tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=2
objective=binary sigmoid:1
feature_names=atom_v_bur_frac_3_5_Cs atom_v_bur_frac_3_5_Hs_min lst_pka_pred_nshell3
feature_infos=[0.37022843630000002:0.8390766744] [0.28199754500000002:0.75288165019999997] [13.582188368100001:54.915453171400003]
tree_sizes=3354 3361 3362 3361 3364 3367 3365 3383 3370 3382 3381 3371 3381 3368 3380 3378 3380 3384 3391 3367 3398 3378 3370 3383 3383 3373 3399 3371 3382 3381 3395 3360 3372 3388 3364 3403 3378 3383 3384 3382 3389 3391 3379 3369 3389 3380 3384 3377 3383 3375 3393 3374 3377 3389 3397 3397 3384 3403 3377 3374 3372 3377 3390 3385 3402 3388 3385 3377 3397 3394 3386 3397 3391 3390 3389 3407 3394 3401 3369 3404 3406 3370 3387 3390 3398 3377 3391 3402 3369 3408 3391 3385 3390 3384 3379 3385 3394 3385 3399 3389 3396 3403 3396 3379 3393 3419 3396 3395 3389 3378 3395 3382 3380 3415 3400 3389 3402 3386 3409 3424 3390 3389 3402 3376 3398 3393 3401 3402 3399 3409 3411 3382 3404 3405 3396 3377 3407 3410 3398 3385 3416 3413 3404 3379 3409 3396 3396 3415 3402 3408 3397 3393 3409 3399 3412 3410 3430 3392 3418 3393 3429 3419 3432 3417 3426 3417 3425 3419 3409 3429 3398 3404 3393 3401 3414 3431 3393 3402 3397 3420 3408 3426 3394 3400 3402 3440 3406 3413 3382 3398 3414 3419 3393 3426 3412 3426 3401 3432 3422 3391 3443 3427 3414 3408 3407 3423 3403 3449 3413 3432 3457 3418 3418 3411 3417 3411 3444 3446 3429 3418 3405 3410 3403 3447 3401 3429 3440 3425 3414 3424 3434 3421 3430 3433 3429 3419 3430 3411 3425 3420 3422 3420 3434 3424 3422 3439 3415 3441 3402 3418 3430 3413 3434 3429 3441 3435 3429 3434 3435 3454 3437 3451 3451 3439 3406 3441 3433 3447 3440 3437 3433 3420 3450 3425 3423 3424 3426 3428 3411 3433 3446 3436 3445 3430 3458 3453 3432 3439 3445 3456 3422 3422 3473 3451 3462 3417 3451 3433 3431 3418 3428 3413 3435 3420 3415 3426 3433 3421 3417 3429 3453 3446 3453 3442 3442 3424 3425 3432 3422 3435 3413 3415 3438 3440 3439 3425 3447 3463 3430 3480 3445 3450 3429 3427 3430 3453 3470 3442 3434 3459 3428 3433 3425 3424 3429 3416 3421 3427 3453 3454 3435 3435 3483 3445 3424 3454 3466 3437 3443 3426 3441 3448 3441 3439 3472 3413 3452 3442 3422 3441 3440 3451 3418 3421 3435 3468 3428 3419 3440 3435 3434 3430 3461 3436 3439 3444 3428 3446 3417 3443 3444 3465 3454 3426 3435 3456 3457 3455 3462 3449 3451 3440 3459 3454 3433 3439 3472 3453 3450 3455 3455 3453 3452 3436 3431 3443 3440 3425 3439 3443 3435 3449 3457 3440 3441 3447 3453 3448 3458 3438 3461 3462 3445 3427 3439 3463 3464 3453 3464 3471 3451 3479 3453 3425 3461 3446 3452 3470 3442 3435 3422 3447 3479 3448 3476 3473 3445 3442 3443 3440 3461 3478 3423 3458 3456 3487 3454 3482 3452 3500 3472 3460 3496 3432 3451 3476 3466 3488 3474 3472 3480 3479 3469 3492 3488 3466 3507 3462 3467 3458 3462 3498 3490 3485 3460 3440 3463 3490 3460 3504 3462 3496 3495 3463 3446 3501 3478 3462 3455 3480 3456 3484 3445 3453 3464 3436 3463 3447 3470 3459 3460 3458 3464 3475 3453 3456 3473 3448 3514 3487 3461 3451 3470 3504 3478 3474 3500 3449 3439 3487 3481 3507 3474 3459 3469 3463 3483 3458 3470 3448 3470 3486 3451 3461 3470 3483 3485 3460 3449 3511 3461 3481 3464 3474 3489 3473 3443 3477 3449 3486 3483 3461 3448 3510 3482 3505 3476 3455 3502 3489 3466 3474 3480 3493 3455 3464 3474 3450 3483 3481 3469 3508 3456 3476 3514 3489 3474 3479 3480 3476 3520 3477 3496 3466 3452 3503 3474 3463 3507 3484 3466 3492 3458 3455 3459 3461 3494 3457 3491 3451 3501 3467 3477 3468 3470 3508 3480 3469 3488 3490 3500 3516 3474 3500 3467 3456 3480 3496 3470 3480 3488 3469 3480 3494 3491 3484 3494 3498 3474 3511 3482 3463 3481 3486 3503 3513 3487 3490 3484 3504 3489 3483 3512 3495 3477 3473 3479 3466 3499 3508 3494 3478 3495 3493 3465 3533 3477 3480 3486 3524 3486 3468 3475 3493 3505 3523 3500 3527 3494 3499 3498 3458 3518 3494 3477 3461 3515 3495 3482 3503 3513 3496 3538 3522 3490 3552 3499 3515 3456 3479 3496 3474 3492 3478 3481 3498 3480 3482 3494 3510 3504 3475 3490 3485 3475 3481 3473 3488 3498 3511 3502 3508 3514 3473 3498 3505 3501 3493 3506 3493 3509 3504 3523 3520 3491 3494 3496 3522 3490 3506 3486 3504 3476 3478 3495 3535 3516 3546 3523 3498 3517 3485 3513 3497 3493 3482 3485 3512 3531 3507 3491 3492 3529 3501 3504 3499 3498 3499 3496 3494 3487 3490 3491 3510 3510 3516 3496 3494 3490 3479 3489 3510 3516 3491 3492 3480 3505 3480 3509 3541 3493 3492 3513 3500 3501 3529 3512 3512 3510 3502 3486 3462 3491 3486 3507 3492 3478 3509 3499 3514 3470 3504 3521 3547 3561 3510 3521 3493 3548 3529 3513 3512 3532 3504 3579 3522 3532 3494 3499 3526 3502 3536 3491 3493 3488 3487 3504 3514 3518 3547 3531 3539 3573 3554 3507 3501 3514 3563 3511 3526 3495 3515 3505 3517 3506 3509 3521 3497 3503 3505 3510 3516 3530 3571 3517 3511 3570 3563 3507 3511 3501 3508 3516 3520 3520 3493 3530 3503 3518 3507 3522 3516 3511 3497 3523 3514 3515 3503 3526 3501 3508 3522 3511 3485 3540 3521 3522 3492 3524 3520 3504 3521 3515 3539 3507 3570 3501 3539 3510 3505 3530 3539 3507 3515 3520 3533 3524 3482 3512 3499 3516 3506 3508 3514 3524 3538 3536 3546 3502 3546 3551 3534 3528 3503 3493 3533 3552 3529 3508 3529 3517 3517 3515 3513 3510 3520 3492 3537 3513 3506 3519 3538 3533 3506 3513 3539 3532 3535 3540 3514 3520 3515 3530 3539 3529 3498 3529 3541 3515 3516 3504 3516 3517 3525 3521 3569 3538 3548 3537 3561 3519 3576 3536 3560 3519 3534 3550 3536 3518 3543

Tree=0
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 2 2 2 1 1 2 0 1 0 0 1 1 0 1 0 2 2 0 0 1 1 2 2
split_gain=492.937 455.252 145.96 93.9505 103.912 77.3621 83.1804 60.6864 55.3078 40.2659 33.9654 33.767 38.342 34.5058 30.4662 29.9762 28.4174 34.5813 27.2998 27.2223 26.289 24.1791 23.1601 33.8314 22.3197 22.2504 36.9419 21.6557 12.6236 28.3639
threshold=0.39078171310000004 0.47721625100000004 0.50056884525000012 0.53146612375000013 0.54695967185000016 0.42314601355000009 0.3447651268000001 38.396531328800009 44.578137159850009 48.393869453650005 0.42111014640000005 0.4529056016000001 44.749265482150008 0.57212358910000016 0.33894194785000004 0.47938684470000009 0.50730517050000012 0.37977904855000005 0.32467590790000006 0.5380527529500001 0.4373072662500001 0.51017933595000009 42.081757894750005 43.321682097200004 0.47673722340000008 0.60710757165000018 0.48616807880000007 0.36994401365000007 44.202975721700007 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 28 19 9 14 -6 15 -1 -9 13 -13 20 18 22 -17 27 -7 -5 -12 -10 -3 -24 -8 26 -14 -18 29 -2
right_child=2 8 -4 4 7 6 24 10 21 -11 11 12 25 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.18570610283649197 -0.13934709865243883 0.091116953014831789 -0.18755875264021071 -0.03938862217616157 -0.15886742600482257 0.072398345461511748 -0.14083832088998666 -0.1798535563894296 0.051247885036153677 -0.0024405958046431852 -0.010818295768854617 -0.12458196915064246 0.08371148749820774 -0.080434318010498398 0.12450772501757622 0.13963727076000185 0.083711487498207726 0.11354364261539482 -0.12827719614135977 0.091847429930631136 0.12580910434967404 -0.16896002398004786 -0.1699168750173061 0.11206248887507443 0.001641445635041334 0.11082009140924341 -0.20000000447710237 -0.12647598275549168 -0.20000000447710237 0.12104537577606821
leaf_weight=61.698777765035629 48.467931240797043 40.392299979925156 94.515275716781616 20.133647501468658 50.028582811355591 15.10878908634186 44.720647245645523 14.591757595539091 10.530431866645815 14.880186617374418 24.862622410058975 46.7748202085495 9.32549035549164 22.127993911504745 33.51836097240448 319.38691061735153 8.2893247604370135 51.566870927810669 12.296175807714461 73.531440794467926 32.482195377349854 9.4707561731338483 9.7719915509223956 7.5362363159656516 14.578951239585875 14.186924725770949 9.0370613336563093 11.994940429925917 27.864272445440292 4.578357219696044
leaf_count=398 283 113 612 91 305 46 262 93 35 60 103 264 27 112 79 689 24 129 70 205 76 59 61 19 58 36 60 68 185 11
internal_value=-4.92481e-09 0.0561111 -0.0758474 -0.0493182 -0.0247752 -0.0715378 -0.0214986 -0.0618413 0.109682 -0.150095 -0.0338459 -0.0204294 -0.0665857 0.0256407 0.0605651 0.116931 0.126854 0.0700327 -0.0176416 0.0636378 0.0665724 -0.0530227 0.0496447 -0.0471392 -0.105809 0.0167571 -0.0559161 -0.0405812 -0.145501 -0.116873
internal_weight=1158.25 665.742 492.508 397.993 317.083 196.802 120.223 223.417 468.94 76.579 173.389 158.797 79.3243 79.4728 60.9233 448.939 391.238 71.8511 27.405 93.6651 57.3448 20.0012 57.7005 17.3082 59.2996 32.5495 18.3626 20.2843 80.9106 53.0463
internal_count=4633 2170 2463 1851 1372 973 515 1076 1197 458 771 678 387 291 195 1103 910 221 116 296 179 94 193 80 320 123 87 92 479 294
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 2 2 2 2 1 1 0 2 0 0 1 1 0 2 2 2 0 1 1 0 0 1 2
split_gain=401.368 370.536 119.858 76.7842 85.023 63.2962 67.6424 47.1757 45.0262 33.155 25.7513 24.7417 32.6906 35.3632 31.1716 24.4841 23.2532 28.1102 22.3937 19.7345 18.8049 27.5873 18.3798 18.2413 17.6073 15.3377 14.6967 12.3299 12.0251 25.6205
threshold=0.39078171310000004 0.47721625100000004 0.50056884525000012 0.53146612375000013 0.5485614203000001 0.42314601355000009 0.3447651268000001 38.396531328800009 44.578137159850009 48.393869453650005 39.955516828000007 0.43220262865000009 0.4529056016000001 0.57212358910000016 44.749265482150008 0.47938684470000009 0.50730517050000012 0.37977904855000005 0.4172030777500001 0.51017933595000009 42.081757894750005 43.321682097200004 50.189067467950004 0.47673722340000008 0.36994401365000007 0.40651477500000005 0.53634621715000008 0.47847369840000004 0.34575312120000007 41.289992964000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 18 9 10 -6 15 -1 -7 -9 13 -13 -14 20 28 24 25 -10 27 -22 -16 -8 -18 26 -5 -3 29 -17
right_child=2 8 -4 4 7 6 23 11 19 -11 -12 12 14 -15 22 16 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.16863428352735763 -0.13184648009866448 0.11950545345663499 -0.17034706079205916 -0.064914110124290547 -0.14341374286802946 0.11504506077410924 -0.12740743791542763 -0.12739577625371207 0.046154512277368637 -0.0021965430389690593 -0.015574017309378929 0.085633937044827413 -0.11257553731563129 -0.070015916949663234 0.08130440583380498 0.14645774394038075 0.075477297749000041 0.10253122308172712 0.095315561238609098 -0.15319222633505949 -0.15407271288223814 0.10118495677058666 -0.070597362734425809 0.0014773000406183227 -0.11430109362958391 -0.12804480882653688 0.076110015626378369 0.00022588636495676599 0.13954545969358265 0.045459084458771892
leaf_weight=61.169870942831039 80.382511034607887 27.695695757865906 93.68890380859375 11.201190799474714 49.115554213523865 32.66692940890789 44.499614059925079 23.447495803236961 10.523520767688753 14.880164712667463 28.056603044271469 44.84209731221199 46.593793451786041 21.641119301319122 18.287122219800949 52.053000599145889 8.2748196125030535 51.401025593280792 57.260054558515549 9.4034850001335126 9.701795697212221 7.5126259475946418 14.112795829772947 14.578941464424132 11.947099745273588 7.7739501595497122 21.717730611562729 12.612882494926451 217.2466199696064 48.535438418388367
leaf_count=398 479 64 612 55 301 78 262 137 35 60 117 124 264 109 52 99 24 129 152 59 61 19 71 58 68 44 63 49 433 157
internal_value=-6.3653e-06 0.0507322 -0.0686249 -0.0445814 -0.0223828 -0.0647164 -0.0194223 -0.0571501 0.099159 -0.136069 0.054694 -0.0320685 -0.016704 0.034968 -0.0601924 0.105716 0.114711 0.0632368 0.0550079 -0.0479165 0.0448172 -0.0426745 0.0151388 -0.0956023 -0.0366437 -0.00171019 0.0281243 0.0821819 0.12631 0.0977244
internal_weight=1152.82 662.76 490.064 396.375 315.993 195.852 119.802 218.04 466.908 76.05 60.7235 168.924 145.477 66.4832 78.9937 446.981 389.458 71.6229 97.9529 19.927 57.523 17.2144 32.3999 59.0786 20.2219 40.6929 32.9189 40.3086 317.835 100.588
internal_count=4633 2170 2463 1851 1372 973 515 1058 1197 458 195 757 620 233 387 1103 910 221 314 94 193 80 123 320 92 162 118 113 689 256
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 2 2 2 1 1 2 2 1 0 1 0 1 0 1 0 1 2 2 2 2 0 1 0
split_gain=329.4 304.122 100.857 63.3741 70.3318 52.7517 55.3186 44.7635 37.0099 28.053 25.197 24.7928 24.9821 24.7533 23.1351 22.469 22.4568 19.7251 20.1854 17.1772 30.1544 16.8385 16.3228 21.4751 21.5995 15.8708 22.7948 15.765 15.2657 16.9788
threshold=0.39078171310000004 0.47721625100000004 0.50056884525000012 0.53146612375000013 0.54504356155000011 0.42314601355000009 0.3447651268000001 38.396531328800009 44.461493122800007 48.393869453650005 0.41917906650000009 0.4529056016000001 44.749265482150008 48.393869453650005 0.33894194785000004 0.5380527529500001 0.32467590790000006 0.47938684470000009 0.3584174126500001 0.60710757165000018 0.48616807880000007 0.51017933595000009 0.34575312120000007 41.289992964000007 42.982930821650008 42.081757894750005 43.321682097200004 0.45995628875000011 0.35696536035000009 0.47673722340000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 15 9 14 -6 17 -1 -9 13 -13 -12 16 -5 -7 25 22 20 -14 -10 23 -19 -25 -3 -27 -8 29 -29
right_child=2 8 -4 4 7 6 27 10 21 -11 11 12 19 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.15541632608522205 -0.12039950302999479 0.074454026875282853 -0.15706995363164367 -0.034913914577332728 -0.13317632070108973 0.063102616259175681 -0.1611724229694822 -0.15544533185108469 0.040121756833084193 -0.0019768851806093867 0.035593009453879845 -0.10278456661184539 0.0752126750229863 -0.18864966010650175 0.1056005225597015 0.086146344801113245 -0.11919544358969847 0.13397577588952403 0.071842079475568199 0.09477657132933591 -0.18018064418991048 -0.14060646694367038 0.14052141149463199 -0.012041325591431533 0.12516881017398693 -0.14144625928310581 0.10402099847639024 -0.14383209381900586 0.086855557756660262 0.0013295784574326624
leaf_weight=59.801914557814598 79.276827305555344 40.060440093278885 91.551969051361084 20.091705530881882 49.651046440005302 15.061506092548372 19.214416205883026 13.846546590328215 11.678888142108919 14.880107045173643 81.160064086318016 46.272545889019966 9.2942597866058367 5.2404756397008887 33.152045711874962 64.707834810018539 12.256371632218359 51.251247227191925 126.47813153266907 14.076298639178274 9.1985776722431165 9.2292213737964612 158.65940423309803 29.638250470161438 18.718795388936996 9.5199725627899152 6.2778123021125785 18.013057589530945 6.6982456445693961 14.578915476799009
leaf_count=398 479 113 612 91 310 46 126 90 39 60 283 265 27 35 79 173 70 99 360 36 62 59 294 117 40 61 15 114 22 58
internal_value=-1.99622e-05 0.0462084 -0.0625496 -0.0405202 -0.0203231 -0.0589691 -0.0176184 -0.0491605 0.0903423 -0.124844 -0.0258678 -0.0150097 -0.0555589 0.021992 0.0494525 0.0574633 -0.0186868 0.0965111 0.104573 0.0115368 -0.0518233 -0.039655 0.120602 0.0888736 0.0410721 0.0409809 -0.0439011 -0.0869423 -0.0506409 -0.0788989
internal_weight=1139.54 655.169 484.368 392.816 313.539 193.657 118.975 228.74 461.512 74.682 179.089 165.242 78.8417 86.4005 60.4699 84.7995 27.3179 440.604 384.746 32.5691 18.4928 20.9081 258.268 99.6083 48.357 55.8582 15.7978 58.5046 39.2902 32.592
internal_count=4633 2170 2463 1851 1372 973 515 1108 1197 458 798 708 390 318 195 264 116 1099 910 125 89 98 550 256 157 189 76 320 194 172
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 2 2 2 2 1 1 0 1 2 0 0 0 1 0 1 0 1 1 1 0 2 2 2
split_gain=271.935 250.968 86.36 52.7431 57.6924 44.4331 45.559 37.5814 30.5659 24.2178 22.1032 21.1298 20.378 21.6915 20.7506 20.5542 18.4036 16.4651 17.9731 23.6251 14.1115 25.1228 14.0471 13.8971 13.575 17.9275 13.4652 13.484 12.9878 18.9583
threshold=0.39078171310000004 0.47721625100000004 0.50056884525000012 0.53146612375000013 0.54504356155000011 0.42314601355000009 0.3447651268000001 38.396531328800009 44.461493122800007 48.393869453650005 37.995872310650007 0.41917906650000009 0.4529056016000001 0.57212358910000016 0.43584024430000007 44.749265482150008 0.5380527529500001 0.47938684470000009 0.50730517050000012 0.37977904855000005 0.60710757165000018 0.48616807880000007 0.51017933595000009 0.36994401365000007 0.34377713240000007 0.32467590790000006 0.45995628875000011 42.206017975500011 42.081757894750005 43.321682097200004
decision_type=2 2 2 2 2 2 2 2 2 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 16 9 10 -6 17 -1 -7 -9 13 14 -13 -14 -5 28 -19 23 21 -17 -10 -20 25 -12 -8 -28 -3 -30
right_child=2 8 -4 4 7 6 26 11 22 -11 24 12 15 -15 -16 20 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.14482140159026372 -0.11067139413799881 0.067560216696734593 -0.14646701116542413 -0.031458685528937366 -0.12289402767762786 0.12629917211277339 -0.14935768119262424 -0.1438923219663614 0.036207977593059 -0.0017792118654074364 0.044133457793690017 -0.029224217546550742 -0.093943198628075736 -0.065633585485957435 0.090514193976896043 0.06802517817245339 0.078266248359389501 0.10621076980837418 0.059058961142204817 0.086721895610304606 0.086215167291434511 -0.16702484910112447 -0.13022284025926201 -0.11040653996675245 0.094135037386304909 -0.1172884457238195 0.019798917589529189 -0.098664608816509361 -0.1310441517619676 0.09497886774709062
leaf_weight=57.858049690723419 77.70176275074482 39.749522790312767 88.51582932472229 20.069714307785034 48.484393954277039 21.451829522848129 18.687335923314095 13.480857864022253 11.648736625909807 14.880023449659346 13.554678037762644 22.075142666697502 45.599444687366486 22.086228132247925 42.028104349970818 9.250819921493532 64.130214273929596 307.89065301418304 8.1508500576019305 50.512789070606232 13.933970689773558 8.9433456361293775 8.9812879860401136 11.909764871001242 10.881226539611815 13.97207100689411 17.27583222091198 21.648749426007271 9.2613011598587018 6.1923131346702567
leaf_count=398 479 113 612 91 310 45 126 90 39 60 44 97 265 113 108 27 173 689 24 129 36 62 59 68 27 79 70 124 61 15
internal_value=-4.35621e-05 0.0423006 -0.0573418 -0.036998 -0.0185366 -0.0541374 -0.0161053 -0.0448717 0.0826783 -0.115559 0.0449902 -0.0235476 -0.0136502 0.0198332 0.04928 -0.0507788 0.0521124 0.0883358 0.0957775 0.0502601 0.0104845 -0.0475137 -0.0362477 -0.0415508 -0.000422907 -0.0378013 -0.0795846 -0.0460871 0.0373165 -0.040476
internal_weight=1120.81 644.507 476.3 387.784 310.082 190.21 117.472 225.882 454.297 72.7381 59.8598 177.398 163.917 86.1895 64.1032 77.7276 84.1999 433.667 378.464 70.5734 32.1281 18.1942 20.63 20.0606 38.408 27.5267 57.6119 38.9246 55.2031 15.4536
internal_count=4633 2170 2463 1851 1372 973 515 1108 1197 458 195 798 708 318 205 390 264 1099 910 221 125 89 98 92 150 123 320 194 189 76
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 2 2 2 2 0 2 2 2 0 0 2 1 0 1 1 0 1 1 1 0 0 2 2 2 2
split_gain=228.544 134.584 131.119 69.6836 47.0028 46.1343 37.6169 30.9215 30.4941 26.5588 25.728 24.8793 22.1108 25.1215 17.7099 42.0671 30.4674 14.9307 20.0432 16.2277 13.9208 12.784 18.9879 11.9295 13.7209 18.4338 11.8335 20.1345 11.7549 24.235
threshold=0.57212358910000016 0.45798030000000006 0.39078171310000004 0.53146612375000013 0.47880302985000006 44.749265482150008 43.895345911700005 44.279556297950009 38.238138001450004 0.53447501570000011 42.154118731400011 48.393869453650005 49.247968080500009 0.6310290111500001 0.41973294215000007 41.873095646600007 0.34007963835000005 0.50730517050000012 0.37644082515000005 0.36994401365000007 0.58035687555000015 0.34575312120000007 0.34545372890000009 0.39995808510000008 0.54504356155000011 0.56859076075000015 41.489621506400006 42.844429421150004 44.202975721700007 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 28 10 -2 8 17 -5 -8 -3 14 13 -7 -1 16 -16 21 19 -19 -14 22 26 -10 -25 -26 -6 -28 29 -4
right_child=5 2 3 6 7 12 9 -9 23 -11 -12 -13 20 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.1407237694044928 -0.13339129999403651 0.046344932582768103 -0.095755397780756729 -0.062866125952453361 0.12274382037215199 0.099988298353688124 0.098333668820945908 -0.049957789979633759 -0.091632348894125665 -0.13488544524008697 -0.048214111126153314 0.025921105094735587 0.02533245700869376 -0.08916526392087161 0.097249442954527768 -0.16754413939215729 -0.16315517636098834 0.053626742845802072 0.076270630687838903 -0.14239302916972721 -0.12790703225495106 0.11136983554938987 -0.010317874420978238 0.092454556085938167 -0.0016351630916419718 0.11052840798412539 -0.050248035834741411 0.11465646447165263 -0.15695451381270262 0.14724810925192608
leaf_weight=52.297224402427673 129.4863398373127 76.919230222702026 45.393756508827209 29.559797644615173 47.952306464314461 19.591506078839306 6.0490732491016415 17.052289679646492 5.7796260714530936 25.328708156943321 45.970774605870247 18.19543494284153 8.0202257335186022 10.943131148815153 18.196657896041874 18.459555447101593 5.9661317765712729 8.0824961662292498 52.71769106388092 8.8452265709638578 22.727277219295502 207.36379797756672 23.692361146211624 56.553157433867455 56.496325924992561 19.783360838890076 13.128093004226686 16.981733158230782 25.768444165587425 4.5120438933372489
leaf_count=378 889 250 282 161 94 53 17 88 31 161 233 67 32 68 47 131 43 24 141 56 152 435 90 141 233 46 58 36 185 11
internal_value=-6.9935e-05 0.0208548 0.0353943 -0.0203961 0.0649966 -0.0995604 0.0105902 0.0817696 0.0293445 -0.089925 0.0109722 -0.0811952 -0.0280772 0.0321987 -0.101729 -0.0538821 0.0329519 0.0877001 0.0458717 -0.0487993 -0.0879358 0.0971242 0.0680933 0.0490089 0.0551282 0.0274548 0.0918916 0.042757 -0.102106 -0.0737852
internal_weight=1097.81 907.045 793.93 275.224 518.706 190.768 199.55 395.816 168.172 31.3778 122.89 113.115 61.2821 30.5346 94.9196 42.6223 24.1628 378.764 69.6454 16.9277 30.7475 309.118 101.754 138.612 132.833 76.2797 78.0621 30.1098 75.6742 49.9058
internal_count=4633 3439 2773 1268 1505 1194 790 1022 612 178 483 666 305 121 599 221 90 934 221 80 184 713 278 451 420 279 188 94 478 293
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 2 2 2 0 2 2 2 0 1 0 2 1 0 0 1 1 2 2 2 2 0 0 2 1
split_gain=191.555 112.44 108.705 58.5704 40.0677 39.9037 30.998 25.8329 24.9565 21.9996 21.6067 21.4413 18.374 20.6016 15.9598 15.657 35.7211 25.4939 13.75 19.4174 13.486 16.885 17.0596 15.3878 12.8776 12.175 11.8439 11.6794 11.0028 10.9866
threshold=0.57212358910000016 0.45798030000000006 0.39078171310000004 0.53146612375000013 44.749265482150008 0.47880302985000006 43.895345911700005 44.279556297950009 38.238138001450004 0.53447501570000011 39.427119987250002 48.393869453650005 49.247968080500009 0.6310290111500001 0.35394149875000008 0.41973294215000007 41.873095646600007 0.34007963835000005 0.47697673720000006 0.47787491390000009 0.3584174126500001 0.34575312120000007 41.289992964000007 42.982930821650008 41.976795488650005 40.518963363600001 0.58035687555000015 0.49688632075000011 48.96897326980001 0.34518427590000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 -4 -2 10 8 20 -5 -8 -3 15 13 -6 18 -1 17 -17 29 24 21 22 -7 -24 -20 -21 -14 -22 -13 -12
right_child=4 2 3 6 12 7 9 -9 -10 -11 14 28 26 -15 -16 16 -18 -19 19 25 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.13333910466165319 -0.12516999624460506 0.092503370971974294 -0.095007152175022203 -0.057136302502659123 0.090601143097850556 0.10304102924825938 0.088387182996471039 -0.045224113470348902 0.044539717161278261 -0.12422532451726498 -0.02945337808504905 0.095789897196685611 0.022767605994320973 -0.082067191214081917 0.11230555202757127 0.088589084773131169 -0.15756697140547549 -0.15415014659769097 0.10208485611432883 0.037120516366107241 -0.081666390604093531 0.11570249163767017 -0.022349523494830915 0.093959095187337291 -0.026396050085545728 -0.13498959712401251 -0.11911737088913162 0.060766072123419661 -0.060133207912899868 -0.14315088253835417
leaf_weight=49.803004741668701 124.45299631357193 25.165401637554169 73.355254650115967 29.286343097686768 19.465393096208576 50.954235449433327 6.0561511218547848 16.958476275205612 137.38960739970207 24.780076071619987 22.820986539125443 9.7388298511505145 8.0307538807392138 10.71288216114044 9.4084178954362851 17.988700255751613 17.704038053750992 5.6969530731439582 20.796025589108467 6.3176020681858089 6.0602312684059134 148.62529517710209 30.965315282344818 17.979930177330971 12.484295725822447 11.762832969427107 22.001652255654335 115.09150195121765 8.4545441418886167 13.542214021086691
leaf_count=378 889 62 478 161 53 111 17 88 451 161 106 26 32 68 25 47 131 43 49 20 28 297 125 42 59 71 152 331 41 91
internal_value=-9.15631e-05 0.0191557 0.0324741 -0.0187041 -0.0927703 0.0597125 0.00963462 0.0754609 0.0266744 -0.0824688 0.00992531 -0.0757899 -0.0258015 0.0293062 -0.0114693 -0.0955651 -0.0501128 0.0302046 -0.0247442 0.00856833 0.0809972 0.0943327 0.0625398 0.0203762 0.0538884 -0.0748515 -0.0811769 0.0536413 0.0233317 -0.0717961
internal_weight=1073.85 889.186 779.8 270.867 184.664 508.933 197.512 386.635 166.676 30.8362 122.298 109.386 60.2107 30.1783 97.1324 91.1927 41.3897 23.6857 87.724 51.3608 369.677 248.525 99.8995 48.9452 33.2803 18.0804 30.0324 121.152 18.1934 36.3632
internal_count=4633 3439 2773 1268 1194 1505 790 1022 612 178 483 666 305 121 421 599 221 90 396 199 934 575 278 167 108 91 184 359 67 197
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 0 2 0 0 2 2 2 0 1 2 1 1 2 1 2 1 1 1 2 1 0 0 1 2
split_gain=161.178 94.4254 105.763 52.5293 36.5359 35.053 32.0947 24.3376 23.4659 23.3649 21.1829 16.3784 15.3195 16.9451 13.2808 12.4745 12.0555 16.8365 11.8131 14.6433 11.6185 11.3099 30.3928 11.0364 12.8696 12.9012 10.8895 10.1373 9.84127 9.76324
threshold=0.57212358910000016 0.43572048740000008 44.202975721700007 0.39078171310000004 0.47938684470000009 44.749265482150008 0.53634621715000008 43.968221017800005 0.54504356155000011 0.56974342085000018 48.393869453650005 42.243697547450004 49.247968080500009 0.6310290111500001 0.3584174126500001 48.96897326980001 0.34575312120000007 0.34545372890000009 43.564719632750005 0.43540612555000008 43.477771593600004 0.39563186730000005 0.39431454150000006 0.39170982905000007 47.74983977685001 0.3584174126500001 0.47774018740000007 0.58035687555000015 0.36476452800000009 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 11 -2 7 21 -8 18 -1 -3 13 -7 16 -12 17 29 19 -10 -13 22 -5 24 25 26 -4 -14 -16 -6
right_child=5 2 23 6 14 12 8 -9 9 -11 15 20 27 -15 28 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.11372316819122606 -0.11803660858567773 0.03616904160206353 -0.088451006171623062 -0.097396303509801149 0.11402509794690754 0.082380511269428025 0.071440016314310004 0.13827890600415993 -0.060184688411525591 0.11279676707524255 0.086660397131983091 -0.07442780550754291 0.020470639114866684 -0.075628712290084235 -0.050577966887771234 -0.083405753798103915 0.10800726314937044 -0.017202065364977006 -0.12662062498219173 0.026275237723358841 0.05192691621932008 -0.12248505007689788 0.17708089270081931 -0.11671092312533193 0.04816766965032146 -0.13756063864536003 0.10888699914226492 -0.11139997311184702 0.056904735002770546 0.037557136731051932
leaf_weight=61.98218047618866 119.05766532570124 98.586365312337875 6.0730986446142214 16.01567426323891 43.648982420563698 19.276770725846294 61.781521156430244 5.4146084040403357 35.361749619245529 14.189934030175207 9.6905775070190447 27.804078534245491 8.0382461696863192 10.475097641348837 9.235965892672537 7.7724221348762503 140.88039070367813 20.999995350837708 10.200043439865111 43.916753470897675 9.8572590351104719 31.453141614794731 5.3925501853227606 41.6052375882864 11.144571393728254 15.867870345711706 5.1826020628213882 21.214470960199833 109.69439178705215 27.040608882904053
leaf_count=464 889 337 34 107 88 53 166 13 187 30 26 165 32 68 39 40 293 81 71 170 34 213 17 290 42 117 12 152 318 85
internal_value=-0.000112149 0.0176144 0.0280481 0.0402972 0.0586999 -0.0868016 0.000177179 -0.0636414 0.0226558 -0.00641728 -0.0863147 0.0147396 -0.0237766 0.0267483 0.0757396 0.0109674 0.0896397 0.0614181 -0.0253228 -0.0122897 -0.0413565 -0.0843241 -0.0282578 -0.0810611 -0.0423026 -0.0794751 0.00241178 -0.0751637 0.0485578 0.0847741
internal_weight=1048.85 870.793 791.347 711.474 487.748 178.062 223.726 58.276 165.45 103.668 79.4452 136.248 59.0046 29.7519 351.5 17.463 232.57 91.6896 89.4785 79.2785 37.6613 52.8614 21.4082 79.8734 38.2681 27.1236 11.2557 29.2527 118.93 70.6896
internal_count=4633 3439 2909 2414 1440 1194 974 350 624 458 530 536 305 121 904 66 547 254 428 357 199 337 124 495 205 163 46 184 357 173
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 0 2 0 0 2 0 2 1 2 2 0 1 1 1 1 1 1 0 1 1 0 2 1 2
split_gain=135.988 79.3753 79.5457 40.7078 38.2377 30.8363 26.6686 20.0555 19.3634 19.4393 17.527 13.0577 15.762 12.6984 15.5813 12.5136 12.4955 16.5307 13.6181 11.2486 10.681 20.5105 15.8763 11.8647 9.77127 24.259 8.95771 8.91767 8.84861 7.58409
threshold=0.57212358910000016 0.42615490555000007 44.202975721700007 0.39078171310000004 0.47938684470000009 44.749265482150008 0.53634621715000008 43.968221017800005 0.54504356155000011 0.56974342085000018 42.154118731400011 0.68131193680000013 51.757767929250001 0.39170982905000007 47.74983977685001 48.393869453650005 0.50730517050000012 0.37644082515000005 0.36994401365000007 0.3584174126500001 0.46280051495000007 0.45420795785000007 0.43540612555000008 0.55980359870000018 0.39563186730000005 0.39431454150000006 0.47774018740000007 40.636252116050009 0.3447651268000001 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 2 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 10 -2 7 24 27 20 -3 12 -7 14 19 -1 -6 18 -18 26 21 22 29 -24 25 -5 -4 -8 -12 -10
right_child=5 2 13 6 16 11 8 -9 9 -11 28 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.11245310291474993 -0.1117243899760177 0.031139346241240762 -0.080501409040449362 -0.090736952086398273 0.079498076520289396 0.028548367670760758 0.020492675310267158 0.12377041787734529 -0.040165173279036799 0.10461272768134906 0.037536436212089491 -0.13809125708221764 -0.10525822588907546 -0.10912896274006573 0.057380755682274215 -0.0084089720391182735 0.042136068093018064 0.059657655651342359 -0.14042706406886521 -0.13006176104683981 0.086559494043297477 -0.15168642781897257 0.10906288278163881 -0.013933380670387244 -0.11445247709920664 0.15084488760609818 0.099722091839957006 0.098037911257320851 -0.070849233082066157 -0.17689393150069185
leaf_weight=51.247853353619576 113.49604417383671 101.14749834686518 6.0088767409324664 15.499266847968103 275.53239165246487 37.971636541187763 25.62943609058857 5.4423574209213248 31.558095037937164 13.790911719202994 9.8192205876111966 8.2903112098574621 11.460593506693838 40.12394480407238 13.613729149103163 14.926691830158232 7.6171534806489971 50.584498316049576 8.8136133700609189 15.264822781085966 8.0883262008428556 12.508908480405806 13.754089921712874 18.248290568590164 30.352010264992714 5.6799169033765784 5.0974147766828537 35.194858193397522 32.342157706618309 4.6552332937717429
leaf_count=415 889 351 34 107 684 157 86 13 163 30 36 69 79 290 47 61 23 141 56 118 29 94 33 77 213 17 12 80 197 32
internal_value=-0.000132861 0.0162002 0.0250517 0.0357633 0.0519334 -0.0814596 0.000117932 -0.0587962 0.0206563 -0.00584602 0.00856073 -0.0219518 -0.00247396 -0.0693842 -0.0295012 -0.0889843 0.0700788 0.0313517 -0.0557925 -0.0743529 -0.0229981 -0.0339754 -0.0123904 0.0389284 -0.0780776 -0.0259486 0.00221512 0.0653628 -0.0456066 -0.0577417
internal_weight=1023.76 852.542 786.367 706.258 485.857 171.219 220.402 56.9736 163.428 102.604 143.309 57.7225 49.4322 80.1088 39.9848 66.1745 342.548 67.0153 16.4308 26.3711 88.8129 80.7246 68.2157 32.0024 51.5312 21.1792 11.1063 60.8243 42.1614 36.2133
internal_count=4633 3439 2963 2462 1488 1194 974 350 624 458 584 305 236 501 211 476 904 220 79 164 428 399 305 110 337 124 46 166 233 195
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 2 2 2 2 0 1 0 2 2 2 0 1 1 2 0 0 1 1 2 1 2 2 1 0
split_gain=114.72 68.1607 66.9732 39.5981 27.9689 27.4558 22.9915 20.1766 22.6637 32.1643 17.1623 15.9964 12.2189 16.4124 12.133 11.5627 12.9047 11.3258 10.1354 10.7021 9.61474 8.54255 8.49778 17.9345 13.0048 8.47612 10.8712 8.28351 8.22269 11.0232
threshold=0.57212358910000016 0.47076434840000009 0.39170982905000007 42.620627117000005 0.53499895210000015 44.749265482150008 40.767054867700004 42.783136484500005 42.684965421050009 42.123054668150012 0.47774018740000007 0.36880632320000012 0.41973294215000007 44.952171034750002 37.345948426100009 49.247968080500009 0.6310290111500001 0.32467590790000006 0.34518427590000006 43.847983878700006 0.52324780695000006 0.58035687555000015 0.39814676205000005 0.42111014640000005 44.202975721700007 0.40437412050000004 38.238138001450004 42.081757894750005 0.34007963835000005 0.45798030000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 7 4 -4 -2 25 8 9 20 18 -11 13 -1 -14 16 -7 27 19 -9 -3 -17 -5 24 -24 -6 -27 -16 -19 -30
right_child=5 2 3 22 6 15 -8 10 -10 11 -12 -13 14 -15 17 21 -18 28 -20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.12411094483080345 -0.10604078432488209 0.06383173004629121 -0.071094217359900291 -0.12971982526581002 0.087712280413264801 0.07259209443055116 0.075708222047696908 -0.11036285451022798 0.12839275446018134 -0.083194295260906201 0.030104958481336798 0.10482190201555096 0.046691419239495165 -0.0076448267582643423 0.088912055652852207 0.021491043385324333 -0.067621691442565232 -0.17439282161710382 -0.13872951439061459 0.10319781405850453 -0.035472993354029696 -0.10118631663057816 0.1005306033362029 -0.10177069191073487 -0.055764258331595457 -0.075415755164278508 0.0095136230371797286 -0.062263367592993973 -0.11408783986540515 0.032374887267638257
leaf_weight=39.72295892983675 107.91313563287258 289.05555062741041 33.622466363012791 21.134071178734303 8.6725178956985456 18.953792735934261 62.442356213927269 4.4361599683761614 42.253559701144695 24.359297558665279 73.375474683940411 5.5575312823057166 17.2675771266222 17.399516753852367 7.9263410270214063 7.9414901882410076 10.04150979220867 8.0073879659175891 11.002018913626669 4.9815274327993393 10.090183876454828 19.899377077817917 9.8538757041096705 32.467956632375717 11.579941503703592 21.945907607674599 48.116478383541107 6.6784221231937408 12.872786305844786 8.552927725017069
leaf_count=358 889 800 224 171 26 53 171 28 83 132 260 15 60 80 20 32 68 56 77 15 47 152 27 221 75 134 182 37 108 32
internal_value=-0.000164877 0.0149088 0.0265484 -0.015212 0.010872 -0.0764143 0.0303929 0.0489801 0.0594481 0.0505952 0.00753937 -0.0482673 -0.055359 -0.0886353 -0.0243532 -0.0201633 0.0240339 -0.0522104 -0.0735471 0.00260101 0.0604822 -0.0661931 -0.075976 -0.0549039 0.01609 -0.00554543 -0.0170891 0.019783 -0.0879336 -0.0556214
internal_weight=998.124 833.375 714.947 249.836 174.8 164.749 141.177 465.111 371.316 329.063 93.7952 29.9168 118.428 57.1225 61.3054 56.8362 28.9953 44.0379 20.4197 9.41769 299.146 27.8409 75.0358 53.9018 21.4338 78.7349 70.0624 14.6048 29.4331 21.4257
internal_count=4633 3439 2688 1231 737 1194 513 1457 1077 994 380 147 751 438 313 305 121 253 120 43 847 184 494 323 102 342 316 57 196 140
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 1 2 2 2 1 2 1 0 0 0 0 2 1 2 2 2 2 1 0 1 2 2 2 1 2
split_gain=97.0608 57.0438 56.6536 32.2105 24.328 22.9126 23.0646 16.9755 11.4425 15.2028 13.0921 12.2043 11.3586 15.4655 11.3326 11.3025 15.1324 12.6407 16.3728 11.2936 11.2418 16.5688 11.0028 10.7315 14.4086 9.82746 9.08344 13.0952 8.81205 16.5339
threshold=0.57212358910000016 0.47396784530000008 0.37227927305000003 42.620627117000005 44.749265482150008 0.34584293880000011 41.909642283050012 44.131787411600008 40.300545846000013 0.39394030120000006 40.679780036550007 0.39563186730000005 0.55788748840000013 0.53146612375000013 0.53499895210000015 0.41973294215000007 44.952171034750002 0.34422622080000004 37.572218886150004 39.476991512000005 42.982930821650008 43.067541470150012 0.34587287805000005 0.68131193680000013 0.44922307715000004 51.757767929250001 40.00488309970001 38.238138001450004 0.49284452560000008 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 15 5 8 28 6 19 22 11 10 -10 -4 13 -5 -13 16 -1 18 -17 -3 -8 -22 -7 24 -6 -26 27 -16 29 -2
right_child=4 2 3 12 23 7 20 -9 9 -11 -12 14 -14 -15 26 17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.11991715620531883 -0.12284183933104419 0.12010159264567151 0.029683855315121188 -0.078301500994578721 -0.13434483486087043 0.13116141167632478 -0.063926370513004566 -0.061392605001148272 0.091157973337986323 0.057265998342186923 -0.10594492891878056 -0.11943348443977875 -0.13581441382327492 0.013672150151902346 -0.059181916272644075 0.10101971474462607 -0.0068840752679417685 -0.084683579379787086 -0.0323613763877591 0.038010677149156354 0.13120714506450065 -0.023602272141415581 0.069410668382545074 -0.13053142322045017 0.045818231387477995 -0.075709509034401656 -0.12634944115487523 0.036766591136032541 -0.12886586353325913 -0.0059421176692078491
leaf_weight=37.134600900113583 26.836295314133167 20.582639321684837 57.71176416426897 44.765710934996605 6.9683941304683676 35.689981386065483 31.975275732576847 8.7357378900051099 4.7573863789439228 81.796482607722282 11.555102489888666 12.217806428670881 15.067920118570326 30.903738684952259 23.925650626420975 13.40681868046522 17.390585586428642 21.400511212646961 29.351250372827053 90.20733418315649 9.4536250904202443 25.729904666543007 150.67023852467537 7.4261048063635817 32.786244854331017 8.3484761267900449 6.5399976521730414 35.080875515937805 53.546800769865513 22.031815521419048
leaf_count=358 234 40 206 319 46 67 168 47 12 262 78 95 120 136 143 32 80 158 140 280 18 122 402 69 129 61 38 118 512 143
internal_value=-0.000190015 0.0136979 0.024605 -0.00596354 -0.0719447 0.0511811 0.0252313 0.0748501 0.0136782 0.0396868 -0.0484617 -0.00515659 -0.0565273 -0.0407391 -0.031013 -0.0503907 -0.0838657 -0.021942 0.00946035 0.0532616 -0.0210094 0.0179942 0.0812366 -0.0186453 -0.00137245 0.0211536 -0.0145315 -0.0021381 -0.100844 -0.0701385
internal_weight=973.995 816.051 697.367 324.322 157.944 373.045 177.949 195.096 233.585 98.109 16.3125 135.476 90.7374 75.6694 77.7643 118.684 54.5252 64.1586 42.7581 110.79 67.1588 35.1835 186.36 55.5292 48.1031 41.1347 65.5465 59.0065 102.415 48.8681
internal_count=4633 3439 2671 1527 1194 1144 628 516 952 352 90 600 575 455 394 768 438 330 172 320 308 140 469 305 236 190 299 261 889 377
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 0 2 0 1 2 1 1 2 1 1 1 1 1 1 0 1 0 0 2 0 1 1 2 2
split_gain=82.2938 48.5039 47.317 24.6568 32.2057 21.8493 21.1729 13.2366 12.7676 15.9004 17.2108 14.9671 17.3204 10.7993 10.4634 16.5074 10.8267 10.131 13.5766 17.5976 12.5272 10.5934 12.4155 10.092 9.59927 9.5029 11.9758 8.63881 14.9499 9.46665
threshold=0.57212358910000016 0.42615490555000007 44.202975721700007 0.37227927305000003 0.47938684470000009 44.749265482150008 0.5116313883000001 37.892416320650007 0.52432561900000019 0.39995808510000008 37.572218886150004 0.4529056016000001 0.46280051495000007 40.767054867700004 0.39563186730000005 0.39431454150000006 0.39019789825000006 0.34458549145000011 0.33400197600000009 0.32467590790000006 0.47673722340000008 0.34506451900000007 0.47774018740000007 0.4560492201000001 48.393869453650005 0.68131193680000013 0.44922307715000004 0.49284452560000008 40.00488309970001 40.858951393400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 17 27 7 -5 -8 14 -11 13 -13 -12 15 16 -10 18 19 -3 -19 22 -22 -4 -1 26 -7 28 -2 -30
right_child=5 2 23 6 -6 25 8 -9 9 10 11 12 -14 -15 -16 -17 -18 20 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.098986861085858913 -0.11823745555475487 0.065234826223941306 0.1001736860266733 0.025955108136840294 0.065061075387783288 -0.12428717384936519 0.057142968163918451 -0.16243037539488778 0.060305821281676941 -0.080115138099973462 0.0034871254845728243 -0.12240791115766403 0.074152007008775014 0.063535699804949178 -0.10670290301573414 0.12636605546274196 -0.10717046318057988 -0.065573213818847939 0.078606109323222928 -0.14306447511073703 0.0060099291763392624 0.037563979042814652 -0.19059956779826681 -0.064928705631617498 -0.0060321048548630397 -0.12680162485237731 0.019143815496798992 -0.12537856538099948 0.10072706002047815 -0.045969796313815141
leaf_weight=43.403486371040344 25.178990967571735 8.58914762735367 3.908107452094554 5.4694395586848286 254.92167758196592 6.7883631959557524 50.556548535823822 11.726275809109209 5.4841637015342775 16.806908026337624 49.815021604299545 12.892807863652708 6.8727407604455939 75.102364279329777 19.510620072484016 6.6244256794452658 13.03387540578842 31.630374252796173 32.786429136991501 7.6843860894441596 9.2739974558353406 43.018198944628239 4.9135399386286727 70.301298417150974 14.931314140558241 6.9067773818969718 40.861010745167732 49.728718429803848 6.0827810615301159 15.891774483025072
leaf_count=415 234 25 13 19 690 46 158 83 16 107 199 103 23 216 149 19 99 199 85 51 36 154 31 488 61 69 190 512 30 113
internal_value=-0.000206431 0.0126003 0.0195126 0.0279436 0.0440018 -0.0677973 0.0049132 -0.102511 0.0121093 0.00106477 0.0156688 0.0267954 -0.0540614 0.0395893 -0.0517513 -0.00910877 -0.0575719 0.00507055 0.0415443 -0.0331244 -0.0150722 0.012851 -0.0620814 -0.0562339 -0.0751943 -0.0171798 -0.00129007 -0.096301 -0.0656354 -0.00536261
internal_weight=950.696 799.257 740.922 666.713 392.818 151.438 273.895 17.1957 256.699 206.143 161.49 144.683 19.7655 124.917 44.6531 25.1425 18.518 137.896 49.06 16.2735 88.8361 57.2057 14.1875 74.2094 58.3348 54.5562 47.6494 96.8823 47.1535 21.9746
internal_count=4633 3439 2963 2462 1271 1194 1191 102 1089 931 648 541 126 415 283 134 115 581 161 76 420 221 67 501 476 305 236 889 377 143
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 2 2 1 0 0 2 2 1 2 1 2 0 0 2 2 2 0 1 2 2 0 2 0 0 1
split_gain=70.0159 41.1208 46.0565 21.2947 20.0862 19.3888 24.6405 17.6213 17.1049 15.4817 14.098 13.8255 13.5569 11.3842 19.5044 11.1516 18.9333 14.351 12.3065 12.2499 11.4425 9.40967 13.9624 12.4188 11.0286 16.7461 9.26703 8.42773 12.6286 10.0776
threshold=0.58035687555000015 42.783136484500005 0.41973294215000007 0.52324780695000006 42.388109226950007 42.684965421050009 42.154118731400011 0.50634711535000021 0.53634621715000008 0.49588335680000006 51.757767929250001 38.238138001450004 0.40651477500000005 49.247968080500009 0.4995808509000001 49.960114208400007 0.55688452445000014 0.47774018740000007 48.109449608500007 44.578137159850009 42.982930821650008 0.47396784530000008 0.34007963835000005 41.772405911750006 37.572218886150004 0.4413939702500001 48.96897326980001 0.54504356155000011 0.56579144335000009 0.4529056016000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 6 21 13 -5 -8 15 12 -10 -6 -15 16 17 18 -3 20 -19 22 24 -24 -4 -26 -20 -13 -29 -30
right_child=4 10 3 8 7 -7 9 -9 11 -11 -12 27 -14 14 -16 -17 -18 19 26 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.11034479835092931 -0.11109783613383842 -0.085604491370666086 0.11240090372095557 -0.055185734617070215 0.043867017740465683 0.11153833333638803 -0.091131588998828256 -0.10083622339610639 0.081997723437201311 0.084413429580030508 -0.13735834969959088 0.068475572098099499 -0.076830723917602775 -0.14729400832372216 0.149532003806639 0.094863753242227525 -0.13108594662756295 -0.078306445858151344 0.070249398747767672 -0.042440263464360334 0.041409792064122035 0.050771668327492053 -0.12696595132086103 0.094045600782385497 0.0712014554761361 -0.1591483005965989 -0.072442476428965494 -0.01963268727138278 0.094095282314548098 -0.057591159812295484
leaf_weight=24.463744230568409 61.016889162361622 42.461884953081608 12.216696798801424 40.560185350477695 28.238603860139847 37.659111857414246 22.611519932746891 22.737582430243492 6.9194986224174526 6.4589768201112738 11.059627719223498 43.809774979948997 24.061597876250744 8.8532536923885328 2.9518684223294249 7.9267511367797843 15.783462002873419 9.0571442693471891 11.069408863782884 37.686128959059715 67.378496050834656 272.92638497054577 11.537374243140219 3.2610684037208548 8.0260741263627988 5.2012265771627417 7.7294690012931815 45.394795373082161 23.080134578049186 5.4057473540306082
leaf_count=268 627 343 27 264 119 89 133 227 21 18 98 115 175 73 12 29 134 46 32 247 238 817 78 12 22 38 40 194 64 33
internal_value=-0.000233684 0.010549 0.0240075 0.0297825 -0.0702394 0.0434344 0.0359404 -0.0305292 0.00237516 -0.0521284 -0.0274654 0.0180788 -0.0413571 0.00939251 -0.0730727 -0.0213609 -0.0261801 -0.0167392 -0.055782 0.00421907 0.0272242 0.0441156 -0.00102616 -0.0782626 0.0438952 -0.0193765 0.0115793 0.0337248 0.0131183 0.0653098
internal_weight=927.544 803.746 593.594 569.13 123.798 379.898 342.239 62.7813 189.232 29.0705 210.152 148.672 30.9811 40.0437 11.8051 199.093 191.166 175.383 61.2608 114.122 76.4356 313.169 40.2424 14.7984 25.444 13.2273 18.7989 117.69 73.8807 28.4859
internal_count=4633 3575 2368 2100 1058 1234 1145 431 866 151 1207 602 196 204 85 1109 1080 946 415 531 284 994 177 90 87 60 72 406 291 97
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 1 2 1 1 0 1 1 0 0 1 1 1 2 0 2 2 1 1 2 1 2 2 0 2
split_gain=61.3512 31.2787 52.7279 18.5183 21.5028 12.8863 16.9996 12.5524 11.1966 12.8743 10.7085 16.9677 12.7387 14.6633 10.4962 20.2873 11.7759 9.53526 9.39662 8.87929 8.63519 8.54848 9.47719 15.0072 10.5263 9.902 8.45808 8.37911 7.70973 7.68399
threshold=0.50634711535000021 0.39170982905000007 0.47721625100000004 0.53017873715000008 37.232443001650005 0.41973294215000007 0.3447651268000001 44.952171034750002 0.33894194785000004 0.32467590790000006 0.5485614203000001 0.43584024430000007 0.4172030777500001 0.53998383280000006 0.50913146310000013 0.37977904855000005 0.34575312120000007 0.39670967935000007 42.081757894750005 0.55980359870000018 40.408647214050006 38.911218973650008 0.34545372890000009 0.34542378970000004 41.873095646600007 0.34515433670000012 42.720329370750001 42.759119507950011 0.48368312325000012 44.202975721700007
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 17 7 8 -1 9 18 12 -12 13 -6 16 -16 21 -5 -7 -13 -8 -4 23 24 25 -23 -22 -26 -24 -3
right_child=-2 3 14 4 10 6 20 -9 -10 -11 11 19 -14 -15 15 -17 -18 -19 -20 -21 26 22 28 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.11049121160934305 -0.10960567172479391 -0.045348417373495646 0.13815610422112132 0.092475075628928358 0.018715410083976963 0.10101309244392787 -0.16350477631029081 -0.0032649802930285847 0.071125328494806586 -0.10178924517721306 -0.082995087585288119 0.078490944869649415 0.064110705037212168 -0.14567161996204683 -0.078698903167023687 0.03911392524775973 0.065019275763971124 -0.10039810115883148 -0.055413586784237745 -0.0064626699068383118 0.0066174950880918508 0.003630138568169885 -0.0070681984333773986 0.13862136433643243 -0.12835234179010657 0.08752535413330971 -0.08218554945546469 0.0027085618087880083 -0.1431866488557447 -0.12606207392906485
leaf_weight=30.430884934961796 48.553800530731678 34.430872790515423 6.3309723138809195 2.8024500459432593 24.787789382040504 9.6677030920982414 6.1109339147806159 17.025794163346291 29.251566618680954 10.947489358484743 28.236325196921825 13.759517304599283 48.831484414637089 6.9469470009207717 20.115169405937195 53.468046478927135 183.33927422016859 30.028990149497986 6.370712347328662 116.23305147141218 22.112897150218487 31.694343224167824 20.138690650463108 11.897330790758131 7.2731964811682728 25.297705255448818 20.827428176999092 14.813424274325369 5.2447475939989081 17.940767481923103
leaf_count=358 554 248 11 8 101 23 49 80 81 71 190 40 140 42 115 182 519 273 37 652 102 112 77 23 44 61 172 57 29 182
internal_value=-0.000254233 0.00594579 0.0208554 -0.018552 -0.0080544 -0.0287586 -0.00925852 -0.0720222 0.0282682 -0.0181871 0.00237822 -0.0127325 0.0320551 -0.01727 0.0408187 0.00690787 0.0489723 -0.0839347 0.0388779 0.00252954 -0.052283 0.024993 0.0188359 0.0339107 0.0181571 0.0408697 -0.0364548 -0.0404502 -0.0351931 -0.0729982
internal_weight=904.91 856.357 532.358 323.998 271.627 152.745 105.289 47.4567 56.2375 26.9859 238.795 158.229 80.5662 31.7347 379.613 73.5832 306.03 32.8314 16.0384 129.993 49.0513 122.69 116.359 90.976 79.0787 56.992 42.9403 22.0866 25.3834 52.3716
internal_count=4633 4079 2203 1876 1446 973 535 438 212 131 1165 882 283 143 1230 297 933 281 60 692 323 414 403 297 274 173 274 101 106 430
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 1 2 2 0 0 0 1 0 0 2 1 1 0 1 1 0 2 1 1 0 1 2 2
split_gain=53.69 26.9135 40.8182 15.833 18.388 15.4415 12.2017 13.5013 12.722 11.9962 10.6057 10.267 9.58281 9.23909 10.4516 10.0693 17.6155 9.19681 18.038 8.7758 14.1228 10.5415 11.8204 8.36521 8.13069 8.0347 7.94023 23.1358 8.39187 7.37628
threshold=0.50634711535000021 0.43572048740000008 0.39170982905000007 0.53017873715000008 37.232443001650005 0.47880302985000006 0.3584174126500001 0.34575312120000007 41.289992964000007 48.393869453650005 0.48368312325000012 0.49688632075000011 0.48654231910000006 0.3447651268000001 0.47673722340000008 0.47787491390000009 40.518963363600001 0.3298553935500001 0.32467590790000006 0.5485614203000001 0.43584024430000007 0.4172030777500001 0.53998383280000006 48.96897326980001 0.39670967935000007 0.3621298763500001 0.50913146310000013 0.37977904855000005 39.852039223600009 44.202975721700007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 29 24 13 7 8 -7 -1 -10 -8 -12 17 25 -16 -17 18 -3 21 -21 22 -6 -11 -5 -15 -13 28 -28 -4
right_child=-2 2 3 4 19 6 11 -9 10 23 12 26 -14 14 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.086574422564789574 -0.10646867967214489 0.112813691448304 -0.041612603563747616 0.08380978037733175 0.016866335137352244 0.067659899903224727 -0.092768838936412842 0.07914004138824117 0.021412873215509724 0.074521757209027761 -0.1565649190009433 0.05592915898042148 0.015286716841703036 -0.082527546334030727 0.039890856103720188 0.063099510524873503 -0.13395731322458757 0.05857725269530193 -0.15204809984081802 -0.076475226784012723 0.0022852834804599174 0.0587488388566835 -0.1304995581616705 -0.065670646916862044 -0.095219834472767897 0.083772859529350235 -0.0015142047742106408 0.035575035537890251 -0.148831084722026 -0.12297871408061672
leaf_weight=43.54468459635973 45.161342032253742 4.2799705266952497 33.80379780381918 2.7839124947786358 24.756483435630802 40.598683461546898 8.0094741433858854 114.12685259431601 32.90917044878006 9.5451687574386614 7.721802666783331 47.255907483398914 5.5964850187301636 27.908285938203338 34.343577556312084 7.8068730384111431 10.828803107142447 37.968510188162327 6.4406290873885155 27.612565390765667 129.73620080202818 48.003953546285629 6.976927511394023 7.6814900338649741 28.572472684085369 3.2428260445594779 5.8962760269641903 52.937159195542336 11.234443351626394 16.619375765323639
leaf_count=464 554 9 248 8 101 111 41 302 111 26 44 136 20 221 124 21 68 112 52 190 692 140 42 40 273 11 25 182 83 182
internal_value=-0.000256277 0.00546263 0.0104692 -0.0170159 -0.00735837 0.0295586 0.0412595 0.0565315 0.0268142 -0.0586293 -0.00905807 0.0167731 -0.084351 0.000813966 -0.0192503 0.00777677 -0.0514061 0.0354832 -0.0463077 0.00215976 -0.0115361 0.0291863 -0.0155336 0.012009 -0.0793251 -0.0652157 0.0242514 0.0028869 -0.0981256 -0.0684307
internal_weight=883.904 838.743 777.971 318.866 268.443 459.106 326.286 200.953 86.8261 60.7713 46.2275 125.333 13.3183 132.819 84.1304 52.9793 18.6357 48.6891 10.7206 237.086 157.349 79.7374 31.7334 17.2267 31.3564 31.1511 117.324 70.0679 17.1307 50.4232
internal_count=4633 4079 3549 1876 1446 1673 1055 588 286 530 175 467 64 618 445 213 89 173 61 1165 882 283 143 66 281 232 426 290 108 430
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 1 1 2 1 0 2 2 0 0 2 0 2 2 2 1 1 2 2 1 1 1 1 1
split_gain=47.0459 22.8115 32.6425 14.8069 13.6015 15.4009 10.5226 11.9975 10.8352 8.56742 8.54708 10.5329 8.41489 9.44764 8.26066 8.21933 14.3597 8.06786 7.35282 12.8158 7.06745 12.4257 11.8159 10.6484 16.276 8.02696 7.96849 7.59329 6.89535 6.5755
threshold=0.50634711535000021 0.42615490555000007 0.39170982905000007 0.47880302985000006 0.53146612375000013 37.232443001650005 0.3584174126500001 0.34575312120000007 0.34545372890000009 51.757767929250001 0.3447651268000001 0.47673722340000008 41.489621506400006 42.844429421150004 0.49688632075000011 0.47787491390000009 40.518963363600001 0.60861950240000018 44.202975721700007 43.968221017800005 36.558960102350007 0.36880632320000012 0.37227927305000003 38.621016321050007 43.118479346150004 0.39019789825000006 0.38906020780000011 0.37407562650000009 0.39670967935000007 0.33894194785000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 28 7 8 12 -7 29 -12 -5 -14 -8 -13 -17 -11 19 -4 -16 23 -23 -22 -25 26 27 -24 -6 -3
right_child=-2 2 4 6 5 9 14 -9 -10 17 11 15 13 -15 20 16 -18 -19 -20 -21 21 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.061021583966469388 -0.10353088802716777 -0.013993049352560025 -0.060637667048913574 0.07789690913137276 0.076157405634344574 0.0063592669290523972 -0.081922567984873851 0.074636106604522912 -0.03587834761687405 -0.13687432480396874 -0.06523517906059316 0.036059922827227385 -0.058948556212881732 0.057759894793240611 0.066498193973374975 0.058199442916496202 -0.12108342683287512 0.066825560607362139 -0.12036376457053494 0.11906252152173716 0.016693092370708731 0.096770417009337029 -0.1259768596576184 -0.34585112282030755 -0.032470850305505471 0.057913207220434804 -0.14153583806158329 0.011905079738786494 -0.089876810774264349 0.057462778027642748
leaf_weight=49.165351748466492 41.96388666331768 20.882330104708672 31.278229147195816 35.488613344728947 2.7585984766483334 222.85974077135324 8.1544777825474721 109.17490385472775 21.994182333350182 7.8431835770606977 32.664502888917923 34.200676411390305 12.749605789780619 15.211839027702807 27.465696342289448 7.6274003237485912 10.783958129584787 2.5852593705058098 15.452841304242609 4.5454566478729239 5.6619755551218969 17.083995141088963 4.5875334292650214 2.9426192119717598 3.7943163067102432 17.918182708323002 4.9366967827081671 30.87443782389164 26.814157329499722 33.59821218252182
leaf_count=476 554 102 255 94 8 1067 41 302 91 71 260 124 58 43 75 21 68 12 183 11 19 41 31 24 23 60 27 126 269 97
internal_value=-0.000254823 0.0050233 0.00922978 0.0262641 -0.0155946 -0.00640425 0.0381859 0.052671 0.0246055 0.00221381 -0.000865859 -0.0206323 0.0455715 0.00454423 0.0153446 0.00705971 -0.0468107 -0.0863762 -0.0627072 -0.0378366 0.0222258 0.00837642 0.0236316 -0.0843943 -0.169352 0.00220553 -0.0225027 -0.005932 -0.0743888 0.0300738
internal_weight=863.063 821.099 771.934 457.796 314.137 262.861 318.039 194.619 85.4442 233.288 139.757 85.2765 63.4501 27.9614 123.42 52.612 18.4114 10.4284 51.2765 35.8237 115.265 87.7998 75.4008 12.3989 6.73694 58.3169 40.3987 35.462 29.5728 54.4805
internal_count=4633 4079 3603 1727 1876 1427 1055 588 286 1150 672 473 195 101 467 213 89 83 449 266 426 351 285 66 47 244 184 157 277 199
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 2 2 2 2 2 0 2 2 2 2 2 1 2 2 1 0 0 1 1 2 0 2 1 0 1
split_gain=41.2691 20.7726 21.914 19.7522 21.2206 13.8384 15.2133 13.0779 8.46085 8.58178 9.426 7.94578 7.72147 13.3281 9.73747 7.67072 7.60713 7.36467 9.92385 11.9728 9.78029 10.149 8.71482 11.3235 9.76199 9.49547 9.31241 10.0801 7.21045 9.11179
threshold=0.50634711535000021 31.914316944300001 42.783136484500005 0.57670429030000014 0.41973294215000007 42.684965421050009 42.620627117000005 42.388109226950007 42.982930821650008 51.757767929250001 0.61400856260000014 42.686561923500008 47.74983977685001 45.700098835450007 49.064150740050003 35.119813570500007 0.34377713240000007 40.165165956550005 42.154118731400011 0.34515433670000012 0.48271009850000007 0.47774018740000007 0.38906020780000011 0.46280051495000007 37.041406607950009 0.5218855723000001 38.474425342400004 0.37820723930000005 0.45798030000000006 0.37227927305000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 15 -5 -4 12 -11 -7 13 28 -14 16 -6 22 19 -19 21 -20 26 24 -24 -26 -17 -28 -10 -30
right_child=-2 2 8 7 5 11 -8 -9 9 10 -12 -13 14 -15 -16 17 -18 18 20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.11098362508738131 -0.10074642828902902 -0.095714755883417602 -0.09658832651361722 -0.083360267306757496 0.14627176688639035 0.12028189315603893 -0.14808497789704872 0.1244938263947632 -0.08961436269491363 -0.12751539154349931 0.099095488576349436 0.014769909325132472 0.058164030722475515 -0.09171424778146621 -0.025165645833416839 0.054906054918613757 0.038962790312677312 -0.013026380632961016 -0.018824842609433359 0.049115490160053676 0.017510868708783142 -0.20385091146837336 -0.11838353828607343 0.13091338217886803 -0.15158888568988518 -0.0047881700236765022 -0.027381289767479361 0.11082722748360961 0.026611936357590401 -0.030236458852976097
leaf_weight=15.248596139252184 38.966356337070465 14.880678683519362 13.299124382436274 27.378845252096657 9.3294749259948748 23.078210115432739 5.2569265961647025 3.4033475294709197 10.047143369913099 11.452488802373407 2.1858936622738829 10.332876317203043 32.254282087087631 22.781239733099937 24.809709213674068 49.772634044289589 22.631212800741196 37.269948869943619 7.9567739069461805 184.4339739754796 29.01862621307373 4.7250025570392609 10.286953076720236 4.7905069068074217 4.7115532234311095 67.977536976337433 38.003800436854362 6.1279971152544013 57.614084601402283 55.215646274387836
leaf_count=167 554 209 87 279 17 56 37 18 127 125 8 45 112 191 143 152 96 155 47 623 118 37 80 15 31 328 162 13 232 369
internal_value=-0.000234181 0.00462346 0.00685202 0.017498 0.0220161 0.0254132 0.0211017 -0.0603795 -0.0191703 -0.0144116 -0.0911953 0.0876507 -0.0092459 -0.0214615 0.0219348 0.0229661 0.0702868 0.019568 0.030251 0.038669 -0.0145044 -0.0877622 0.00407882 -0.0185762 -0.0272068 -0.0143035 0.0252531 -0.00819011 -0.00843667 -0.00120804
internal_weight=845.241 806.275 791.026 561.367 530.585 515.704 482.293 30.7822 229.66 216.36 13.6384 33.4111 202.722 145.658 57.064 477.036 31.9607 445.075 263.404 221.704 41.7004 12.6818 181.671 87.7666 82.976 72.6891 93.9044 44.1318 122.877 112.83
internal_count=4633 4079 3912 2518 2221 2012 1911 297 1394 1307 133 101 1174 919 255 1874 113 1761 980 778 202 84 781 454 439 359 327 175 728 601
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 2 2 0 2 0 1 1 1 1 0 0 1 1 0 0 1 2 1 2 2 1 0 0 1
split_gain=36.2027 17.7007 18.1143 19.2555 15.4673 15.3452 15.3795 12.312 7.34651 11.0654 10.9512 8.54287 11.0828 11.1561 8.48627 10.1913 9.16818 11.5616 9.6466 8.03946 14.7469 8.26282 5.90737 7.472 6.39526 8.39921 10.0249 8.252 7.56729 7.9147
threshold=0.50634711535000021 31.914316944300001 42.720329370750001 42.684965421050009 0.41973294215000007 0.57927906350000014 42.388109226950007 42.620627117000005 0.60710757165000018 51.757767929250001 0.63013083440000017 0.48616807880000007 0.48522499325000007 0.45932756505000005 0.44922307715000004 0.55788748840000013 0.54191491270000014 0.42111014640000005 0.41347564445000012 0.51657136015000005 0.50291907430000016 0.39814676205000005 35.119813570500007 0.34377713240000007 40.165165956550005 42.154118731400011 0.34515433670000012 0.49067393190000008 0.52468488970000016 0.43643902880000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 22 9 11 -10 12 13 14 15 16 17 18 19 20 -4 -21 23 -6 -24 26 -26 -27 -29 -30
right_child=-2 2 8 -5 5 6 -8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 24 -25 25 27 -28 28 29 -31
leaf_value=-0.10516614717258353 -0.098077299149238115 -0.092645653608760994 -0.020187170019186771 0.10130467981398322 0.14116634392448696 -0.08614567698180782 0.15406852223146453 -0.13305955252943966 0.093480393000795414 -0.12402211594396427 -0.071435638272585367 -0.14897785137702962 0.14164103603450165 -0.13633049488404825 0.090085301550563018 -0.10748673755759096 0.081898555009562918 -0.15104434085950957 0.1060385245180441 -0.10185606514148982 0.079844185816236923 0.021080478936594416 0.0032805776345031117 0.032461161151582957 -0.011683317782826325 -0.067659144880619485 0.045141186726828035 0.1016324272428379 -0.077142499876115017 0.062066468877962078
leaf_weight=14.521421074867247 36.168866835534573 13.729101493954657 101.15894302725792 25.370229914784431 8.7310223579406756 23.593597672879699 3.004723258316516 5.2648446932435027 13.079889774322512 10.191243670880793 5.8174370303750029 4.8075090050697318 4.4681548178195944 7.6107612252235404 7.6844957023859015 11.694893591105936 10.003429174423216 6.1668738871812812 6.6898920312523833 18.96219934523106 17.250956632196903 7.6821486279368392 181.14599914848804 22.928505524992943 37.392078943550587 16.781949013471603 182.93429569900036 8.2142288908362406 9.261733293533327 7.3057378381490699
leaf_count=167 554 207 601 74 17 257 13 37 44 121 36 40 8 78 22 90 40 59 24 170 55 39 790 102 155 102 630 23 56 22
internal_value=-0.000235652 0.0042244 0.00626375 0.0162346 0.0120864 0.0149249 -0.0590095 0.0190222 -0.0170598 -0.0223288 0.0427119 -0.017253 -0.0140767 -0.0176465 -0.0128237 -0.0172266 -0.0109402 -0.0168214 -0.0113666 -0.0167813 -0.00561376 -0.0664108 0.0207089 0.0624397 0.0177268 0.0277191 0.0354974 -0.0135131 0.0231542 -0.0157557
internal_weight=829.617 793.448 778.927 545.658 520.288 506.559 26.5983 479.96 233.269 214.372 18.8973 204.18 199.373 194.905 187.294 179.609 167.914 157.911 151.744 145.054 118.41 26.6443 474.696 31.6595 443.036 261.89 220.326 41.5636 24.7817 16.5675
internal_count=4633 4079 3912 2485 2411 2204 270 1934 1427 1347 80 1226 1186 1178 1100 1078 988 948 889 865 656 209 1897 119 1778 988 785 203 101 78
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 2 2 0 2 0 0 0 0 1 0 0 1 1 2 1 2 2 2 0 1 1 0 0 0 1
split_gain=31.7591 15.0567 14.9916 14.5088 16.1413 12.3584 16.9263 9.09432 11.0274 8.90555 17.0352 8.65469 10.8347 8.97727 7.32249 7.23305 7.21 7.14255 11.2271 6.96357 14.7911 6.7164 6.00222 5.96677 5.52116 9.69086 6.79309 19.1141 9.38812 8.49767
threshold=0.50634711535000021 31.914316944300001 42.783136484500005 0.41973294215000007 0.37227927305000003 42.684965421050009 42.154118731400011 0.57927906350000014 41.772405911750006 0.5116313883000001 0.50291907430000016 0.48588365620000007 0.48368312325000012 0.35986946500000005 0.62143349005000015 0.49588335680000006 0.3447651268000001 0.49585341755000006 51.757767929250001 0.36880632320000012 37.500638522700008 42.982930821650008 41.444941515100005 0.62376874945000005 0.48616807880000007 0.48522499325000007 0.58887458460000019 0.55788748840000013 0.55348642255000013 0.42663393310000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 11 9 14 10 -6 12 -5 22 -9 16 -8 18 21 20 -15 -4 -13 24 25 26 27 28 29 -23
right_child=-2 2 17 4 7 -7 15 8 -10 -11 -12 13 -14 19 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.09949310965046583 -0.09549171468409845 -0.090070447822313382 -0.08569576224339065 0.02699222874919413 0.042388742466557439 0.096185469025408199 0.052282988496405169 -0.12174252227409653 0.063875282949116569 0.010004602942702456 -0.19193041037768141 0.1089840772704605 -0.10364858891738067 0.036792699405504121 0.030599649020456123 0.065679232335508417 -0.10137195764501801 0.062550097421353909 -0.12339799026119508 0.084835032303812286 -0.15525245893316023 -0.0039984112729168067 0.014030000361768541 -0.13843216362011976 -0.13322416564268649 0.13288551752884356 0.063186594215419667 -0.12122321697775361 0.12813450598899059 -0.13781791493419035
leaf_weight=13.850121349096296 33.568003628402948 12.920027628540991 12.631384067237375 143.92252329736948 6.0822484940290433 28.344554156064987 3.6969575583934846 16.291658774018295 5.8303345069289199 211.31155249476433 6.3333820477128029 36.432141967117786 6.6412630230188361 16.157909952104095 3.9129460826516143 4.4412196278572074 17.554008789360523 10.959462843835352 10.049814298748968 11.762577906250952 5.3344774097204199 139.49744009226561 8.1454819664359075 3.5699258223175994 3.4503804221749297 4.9211139380931845 12.022636778652666 15.27664992213249 5.2061638832092276 4.9123739376664153
leaf_count=167 554 209 82 519 25 87 15 196 36 946 49 88 34 51 42 13 118 45 126 30 30 816 30 23 32 9 44 147 17 53
internal_value=-0.000247495 0.00384375 0.00570827 0.0146366 0.0171786 0.0335557 0.0265692 -0.00134088 -0.0572784 0.00516852 -0.0771406 0.0352257 0.0212298 0.0623002 -0.092239 -0.050385 -0.0746411 -0.016166 -0.0202442 0.0229795 -0.0108735 -0.0150991 0.0916335 -0.0103773 -0.0079101 -0.00553224 -0.0093825 -0.0146736 -0.00379433 -0.00855054
internal_weight=815.031 781.463 767.613 545.115 532.195 282.433 254.089 249.762 26.0349 223.727 12.4156 228.396 150.564 77.8326 20.2046 25.6922 21.251 222.497 211.538 33.255 21.4924 201.488 44.5776 188.857 185.287 181.836 176.915 164.893 149.616 144.41
internal_count=4633 4079 3912 2518 2309 1015 928 1294 274 1020 74 782 553 229 238 146 133 1394 1349 111 81 1223 118 1141 1118 1086 1077 1033 886 869
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 2 2 2 0 0 0 0 1 1 0 1 1 2 0 0 1 1 2 0 0 2 0 1 0
split_gain=27.8698 13.1588 22.8409 13.2114 11.1922 13.4528 13.1337 7.49738 6.40138 5.61034 10.4166 7.99837 9.37805 8.99324 7.2781 12.8375 8.7707 8.57134 8.14695 22.4551 9.54793 18.6693 6.93882 8.3929 8.26274 6.52224 5.9449 5.56961 8.99823 6.49833
threshold=0.50634711535000021 0.47076434840000009 0.39170982905000007 0.39394030120000006 0.39563186730000005 0.53203496900000014 36.772607578000013 48.823707093150006 48.96897326980001 0.47880302985000006 0.47500074850000013 0.47673722340000008 0.47847369840000004 0.34515433670000012 0.35585760905000008 0.49194634890000005 0.34575312120000007 0.34545372890000009 37.892416320650007 0.50291907430000016 0.50913146310000013 0.37820723930000005 0.34542378970000004 41.489621506400006 0.48458129995000004 0.50035927070000008 42.783136484500005 0.54504356155000011 0.43584024430000007 0.55980359870000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 9 -4 -5 -6 -7 -1 -9 10 -3 -12 -13 -14 16 26 17 22 25 -20 -21 -22 23 -11 -25 -17 -16 -8 -29 -30
right_child=-2 2 3 4 5 6 27 8 -10 14 11 12 13 -15 15 18 -18 -19 19 20 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.045310099808516829 -0.092963027987591818 0.075924729371227212 -0.13099384961657529 0.089594525948737222 -0.070575950720722411 -0.080528206018002799 0.02894450190528515 0.11645646918476511 -0.021984156140142017 0.062055859092768388 -0.07450827556188408 0.020382428357782659 -0.21880740282478964 -0.0011287348623028968 -0.20531322357537066 0.096958798609374564 0.066963348162476566 -0.032660375247582731 -0.18689277957787834 0.077376193973939716 -0.11394863147012935 0.027876211308815901 0.11995941408749458 0.0098543004951657364 -0.14459652384036034 0.021209635764431346 -0.018985097535607495 -0.051996688540179761 0.067697787556137784 -0.0027834264343885272
leaf_weight=74.616525121033192 31.157814808189869 15.80501116812229 9.1442900858819467 11.092128876596687 35.223577599972486 20.716400947421789 59.324016243219376 5.6720734983682624 8.1235521733760816 28.476682104170322 16.653636403381824 49.085182033479214 3.4331614524126044 4.2443393170833588 3.7286992371082297 19.772776208817959 85.767933487892151 21.710004344582558 5.9126988351345053 18.615635126829147 12.236071601510046 38.440702646970749 9.3207467198371869 17.986688770353798 4.2898241430521002 26.737738519906998 3.1664655730128288 34.703274816274643 14.826233141124247 111.15691976994276
leaf_count=698 554 50 91 50 360 240 202 12 41 84 117 191 24 20 25 49 268 91 36 52 89 143 21 65 25 92 15 215 45 668
internal_value=-0.000243897 0.00350804 0.00821639 -0.0126653 -0.0088957 -0.0128546 -0.00440873 -0.0327887 0.0349357 0.024265 0.00228242 -0.0135712 0.00430711 -0.0984685 0.0308874 0.0129945 0.0446218 0.0211918 0.0205143 0.00016839 0.0161303 -0.00636786 0.0406534 0.0260889 -0.0198885 0.0534125 -0.119746 0.00275875 -0.00690879 0.0055111
internal_weight=801.141 769.983 681.571 296.187 287.043 275.95 240.727 88.4122 13.7956 385.384 89.2213 73.4163 56.7627 7.6775 296.163 128.611 167.552 81.7839 121.716 75.2051 69.2924 50.6768 60.0739 50.7532 22.2765 46.5105 6.89516 220.01 160.686 125.983
internal_count=4633 4079 3328 1871 1780 1730 1370 751 53 1457 402 352 235 44 1055 501 554 286 461 320 284 232 195 174 90 141 40 1130 928 713
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 2 2 2 1 1 2 0 1 2 2 0 1 0 0 2 2 2 1 1 1 2 0 2 2
split_gain=24.4667 11.9958 12.0313 18.34 10.7177 10.1421 10.6447 9.53209 5.75788 6.70471 5.56831 10.1505 5.52568 5.05873 4.96464 7.16132 6.90169 11.4535 9.04262 6.81796 7.02479 8.78301 6.79751 6.7062 9.70039 8.82182 5.88861 5.39602 6.87238 8.3724
threshold=0.50634711535000021 31.914316944300001 42.686561923500008 42.684965421050009 0.41973294215000007 0.57670429030000014 40.722669576350008 42.620627117000005 35.119813570500007 0.34377713240000007 0.4985778869000001 51.757767929250001 0.49820364660000011 0.30560462260000004 40.165165956550005 39.522095559600011 0.4995209724000001 0.46280051495000007 0.46898296455000005 0.5485614203000001 39.788107623550012 40.00488309970001 40.467253020850002 0.41917906650000009 0.40272746325000003 0.42111014640000005 39.065416244600009 0.56974342085000018 41.835830569250014 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 8 9 -6 11 13 -11 -4 15 16 18 26 -10 20 -17 -22 -16 24 -24 -25 -18 28 29 -27
right_child=-2 2 10 -5 5 6 -8 -9 14 12 -12 -13 -14 -15 22 19 17 -19 -20 -21 21 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=-0.092803067431967146 -0.090468869739594601 -0.085630072766323048 -0.11386906005787563 0.11380448559608938 0.13708438641095985 -0.099775368116872792 0.02880588461057559 -0.12005399679170299 -0.041872445448624999 -0.07746693060034926 0.0604703676926856 -0.12084691668300583 0.054167771223760257 -0.010641538852304726 0.068324071334373446 -0.068759030240017879 -0.026321169424036575 0.15519356918930538 0.068322201014701781 -0.12979036764530297 0.061352812452600117 -0.069083418197890975 0.012112438529410146 0.12317384311663232 -0.11345374835123721 0.0079661758180603719 0.037624618599576318 0.084329246587239948 0.063523561820514107 -0.14324853577610952
leaf_weight=12.786640897393225 28.930579051375389 11.500558912754057 4.8604544624686232 17.546700000762939 8.1158057153224963 15.938810233026745 10.801713474094866 5.1290222629904738 9.4460860192775709 3.8885166645050075 9.5477302521467191 9.115504711866377 17.724961645901203 203.98772441968322 29.373104833066463 15.865065753459929 63.389916233718395 4.3239627704024306 35.185556672513485 6.2763130962848654 15.395746618509294 7.7665380463004103 161.23225924372673 12.094338811933993 6.3964686691761008 12.713704198598867 18.634154371917248 11.393779478967188 11.504837065935133 5.1425798684358588
leaf_count=167 554 207 76 56 17 214 79 37 50 24 38 126 72 1205 92 85 338 11 101 41 51 40 680 24 38 49 64 34 33 30
internal_value=-0.000215044 0.00323387 0.00488374 0.0133197 0.00978792 0.0120378 -0.0478356 0.0155109 0.0170361 0.0595857 -0.0142781 -0.0175524 0.0304852 -0.0130439 0.0140677 0.0012176 0.0130714 -0.00343195 0.045 -0.0330534 -0.0174963 0.0176163 0.0231341 0.0171137 0.00732102 0.0481743 -0.011794 0.0259176 0.00325058 -0.0355834
internal_weight=786.009 757.079 744.292 516.781 499.234 487.733 26.7405 460.993 455.864 29.7293 227.511 217.964 21.6135 208.848 426.134 176.283 130.98 86.348 44.6316 45.3037 39.0274 23.1623 249.851 220.478 167.629 52.8492 82.0241 40.7549 29.3611 17.8563
internal_count=4633 4079 3912 2467 2411 2204 293 1911 1874 113 1445 1407 96 1281 1761 781 564 413 151 217 176 91 980 888 718 170 402 146 112 79
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 0 1 1 2 2 2 1 0 0 1 0 1 2 0 0 1 0 2 1 2 1 1 0 2 1
split_gain=21.4622 10.1694 10.2724 11.3777 11.9966 10.9968 8.13248 12.6852 8.70785 7.29451 6.92546 6.38371 9.44705 7.97385 6.37478 10.2326 15.2608 8.63419 8.2393 9.6781 6.62455 6.13884 5.91006 17.6064 14.3685 8.13923 14.4682 5.99988 5.62196 7.4746
threshold=0.50634711535000021 31.914316944300001 0.30560462260000004 0.39170982905000007 0.39394030120000006 0.47880302985000006 0.39563186730000005 0.39900002995000006 36.558960102350007 36.772607578000013 33.361153777850006 0.35585760905000008 0.49194634890000005 0.49820364660000011 0.3447651268000001 0.45995628875000011 0.35331277505000008 35.119813570500007 0.47673722340000008 0.47787491390000009 0.34515433670000012 0.5116313883000001 37.892416320650007 0.36880632320000012 43.118479346150004 0.37227927305000003 0.37644082515000005 0.50035927070000008 51.757767929250001 0.4995808509000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -6 8 -8 10 -9 13 -13 -7 17 -16 18 -4 -17 -20 -21 -11 27 24 -24 -25 -27 -14 -23 -30
right_child=-2 2 3 4 6 11 7 9 -10 21 -12 12 22 -15 15 16 -18 -19 19 20 -22 28 23 25 -26 26 -28 -29 29 -31
leaf_value=-0.087416449997821194 -0.087990510786535567 -0.11151450514177719 0.11380441987973895 -0.12729099290530496 0.076511201478406413 0.033133261401619901 0.11371788973462407 0.069117703825858925 -0.10359337470002479 -0.12542585600782138 -0.10663190605459355 -0.10283127106546762 0.090498331915478292 0.10637582955086272 -0.099271252827771828 -0.097007666332829395 0.10131156902896465 0.0041924008616352508 0.024433860827343751 -0.18780099226570748 -0.034809279599369594 0.006404734987812727 -0.24561962214469332 0.086010512709468162 -0.0088193180806163396 -0.12471746824243393 0.023873350349632182 0.014322017568484571 -0.11945076718595433 0.096864980947797427
leaf_weight=12.245946280658243 26.877417083829641 7.5579779446125022 8.0422763973474485 8.4511462040245515 11.360652927309273 143.11933341622353 2.0349786952137974 2.7816932946443549 19.641812771558762 3.7785092554986468 11.559077892452477 6.9472270235419264 18.146829910576344 16.586874291300774 14.91790224611759 13.387504659593104 10.79064506292343 67.518466681241989 30.580719746649265 3.8015650622546664 11.076677985489367 215.59375118091702 4.8799905702471715 14.370034903287886 5.3954989686608315 7.7751564756035796 41.682394042611122 24.032865956425667 7.3695083633065206 2.0394593924283981
leaf_count=167 554 137 23 91 51 509 13 22 207 46 141 39 49 43 212 113 30 356 118 27 57 1108 34 40 30 57 159 85 108 7
internal_value=-0.000195015 0.00296194 0.00446729 0.00567196 -0.00992947 0.0156941 -0.00633792 -0.00989239 -0.0831926 -0.00335694 -0.0725416 0.0275457 0.0104458 0.0407401 -0.00524861 -0.0241109 -0.00800977 0.0158589 -0.028056 -0.00774993 -0.0739005 0.000979787 0.0172134 0.000204696 -0.121279 0.0197622 0.000513583 0.0470951 0.00310254 -0.0725628
internal_weight=774.344 747.466 735.221 727.663 284.611 443.052 276.159 264.799 21.6768 243.122 14.3408 282.936 123.23 159.706 160.116 84.555 69.6371 75.5607 58.8465 45.459 14.8782 228.781 116.283 74.1031 10.2755 63.8276 49.4576 42.1797 225.003 9.40897
internal_count=4633 4079 3912 3775 1794 1981 1703 1652 220 1432 163 1045 493 552 936 557 345 379 315 202 84 1269 454 320 64 256 216 134 1223 115
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 2 0 2 2 2 1 0 1 1 1 0 0 2 2 1 2 1 1 0 1 1 0 2 0
split_gain=18.8025 9.07201 15.3931 6.9748 8.70156 6.4902 5.94562 5.91311 5.64308 17.7706 5.42255 7.2675 9.75895 11.5003 7.76405 16.4503 8.6646 7.43514 11.1659 8.67402 8.06955 7.97656 6.31963 6.22616 7.42512 8.03506 10.1317 6.57639 5.7316 9.99901
threshold=0.50634711535000021 0.47396784530000008 0.38906020780000011 0.47449178170000011 0.47721625100000004 0.5116313883000001 48.823707093150006 0.47550971530000002 48.109449608500007 48.914776625700007 37.041406607950009 0.39019789825000006 0.52324780695000006 0.39995808510000008 0.39563186730000005 0.39431454150000006 0.52769378160000013 0.54504356155000011 45.921757303800007 41.542492784600007 0.43584024430000007 42.081757894750005 0.39170982905000007 0.4529056016000001 0.60710757165000018 0.48616807880000007 0.4830394299500001 0.55980359870000018 43.477771593600004 0.62143349005000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 7 -4 -1 -5 -2 -10 -7 -12 -13 14 15 16 -14 18 19 -15 21 -19 -18 27 25 26 -25 -22 -26 -30
right_child=8 2 5 4 -6 10 -8 -9 9 -11 11 12 13 17 -16 -17 22 20 -20 -21 23 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.03893706015029353 -0.10860684149574228 0.12147210041327852 -0.12530922058363739 0.052110365468866486 0.024972879795437625 -0.049206847511251824 0.033076914425683383 -0.050243941660253172 0.31697777493867479 -0.10988561741341628 -0.12046164901533261 0.080555137155064099 -0.15751197644413031 0.004591376894675531 -0.10093962636429177 0.1121017754100371 0.11626069579265158 -0.025889985352367029 -0.092564474242112726 0.082572009904110802 0.091368596961915724 -0.1447707196053169 -0.073241859150804625 -0.0435019475051125 -0.043781157399583388 -0.13359816837694366 0.10036993300183815 0.0094945006698402314 0.13485142223010979 -0.025243475612732991
leaf_weight=73.233974374830723 20.214513916522268 6.8455049842596045 4.7469770200550547 7.1605078130960456 296.48957312852144 28.270876578986645 13.592628434300421 26.654119491577148 1.3662547022104252 3.4079711176455021 5.1903800517320624 13.920134913176296 6.703631520271303 26.614489451050758 19.016723293811083 7.0315856412053099 2.8481765240430832 25.222953096032143 6.4318649955093852 30.738849878311157 12.812244668602942 7.2711113840341559 4.6051683910191059 31.510349828749895 7.3051241263747242 7.659720364958047 5.7949470132589331 41.875312309712172 8.7350380048155767 7.0498204603791228
leaf_count=715 468 16 60 34 1126 305 53 160 15 71 27 55 67 99 212 25 9 131 83 89 32 67 43 239 74 85 18 200 19 36
internal_value=-0.000206566 0.00269238 0.00675662 0.0215621 0.0194915 -0.00927544 -0.0276633 -0.0285696 -0.0855125 0.0122712 -0.00747898 -0.00324066 -0.00101321 -0.00539332 -0.0545538 -0.0129225 -0.0750204 0.00363094 0.0323743 0.0463855 -0.00817944 -0.0524916 -0.000826489 0.00355148 -0.0166381 -0.040308 -0.0211531 0.028676 0.0294562 0.06335
internal_weight=760.321 735.332 648.505 337.15 330.304 311.355 86.8266 33.8146 24.9887 4.77423 306.609 278.338 273.147 259.227 40.2053 21.1886 14.157 219.022 63.7852 57.3533 155.237 32.4941 7.45334 122.743 68.055 44.965 37.3053 54.6876 23.09 15.7849
internal_count=4633 4079 3311 1336 1320 1975 768 194 554 86 1915 1610 1583 1528 356 144 119 1172 271 188 901 198 52 703 471 342 257 232 129 55
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 0 2 2 2 2 1 2 1 2 1 1 2 0 2 0 0 0 1 2 1 1 1 0 0 2
split_gain=16.6077 8.5288 8.5456 8.08357 15.6934 6.90377 5.37486 5.25546 12.2168 5.21114 7.30259 7.4645 6.43547 16.1347 6.0582 12.9553 5.97508 10.1829 7.01074 6.59995 9.8939 5.81877 5.80257 5.79459 5.66633 4.64821 5.07976 5.17606 4.52482 7.09124
threshold=0.50634711535000021 0.30560462260000004 32.724174661450007 42.686561923500008 42.684965421050009 0.58887458460000019 35.119813570500007 48.109449608500007 48.914776625700007 40.165165956550005 0.34608245260000009 41.909642283050012 0.35585760905000008 42.055256506450007 0.41917906650000009 0.40437412050000004 41.16018805045001 0.47697673720000006 40.518963363600001 0.47976108500000009 0.48654231910000006 0.47961138885000004 0.39900002995000006 40.003678352300007 0.42039160505000012 0.47634801355000006 0.49284452560000008 0.62143349005000015 0.56579144335000009 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -2 -9 23 11 16 13 -12 15 22 17 -11 -19 -18 -21 -20 -14 -8 -16 -7 27 -27 -26 -30
right_child=7 2 3 -5 -6 25 9 8 -10 10 12 -13 14 -15 24 -17 19 18 21 20 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.10991042646577527 -0.10772498815590831 -0.073682045481851116 0.054573505705473063 -0.0111326938277591 0.11162411372102801 -0.12016986626406895 0.00020448636694472955 0.22310509473991497 -0.10886237794103329 -0.11940102914638234 0.097344993633268706 -0.051910266146249856 -0.0046475355683298367 -0.079958155380839682 0.11473148017468977 -0.13900311522007244 0.069625768105838731 0.073754997285857979 -0.10381019182954475 -0.051600458287125534 0.09915610240772367 0.018212767252923836 0.082820098195026448 -0.070275325225965454 0.0021190038647911887 -0.028433673922395843 -0.11745981510262105 0.18147796265674332 0.12395492862782474 0.01162558131283839
leaf_weight=6.6937327682971945 18.432920180261139 14.066908977925776 26.713070925325155 214.85153157263994 15.358126878738402 6.7090416438877565 165.72364642843604 1.7222680523991574 3.111159909516573 7.8958231657743445 30.866739898920059 23.843707647174597 36.765867441892624 6.1561033651232711 8.9845023304223997 6.3416966497898093 25.316616825759411 10.450608298182489 6.5752005577087429 14.535728625953199 6.2143952399492255 9.6336699053645116 9.5557519197463971 12.548519358038901 28.530458353459835 2.9815467782318592 2.6503871940076351 1.9384135492146013 10.177295655012133 12.550460062921045
leaf_count=137 468 184 123 1369 56 92 832 15 71 95 90 146 202 32 20 43 77 29 35 65 18 35 26 81 112 35 40 16 26 63
internal_value=-0.000225061 0.00244512 0.00349267 0.00503502 0.0121384 0.0089126 0.0110411 -0.0833877 0.00942571 0.00835341 0.0175405 -0.0027569 0.0316831 0.0678633 0.0198193 -0.00495559 0.0117801 -0.0196526 0.0098902 0.0353581 -0.00645081 -0.0312864 0.0133963 -0.00475656 0.0414771 -0.0595639 -0.00585323 0.0542693 0.0286371 0.0619257
internal_weight=747.896 724.63 717.936 703.869 489.017 473.659 459.38 23.2663 4.83343 432.667 254.395 104.466 149.929 37.0228 112.906 52.6633 80.622 34.5553 26.6595 46.0667 20.7501 16.2089 46.3216 178.272 60.2427 14.2794 7.57035 4.91996 51.2582 22.7278
internal_count=4633 4079 3942 3758 2389 2333 2150 554 86 2027 1114 500 614 122 492 271 354 194 99 160 83 70 228 913 221 183 91 51 201 89
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 2 1 1 2 2 1 0 1 2 0 0 1 0 1 2 2 0 0 1 0 1 0 2 2 1
split_gain=14.6741 7.61206 7.95953 9.31231 8.98653 6.46091 5.90502 8.92594 9.47706 8.52837 5.37026 8.5063 12.4785 7.20394 6.23605 8.31299 5.19314 4.92989 8.76934 4.91983 9.16383 4.69307 4.46267 7.92653 6.26194 4.89458 9.30293 5.9945 4.45849 5.98653
threshold=0.50634711535000021 0.30560462260000004 0.39170982905000007 0.39394030120000006 0.47880302985000006 31.914316944300001 0.39563186730000005 0.39814676205000005 36.772607578000013 36.558960102350007 0.3447651268000001 0.45995628875000011 0.35331277505000008 35.119813570500007 0.47673722340000008 0.47787491390000009 0.34515433670000012 0.47943175355000006 0.34587287805000005 48.109449608500007 48.914776625700007 0.5116313883000001 0.47076434840000009 0.32467590790000006 0.47568935060000012 0.31753540315000006 0.41160444300000004 48.914776625700007 51.757767929250001 0.4995808509000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 9 -9 -8 13 -12 14 -7 -13 -16 -17 18 -6 -2 -21 -10 23 25 -24 26 27 -15 -23 -30
right_child=19 2 3 6 17 10 7 8 21 -11 11 12 -14 22 15 16 -18 -19 -20 20 -22 28 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.1088814308632762 -0.10693930746757892 -0.12982148412338615 -0.12178441544976004 0.063056147038081822 -0.018735100154678646 0.10869112144624485 0.11568124058286731 -0.076518983749438121 -0.12006002756368553 -0.10579205726715107 -0.094848260144937482 -0.088207347873152764 0.09270661277704223 0.075474725964259803 0.021803882922455387 -0.17330986120342695 -0.035695862382236709 0.019241820896931629 0.13103352820335609 0.17166449949444257 -0.10795272790427531 0.0048521064658372534 0.090244437652842555 -0.07737666613108711 -0.022815779516417511 0.067083489739541036 -0.13051375257297843 -0.045897442495545004 -0.11667537467903114 0.081070532006676646
leaf_weight=6.111047960817813 16.795068081468347 4.1844571940600863 7.259814776480197 11.513866417109965 6.2288656756281879 7.4656855389475814 1.966094478964808 17.302136544138193 3.1939687579870215 15.03275405615568 13.291506983339785 12.499756034463642 10.526433542370794 9.3904107585549408 30.025991976261139 3.6593791320919982 10.941420726478098 257.04155484586954 10.499568358063696 1.9968455955386151 2.8376009576022625 212.76494886353612 12.035986892879011 13.248285137116907 8.2612144351005536 11.43587766587734 5.1926465332508078 7.1811288744211188 6.400127772241829 2.0123009383678436
leaf_count=137 468 75 91 51 26 23 12 246 46 191 212 113 30 48 118 27 57 1003 26 15 71 1124 31 94 34 37 74 38 108 7
internal_value=-0.000200003 0.0022492 0.00320497 -0.0100188 0.011676 -0.00720512 -0.00701567 -0.0101347 -0.00520806 -0.0801764 -0.00389823 -0.021712 -0.00734317 0.0155318 -0.0257789 -0.00829293 -0.0701859 0.0226652 0.0752669 -0.0813514 0.00754186 0.000290996 0.0051116 -0.0119814 0.0442275 0.0141141 -0.0137183 0.0228792 0.00202896 -0.0693734
internal_weight=738.297 716.667 710.556 277.446 433.11 159.34 270.186 258.672 241.673 16.9988 155.156 80.9445 67.653 74.2112 57.1265 44.6268 14.6008 273.77 16.7284 21.6295 4.83445 224.371 66.7456 46.4483 20.2972 33.2001 21.7642 16.5715 221.177 8.41243
internal_count=4633 4079 3942 1876 2066 1011 1785 1734 1531 203 936 557 345 379 315 202 84 1055 52 554 86 1285 356 291 65 197 160 86 1239 115
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 2 2 1 1 2 0 1 2 1 2 2 2 1 1 1 0 2 0 0 1 1 1 1 1
split_gain=12.9467 6.79687 6.58281 8.4342 5.997 6.32642 8.01657 5.95907 5.7405 5.50675 8.65363 4.98041 10.3359 5.28334 5.19927 8.28223 4.6163 7.19413 4.19447 4.05174 4.12538 3.85319 4.77087 3.74588 3.66767 10.0704 6.21747 10.3794 6.29267 5.98073
threshold=0.50634711535000021 0.30560462260000004 0.52324780695000006 0.47736594710000008 0.52769378160000013 0.40651477500000005 44.701063782750005 33.036871954450007 0.39170982905000007 0.3447651268000001 40.408647214050006 0.45995628875000011 0.35696536035000009 41.909642283050012 0.34518427590000006 43.477771593600004 48.109449608500007 48.914776625700007 0.34584293880000011 0.39019789825000006 0.38772791230000009 0.52507409960000018 42.283941020600004 0.47396784530000008 0.5485614203000001 0.43540612555000008 0.4172030777500001 0.40651477500000005 0.42991227810000004 0.43837010870000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 21 -7 -6 19 23 -11 -12 13 -13 15 -15 -2 -18 -16 20 -5 22 -4 -3 26 -26 27 -9 -28 -27
right_child=16 2 4 8 7 6 -8 24 -10 10 11 12 -14 14 18 -17 17 -19 -20 -21 -22 -23 -24 -25 25 29 28 -29 -30 -31
leaf_value=-0.10796727023528255 -0.10623819683509513 -0.0040130340608354837 -0.07557643554878235 0.021829954100880442 -0.11641999635624599 0.14395120108619663 -0.11064727112497437 0.0088127022500950978 -0.075458444343184425 -0.14214073959423543 -0.084752585347321274 0.032143284159702384 0.11663943919105785 -0.080273047037285883 -0.13922605483207945 0.13934262237035477 0.13839686842585452 -0.10714256662172067 0.00056549527741128433 0.079736954260047593 -0.050067685658807426 -0.11086379273102141 0.069945680157713339 0.05646924864154599 -0.064882527150590008 0.05680070750285722 0.054981693417142458 -0.11197946339639714 -0.045503684654228604 -0.0078344710371561124
leaf_weight=5.5739270858466616 15.291972041130068 57.885475236922503 7.0487035140395218 267.86717894300818 4.6255607008934012 3.2481064945459357 1.9971718117594717 44.227621417492628 6.1564271673560134 6.738188572227954 9.3851519376039487 9.5616789832711238 5.9987249672412863 4.336344443261626 8.1776330173015577 2.8430512994527817 2.2156281545758238 2.5859895274043083 2.9103014543652526 11.713154971599577 8.2256482169032079 12.966228034347294 3.3112056404352188 12.440694227814673 28.809574671089649 16.49723955988884 39.964824602007866 8.4771967455744726 7.3833659514784804 108.26574007794261
leaf_count=137 468 384 45 1044 94 8 45 242 83 89 159 35 16 37 80 10 15 71 14 35 35 166 14 39 226 61 121 65 48 747
internal_value=-0.000227776 0.00202296 0.00289745 0.0109607 -0.00874774 -0.0522204 0.0470113 -0.00393818 0.020088 -0.0113468 -0.0367356 -0.0202998 -0.002418 -0.0280816 -0.0596052 0.00669508 -0.0793798 0.0061576 -0.102534 0.0221318 0.0196879 -0.0745343 -0.0290651 0.00668628 -0.00188676 -0.0115931 0.0130117 -0.0106159 0.0393122 0.000712151
internal_weight=726.73 706.636 701.062 414.24 286.823 28.5714 5.24528 258.251 293.962 120.277 49.9511 43.2129 33.8277 27.829 18.2673 7.1794 20.0936 4.80162 11.0879 287.806 276.093 23.3261 10.3599 70.3262 253.626 153.573 100.053 52.7048 47.3482 124.763
internal_count=4633 4079 3942 2060 1882 278 53 1604 1197 863 440 351 192 176 141 47 554 86 94 1114 1079 225 59 423 1510 1034 476 307 169 808
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 1 1 2 2 2 0 1 2 2 0 1 0 1 0 2 0 0 2 2 2 0 1 0 2
split_gain=11.4216 6.10736 6.73238 5.71357 8.05893 5.81559 5.01875 7.2465 7.49946 7.24956 4.84748 4.58622 5.23258 4.33748 5.80954 4.32005 8.07075 4.30027 6.20447 10.3679 5.81376 9.2956 13.5666 7.63631 6.70465 9.06577 9.18715 5.48766 5.24381 4.72143
threshold=0.50634711535000021 0.39587138110000003 0.3733870243500001 0.39170982905000007 0.39394030120000006 0.47880302985000006 0.39563186730000005 0.39814676205000005 37.232443001650005 36.558960102350007 41.600558339100012 0.47847369840000004 0.34515433670000012 48.109449608500007 48.914776625700007 0.47943175355000006 0.34587287805000005 0.48077901860000011 0.3584174126500001 0.49688632075000011 41.319407281650008 0.48368312325000012 0.49588335680000006 42.684965421050009 43.157831852650006 42.620627117000005 0.48654231910000006 0.34536391125000004 0.48458129995000004 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 10 9 -9 -8 -6 -3 -13 -2 -15 16 -7 27 20 -20 28 23 24 -22 25 26 -23 -17 -19 -21
right_child=13 3 -4 4 6 15 7 8 -10 -11 -12 12 -14 14 -16 17 -18 18 19 29 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.1434998289161937 -0.10561164410583859 -0.0016428267799687161 -0.11681846854419356 -0.11890316233422893 0.10874088448912787 -0.019061336565807753 0.1017644416713217 -0.064607528235700484 0.00088096527984285195 -0.10128160525842518 -0.025695839404128614 -0.17807788601347874 -0.0069864970578947631 0.11482420736978612 -0.10641982992586768 0.016002788611411332 0.1270960726322409 0.020400596985116939 -0.11737870733026719 0.049825531940691947 -0.011069445495610826 -0.15069944056819029 0.065039047805003136 0.085211549766667546 0.034428201442937359 -0.20513824115881518 0.015872389521271631 -0.086083639032379825 0.091716471997369736 -0.0009483607827841103
leaf_weight=1.1467402577400188 13.914643239229919 142.73289418965578 7.433551836758852 6.4487824365496627 7.2299152910709363 6.2233457788825026 2.0214458629488936 19.009061712771654 218.29910810664296 13.514116451144217 4.2639653645455837 3.2251982875168315 4.0101847425103188 2.3927476778626433 2.3549790009856224 12.555355191230776 9.6154844015836698 16.618978008627892 6.741774581372737 23.690280668437481 12.165622860193251 5.346854053437716 13.43321795016527 25.51325149834156 5.7895848155021659 4.9325006306171408 8.6967899650335294 9.0692172572016698 27.160938270390034 80.707557357847691
leaf_count=18 468 916 170 91 21 26 12 277 1254 191 30 24 20 15 71 47 26 60 39 75 48 31 42 91 19 33 34 45 88 351
internal_value=-0.000245669 0.00181976 -0.0820274 0.00286391 -0.00845314 0.0101912 -0.0057586 -0.00869642 -0.00436485 -0.0748618 0.058868 -0.00558011 -0.0832511 -0.077451 0.0050822 0.019008 0.0696683 0.0158292 0.0198245 0.00281178 0.0356261 0.0188829 -0.0158791 0.0541247 -0.05977 -0.0885097 -0.0475467 -0.0268117 0.0646448 0.0105734
internal_weight=716.258 697.596 8.58029 689.015 270.786 418.229 264.338 252.844 237.308 15.5356 11.4939 149.968 7.23538 18.6624 4.74773 268.261 15.8388 252.422 230.797 111.14 119.658 75.8778 38.1989 37.6789 24.7657 18.9761 14.0436 21.6246 43.7799 104.398
internal_count=4633 4079 188 3891 1876 2015 1785 1734 1531 203 51 960 44 554 86 1055 52 1003 911 465 446 298 159 139 117 98 65 92 148 426
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 1 0 1 1 2 0 2 0 0 0 0 1 2 0 1 1 1 1 0 2 2 2 1 1 2
split_gain=10.0835 5.6379 5.87425 9.5364 5.69291 5.76336 7.47924 11.2647 8.12694 6.69459 6.1485 4.65013 6.35022 15.7234 14.9016 11.649 4.11561 7.72688 4.53109 4.65344 7.25614 8.68196 8.56024 5.98283 4.91716 6.47953 5.33312 5.27595 7.71506 6.48267
threshold=0.50634711535000021 29.850823923150003 42.720329370750001 42.684965421050009 0.41973294215000007 0.46636328255000009 0.58634472020000017 0.45824975300000009 0.4529056016000001 42.620627117000005 0.58745247150000013 43.157831852650006 0.48389269780000005 0.47943175355000006 0.50386215985000016 0.51809826055000008 0.49585341755000006 51.757767929250001 0.62572976855000018 0.48616807880000007 0.4690129038000001 0.46097422230000007 0.44922307715000004 0.56859076075000015 44.202975721700007 47.927946529500012 49.064150740050003 0.4172030777500001 0.3584174126500001 45.205561619650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 8 9 -6 -7 12 13 -4 -14 -16 17 18 19 20 21 22 23 24 -13 27 -27 28 29 -26
right_child=-2 2 11 -5 5 10 -8 -9 -10 -11 -12 16 14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.097384331063554055 -0.075546598747690208 -0.073900896562055035 -0.098377559913550502 0.082695343069497107 0.011726770071101275 -0.15024528751233035 -0.11685299646483649 0.12292827920866725 -0.09945709447320554 -0.10624631915204691 -0.011396961274839698 0.022276318610126841 -0.25464673179989528 0.073595922949482126 0.11126853026708657 -0.10699457986863192 0.057397709543828161 -0.11442803643313321 -0.12092733495249429 -0.12568678501549926 0.096646144068916875 -0.13153776165967052 0.10213627551560689 -0.10461156994365593 0.034197763688017128 0.047648925067272994 -0.037404981380245589 0.045601742230591658 -0.10386522658376221 -0.12683158031647249
leaf_weight=5.698257014155387 17.335029380396008 8.7702855933457595 10.225198511034252 16.756351441144943 412.09874101914465 4.561415083706378 4.6317706257104865 8.7930367514491063 6.8508701771497718 4.8669497296214095 10.601823601871727 52.475798975676298 4.1658413633704177 11.074569515883921 3.7211613096296769 7.131671354174614 10.055245511233805 6.6091809123754492 3.2443324625492087 2.9571682810783377 7.5282798260450354 5.1519942730665198 7.8408516794443122 5.8149427734315386 10.347248453646896 19.346263393759731 11.910935539752243 5.3408033028244963 18.468919098377228 3.29649744182825
leaf_count=113 554 230 108 74 1853 49 75 33 57 36 132 288 31 31 10 59 39 126 20 32 20 66 22 46 57 73 79 38 242 40
internal_value=-0.000218276 0.00167329 0.00249775 0.00858948 0.00589691 0.00744387 0.00954576 0.0108991 0.00857476 0.0103498 -0.0531654 -0.0115871 -0.0440742 -0.00896192 -0.0938711 -0.0321577 -0.00466239 -0.00855447 -0.00400257 -0.00148168 0.00100808 -0.00413492 0.000732836 -0.00552764 -0.000773253 -0.0183767 0.0152381 -0.0464303 -0.0617366 -0.00470891
internal_weight=707.671 690.336 684.638 477.931 461.175 452.405 437.241 432.61 423.817 416.966 15.1632 206.707 36.3184 21.2998 15.0187 10.8528 170.388 160.333 153.724 150.48 147.523 139.994 134.842 127.001 121.186 68.7107 31.2572 37.4535 32.1127 13.6437
internal_count=4633 4079 3966 2539 2465 2235 2054 1979 1946 1889 181 1427 239 139 100 69 1188 1149 1023 1003 971 951 885 863 817 529 152 377 339 97
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 0 0 1 2 0 1 2 2 2 1 2 2 0 2 1 0 2 1 2 2 1 1 0 0
split_gain=8.75156 5.02889 5.61481 4.41279 5.273 4.35146 5.52898 5.04863 4.92992 7.55917 4.3775 6.74718 6.94658 4.21536 7.63596 4.96416 4.00273 9.54605 7.40519 6.83457 8.49648 7.69807 6.08627 6.28092 5.70065 4.30535 4.2973 7.71502 11.2813 8.59813
threshold=0.50634711535000021 0.39587138110000003 0.3733870243500001 48.109449608500007 0.68686566275000016 0.38906020780000011 0.5116313883000001 0.47736594710000008 0.3447651268000001 40.408647214050006 0.45350438610000005 0.36042334060000009 41.873095646600007 42.686561923500008 42.783136484500005 0.34518427590000006 40.300545846000013 40.890797847750008 0.57559653900000007 39.476991512000005 0.44720217960000008 0.55131582885000008 40.806664626150003 0.40206880030000008 36.016191615950007 39.788107623550012 0.39995808510000008 0.42111014640000005 0.54504356155000011 0.53998383280000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 -3 -10 -11 12 -12 -14 -15 -16 18 22 19 20 21 -8 23 -18 -23 -21 -19 28 -28 -29
right_child=3 5 -4 4 -6 6 16 -9 9 10 11 -13 13 14 15 -17 17 26 -20 25 -22 24 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.11239802595186786 -0.1046846051147808 0.0092694725004738229 -0.11574844712408222 0.10662604970030985 -0.1134068617726985 -0.12040573707721638 0.0062200552807452547 0.016797033278484724 -0.14004961008369438 -0.11236999449358609 0.042944203590633501 0.1100607303579231 -0.13751061717348412 0.13255072523955988 0.024458385625047367 -0.10085467798099755 0.12611027443333153 -0.043477333062357446 -0.090445649145539112 -0.11028399743902094 0.072609869807395463 0.024737273721421163 0.12306286724137197 -0.011166471526938752 -0.1289559185390918 -0.021552482482022337 0.064780580028325513 -0.14841591002558577 -0.09826557243068626 -0.0065310859423806968
leaf_weight=1.2915859110653389 11.815896799787881 65.822943989187479 6.5451218765228987 2.537745025008916 1.9080024957656858 4.2229823730885974 43.958281714469194 271.32666090875864 5.7981188446283332 4.3967975452542296 10.797860585153101 4.3556330651044837 4.8395000398159054 2.4248231500387218 4.7247917950153342 9.5524287037551385 4.470729283988482 25.21324809640646 13.26066252030432 9.377544544637205 14.627635009586809 3.3863876089453688 9.5179092139005643 13.096362147480248 8.3986215442419034 13.117432028055189 30.015242299064994 4.4886978529393664 4.9424009397625914 88.074282877147198
leaf_count=18 468 372 170 36 50 65 221 1106 84 94 37 13 47 6 29 123 13 276 260 65 63 28 24 68 73 66 110 78 50 520
internal_value=-0.000230492 0.00149811 -0.0781471 -0.0727315 0.0121935 0.00242387 -0.0068185 0.00940712 -0.00838214 -0.033161 -0.0180789 -0.00678095 -0.0225178 -0.0553311 -0.0315192 -0.0593846 -0.00514098 0.00394832 -0.0205417 -0.0105599 0.00477828 -0.0130215 0.0586622 0.0237697 -0.0847926 -0.0585422 -0.00575434 0.00170421 0.0417287 -0.0134116
internal_weight=698.306 682.045 7.83671 16.2616 4.44575 674.208 290.168 384.04 112.713 46.89 41.0918 36.695 32.3394 21.5415 16.702 14.2772 285.945 179.819 106.127 92.8659 70.3709 55.7433 27.085 17.5671 11.785 22.495 152.734 127.521 34.9576 92.563
internal_count=4633 4079 188 554 86 3891 1980 1911 805 433 349 255 242 205 158 152 1915 1139 776 516 385 322 105 81 101 131 1034 758 160 598
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 2 2 1 1 1 1 1 2 1 1 0 1 0 2 2 0 2 2 2 2 0 1 0 1 2
split_gain=7.68107 4.98619 4.67856 4.18419 6.11919 5.95833 9.86926 5.04134 7.62857 4.87853 9.9307 8.10747 7.68312 4.98192 9.86346 8.3815 4.46165 4.44441 4.14627 4.91584 4.1245 8.0744 20.8767 8.39056 6.1148 4.29014 10.1831 4.56279 7.67484 4.41958
threshold=0.50634711535000021 0.30560462260000004 29.850823923150003 49.247968080500009 0.48522499325000007 47.927946529500012 45.700098835450007 0.48616807880000007 0.4995808509000001 0.46551001470000003 0.46280051495000007 0.46097422230000007 44.749265482150008 0.45824975300000009 0.45420795785000007 0.5796383342000001 0.44618424600000006 0.47648274005000008 48.109449608500007 48.914776625700007 0.5485614203000001 40.00488309970001 41.444941515100005 38.536700832000001 43.521589032450009 0.54284302865000023 0.41917906650000009 0.52432561900000019 0.39995808510000008 41.972095654800007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 6 9 -6 -9 10 11 13 -11 14 15 16 20 -5 -2 -20 25 23 -23 -22 -24 27 -27 -4 -29 -30
right_child=18 2 3 4 7 -7 -8 8 -10 12 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 24 -25 -26 26 -28 28 29 -31
leaf_value=-0.10615685289749691 -0.10422028609692219 -0.092609647116266514 0.011090209969836541 -0.001060416022746855 0.11384730112398045 0.048582620322613304 -0.063366335245240421 -0.12445513134721531 0.086983281201017004 -0.061708353076559308 0.1468780660261409 -0.11684332736651636 0.11486622766095358 0.11767977071817191 -0.13682158473025496 -0.12363751718505245 0.053058711645276292 -0.11025118141722932 0.10555197585240848 -0.10560939093787119 -0.026471650351683775 0.088838049683517439 -0.10805142748446027 -0.18108475595016918 0.041607414322121561 -0.057286642927122912 0.075735454764826599 -0.049195060576734555 -0.014114717989192832 0.056297558740676296
leaf_weight=4.2879201415926209 10.736668031662701 5.1838916707783929 366.54486892931163 5.6249825060367646 3.9125483334064466 29.138200052082539 22.062595326453447 3.7528360411524773 3.1291905641555786 20.299109814688567 5.0026571005582801 5.3771296180784693 2.8047105222940436 4.0043301880359641 4.8110825084149829 4.867648120969533 21.272083256393671 11.051840819418429 2.4502001106739035 2.0043274983763695 9.8467053286731225 15.630343101918699 12.164159335196016 5.4540740773081771 3.5201452933251849 7.5223645567893973 24.491616889834404 35.914091020822525 20.879668593406677 15.555333718657492
leaf_count=137 468 113 1814 29 8 109 207 54 12 232 15 80 7 22 53 71 81 160 15 71 91 49 75 39 19 42 69 347 92 52
internal_value=-0.000249735 0.00133494 0.00202306 0.00276116 -0.0354508 0.00440867 0.00229174 0.0232117 -0.0283161 0.00476389 0.00661253 0.00535468 -0.0402729 0.006544 0.00573261 0.00699413 0.00817429 -0.0734219 -0.0705692 0.0105393 0.00632938 -0.0220448 0.00704714 -0.0815846 -0.0744624 0.00913816 0.0444791 0.00656031 -0.0163897 0.0159467
internal_weight=689.297 674.106 669.818 664.634 27.4714 637.163 608.025 10.7946 6.88203 585.962 562.858 557.856 23.1038 552.479 548.474 543.663 538.795 16.6768 15.1912 4.45453 517.523 46.6154 31.3146 15.3008 15.6843 470.908 32.014 438.894 72.3491 36.435
internal_count=4633 4079 3942 3829 263 3566 3457 74 66 3250 3011 2996 239 2916 2894 2841 2770 189 554 86 2689 273 143 130 94 2416 111 2305 491 144
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 2 2 1 0 2 0 2 2 2 1 1 1 1 2 0 0 1 0 1 0 1 1 1 0 2
split_gain=6.76169 4.47053 4.07721 4.86373 4.20197 5.98852 6.61406 4.14569 8.55561 3.87366 4.28403 3.29795 5.19358 7.80547 5.1728 4.31732 6.58176 4.04729 4.03868 4.01309 3.54156 7.74691 3.1288 3.00739 10.2915 6.4031 4.32268 10.4197 10.6686 8.95215
threshold=0.50634711535000021 0.30560462260000004 33.036871954450007 35.119813570500007 0.34377713240000007 33.361153777850006 33.96174662340001 0.38045268105000002 0.53017873715000008 48.109449608500007 0.68686566275000016 49.247968080500009 47.927946529500012 45.700098835450007 0.48522499325000007 0.48616807880000007 0.4995808509000001 0.37447980600000008 48.109449608500007 0.47648274005000008 0.61797550970000004 0.47634801355000006 0.63013083440000017 0.3584174126500001 0.49820364660000011 0.35799826355000003 0.36880632320000012 0.37227927305000003 0.5116313883000001 37.892416320650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 -7 -3 -9 -2 -11 12 13 20 19 -16 -17 -15 -14 -13 21 23 -22 24 25 -5 -25 -28 29 -29
right_child=9 2 3 11 5 6 -8 8 -10 10 -12 14 18 17 15 16 -18 -19 -20 -21 22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-0.10554097222189862 -0.10380364659897326 -0.12215306762510154 0.11979694278725286 0.0043758694930651452 0.13758734799348168 -0.14155810754695308 0.027773185664778946 0.10691029734952029 -0.11509573638932012 0.088369218781663414 -0.11380762788019694 -0.00095466362860806113 0.11508556571050257 -0.12761986456550198 0.10770715307751938 -0.1222010415335773 0.077519510211131237 -0.031288806795292549 0.024400822962948512 -0.10581675061758909 0.13527956468573066 -0.094826553285417586 -0.0079593468346389334 -0.043255058328476211 0.093826973413416281 0.13155290197897493 0.082667808153421118 0.038268193571797372 0.00068173863842772289 -0.13665527231381625
leaf_weight=3.9013552367687216 9.7519433833658677 5.282585730776189 5.9598773978650597 234.00153670459986 3.6502830013632801 2.8741600364446631 11.683666633442042 3.4559229947626591 3.4877724181860685 2.677494252100586 1.7222025766968725 5.6233680546283784 6.2696300148963955 6.0666215009987381 3.7315057218074781 3.4551266580820084 3.1583780646324158 15.51720120385289 22.662995927035809 10.397677222266791 3.7680491246283045 8.1267919242382032 2.5616767071187496 24.984750516712666 14.315958358347414 4.0270165763795367 14.497194431722162 4.0621108151972285 228.29091502353549 10.458069544285534
leaf_count=137 468 89 19 1200 15 36 74 9 94 36 50 29 17 97 8 54 12 110 92 160 21 98 28 141 46 14 43 14 1314 108
internal_value=-0.000261286 0.00119155 0.0018202 0.0028961 0.0469149 0.0230592 -0.00565799 -0.055392 -0.00460187 -0.0686619 0.00922979 0.0011966 0.00271866 0.000623112 -0.0334176 0.0217038 -0.0268215 -0.0583648 0.044052 -0.0690103 0.00294181 0.00207453 0.0773099 0.00354748 0.0114801 0.00652748 -0.00354359 0.000312409 -0.00460467 -0.0877193
internal_weight=680.424 666.272 662.371 650.145 24.168 18.2081 14.5578 12.2263 6.9437 14.1516 4.3997 625.977 599.611 570.678 26.3661 10.345 6.6135 21.5838 28.9326 16.021 549.094 542.764 6.32973 534.638 252.345 238.029 282.293 257.308 242.811 14.5202
internal_count=4633 4079 3942 3750 144 125 110 192 103 554 86 3606 3343 3234 263 74 66 207 109 189 3027 2978 49 2880 1260 1214 1620 1479 1436 122
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=1 2 1 0 0 0 1 1 1 2 1 1 1 2 0 2 1 2 2 0 1 0 2 0 0 1 1 0 2 2
split_gain=5.98944 5.41548 4.03172 3.76149 3.54107 4.01023 10.2941 7.26925 3.27889 7.82871 3.60333 9.35826 8.31535 5.50747 2.75353 4.02736 4.43393 6.49707 5.92225 3.9077 5.32305 4.09704 4.61408 3.72005 3.35993 5.00995 6.69811 4.13242 2.92825 4.80032
threshold=0.50056884525000012 45.044778924400006 0.30560462260000004 0.68131193680000013 0.63528038085000016 0.61400856260000014 0.48616807880000007 0.47634801355000006 0.4830394299500001 50.427417695700008 0.46551001470000003 0.46280051495000007 0.46097422230000007 44.749265482150008 0.47736594710000008 31.914316944300001 0.3447651268000001 40.408647214050006 35.119813570500007 0.45350438610000005 0.35696536035000009 0.47673722340000008 42.783136484500005 0.47757552170000012 0.47396784530000008 0.32467590790000006 0.33400197600000009 0.43572048740000008 49.064150740050003 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=2 -2 -1 -3 5 6 8 -7 9 10 11 12 14 -12 15 -4 18 -18 -17 -19 21 -21 -23 -16 25 27 -27 -20 29 -25
right_child=1 3 4 -5 -6 7 -8 -9 -10 -11 13 -13 -14 -15 23 16 17 19 24 20 -22 22 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.10498942457902934 -0.10540064791135934 0.04316105732797651 -0.1249677762076368 -0.11295979974095108 -0.086603128888154246 -0.068659725382789444 -0.12777895017334762 0.1119514954387954 0.081405312073185382 -0.11966285730576863 -0.081517348222802946 0.14363589669588658 -0.12196844813962937 0.089609581359123933 0.087290670712355245 0.10059127386329839 -0.13806543452957695 -0.11099862052105072 -0.0024353591573017912 -0.076897330864676205 0.060283157048612826 0.043036101869226677 -0.069135977417197028 0.0056571179678543146 0.049593708335520306 -0.14198654721266599 -0.0076478849235801314 0.10614964953187103 -0.078409823719924276 0.071564467786888616
leaf_weight=3.5476905088871709 10.15547330863774 6.1326712779700738 2.9606372993439427 2.0621947813779116 4.4892105199396601 3.0802942588925353 6.1023942790925494 8.057948235422371 5.2529549896717063 5.238820267841219 10.213679742068051 4.7750137597322455 5.2705088295042506 2.3051358312368384 5.7696708738803855 6.4774251841008654 5.0343649797141543 4.0131562054157248 27.795892633497719 10.750963870435955 8.8564055971801263 10.262895986437796 5.7057633250951758 462.44677481614053 11.024692401289938 5.9002796560525885 10.005108337849377 4.0104999169707289 4.0263439267873755 11.321577295660971
leaf_count=137 480 64 75 68 49 33 91 45 21 116 129 11 83 6 18 23 76 94 188 110 78 35 34 2335 35 55 50 9 40 45
internal_value=-0.000254244 -0.0566009 0.00132509 0.00387407 0.00190433 0.00251876 0.00147622 0.0620032 0.00272939 0.00206726 0.00309762 0.00419393 0.00308721 -0.0500071 0.00419242 -0.00987666 -0.00677441 -0.0310633 0.0098456 -0.0174563 -0.00690428 -0.029174 0.00295588 0.00747423 -0.000161785 -0.0116587 -0.0574823 0.0112562 0.0065104 0.0072321
internal_weight=673.046 18.3503 654.696 8.19487 651.148 646.659 635.521 11.1382 629.419 624.166 618.927 606.408 601.633 12.5188 596.362 112.798 109.837 44.6235 65.2139 39.5892 35.576 26.7196 15.9687 483.564 58.7365 47.7118 15.9054 31.8064 477.795 473.768
internal_count=4633 612 4021 132 3884 3835 3757 78 3666 3645 3529 3394 3383 135 3300 862 787 427 360 351 257 179 69 2438 337 302 105 197 2420 2380
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 2 2 2 1 0 0 2 2 2 1 1 2 0 2 1 0 1 0 2 0 2 0 2 2 1
split_gain=5.18581 5.06556 3.55574 12.2403 4.08077 5.5808 10.5922 3.7342 10.3645 9.00593 12.0523 7.1174 5.0276 6.21501 3.471 8.53751 3.28876 4.27313 3.10858 5.86021 7.09076 3.9889 3.62234 10.1564 3.77553 5.5494 5.15763 3.18318 8.70031 5.15549
threshold=0.50056884525000012 45.044778924400006 42.686561923500008 42.684965421050009 0.41973294215000007 41.243661560350013 41.641174900500005 43.157831852650006 0.3459626957000001 0.50386215985000016 0.51809826055000008 43.067541470150012 42.982930821650008 42.783136484500005 0.32467590790000006 0.3298553935500001 50.666627092000006 0.68131193680000013 33.036871954450007 0.38045268105000002 0.53017873715000008 0.34007963835000005 0.46898296455000005 42.123054668150012 0.47500074850000013 33.361153777850006 0.47697673720000006 40.300545846000013 40.467253020850002 0.38906020780000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 11 -10 -11 12 13 -4 -6 -16 17 -3 19 -17 -21 -20 23 -23 -24 -26 -27 29 -29 -28
right_child=1 16 7 -5 14 6 -8 -9 9 10 -12 -13 -14 -15 15 18 -18 -19 21 20 -22 22 24 -25 25 26 27 28 -30 -31
leaf_value=-0.10621071823370956 -0.10489833128623281 0.080822841375526255 0.056876863300120442 0.1081218670022053 0.063304768055975943 0.48347937120195417 -0.10406234981720559 -0.003344727990219884 -0.22258690478563703 0.10517897274131914 -0.11978193311518137 -0.13278954719160962 0.097738951344754743 -0.088144947481485464 -0.13794501428152767 -0.1751695477280602 -0.12178006235099129 -0.11091446891703771 0.083751530686117029 0.099565408375543354 -0.11512760292368499 -0.12992757596852589 0.06715675360035489 0.11328362923642565 0.12948890046619876 -0.071268834816604912 0.014487965362466196 0.084114549167282684 0.0076042699112367678 -0.020127518208863389
leaf_weight=6.4951621647924176 9.230814356356861 4.9386371262371522 6.427354916930204 11.437279462814329 9.8544545844197255 0.49717518687248208 0.80148574151098728 154.01502074487507 4.3524065352976313 3.3731945343315592 8.1008070521056634 3.1576839331537476 6.8506217300891867 5.4701347555965185 4.2384364902973166 2.748505696654318 1.6688377968966959 1.5201035998761652 6.4864434227347365 3.3273158110678196 2.8612164966762066 5.9951650314033014 9.8702711910009366 2.4061118252575397 3.5218573100864878 9.0363880433142167 77.482224985957146 16.14794810116291 186.72117395699024 96.752402639016509
leaf_count=217 480 36 24 56 29 11 38 1171 39 10 69 44 24 43 41 28 44 52 23 9 82 62 32 8 14 66 300 52 861 668
internal_value=-0.000267884 -0.0542086 0.00117611 0.00597446 0.00335053 -0.0683729 0.12087 -0.010252 -0.0384462 -0.100107 -0.0536466 0.00610196 0.029495 -0.00980013 0.00462839 0.00327612 0.00336164 0.0356963 0.00468995 -0.0536614 0.000303878 0.00594831 0.00471118 -0.0602723 0.00607764 0.00453049 0.00339078 0.00517982 0.0136943 -0.004734
internal_weight=665.787 17.3584 648.428 456.681 445.244 7.79382 1.29866 191.747 37.7322 15.8264 11.474 21.9058 18.7481 11.8975 437.45 427.595 8.12758 6.45874 423.357 8.93704 6.18853 414.42 407.934 8.40128 399.532 389.662 386.14 377.104 202.869 174.235
internal_count=4633 612 4021 2597 2541 266 49 1424 253 118 79 135 91 67 2275 2246 132 88 2205 119 91 2086 2063 70 1993 1961 1947 1881 913 968
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 2 1 2 0 0 0 2 2 2 2 0 0 2 0 0 2 2 0 1 0 2 2 2 0 0
split_gain=4.51656 4.7067 2.90048 11.0719 3.59984 4.59962 7.26258 3.1457 9.29793 7.63485 10.1474 6.77713 3.8265 3.07988 3.05438 5.49346 3.07751 8.45109 7.37438 5.3485 2.85688 2.81388 5.74406 3.31441 4.35401 4.30848 3.87762 3.88072 4.70461 3.75396
threshold=0.50056884525000012 45.044778924400006 42.686561923500008 42.684965421050009 0.41973294215000007 41.243661560350013 0.29770066765000008 43.157831852650006 0.48389269780000005 0.50386215985000016 0.51809826055000008 43.067541470150012 42.982930821650008 42.783136484500005 42.580420142950011 0.5054040298000001 0.57927906350000014 41.772405911750006 0.62143349005000015 0.63528038085000016 50.666627092000006 43.521589032450009 0.47880302985000006 0.49585341755000006 0.61797550970000004 51.757767929250001 47.74983977685001 45.700098835450007 0.58984760935000013 0.55788748840000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -7 8 11 -10 -11 12 13 -4 16 -16 -6 18 -18 -20 -3 22 -9 24 25 26 27 29 -29 -23
right_child=1 20 7 -5 14 6 -8 21 9 10 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.1055932453688818 -0.10444229950558211 0.031938791288739735 0.045022200469951215 0.10728951806448726 0.0071715671593616777 -0.1040122713699425 0.34441642110335952 -0.069979022127164184 -0.20548046753977403 0.099628077033887208 -0.11129527849035543 -0.12536919295130772 0.09754110041360381 -0.056730654087313141 -0.13987688014824004 0.018469057617215744 -0.11340169857510521 0.097608263699968098 0.15409097677895905 -0.11058002810705148 -0.11997345466263132 0.0017916967825665434 0.053863086831208988 0.063199320961567051 -0.12333605628857783 -0.10856612536004236 0.018170914883106924 -0.08694886305303591 0.077617997645154854 -0.074134442187006905
leaf_weight=5.9096783101558676 8.3869992820546049 6.4568933835253111 6.6063747070729786 10.425057530403135 407.46688537113369 0.82537388429045655 0.64215487986803055 4.6869578808546093 4.4252167493104926 3.2134509310126287 7.8595173880457878 3.2500703372061244 5.8998068235814562 5.4112111069262028 4.0408700965344888 4.7857885658740997 10.402158001437785 3.7356035746633998 2.1052706819027658 1.1979953367263076 1.5316074322909115 51.047445639967918 18.64080698415637 6.107796072959899 3.43115410208702 4.2039701975882044 43.410027025267482 12.981116458773611 2.005543425679206 7.4640417434275141
leaf_count=217 480 88 28 56 1932 40 9 50 31 10 69 49 23 43 32 24 211 23 24 29 44 390 70 21 24 124 226 168 6 92
internal_value=-0.000258825 -0.0521196 0.00106361 0.0054305 0.0030232 -0.0662449 0.0922092 -0.00927924 -0.035603 -0.0944545 -0.0500839 0.00748635 0.0315853 -0.000794504 0.00420136 -0.0540222 0.00541084 -0.0357243 -0.0720659 0.0581028 0.00281319 -0.003011 0.028981 -0.00872318 -0.0122504 -0.00910327 -0.00552663 -0.0195231 -0.0649262 -0.00789385
internal_weight=658.557 16.3755 642.181 451.537 441.112 7.37721 1.46753 190.645 36.6656 15.4982 11.073 21.1675 17.9174 12.0176 433.735 8.82666 424.908 17.441 13.7054 3.30327 7.9885 153.979 23.3278 130.651 124.543 121.112 116.908 73.4981 14.9867 58.5115
internal_count=4633 612 4021 2597 2541 266 49 1424 253 110 79 143 94 71 2275 56 2219 287 264 53 132 1171 120 1051 1030 1006 882 656 174 482
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 2 0 0 0 0 1 0 0 2 2 1 1 0 2 2 1 0 0 0 0 0 2 2 2 0
split_gain=3.89284 3.45643 3.39338 3.48509 2.63407 2.40558 4.85247 7.06737 6.66333 5.62501 7.0452 3.4134 3.44189 3.29273 5.39478 3.75582 2.92037 8.74639 5.33565 5.02049 3.89081 7.46917 6.74176 4.90388 4.70005 5.28569 4.43098 11.3932 5.13543 4.56254
threshold=0.50634711535000021 0.30560462260000004 48.109449608500007 48.914776625700007 29.850823923150003 49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.58035687555000015 0.4995808509000001 0.39614083410000006 0.41973294215000007 47.927946529500012 45.700098835450007 0.37447980600000008 0.3584174126500001 0.49194634890000005 38.396531328800009 42.055256506450007 0.3475943834000001 0.47938684470000009 0.47943175355000006 0.48077901860000011 0.47787491390000009 0.47736594710000008 42.684965421050009 41.257948413050009 42.720329370750001 0.48104847160000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 11 -7 -8 -9 -10 -11 -6 -13 14 16 -16 17 18 -14 -19 21 24 -23 -22 25 -20 27 -24 -28 -29
right_child=2 4 3 -5 5 6 7 8 9 10 -12 12 13 -15 15 -17 -18 19 20 -21 23 22 26 -25 -26 -27 28 29 -30 -31
leaf_value=-0.10458013955772756 -0.10280067163907738 -0.080016506722994152 0.084676026023506545 -0.10497756669046619 0.077289794683041715 -0.16010620068085202 0.12524992108619917 -0.13881989009777726 0.075963778062304199 -0.13139528247750654 0.06178836350786452 -0.054395872419945583 0.054512610293907554 0.043931315489974448 -0.1261595390780984 -0.024697579830650435 -0.002716427380502992 0.10803906566215027 -0.019665053810312087 0.015620929322062899 0.0019700510791454229 0.11705080749138681 0.039337910256225572 -0.16566870733313993 -0.058438675080741444 0.049560848445311813 0.10654792684414394 -0.12113403456916992 0.019347299858048866 -0.025252085486853815
leaf_weight=3.1007986459881058 6.8065907312557083 3.9632071238011113 2.5392325818538666 1.5667929602786896 6.1197435315698376 2.5373540222644833 3.1198216676712063 4.7957166600972441 5.5207724738866073 4.8080100677907467 3.1081498563289642 10.547247806563972 20.260852452367544 19.236847516149282 4.8244311511516598 14.966266248375176 311.14329795353115 13.944416381418707 51.599557884037495 10.161399342119692 3.9447101093828669 6.8792318105697623 34.02368177101016 3.129230760037899 21.823182962834835 14.028362073004244 9.4952807426452619 6.2196935787797001 23.390174359083176 24.559869289398193
leaf_count=137 468 113 15 71 43 18 11 100 49 73 12 194 84 77 87 110 1923 50 315 39 23 22 129 19 120 50 56 35 86 104
internal_value=-0.000264732 0.00074314 -0.0594897 0.0123073 0.00125491 0.0017628 -0.0293662 -0.0138301 -0.0376283 -0.00151252 -0.0555449 0.00298133 0.00222865 0.00323472 0.00187176 -0.0494312 0.00370248 0.0119059 0.00562258 0.0690818 0.000647246 0.00333043 0.0213667 -0.0721867 -0.0182361 -0.0048676 0.0146287 -0.000542935 0.0445254 -0.0446272
internal_weight=652.164 641.251 10.9126 4.10603 638.151 634.187 23.8898 21.3525 18.2326 13.4369 7.91616 610.297 604.178 593.63 574.394 19.7907 554.603 243.46 219.354 24.1058 199.093 192.019 104.568 7.07394 87.4511 65.6279 97.6887 64.8032 32.8855 30.7796
internal_count=4633 4079 554 86 3942 3829 263 245 234 134 85 3566 3523 3329 3252 197 3055 1132 1043 89 959 917 432 42 485 365 410 268 142 139
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 2 1 1 2 1 0 1 2 2 1 2 2 2 1 0 2 0 2 2 1 0 0 1 1 1
split_gain=3.54797 2.45918 5.39982 2.48076 5.38994 4.91002 4.68998 5.18236 6.12743 7.63529 4.67265 5.72067 4.14038 3.66644 4.84499 3.42681 8.41869 2.96045 2.88078 3.98505 9.79469 3.10984 6.94685 15.2547 8.79759 6.2221 4.44046 7.60044 7.74676 5.78012
threshold=0.68131193680000013 0.39587138110000003 0.3733870243500001 0.4529056016000001 44.749265482150008 50.427417695700008 0.49284452560000008 0.45824975300000009 43.521589032450009 0.46551001470000003 0.58745247150000013 0.47447681205000009 37.995872310650007 40.722669576350008 0.48814406755000012 46.095286511800005 47.74983977685001 48.96897326980001 0.44618424600000006 0.57559653900000007 47.309807198350008 0.5485614203000001 40.00488309970001 41.444941515100005 0.40896979130000005 0.55788748840000013 0.54284302865000023 0.41917906650000009 0.40206880030000008 0.4289991317500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 18 7 12 9 -9 -11 -12 -5 14 -13 -6 -17 -18 21 -20 -21 26 24 -24 -23 -25 29 28 -28 -3
right_child=-2 3 -4 4 15 -7 -8 8 -10 10 11 13 -14 -15 -16 16 17 -19 19 20 -22 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.11931931533276637 -0.10753231257740073 0.0031685828558178156 -0.11722276771823781 0.032609095387786523 0.099871157023610699 -0.11555587380990649 -0.10890508061252276 0.085791021752370439 -0.11480306677130248 -0.098238099420551173 -0.11589939330006585 -0.11525310195707728 -0.13808392107115566 0.14458487178239599 0.15425472492884865 -0.16546294726090691 0.078663523149411246 -0.0033965466528265253 0.061683163151154588 -0.13345403875471931 0.10949934325443696 0.1268754364517938 0.078302111582791933 0.02104400796219711 -0.10397966724119673 -0.094130011200969144 0.076233596099792869 0.069906755728659953 -0.11452453613459763 -0.12383140141306137
leaf_weight=1.235569093376397 3.0669809225946656 451.50690383464098 4.4083540374413133 1.8850483261048783 4.349641457200053 3.4693075884133568 7.7913406193256369 9.5171447973698431 4.1785398498177519 5.875805275514721 2.2896719183772785 1.749352587386966 5.7731570415198803 3.1324146389961243 1.0781373232603071 2.6207619383931187 6.7961215190589455 12.450557012110947 18.015984740108255 3.8358746618032447 2.9244931787252426 1.8738935515284527 15.426486507058142 7.2634157165884998 13.863413196057079 13.242174692451952 3.5383716970682126 23.722868360579014 5.3444058150053024 3.6123559847474089
leaf_count=18 179 2533 170 24 12 105 404 59 72 76 40 41 54 17 16 28 24 125 57 49 8 6 50 38 154 112 12 69 38 43
internal_value=-0.0002321 0.000279882 -0.0654389 0.000862045 -0.0169725 0.00304526 -0.0386512 -0.0232233 -0.00317148 0.0165581 -0.0300884 0.0184516 -0.0960683 0.0700664 -0.0124883 0.0188077 0.00268339 0.0255794 0.00377458 0.037116 -0.0283539 0.00224309 -0.0210854 0.00318077 -0.076491 -0.0533335 0.0047145 0.0403631 -0.0385378 0.00216056
internal_weight=645.839 642.772 5.64392 637.128 69.4877 567.64 43.2706 35.4793 27.8211 23.6425 14.1254 8.24958 7.65821 5.9599 2.82749 26.2171 21.8674 19.2467 564.171 24.7764 6.76037 539.394 51.6694 35.9321 15.7373 20.5056 487.725 32.6056 8.88278 455.119
internal_count=4633 4454 188 4266 992 3274 803 399 321 249 190 114 78 74 57 189 177 149 3169 114 57 3055 360 200 160 150 2695 119 50 2576
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 1 1 1 2 0 1 0 1 0 1 2 0 1 2 1 2 2 2 2 0 0 2 1 2
split_gain=3.18739 2.88452 2.30423 4.8161 4.70312 4.03586 2.96193 6.65555 2.36974 2.0334 2.61156 1.70501 1.55031 7.91945 10.3745 6.22136 5.10888 10.043 7.1085 4.27333 6.47821 4.38144 4.26077 4.84259 9.08988 5.11665 6.98225 6.18199 6.54492 6.15557
threshold=0.68131193680000013 0.30560462260000004 33.036871954450007 33.361153777850006 33.96174662340001 34.515670600900002 0.38045268105000002 0.38512319990000005 0.32829855390000007 51.757767929250001 0.61400856260000014 0.34377713240000007 0.50913146310000013 0.37820723930000005 0.50291907430000016 0.37977904855000005 38.621016321050007 0.45798030000000006 0.36265381275000008 40.148327922700012 0.34569324270000007 39.656620114300004 40.518963363600001 41.16018805045001 41.289992964000007 0.48368312325000012 0.48185683060000012 41.873095646600007 0.36042334060000009 43.157831852650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 -5 11 8 -8 -3 12 -11 -6 13 14 16 -14 17 -7 19 20 21 -18 -21 -24 -25 26 27 -26 -29 -27
right_child=-2 2 3 4 5 9 7 -9 -10 10 -12 -13 15 -15 -16 -17 18 -19 -20 22 -22 -23 23 24 25 29 -28 28 -30 -31
leaf_value=-0.10405301641898401 -0.10687357233846102 0.015155919149170347 0.11424011445840619 -0.13409016130393078 0.12279627527912325 -0.093636300259366534 0.15039810340182649 -0.074868651434949501 -0.15560209186701857 -0.10773678816590462 0.032340360633082696 0.032461981979826804 -0.064120171652400873 -0.11132720066920661 0.07374641916185172 -0.00076534877990006261 0.019797093595928537 0.060621522613424655 -0.10450458325985768 0.054564834336512505 -0.14503250241965499 -0.081402967067836479 -0.041057606784433515 0.086876201616645651 0.041225630893930998 -0.063005351014258956 0.064601707455300125 -0.020278585151021804 0.096276787541540995 0.037862857621846054
leaf_weight=2.6420004488900295 2.7913545314222565 1.1012383289635161 3.7610945217311373 2.5764156542718402 3.5113847255706769 4.9172549583017817 1.9482811689376829 4.0132438121363521 3.1019611395895481 3.780100865289568 2.0542653314769268 5.1594367492944002 16.422160789370537 5.6658323630690566 22.246554136276245 275.96425241604447 12.861854102462535 29.788056708872318 6.6103987097740164 16.070292383432388 4.6795509792864314 6.4103816971182814 24.043723177164793 13.116734478622673 27.095860119909048 22.778180535882715 19.242680817842484 82.222072191536427 5.117553897202014 8.2381819635629636
leaf_count=137 179 35 18 36 12 97 3 124 54 136 17 40 111 70 73 2040 49 100 39 64 31 34 174 48 99 114 92 550 29 28
internal_value=-0.00024815 0.000218982 0.000653162 0.00142209 0.000738338 0.00130043 -0.0465758 -0.00124941 -0.110863 0.000336427 -0.058416 0.0690443 0.000904427 0.00581802 0.00799103 -0.00432373 0.00282554 0.0387654 -0.00219404 0.000602065 -0.0394912 -0.0138643 0.00500864 0.00106332 0.00675893 0.000378168 0.00886838 -0.000503355 -0.0134492 -0.036214
internal_weight=639.932 637.141 634.499 624.334 620.573 617.997 10.1647 5.96152 4.2032 609.326 5.83437 8.67082 603.492 311.105 305.439 292.386 283.193 34.7053 248.487 241.877 23.9518 19.2722 217.925 201.855 177.811 164.695 133.678 114.435 87.3396 31.0164
internal_count=4633 4454 4317 4101 4083 4047 216 127 89 3995 153 52 3842 1691 1621 2151 1548 197 1351 1312 114 83 1198 1134 960 912 770 678 579 142
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 2 1 0 2 0 1 2 1 2 1 1 1 2 1 0 2 1 1 0 1 2 0 0 2 0
split_gain=2.76722 1.92732 2.63126 1.86049 2.33352 1.47494 1.33841 7.33116 5.78567 4.65193 3.65958 3.20614 3.14939 4.46759 3.38472 4.15755 3.10821 3.00279 9.87937 4.6251 4.3112 3.61032 2.57897 6.05706 2.45556 5.42418 7.36629 4.08925 9.04913 7.45754
threshold=0.5225142959500001 29.850823923150003 0.30560462260000004 51.757767929250001 0.61400856260000014 25.360841208850005 0.3584174126500001 0.49194634890000005 42.055256506450007 0.50291907430000016 0.36042334060000009 47.74983977685001 0.37820723930000005 48.109449608500007 0.48522499325000007 0.40272746325000003 0.4985778869000001 44.202975721700007 0.4172030777500001 0.48654231910000006 44.026978245600006 0.44618424600000006 0.48616807880000007 0.64803449000000013 0.3465914194000001 43.219899330700009 0.48032993025000009 0.48588365620000007 41.444941515100005 0.48368312325000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 7 24 -9 -10 -8 16 -13 -14 15 -15 17 20 19 -19 -12 -20 -16 -24 27 26 -26 29 -29 -4
right_child=-2 2 3 4 -6 -7 10 8 9 -11 11 12 13 14 22 -17 -18 18 21 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0049311204585187835 -0.066981380295820292 -0.10365797538640198 0.0047432618682659577 -0.10699387885267371 0.027537189032250432 -0.12700501738136752 -0.079478712573771967 0.10638898099283718 -0.060236429111165293 0.073647337990520034 -0.0013634296451873185 0.10241069540793123 0.078253998747844 0.02061691947238108 0.098423534039668803 -0.10718802234924443 -0.080582281015819657 0.070565613785181489 0.087150332198296154 -0.12360801534088456 0.092166618603644293 -0.019401853558299834 -0.12996915160452202 0.10344886303210431 0.013784652200037526 0.071530562652206697 -0.13802020630435749 0.10949135019188644 -0.029805095247549193 -0.088222367777893634
leaf_weight=1.4269254840910428 6.1455589393153778 2.3992270091548553 195.37987212650478 3.4429141404107204 2.0612571854144335 2.0859960177913308 6.0287057384848586 12.673241250216963 5.269272215664385 5.114009790122509 280.65659685991704 4.992879785597327 7.9922216199338463 4.6434327997267264 3.7080560922622663 5.6331680566072464 5.2019441556185475 1.3864858634769941 5.3778497055172902 10.644760206341742 5.0163726285099974 7.7807742357254028 2.2474933601915836 2.1998729035258293 6.0841945782303828 3.6961294859647742 6.734924741089344 10.765137184411289 8.2283165231347066 9.0275030136108381
leaf_count=20 387 137 1121 136 15 93 83 50 25 17 1683 14 31 35 9 55 192 8 34 170 17 43 32 9 43 13 39 37 36 49
internal_value=-0.000204455 0.000449123 0.000864688 0.00126787 -0.0566133 -0.0734134 0.00178465 0.00718697 0.0610467 0.00570446 -0.00223407 -0.000893903 0.0295731 0.0158104 -0.0112655 -0.04944 -0.00392235 -0.00263953 -0.0357374 -0.101231 0.000278943 0.0241454 0.036838 -0.0145098 0.00201092 -0.0351978 -0.0659708 0.00476164 0.0491455 0.000637502
internal_weight=634.045 627.9 624.387 621.987 5.50417 3.51292 616.483 262.973 23.0565 10.3833 353.511 347.482 31.4171 26.4242 18.432 10.2766 316.065 310.863 25.1899 12.0312 285.673 13.1586 8.15542 4.44737 239.916 16.5152 12.8191 223.401 18.9935 204.407
internal_count=4633 4246 4133 3996 151 113 3845 1430 92 42 2415 2332 185 171 140 90 2147 1955 255 178 1700 77 50 41 1338 95 82 1243 73 1170
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 1 0 1 2 0 0 0 0 2 0 0 1 0 1 2 0 2 0 0 2 2 2 1 0
split_gain=2.47983 4.08401 5.41702 7.53269 4.70865 3.25108 5.24829 10.769 4.0294 2.79307 3.25302 7.61011 2.99081 4.57622 2.97991 4.40288 3.68911 9.11201 3.75795 3.49654 3.85612 5.35222 7.60865 3.08642 5.44531 4.44176 3.04741 6.50774 2.81076 10.9919
threshold=0.4529056016000001 0.56065686655000013 0.5641597557000001 41.772405911750006 0.57927906350000014 0.62071494865000021 0.48616807880000007 0.61400856260000014 0.48814406755000012 49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.57299182660000014 48.823707093150006 0.43572048740000008 0.4413939702500001 0.3298553935500001 0.45798030000000006 0.32737043805000005 41.559097512700014 0.39614083410000006 44.952171034750002 0.47550971530000002 0.47673722340000008 43.521589032450009 39.476991512000005 35.771221912400001 0.43540612555000008 0.55131582885000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 -5 6 -6 -8 -7 14 -11 -12 -13 -14 15 19 -17 -18 -19 20 26 22 -22 25 -25 -20 27 -1 29 -26
right_child=1 2 3 4 5 8 7 -9 -10 10 11 12 13 -15 -16 16 17 18 23 -21 21 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.088954329021970466 -0.16730228725600754 0.072529230059070998 -0.072344326502449111 -0.11309151891205226 0.071368433018313623 -0.15338187640758413 -0.1222268754539891 0.10530842070885954 -0.0030127500151310295 -0.14991748383004497 0.10476452961715338 -0.1388747782384841 0.15710114563354741 -0.11300673654302179 0.051258520220090267 0.083648561701477817 -0.13388421069085668 -0.092766859081655897 0.020267929098756493 -0.1129473291900949 -0.1074838753553421 -0.12411944109106732 0.13773419422770983 -0.068690699950415976 0.0057282836609982941 0.1310353217350175 0.10415894695679007 -0.14866054983747176 0.027175491796656095 -0.071370331345927504
leaf_weight=2.5067978743463808 1.7873594593256701 6.5099711492657653 20.717864944599569 3.2580959722399703 14.613297194242479 2.1247442066669455 4.9836074216291291 3.5702349869534373 11.049347727559505 2.3949328958988181 3.2562961578369123 3.8387968195602298 1.0813952134922149 1.4935210850089786 12.535566065460442 5.7358008921146384 4.8169480711221686 3.9560656212270251 22.537623841315511 5.1452901083976021 2.5038747675716859 5.828775055706501 2.5580118782818317 10.304557397961615 391.0942368041724 4.3129819780588141 3.4152643028646708 2.1336547881364822 50.087719276547432 19.409549545496702
leaf_count=35 20 27 577 64 64 19 130 21 249 18 11 96 17 31 48 23 52 87 109 173 117 62 14 98 1951 16 31 48 255 170
internal_value=-0.000178845 -0.0181239 -0.014134 -0.0234874 0.00207387 0.0123988 0.0349535 -0.0272573 -0.0272646 0.00201617 -0.0455783 -0.019737 -0.0829475 0.00043127 0.00306234 0.0019359 0.00390078 0.00299772 0.00431195 -0.0398429 -0.0199898 -0.0587903 0.0164365 0.00508353 0.00320318 0.0380604 0.0324652 -0.0202997 0.00481162 0.00208289
internal_weight=629.562 68.6145 66.8272 60.3172 39.5993 36.3412 23.1671 8.55384 13.1741 560.948 12.0649 9.67001 6.41371 2.57492 548.883 536.347 512.255 506.52 501.703 24.0917 18.9464 10.8907 5.06189 497.747 470.896 26.8506 8.05572 4.64045 460.592 410.504
internal_count=4633 1171 1151 1124 547 483 215 151 268 3462 173 155 144 48 3289 3241 2761 2738 2686 480 307 193 131 2599 2474 125 114 83 2376 2121
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 2 1 1 2 2 2 2 0 2 0 1 2 0 2 1 0 0 1 0 1 2 2 1 0
split_gain=2.20617 1.64235 5.75571 4.49857 2.81931 4.87388 6.32748 5.96435 4.84198 3.84472 5.95962 5.13814 6.57269 3.50538 3.18099 6.58727 2.43432 2.19608 5.67802 3.74612 3.62681 3.62637 3.43373 2.21506 7.15342 4.44155 17.1143 10.5465 5.93281 6.7791
threshold=0.5225142959500001 0.47396784530000008 0.47550971530000002 0.47673722340000008 0.32467590790000006 42.123054668150012 39.065416244600009 0.34007963835000005 0.34377713240000007 41.909642283050012 44.952171034750002 39.476991512000005 35.771221912400001 0.45798030000000006 48.96897326980001 0.39614083410000006 0.36042334060000009 49.064150740050003 0.55688452445000014 47.927946529500012 0.4985778869000001 0.58035687555000015 0.61400856260000014 0.35585760905000008 0.49820364660000011 0.36880632320000012 38.621016321050007 43.118479346150004 0.37227927305000003 0.5116313883000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 9 6 8 -7 -6 11 -11 12 -1 16 15 -12 -9 19 -19 20 23 -20 -23 24 -5 26 -25 -28 -27 -30
right_child=-2 2 3 17 5 7 -8 13 -10 10 14 -13 -14 -15 -16 -17 -18 18 21 -21 -22 22 -24 25 -26 28 27 -29 29 -31
leaf_value=0.080400173493964333 -0.062465739145448743 0.072748162239977085 -0.064857952810703903 0.0064431027151512377 0.0098201643006187531 -0.14371353112231519 -0.14460942677681399 -0.10787109372657866 -0.12960337075720804 -0.12404314498158625 0.13323771531093481 0.10842537800321335 -0.16043507311304489 0.094315419814182039 -0.045120219235392035 -0.023752659245840548 0.062160889006980517 -0.13904749628106597 0.062367075765377505 0.052244604712920223 -0.081238969308067621 -0.12622445036791616 0.0097432439311087114 0.024214619110785721 0.092059096363589832 0.065366791569649196 -0.20765984272132942 -0.025582229318211764 -0.06922396566203208 0.0018415074606084937
leaf_weight=2.4967077048495394 5.6391184525564304 11.308175865560768 10.27969680726528 166.12750982865691 9.7939891573041731 1.943499170243739 6.7771438714116803 1.8980998434126362 3.3404291421174994 4.3248899001628187 4.508224995806815 6.7415628470480442 2.0749637149274349 6.0515403002500534 7.2284629866480818 6.5647548660635948 1.5133269168436525 3.9181836536154178 5.2566191144287568 15.054670844227074 5.2279253080487242 3.1228872984647751 4.5832769367843866 18.105621293187145 10.368030831217764 13.796168345957993 7.1445049270987493 5.7347809076309204 14.158365119248627 258.50195572245866
leaf_count=35 387 52 100 736 71 25 124 62 81 135 17 48 49 18 40 42 21 101 53 62 207 75 33 74 42 50 48 35 124 1686
internal_value=-0.000201173 0.000367028 0.00213849 0.000663622 -0.0146361 -0.0362738 -0.066132 0.0158477 -0.0256389 0.00533029 -0.0184691 0.0529287 -0.0289087 0.0486183 0.00647956 0.040164 -0.032444 0.00193182 -0.0335586 0.00309691 0.00161463 -0.00167316 -0.045357 0.00249157 0.0114725 -0.00250178 -0.0384676 -0.126586 0.00138851 -0.00184869
internal_weight=623.585 617.946 552.688 541.38 65.2576 31.318 19.9116 11.4065 13.1344 33.9396 22.6263 11.3132 4.57167 9.46297 18.3014 11.073 3.41143 531.101 16.881 514.22 499.165 12.9628 7.70616 493.937 176.496 317.441 30.9849 12.8793 286.456 272.66
internal_count=4633 4246 3478 3426 768 402 276 126 152 366 234 132 84 101 99 59 83 3326 262 3064 3002 161 108 2795 778 2017 157 83 1860 1810
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 1 1 1 2 2 2 2 1 0 1 2 2 2 1 0 2 2 1 1 1 1 2 1 1 0
split_gain=2.08756 2.00512 3.89176 3.89606 5.76244 3.52053 5.19348 4.39133 6.34849 2.73251 2.53283 3.71186 2.47697 2.62872 5.26521 1.95708 2.36934 8.59821 2.2803 9.44695 3.44376 11.6925 2.89658 3.75847 4.31333 6.22513 7.77287 6.15203 5.79229 4.75395
threshold=0.30560462260000004 0.4529056016000001 0.45824975300000009 36.772607578000013 37.345948426100009 0.46097422230000007 0.46280051495000007 0.46551001470000003 44.749265482150008 37.995872310650007 46.095286511800005 47.74983977685001 0.48522499325000007 0.58745247150000013 0.47447681205000009 49.292797572200008 49.960114208400007 50.427417695700008 0.43540612555000008 0.55131582885000008 41.489621506400006 40.806664626150003 0.42991227810000004 0.4172030777500001 0.39563186730000005 0.39814676205000005 36.558960102350007 0.39431454150000006 0.39170982905000007 0.53938504835000012
decision_type=2 2 2 2 2 2 2 2 2 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 9 -4 -5 -6 -7 -8 12 -3 -10 -12 13 -9 -15 18 -17 -18 19 22 21 -21 23 24 27 26 -26 28 -2 -27
right_child=1 2 3 4 5 6 7 8 10 -11 11 -13 -14 14 -16 16 17 -19 -20 20 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.10316368370189355 0.0050921777803667467 0.029013149959399794 -0.10658961518590832 0.17070010481205 0.081390981631607268 -0.12162750492215711 0.095707163651259058 -0.087813538018525442 0.099129334048449175 -0.10566598834815433 -0.12928641574120855 0.021849604348050257 -0.10957512377836116 -0.11637535380318192 0.07868255752096906 -0.090433579022836885 0.17296482271069546 -0.11284381317968201 0.023175928245558836 -0.093735567880462486 -0.1362719702213655 0.11778244199070674 -0.073448541210317422 0.03334178751306105 0.091783169770659978 0.017660778892892158 -0.12091917060963353 0.095930684974995281 -0.086856528017409437 -0.067986045987675436
leaf_weight=1.9626980330795039 364.97902904171497 1.9090174511075 3.6488725934177628 1.9116521421819914 4.2146659679710856 4.0935524031519881 4.023842826485633 4.5923779942095297 3.5507825827226069 7.1442231014370918 1.8054920341819549 16.25620992295444 6.2863401900976887 2.1001661643385887 4.0572849102318287 4.9743951354175788 1.8575227819383142 2.4290083330124617 50.228655084967613 10.631597671657802 5.3035954758524886 3.465263456106185 4.8268973492085925 40.977579168975353 2.0472818613052359 24.907743355259299 10.683596588671206 7.3214186504483214 6.9821464680135241 8.7602198347449285
leaf_count=137 2027 24 226 29 22 80 12 39 13 66 38 184 376 33 29 44 11 105 262 106 61 8 30 165 12 142 179 21 93 59
internal_value=-0.000195857 0.000132234 -0.0163945 -0.00664774 0.000246925 -0.00614465 -0.0140336 -0.00371213 -0.014063 -0.0772668 0.0219203 0.00674168 -0.0597123 -0.0305533 0.0121528 0.00210191 -0.04348 0.0110083 0.00288202 0.000805497 -0.0675831 -0.0417406 0.00361952 0.00441667 0.00163224 -0.0271478 -0.086714 0.005153 0.00336619 -0.00462406
internal_weight=617.933 615.97 65.5945 56.5412 52.8924 50.9807 46.766 42.6725 38.6487 9.05324 21.6125 18.0617 17.0362 10.7498 6.15745 550.376 9.26093 4.28653 541.115 490.886 19.4005 14.0969 471.486 466.659 425.681 46.3988 12.7309 379.283 371.961 33.668
internal_count=4633 4496 1171 1081 855 826 804 724 712 90 235 222 477 101 62 3325 160 116 3165 2903 175 114 2728 2698 2533 392 191 2141 2120 201
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=2 1 2 1 2 2 0 2 1 0 0 0 1 2 1 2 2 2 0 2 2 0 2 2 2 1 1 1 2 0
split_gain=1.77503 1.49157 1.51504 5.23953 2.5838 5.10593 5.10542 4.98784 4.52221 3.19303 3.71815 2.36511 5.09965 3.26826 2.26982 2.83462 1.90528 6.89008 4.55768 3.49239 5.05702 8.22396 3.0735 4.12245 2.7794 3.44597 3.18285 2.64942 2.59141 6.72097
threshold=29.850823923150003 0.5225142959500001 35.119813570500007 0.43643902880000007 37.041406607950009 37.765550062200006 0.5296248615500001 36.859113051050009 0.46280051495000007 0.51657136015000005 0.54191491270000014 0.5116313883000001 0.34007963835000005 34.214889417600013 0.36476452800000009 36.257608591500009 40.300545846000013 40.467253020850002 0.57559653900000007 40.722669576350008 40.890797847750008 0.56859076075000015 41.087689990200012 41.243661560350013 40.621691032550004 0.35799826355000003 0.34503457980000002 0.40115565405000009 39.476991512000005 0.46898296455000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 6 9 7 14 -8 -6 -11 12 -2 -14 -4 -16 18 27 28 24 21 -21 -22 -24 26 -26 -19 -18 29 -7
right_child=1 -3 4 -5 5 16 8 -9 -10 10 -12 -13 13 -15 15 -17 17 19 -20 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.071551935860190402 0.083553321908267739 -0.055075710950958583 -0.052884691920761423 -0.11044750830856005 0.094496584474759629 -0.12524154467555398 -0.14538227142562085 -0.12119669705793767 0.050696828348727276 -0.068015064522138319 0.058256337380186402 0.071675952616908942 -0.13197071163380819 0.0070080260270929248 0.00047321593240001167 0.092029711690097882 0.094770803016940922 -0.090347824096438031 -0.1114766635819306 -0.0011697491690148612 -0.050455306733833707 0.13972463175982328 0.052139274086765788 -0.0011151799176662986 -0.20823284113342241 -0.04812224792160863 0.019642289985394565 0.0053071884295258403 -0.024915008721708626 0.012557213109657442
leaf_weight=3.4688907344825557 5.2366945110261494 4.8456062176264814 4.1003067735582688 2.6100220363587132 9.1453973948955554 3.7471133302897206 5.5302255209535351 3.2240281179547301 1.4939711568877099 3.6340342015027982 6.5082345101982355 11.401321545243261 2.7453360911458731 4.4104210920631886 10.16310155764222 5.0677405819296828 10.905632566660641 3.7999944761395481 4.4078081212937823 10.410209558904173 11.894810799509285 6.8812166498973957 15.212412033230065 326.88690221123397 1.9010760784149159 4.5891139749437571 8.551713824272154 4.7528900373727074 51.105966357514262 63.880861844867468
leaf_count=148 44 352 66 87 38 39 72 27 35 23 51 58 31 22 45 18 40 30 102 43 82 22 76 2371 64 28 42 24 268 285
internal_value=-0.000221697 0.000184573 0.000627755 0.0240525 -0.000442699 0.00111062 -0.0292315 -0.00604708 -0.103678 0.0516488 0.0130126 0.0388063 0.00856551 -0.0463117 0.0131574 0.0309367 -0.000732283 0.00257396 -0.0116273 -3.66104e-05 0.0020948 0.0548999 -0.000484556 0.00125293 -0.0420367 -0.0950211 -0.0141961 0.0676156 -0.00792052 0.0049221
internal_weight=612.513 609.044 604.199 26.4038 577.795 548.215 29.5794 22.5552 7.0242 19.2877 10.1423 23.7938 12.3925 7.15576 19.3311 15.2308 528.928 405.786 123.142 390.127 371.286 17.2914 353.994 342.099 18.8419 6.49019 12.3517 15.6585 118.734 67.628
internal_count=4633 4485 4133 242 3891 3628 263 156 107 112 74 155 97 53 129 63 3516 2822 694 2758 2594 65 2529 2447 164 92 72 64 592 324
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 0 1 2 2 2 0 1 1 1 1 1 2 1 1 2 1 0 0 0 1 1 0 0 1
split_gain=1.7519 3.85543 2.52246 5.55004 2.03021 1.68555 11.1517 6.02544 5.05493 2.93671 2.27232 3.14022 6.63544 10.8127 2.31992 4.62075 5.91149 8.12612 5.15198 4.69465 4.2214 3.21913 10.8952 2.2659 5.76978 3.92111 6.7457 2.50076 4.11992 7.48071
threshold=33.036871954450007 33.361153777850006 0.38045268105000002 0.38512319990000005 0.32012514595000008 0.42111014640000005 0.53998383280000006 0.41997245590000004 36.772607578000013 41.542492784600007 35.119813570500007 0.54585192060000021 0.40437412050000004 0.39670967935000007 0.41625999220000004 0.39563186730000005 0.39814676205000005 38.804629908750009 0.39431454150000006 0.39170982905000007 36.558960102350007 0.40437412050000004 0.5276039639500002 0.52769378160000013 0.52401125715000008 0.39019789825000006 0.38906020780000011 0.47880302985000006 0.47943175355000006 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 7 -7 10 -8 -9 -3 14 13 -13 15 18 20 -18 19 23 -17 -19 -23 24 25 26 27 -12 29 -29
right_child=1 5 3 -5 -6 6 8 9 -10 -11 11 12 -14 -15 -16 16 17 21 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.03684481654465005 0.10334930224664413 0.039758036742196558 0.14270683200503056 -0.071334833426506969 -0.14550847017837168 -0.15006715521765401 -0.11190734170220294 0.015618047496207783 -0.00068278273200580259 0.1143855995785082 -0.0078951439149269036 -0.12484299353101068 -0.13960828396456618 0.22513121835214994 0.038514165769323809 0.058276494173843299 -0.14419698329564509 0.038198255013670891 0.089868323851320625 -0.082965258831858388 -0.11856813506940991 0.079233426781225066 -0.16612202948444876 0.059332751147243068 -0.10009919138957267 0.059077750887534398 -0.10846971208128159 -0.020483484852108956 0.0061666014536958594 0.12816850323652818
leaf_weight=0.77172300964593743 3.6202662829309693 14.55827711522579 1.8109983801841734 3.6591557920910418 2.9231689544394612 5.4376358799636355 4.214567689690738 5.2812792882323247 134.0976196937263 7.0014478620141745 126.17596271727234 1.8543391441926345 4.6893814438953996 1.684952402487397 15.686391517519949 1.5656751468777645 3.7919685952365425 16.294710738584403 6.6729058399796477 6.5090887723490587 9.7901480384170991 3.6647747224196783 3.5757691450417042 6.9363294988870612 5.4890758246183387 12.1314340531826 5.5159860253334037 6.0310901552438718 180.38165738433599 7.716966301202774
leaf_count=21 18 77 3 167 68 116 146 20 1309 22 1033 35 54 21 52 11 38 63 20 97 179 23 39 27 39 41 28 26 814 26
internal_value=-0.000198214 0.000464175 -0.043589 -0.000472277 -0.107422 -0.000159992 -0.00959452 0.00283386 -0.00407195 0.0719179 0.000908492 -0.000418672 -0.0615947 0.0417694 0.000785829 -0.000685472 -0.0335434 -0.00834341 0.00281063 0.00118287 -0.0941858 0.0135451 -0.0419363 0.00274611 0.00160326 0.00325512 0.00117666 0.00306488 0.0101884 0.0629568
internal_weight=609.535 600.37 9.16505 5.47015 3.69489 596.749 143.75 453 138.312 12.2827 440.717 426.159 8.22867 3.53929 417.93 402.244 38.683 27.3272 363.56 356.888 11.3558 23.5353 7.24054 350.379 343.442 337.953 325.822 320.306 194.13 13.7481
internal_count=4633 4374 259 170 89 4356 1571 2785 1455 42 2743 2666 110 56 2556 2504 353 163 2151 2131 190 125 62 2034 2007 1968 1927 1899 866 52
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 1 1 0 1 2 2 0 1 2 0 2 0 1 1 0 2 2 0 0 2 2 2 1 0 0
split_gain=1.86934 1.516 3.1776 2.20379 4.99611 1.8342 1.48157 9.89306 5.08269 4.54352 2.73882 2.25911 2.74058 3.39831 4.00669 4.67945 3.42648 2.72242 6.06912 2.18061 3.81726 10.5415 2.13114 4.91445 1.96061 10.299 2.30299 2.54127 1.92748 4.68945
threshold=0.30560462260000004 33.036871954450007 33.361153777850006 0.38045268105000002 0.53017873715000008 0.32012514595000008 0.42111014640000005 0.53998383280000006 0.41997245590000004 36.772607578000013 41.542492784600007 0.54191491270000014 0.43584024430000007 37.688226470200007 0.55980359870000018 38.621016321050007 0.55544744170000004 0.43837010870000009 0.44393880420000004 0.54986377655000018 40.300545846000013 41.489621506400006 0.56579144335000009 0.62143349005000015 39.476991512000005 40.574766824850009 39.262923716450011 0.46280051495000007 0.52432561900000019 0.52688542260000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 8 -8 28 -9 -10 -11 19 22 16 -16 -15 -17 -19 -13 -21 -22 -14 -24 26 -26 27 -20 -4 -30
right_child=1 2 6 4 -6 -7 7 9 10 11 -12 12 13 14 15 17 -18 18 24 20 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10283539286319687 0.033151548394505181 0.095107874964551475 0.0044985149852650548 0.085013763518695135 -0.11157203913788492 -0.14153769770602456 -0.146344594838061 -0.11080304048955517 0.014137210408543292 0.084408843307692091 0.11121137956684753 0.00068592836282495295 0.17992944313980153 -0.0068864528624086362 -0.13163699939702583 0.046184964766531875 0.097338033283716763 -0.12397134992436663 -0.060395425211144306 -0.12799998768867868 0.081032651608522285 -0.14414365153521433 -0.11294490466753 0.20147740369506179 -0.13624509883317726 0.004466840400644826 0.11353676891569578 0.070011338128326203 -0.078121303948904486 -0.0039015086142272894
leaf_weight=1.769378931261598 0.7719199880957589 3.5446962099522343 350.45513639552519 2.9767122641205788 2.2852925616316497 2.715395228471607 5.0389285916462532 3.8495650188997379 5.25261392444372 3.0539001226425162 6.5067713484168053 10.755184732377531 1.7169326096773141 5.487929128110407 2.894836680032312 10.18509256094694 7.4181046262383461 4.3208905272185794 2.9354539867490512 5.0932052321732035 4.7102655172348005 3.7216817401349545 1.1072913343086841 0.90208508539944876 5.7135336492210618 58.04722349671647 2.9852085094898939 3.0438773175701499 9.5995484329760057 75.210626368410885
leaf_count=137 21 18 1941 9 161 68 116 146 20 8 22 40 5 25 65 39 20 36 21 55 13 34 26 21 106 748 10 37 111 554
internal_value=-0.000199976 0.000101536 0.000710654 -0.0412208 -0.000363595 -0.10287 0.000143525 -0.008717 0.00297757 -0.00368957 0.0678509 -0.000614529 -0.00259603 0.00430078 0.000907783 -0.0065546 0.0530195 -0.00240364 -0.0088268 -0.0329206 -0.0596446 -0.0183554 0.0981168 0.0282112 -0.00198561 -0.00814221 0.0418035 0.00599029 0.00122492 -0.0123023
internal_weight=604.069 602.3 593.551 8.74932 5.262 3.48732 590.006 142.981 447.025 137.942 11.7594 134.093 131.039 106.758 103.032 90.1261 12.906 87.2313 77.0462 24.2803 13.5252 8.43195 3.72631 2.00938 72.7253 63.7608 8.96454 5.97933 435.265 84.8102
internal_count=4633 4496 4237 259 170 89 4219 1571 2648 1455 42 1309 1301 1159 1107 1062 45 997 958 142 102 47 52 47 922 854 68 58 2606 665
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=1 2 1 0 0 2 0 2 0 2 2 2 1 0 1 1 2 0 0 2 1 0 0 2 0 1 2 0 2 1
split_gain=1.36252 1.30157 2.66603 1.26859 5.08291 1.18887 1.64628 1.22567 4.97338 4.33628 2.32629 3.25312 3.75625 2.23463 2.2288 2.04147 4.33302 2.19042 2.73366 3.9449 2.56857 2.5886 1.90688 4.25866 2.46231 2.23562 7.3455 3.51845 3.99541 2.56688
threshold=0.5225142959500001 48.109449608500007 0.58454836680000011 0.39587138110000003 0.3733870243500001 51.757767929250001 0.61400856260000014 49.960114208400007 0.58035687555000015 49.292797572200008 47.927946529500012 45.700098835450007 0.37447980600000008 0.3972336157500001 0.49146732130000009 0.49284452560000008 45.044778924400006 0.61797550970000004 0.62376874945000005 40.722669576350008 0.47634801355000006 0.59751205050000011 0.58887458460000019 44.749265482150008 0.58249753000000004 0.4529056016000001 39.476991512000005 0.5641597557000001 38.911218973650008 0.44618424600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 7 -7 9 -9 10 11 15 -13 -11 -10 17 -17 20 -19 -20 22 -22 24 -24 25 29 27 -27 -29 -5
right_child=1 2 -4 5 -6 6 -8 8 14 13 -12 12 -14 -15 -16 16 -18 18 19 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.12235271487400053 -0.10159928455812338 0.099205096488363731 -0.12295225701169062 0.0016679193599284277 -0.12136107885256597 -0.10563182517959382 0.016563913581168696 0.10001947172964538 -0.13746269233257272 -0.0023222220876180553 0.028756594271680216 -0.12494765046036663 -0.016800413997025157 -0.1378181893352807 0.027197345881613422 -0.10881648902903314 0.16278992393118952 0.16310866554929371 -0.11425584230933623 0.10929384177048468 -0.13056717230284856 0.0212250281865905 -0.11600668719628443 0.084818048970773649 0.082913867020701387 0.11547631874439111 -0.092844945184242689 -0.11539903056437704 0.081054342330945744 0.039803844852127547
leaf_weight=1.1824624631553877 2.578421695623546 1.2487115338444712 0.95202811993658532 466.53077850677073 3.0973213277757168 2.4585490790195754 1.9989695707336066 5.1648848140612227 1.6881745122373106 1.8911859020590771 29.254861902445555 4.1909777671098736 13.743385734036563 3.4152362598106265 1.6022491566836832 3.7477636090479782 0.69653195142745961 1.8739812448620785 1.4081392539665105 1.7964409217238424 2.915617366321384 1.8277871683239935 3.6918955389410248 1.4789386391639707 3.7765085306018582 3.3794441651552942 9.3943982161581499 2.1764960046857595 1.9743221849203108 18.343668084591627
leaf_count=18 325 23 39 2706 170 136 15 28 27 10 123 95 112 41 13 218 1 14 39 8 42 24 85 4 40 13 119 54 8 83
internal_value=-0.000205091 -0.0533862 0.00310102 0.000222285 -0.0540253 0.000615509 -0.0508333 0.00100689 0.0388046 0.000453491 0.00128795 -0.000192103 -0.0420727 -0.089528 -0.0572826 0.00123853 -0.066249 0.0018147 0.0671675 0.0110629 0.00117085 -0.0720767 0.00185112 -0.0585677 0.00246906 0.00186363 -0.0338627 0.0397207 -0.0219567 0.00311067
internal_weight=599.48 4.77916 2.20074 594.701 4.27978 590.421 4.45752 585.964 8.45531 577.508 572.202 542.947 17.9344 5.30642 3.29042 525.013 4.4443 520.568 5.07856 3.20458 515.49 4.7434 510.746 5.17083 505.576 501.799 16.9247 7.53026 4.15082 484.874
internal_count=4633 387 62 4246 188 4058 151 3907 68 3839 3788 3665 207 51 40 3458 219 3239 61 47 3178 66 3112 89 3023 2983 194 75 62 2789
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 1 2 0 0 0 0 0 2 2 1 0 0 0 1 1 2 1 1 0 0 2 0 1
split_gain=1.24085 2.68079 3.368 3.0232 1.94503 4.39283 2.05565 1.23822 1.12248 3.38508 4.52577 3.64468 3.88831 3.2844 3.11346 2.63208 4.59972 6.33265 5.17735 4.2796 6.45036 5.05204 3.04752 2.64631 2.39342 2.68625 3.35216 3.20068 5.02602 2.47906
threshold=33.036871954450007 33.361153777850006 33.96174662340001 34.515670600900002 0.51657136015000005 0.52401125715000008 0.31753540315000006 0.34377713240000007 49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.58035687555000015 0.66718062335000017 52.834037000700008 48.823707093150006 0.31118828780000007 0.3733870243500001 0.41160444300000004 0.45798030000000006 0.32467590790000006 0.32012514595000008 38.110427674550003 0.4995808509000001 0.33894194785000004 0.47550971530000002 0.47673722340000008 42.055256506450007 0.47396784530000008 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 7 6 -6 -1 -4 15 -10 -11 -12 -13 14 -14 16 17 -5 -18 20 21 22 -20 24 -21 27 -27 28 -26 -29
right_child=1 2 3 8 5 -7 -8 -9 9 10 11 12 13 -15 -16 -17 18 -19 19 23 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.052371987091937258 0.088064545941441891 -0.12147658058073163 0.11684767779037797 0.1129298907611869 0.076009613699236686 -0.11135185078544091 -0.14781791641082745 0.032147228958203898 -0.14059803878130187 0.096798094681859626 -0.13069834337678474 0.062345492248423742 -0.13022349296167907 0.098351533375639677 0.023898850890865467 0.042166450537834882 0.12559894550233361 -0.14505825407321804 0.02400785505798617 -0.069149166086981823 -0.11768095681145122 0.055355346063136503 -0.1709488150550911 -0.057781912441511957 -0.065930969336510756 -0.057405260521624493 0.0021873189935509565 0.11191391720364015 0.072307327776877275 0.018338429890431336
leaf_weight=0.65903349127620314 3.4613687470555297 2.2810004921630016 2.7642425000667563 1.2079787440598 3.0107626765966415 2.1413912214338779 2.3138628690503538 4.5949425683356822 2.2028617560863522 3.2937063574790981 3.0268697366118422 4.7650327738374454 4.2759658144786954 1.1919655646197496 1.8901056395843623 14.628474454395471 3.2686634939163914 4.4803101918660104 1.311195757240059 4.697236966341733 7.7122834594920269 6.5599016100168228 2.0639108642935753 7.5401590443216255 5.7942973189055937 9.6332546900957805 468.88945201970637 6.7664345316588861 4.8161569498479366 4.8679431900382042
leaf_count=14 18 37 12 16 9 163 73 42 18 11 100 49 90 40 22 62 16 179 29 40 233 22 25 456 33 97 2660 20 18 29
internal_value=-0.000217377 0.000318946 -0.000200656 0.000274455 -0.0390295 -0.00186349 -0.10344 0.0639622 -0.000540823 -0.023435 -0.00944131 -0.0325385 -0.00803014 -0.0536051 -0.0829799 0.000312032 -0.000822615 -0.0902713 0.000130353 -0.000642497 -0.0490618 0.00420548 -0.0952101 0.00102312 0.00190033 0.00256678 0.000987647 0.0365365 -0.00318367 0.072761
internal_weight=596.111 587.986 584.524 582.243 8.12505 5.15215 2.9729 7.35919 574.884 20.6465 18.4436 15.1499 12.1231 7.35804 6.16607 554.238 539.609 5.68829 533.921 530.652 17.6473 9.93501 3.37511 513.005 505.465 500.768 478.523 22.2448 10.6105 11.6344
internal_count=4633 4374 4356 4319 259 172 87 54 4265 330 312 301 201 152 112 3935 3873 195 3678 3662 309 76 54 3353 2897 2857 2757 100 51 49
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 0 1 2 2 0 1 1 0 2 0 1 2 0 0 1 0 2 2 2 0 1 1
split_gain=1.08305 2.21715 1.75191 4.0488 3.65918 3.12259 1.5763 1.0721 8.81046 4.37939 3.8724 3.06087 1.88666 2.39137 2.62452 7.18636 3.02329 4.09656 4.67092 2.1021 3.70098 4.68601 5.79931 1.91819 3.44766 8.99631 1.794 2.68091 5.81548 7.5807
threshold=33.036871954450007 33.361153777850006 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.40206880030000008 0.32012514595000008 0.42111014640000005 0.53998383280000006 0.41997245590000004 36.772607578000013 40.890797847750008 0.54191491270000014 0.43584024430000007 0.43837010870000009 0.56974342085000018 37.995872310650007 0.5641597557000001 0.49146732130000009 38.396531328800009 0.5541600551000001 0.56065686655000013 0.44512140355000007 0.54986377655000018 40.300545846000013 41.489621506400006 35.119813570500007 0.54585192060000021 0.40437412050000004 0.39670967935000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 -1 9 -9 26 -10 -11 -12 23 15 -15 17 -16 -19 -18 -21 -22 -23 -14 -25 -26 -3 -28 29 -29
right_child=1 7 3 4 5 -7 -8 8 10 11 12 -13 13 14 16 -17 19 18 -20 20 21 22 -24 24 25 -27 27 28 -30 -31
leaf_value=0.031400350340079312 0.080804284309998503 0.035745924641656115 0.13163818101780633 -0.38068066833311964 0.12355384369292183 -0.1045288161936713 -0.13679204694696406 -0.14342116326436943 -0.10968170278219472 0.0035832955175074338 0.078848041415549242 0.10901630360550368 0.00023238649561061679 -0.011209205652786809 0.16260142731770141 0.137436792040176 -0.12689454530254773 -0.11954646990045351 0.15221069581919625 -0.15457292214900098 0.075764095996764314 -0.11748136785195099 -0.0017602746140527551 -0.12489299777006735 0.073372361993520041 -0.13887273048516682 0.00052234687121920499 -0.12253088219909861 -0.13587604991524668 0.16803896607716029
leaf_weight=0.73360364139079992 3.3985677212476721 14.041391689330338 1.5705227255821226 0.32984938472509417 0.90472626686096225 1.7835764605551956 2.3175446456298232 4.6367349382489911 3.3289179028943172 4.8206558078527433 2.9324376732110968 6.42144482024014 10.741745367646219 8.6322331950068456 2.546618938446044 5.2186188548803321 1.4278413183055807 1.6392784267663958 1.0297840693965552 1.6113825663924206 7.1511626914143553 4.6208308041095725 68.956604829989374 4.7316441424190989 4.6598494052886945 3.494801796041429 410.69146470213309 1.6493768151849502 4.3548011514358222 1.9705587942153213
leaf_count=21 18 77 3 3 2 162 68 116 146 19 8 23 40 36 6 15 29 31 33 14 21 40 934 55 13 34 2556 35 54 21
internal_value=-0.000219356 0.000269417 -0.0376272 0.00142105 -0.0663386 -0.0277695 -0.0963527 -0.000201421 -0.00792199 0.00218736 -0.00318829 0.0638062 -0.000448556 -0.0022873 0.00430424 0.0447965 -0.00199864 0.0718714 -0.0146965 -0.00659805 -0.00451201 -0.00151672 -0.00902782 -0.0309751 -0.0569891 -0.0175886 0.000586456 -0.000592736 -0.0580185 0.0356446
internal_weight=592.349 584.709 7.63982 4.58867 3.01815 2.6883 3.05115 581.31 137.36 443.95 132.724 11.2421 129.395 126.462 102.834 13.8509 88.9835 5.21568 2.66906 83.7678 82.34 80.7286 73.5774 23.628 12.8863 8.15465 432.708 418.666 7.97474 3.61994
internal_count=4633 4374 259 170 167 164 89 4356 1571 2785 1455 42 1309 1301 1159 51 1108 70 64 1038 1009 995 974 142 102 47 2743 2666 110 56
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 1 1 2 2 0 0 0 2 1 2 1 0 0 1 2 2 1 0 0 1 2 1 1 2 2
split_gain=1.02551 1.31741 1.03144 3.81991 0.922424 1.42076 5.39775 1.03885 3.53416 3.49257 2.04215 1.91305 1.75786 2.82946 4.76625 2.74544 3.42508 2.96168 6.14735 2.46367 3.5257 2.27661 3.5908 2.83651 2.26505 1.88914 1.80797 2.03597 2.71976 1.73436
threshold=51.757767929250001 0.61400856260000014 0.39587138110000003 0.3733870243500001 0.5225142959500001 0.57854555250000017 0.58454836680000011 49.960114208400007 49.292797572200008 0.58035687555000015 0.62143349005000015 0.3972336157500001 48.823707093150006 0.31118828780000007 37.688226470200007 0.31638274305000008 0.43572048740000008 0.4413939702500001 0.33400197600000009 39.571921479100006 39.476991512000005 0.4995808509000001 0.45798030000000006 0.46482141255000003 0.32012514595000008 48.96897326980001 0.49146732130000009 0.47941678395000004 42.498713093000006 45.921757303800007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 8 12 -9 -11 -10 13 14 -4 -15 19 -18 -19 20 24 22 -20 -24 -17 -14 27 -25 -29 -28
right_child=1 -3 4 -5 5 6 -8 9 11 10 -12 -13 25 15 -16 16 17 18 21 -21 -22 -23 23 26 -26 -27 29 28 -30 -31
leaf_value=0.084907071430578435 -0.10508259403499094 0.0066462016126530151 0.065970745876008402 -0.12269548212703392 -0.10321323250000469 0.21924220348367485 -0.11364642248295885 0.087444219636458723 -0.004444604873062208 -0.13100856024616134 0.033664756331283206 -0.13279019019923474 0.065463776598279511 0.083969480964328935 -0.166903632582316 0.056289951863662938 0.07990499449700314 -0.11244299964693283 -0.11699419760169161 -0.10568715522954093 0.14092533766914189 -0.073699506098753489 0.073118451212564842 0.0019255591469925046 -0.14026177577409515 -0.0024508644994131333 -0.0018462582863810796 -0.12515408121665569 0.012965804023923914 0.11698395866449576
leaf_weight=1.35404360666871 2.1147078797221175 2.1066371537744999 1.3536512181162828 2.5658142925240099 2.1426533386111251 0.78621201077476177 1.2803077823482452 5.0366038614884001 1.8737685084342945 1.5062305983155968 1.5060882046818731 3.054562209174037 8.6456103548407572 3.9305988922715178 2.5058893878012896 0.93582946062087868 4.7294628322124472 4.7824155502021304 2.5221267249435178 5.2121366616338491 1.2115746736526491 4.0000168741680673 5.6442361995577803 497.89516446087509 1.5698031606152651 7.7828266173601142 2.2848536469973615 2.938417008612304 2.7692687511444092 2.6560232490301132
leaf_count=18 136 24 12 170 255 13 110 28 10 30 10 41 30 42 45 3 22 57 86 120 2 203 22 2911 72 39 37 58 19 8
internal_value=-0.000213609 -0.049325 0.000141095 -0.050983 0.000486279 -0.0461567 0.0130018 0.000826922 0.000321661 0.0365011 -0.0486758 -0.0839928 0.00105924 9.1132e-05 -0.0852279 0.000697472 9.03905e-05 0.00112473 0.000415698 -0.0613281 0.000870542 0.00145224 0.00203401 0.00261785 -0.0668516 0.0332898 0.00183538 0.00124479 -0.0581407 0.0620322
internal_weight=588.698 4.22135 584.476 3.91986 580.556 4.20917 2.06652 576.347 568.298 8.04892 3.01232 4.92833 563.37 546.941 3.85954 543.082 539.151 530.222 525.493 8.92934 3.71721 520.71 516.71 514.188 2.50563 16.4284 508.544 503.603 5.70769 4.94088
internal_count=4633 160 4473 188 4285 378 123 3907 3839 68 40 51 3788 3719 57 3662 3620 3423 3401 197 77 3344 3141 3055 75 69 3033 2988 77 45
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 2 1 0 0 2 2 2 0 2 2 1 2 1 1 2 1 2 1 0 0 0 0 2 2 1
split_gain=0.891983 1.27431 4.37282 0.935731 8.43727 2.67314 6.59603 5.37879 9.46234 4.76003 3.70316 4.3388 3.47844 1.99727 1.79303 3.52258 2.72249 3.23775 6.46411 2.75585 8.52938 3.53102 6.01318 2.22392 2.82887 6.03538 4.90424 3.76331 5.0002 4.90243
threshold=0.5225142959500001 0.57854555250000017 0.58454836680000011 42.686561923500008 42.684965421050009 43.182896969600009 0.3459626957000001 0.50386215985000016 0.51809826055000008 43.067541470150012 42.982930821650008 42.783136484500005 0.48389269780000005 42.844429421150004 43.521589032450009 0.34626208795000007 43.895345911700005 0.39814676205000005 0.34527409360000011 44.202975721700007 0.42209814075000007 44.749265482150008 0.34575312120000007 0.58887458460000019 0.51017933595000009 0.53146612375000013 0.53312775065000018 45.205561619650005 47.079243513300007 0.36042334060000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 9 12 -9 10 11 -5 -8 -10 15 -7 17 18 -16 20 -18 22 -21 24 27 -26 -27 -23 -29 -30
right_child=1 2 -4 5 -6 14 7 8 13 -11 -12 -13 -14 -15 16 -17 19 -19 -20 21 -22 23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.00070390776294268682 -0.10297944517597467 0.18476317856450292 -0.11220909368798518 0.051354567073485319 0.10529609085094876 -0.046106463284353721 -0.0748245077070189 0.097349200156429894 -0.18624303251950136 -0.093535555866754175 0.092679527602964135 -0.073684007962942027 -0.2519586059227753 -0.071865769723936906 0.019924016638632226 0.052941529039928659 0.080019091024382732 0.023252393504710062 -0.14998850919058224 0.020799835919427433 -0.078686532907526141 0.095223790268092148 -0.15018039142963796 0.028762595901852834 -0.11654641125756782 0.098751076200541105 -0.03008818525837886 -0.117876779152847 -0.013822871645364512 0.09322183065852116
leaf_weight=401.57885117642581 2.0297770919278255 0.83654215931892428 1.2173783290199933 6.1566217439249211 7.8636738061904898 4.7631215211004045 2.0141300335526457 3.3576364703476411 2.1478305207565427 3.9040405391715458 5.9355223244056097 5.0525895766913891 2.4658693894743919 5.2794005461037159 3.8073214367032033 14.586452296003698 12.690030746161939 4.5233732871711245 5.4356067292392254 3.9468958796933276 4.6189238019287577 4.5130252647213664 4.29542067181319 20.512629928067327 6.6003021821379688 3.6420302018523243 15.64918476808816 3.3427002895623472 16.999300047755245 5.7173475176095954
leaf_count=2651 259 13 115 24 56 40 22 12 23 55 24 43 18 57 28 67 64 31 61 24 135 29 54 128 188 10 194 103 86 19
internal_value=-0.000214309 -0.046787 0.00874487 0.000112814 0.00271268 -0.00607766 -0.0301748 -0.0802213 -0.0419628 0.00611962 0.0288122 -0.00500699 -0.172322 -0.104942 0.000373461 0.0285597 -0.00431631 -0.0460721 -0.0799986 0.0012902 0.0376682 -0.00609861 -0.0683052 0.000562209 -0.00968264 -0.0340051 -0.00576434 0.0109158 -0.00368483 0.0131182
internal_weight=585.484 4.0837 2.05392 581.4 409.443 171.957 36.3136 15.2649 10.7849 21.0488 17.1447 11.2092 4.48 7.42723 135.644 19.3496 116.294 13.7663 9.24293 102.528 17.309 85.2188 8.24232 76.9765 56.4639 25.8915 19.2912 30.5724 26.0593 22.7166
internal_count=4633 387 128 4246 2707 1539 278 132 92 146 91 67 40 80 1261 107 1154 120 89 1034 199 835 78 757 629 392 204 237 208 105
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 2 2 2 1 1 1 2 0 2 2 1 1 1 0 0 1 2 0 0 2 1 2 2 0
split_gain=0.941271 3.14488 1.04286 1.93823 4.38425 5.08183 2.83955 1.6235 3.60112 1.30004 6.1617 1.32104 5.12674 6.00132 3.19863 3.47445 2.85539 11.7471 5.11597 4.40646 8.38079 9.73582 4.61122 3.07447 2.90842 2.60979 2.50058 2.73384 2.50031 2.45427
threshold=0.39587138110000003 0.3733870243500001 0.31100865245000009 0.42615490555000007 0.31118828780000007 0.41160444300000004 35.771221912400001 48.823707093150006 41.037275035300006 0.32467590790000006 0.33400197600000009 0.3584174126500001 38.396531328800009 0.49588335680000006 40.148327922700012 39.427119987250002 0.36880632320000012 0.36618664115000005 0.37227927305000003 0.5116313883000001 0.50452082270000009 0.37644082515000005 43.813842866750008 0.49688632075000011 0.50101793360000013 40.467253020850002 0.36042334060000009 39.354247760400007 34.969856643350006 0.47550971530000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 -7 8 -2 -5 -11 12 28 14 15 -14 17 24 -18 20 21 -20 -22 -23 26 -16 27 -13 -12 -27
right_child=2 -3 3 9 5 6 -8 -9 -10 10 11 16 13 -15 25 -17 18 -19 19 -21 22 23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.066276285186101611 0.10115051285100801 -0.1214497083097669 -0.16440250355851749 0.038535376322178516 0.064549631984761657 0.076160337931306402 -0.12243267951614396 0.06136184392162343 -0.14238349338223752 -0.1103062024105914 -0.0096370337244465875 0.044454615990525949 0.005797498449044077 0.064470436182422666 0.0484953125634872 -0.077900860362755023 0.061417882562797989 -0.21979839788449773 0.12861111971229874 0.00016318511471646402 -0.17615215683403063 -0.15597025002395265 -0.0033753537878786059 0.0068568613202357152 -0.080517679986633311 0.043254546495808156 0.017318952272186994 -0.14166866464121497 0.080587102853683007 -0.0050848028382875195
leaf_weight=1.4417964536696666 1.0903885476291164 2.3418904636055231 2.303706742823123 8.8146162033081037 4.5771775310859066 0.8921923879534005 3.7300773281604052 6.2833184078335762 1.3701406898908315 5.0336575433611861 4.0102709457278278 1.2273887470364671 9.0169539414346236 14.419492915272711 11.289062015712259 11.022413747385142 12.929817862808703 3.007880173623561 4.0120744854211825 271.77394647267647 5.6263489685952655 2.6062833108007908 2.1292999740689993 2.0891554970294237 5.0433913692831984 11.374831672757862 19.399216458201408 2.2103732824325562 13.120685562491415 137.06325891241431
leaf_count=18 8 170 22 32 35 17 146 25 35 62 38 9 40 62 41 56 50 33 9 2586 53 37 17 28 27 56 103 68 49 701
internal_value=-0.000201262 -0.0499156 0.000124477 -0.00040245 -0.0410334 -0.0101396 -0.0841002 0.0343972 -0.0344609 0.000436328 -0.000176044 0.000844173 0.007025 0.00239869 -0.00258023 -0.0402398 -0.00308925 -0.032045 -0.0001195 -0.00287996 -0.0531162 0.0142199 -0.128717 -0.0835231 -0.0117891 0.00214453 0.00338909 -0.0752168 0.0594661 -0.00138055
internal_weight=581.251 3.78369 577.467 568.724 11.5032 9.19945 4.62227 8.74385 2.46053 557.22 548.406 543.372 211.317 194.186 179.767 20.0394 332.055 30.8883 301.167 288.237 16.4632 8.70751 7.75565 4.69544 27.8804 159.727 22.837 3.43776 17.131 148.438
internal_count=4633 188 4445 4377 220 198 163 68 43 4157 4125 4063 1043 956 894 96 3020 240 2780 2730 144 74 70 65 207 798 180 77 87 757
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 0 1 1 2 2 1 2 1 2 2 0 1 2 0 2 0 1 2 2 0 0 2 0 0 1
split_gain=0.90817 1.7628 1.84069 3.4439 2.89212 1.54295 6.35965 2.94337 1.57938 4.63102 1.34961 1.3233 2.10163 3.23117 1.43621 1.85261 2.34768 2.25793 3.31275 4.15001 2.15945 5.14674 2.14234 3.67844 1.47602 1.57128 3.87278 2.95005 2.13546 2.22971
threshold=0.63013083440000017 0.47634801355000006 0.48250052395000009 0.64803449000000013 45.921757303800007 0.61400856260000014 0.48616807880000007 0.48522499325000007 45.044778924400006 37.500638522700008 0.4830394299500001 49.292797572200008 0.3975479776000001 49.960114208400007 48.823707093150006 0.43572048740000008 0.32737043805000005 41.559097512700014 0.39614083410000006 44.952171034750002 0.4413939702500001 0.3298553935500001 39.476991512000005 35.771221912400001 0.45798030000000006 0.47550971530000002 43.564719632750005 0.47673722340000008 0.47642286160000008 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 10 -7 9 -9 11 14 13 -13 15 16 17 22 19 -19 -17 -22 23 -1 -23 26 -26 28 29 -27
right_child=1 2 3 4 -6 7 -8 8 -10 -11 -12 12 -14 -15 -16 20 -18 18 -20 -21 21 24 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.062739938008689752 -0.12266579856111437 0.10894704863903359 -0.1426861718386816 -0.10994221200170598 0.038847347851765801 -0.054451328670155112 -0.11615961100720251 0.1815128876971786 0.10819609569553755 -0.11061929660774966 0.057213355129300397 -0.067006617464070981 -0.11472333828995521 0.082872341877174932 0.03231067990894889 0.069505829029370941 -0.11075468779710523 -0.10918074725292566 -0.10451895206146888 0.10153755116313537 -0.12216848269376412 -0.074620972881871098 0.08788909655102746 -0.13568384782806214 0.0092133001403062863 0.049981496053235888 0.11742035041736298 0.0016301952198412356 -0.14335370249784898 -0.067816051250199044
leaf_weight=2.1529117794707449 1.6685669217258681 1.1233765631914128 2.0071572521701437 1.691846589092165 5.7339420011267066 2.394813812337814 4.6958132595755151 0.90341514442116055 4.5718804076313972 1.3588703759014604 4.1951567679643622 3.5533765368163568 2.5543869179673493 2.4166504368185997 14.169899590313433 4.5854347422718993 3.0708017190918317 1.5340779609978183 4.8232156760059297 2.3919220361858606 3.3934036865830413 2.5406957669183603 3.1759133622981608 1.6505543235689399 20.982533954083923 2.3884285092353803 3.926560152322053 460.90475884778425 2.1164869554340839 4.9104116037487984
leaf_count=35 32 5 87 236 103 34 197 19 19 98 21 28 109 31 62 23 173 117 62 14 52 87 31 48 111 8 14 2687 35 55
internal_value=-0.000186683 -0.0271526 -0.0120555 -0.0264658 0.00494804 0.000396404 -0.000276572 0.0409496 0.0743798 0.00604 0.00071024 0.000277087 -0.0388149 -0.00633603 0.00089566 4.70288e-05 -0.0307774 -0.0151629 -0.0490032 0.0191997 0.00119282 0.000567782 0.0272586 -0.0233682 0.0014045 0.00179454 0.0262706 0.000498237 -0.054914 -0.0292687
internal_weight=577.587 12.2249 10.5563 9.43295 7.42579 565.362 556.133 9.22898 6.83417 2.26229 551.438 547.242 8.52441 5.97003 538.718 524.548 18.7994 15.7286 8.74922 3.926 505.749 501.163 6.97938 3.80347 497.77 495.229 24.9091 470.32 9.41533 7.29884
internal_count=4633 463 431 426 339 4170 4000 170 136 117 3803 3782 168 59 3614 3552 480 307 193 131 3072 3049 114 83 2997 2910 125 2785 98 63
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 2 1 2 2 2 2 2 2 1 2 2 1 1 1 2 0 0 1 0 1 0 2 0
split_gain=0.876599 1.89728 1.67005 3.43582 2.56717 2.72429 1.31058 0.847185 1.04877 0.820128 2.55023 2.40107 0.72549 5.6835 2.71572 5.17029 4.08588 3.62571 3.20737 4.90533 2.60493 2.55152 3.73221 6.1245 4.60899 5.22713 4.93777 4.71999 4.33942 3.32754
threshold=33.036871954450007 33.361153777850006 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.40206880030000008 0.31753540315000006 51.757767929250001 0.4995808509000001 34.214889417600013 34.424709467050008 33.96174662340001 40.300545846000013 40.467253020850002 39.476991512000005 0.45051046375000009 39.788107623550012 40.040404835300002 0.3298553935500001 0.3459626957000001 0.34524415440000006 39.065416244600009 0.50218556330000019 0.5195503128500002 0.38906020780000011 0.52769378160000013 0.3975479776000001 0.53499895210000015 36.772607578000013 0.56748300950000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 -1 9 -9 11 -11 -3 14 -14 18 16 20 -18 -12 -20 -16 22 -21 -24 -25 -26 -27 -28 -29 -30
right_child=1 7 3 4 5 -7 -8 8 -10 10 12 -13 13 -15 15 -17 17 -19 19 21 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.035865707826119052 0.075684951688819849 -0.11701721146096521 0.12767355056083671 -0.31037216775300464 0.12072761277454323 -0.1043072057471548 -0.13391522188811003 -0.10580965627973192 0.00044743185039618124 0.10509410206693888 -0.093442541066767734 0.037046071704274611 0.063834162284597318 8.8483201318606828e-06 0.0045741918065080999 -0.13643782715962521 0.037636912859252108 -0.03198152666519255 0.053493124615628641 0.028169512750365024 -0.079307828405439137 0.030605286933547068 -0.098295658126654986 0.066471310975639117 -0.093117815974502069 0.073659479227248678 -0.14174814166210148 -0.11553369898749262 0.021838189142011931 -0.071134310427338837
leaf_weight=0.57989894412457887 3.3134915195405474 2.1540070632472625 1.4579118490219114 0.36250575631856952 0.83377537131309543 1.5163147384300826 2.10523542878218 1.6949835321865969 2.0551822790876031 2.3186110733076921 3.3671670891344538 1.9073571865446863 14.504497468005864 366.13468885770999 5.3026949837803867 3.8255308493971816 16.79652122035623 13.48789172247052 18.069335683248937 19.001981125213206 12.265864022076128 18.335007147863507 9.0954255871474725 6.9421776905655852 8.2442883066833001 6.5578258447349063 2.9661199674010268 3.3966887050773975 20.938115328550342 4.7167942305095485
leaf_count=14 18 37 3 3 2 162 75 126 34 18 62 18 71 2821 20 82 73 74 98 92 82 87 53 19 59 30 30 128 108 134
internal_value=-0.000193154 0.000236316 -0.0357373 0.00386577 -0.062676 -0.0244684 -0.0972482 -0.000206882 -0.0475782 0.000110165 0.000437064 -0.0446638 -9.89325e-07 0.00244095 -0.00536422 -0.0245685 -0.0156253 0.00663067 0.0027953 0.00553535 -0.0539898 -0.00311349 -0.0106659 -0.0224059 -0.00956694 -0.0208415 -0.0053947 -0.0215865 -0.00931816 0.00474469
internal_weight=574.248 567.392 6.85564 4.17051 2.7126 2.35009 2.68513 564.079 3.75017 560.329 556.267 4.06136 553.949 380.639 173.309 51.6785 47.853 30.2844 121.631 118.264 17.5686 100.194 81.8594 62.8574 53.762 46.8198 38.5755 32.0177 29.0516 25.6549
internal_count=4633 4374 259 170 167 164 89 4356 160 4196 4141 55 4123 2892 1231 331 249 147 900 838 102 740 653 561 508 489 430 400 370 242
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 1 2 1 0 1 0 2 1 2 1 0 0 2 1 1 2 2 2 2 1 2 1 1 2 0
split_gain=0.809641 2.81446 0.892062 1.64203 5.48871 2.38796 1.68531 2.63843 3.6875 1.6757 3.16265 1.64173 3.0929 1.6545 4.93845 4.02558 8.51641 3.99957 2.47008 3.42193 2.42598 3.70968 1.70106 2.76841 2.76133 3.97288 2.77607 5.49304 1.60983 8.73382
threshold=0.39587138110000003 0.3733870243500001 0.31100865245000009 49.064150740050003 49.960114208400007 0.50491003265000012 50.189067467950004 0.4995808509000001 0.47648274005000008 0.48522499325000007 0.58035687555000015 47.927946529500012 0.4985778869000001 44.202975721700007 0.4172030777500001 0.48149755995000004 0.47774018740000007 43.968221017800005 0.44618424600000006 0.4690129038000001 44.749265482150008 45.205561619650005 43.564719632750005 43.477771593600004 0.42209814075000007 43.895345911700005 0.39814676205000005 0.34527409360000011 42.720329370750001 0.47880302985000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -5 6 -6 8 -8 -10 -11 12 13 17 15 16 20 22 -16 -20 -15 -22 23 28 25 26 27 -24 -4 -30
right_child=2 -3 3 4 5 -7 7 -9 9 10 -12 -13 -14 14 18 -17 -18 -19 19 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.058577932002924021 0.032372148137873105 -0.12296451385753673 0.0027878886355000654 -0.12163049416473422 0.10995230595220705 -0.12055312132145363 0.18148337526319044 0.097168606938300567 -0.11654222871803435 0.077456789420471447 -0.1374346171006848 0.02724104350206424 -0.077341462975237779 -0.15570206389975291 0.0829392305374929 -0.09107644154211364 0.12172917622225682 0.063741631537348867 -0.074916583785329824 0.057333921827376455 0.057865155341445096 -0.12148830849397339 0.028313509964305067 0.07670429254535549 -0.11521477472015745 0.084828006946504386 0.040830275884661288 -0.13902771675170941 -0.10297285346844554 0.0051227580010606254
leaf_weight=1.455005316063761 8.4486016752198321 2.0672736552078277 402.44549674307927 4.7874208819121149 1.799632716923951 1.3253666670061637 0.72727960348129084 2.2096377909183502 2.5914462241344154 1.7685080617666247 1.117738017812371 22.143137708306313 5.1940735711250445 2.22246326133609 5.0235772505402547 11.367385851219295 3.5110138282179832 10.181116700172423 3.8040302768349648 4.0283424519002438 2.393537662923336 2.2255032565444708 3.3141173943877238 4.8522740788757792 3.1332376059144726 3.2952814400196067 3.0749726369976988 4.8064712807536125 9.3940991107374412 36.581024950370193
leaf_count=18 68 170 2492 70 9 58 1 7 123 16 38 105 531 18 34 187 8 42 26 19 13 85 12 21 77 10 13 56 114 192
internal_value=-0.000175838 -0.0479718 0.000120676 -0.000366489 -0.0316132 0.0057322 0.0221186 0.00333357 -0.0300818 -0.0581716 -0.00576283 0.000573058 -0.000560695 0.000212701 -0.0209161 -0.049992 -0.00487992 0.00173126 0.028207 -0.00689756 -0.0698549 -0.0285493 0.000390558 0.0015757 -0.0300901 -0.0116842 -0.0400915 -0.0707336 0.000762748 -0.0169644
internal_weight=571.289 3.52228 567.767 559.318 16.327 11.5396 10.2142 8.41461 6.20497 5.47769 2.88625 542.991 520.848 515.654 34.5759 21.7199 10.3525 481.078 12.8559 7.83237 6.8415 4.61904 470.897 453.273 17.6241 14.4908 11.1956 8.12059 448.421 45.9751
internal_count=4633 188 4445 4377 322 252 194 185 178 177 54 4055 3950 3419 390 311 124 3029 79 45 116 98 2987 2819 168 91 81 68 2798 306
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 2 2 2 1 1 0 1 1 1 0 0 2 2 1 1 0 0 0 2 0 1 1 1
split_gain=0.755363 1.5537 1.46633 2.99851 1.8841 2.42437 1.17234 0.689036 1.96775 1.91551 0.846887 2.66059 2.01432 4.55556 2.73293 6.11628 4.4268 15.3638 2.70571 6.37197 7.33446 6.00434 4.24361 3.78167 6.84256 6.35788 3.6024 3.54413 2.81769 5.75925
threshold=33.036871954450007 33.361153777850006 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.40206880030000008 0.31753540315000006 34.214889417600013 33.96174662340001 34.515670600900002 0.34515433670000012 0.34518427590000006 0.47697673720000006 0.34548366815000003 0.35585760905000008 0.35210023650000005 0.47976108500000009 0.48588365620000007 42.154118731400011 42.431220712750012 0.34587287805000005 0.34542378970000004 0.48119816770000007 0.48588365620000007 0.48119816770000007 40.986363433950011 0.48368312325000012 0.34560342505000002 0.34545372890000009 0.34584293880000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 -1 8 -3 -9 -11 -12 13 -13 15 18 -16 -18 23 -20 21 -21 -22 24 25 -14 -26 -27 -23 -30
right_child=1 7 3 4 5 -7 -8 9 -10 10 11 12 14 -15 16 -17 17 -19 19 20 22 28 -24 -25 26 27 -28 -29 29 -31
leaf_value=0.033335316723588228 0.069067028822522164 -0.10785982255564926 0.1243359902276477 -0.26534652694447386 0.1183217541017872 -0.10395295579212493 -0.13110265948799801 0.063295399723604137 0.032891973642993337 -0.0090473192242709801 0.066195190328733194 -0.12256020091260994 -0.028220287212691687 -0.0019264872347800679 0.1105103558707453 0.095134353275364264 -0.26346586772709596 -0.0025429601508694588 -0.11047710806629969 -0.04594591406280045 -0.13505617446777538 0.13347681526294822 -0.019011501304408943 0.066594499965930573 -0.016525902199989614 0.021931457514939509 -0.12492737640949536 0.10729124408691691 -0.0094543389570116779 0.10123574286544207
leaf_weight=0.55880881194025223 3.2576913200318804 2.1105078326072535 1.349753797054291 0.38085030019283328 0.76718619465827975 1.3616090670693664 1.9343459575902668 4.7557399328798047 1.8762808830942961 94.683617798844352 6.2402363047003737 4.290708076208829 9.9051496535539645 11.57635235134512 3.3853778690099707 8.727525167167185 2.2734612673521033 306.00560180237517 5.496652625501155 7.4943086653947857 4.4845313653349868 3.9946095794439342 10.599514901638029 14.713778167963026 12.562782950699331 8.6483297422528285 4.055228389799594 11.116258405148981 10.300161186605692 8.6463813260197639
leaf_count=14 18 37 3 3 2 162 75 36 18 772 23 62 43 167 9 35 19 2649 35 40 35 12 45 67 53 29 23 36 51 60
internal_value=-0.000180638 0.000207503 -0.03447 0.004145 -0.0604969 -0.0238485 -0.094246 -0.00019455 -0.0416186 0.000103576 -0.000443627 0.00134867 0.000445973 -0.0345478 0.00173005 0.0145025 -0.00321827 -0.00446718 0.00822034 -0.00877436 0.00350663 0.0317655 -0.0535119 0.0224332 0.00839533 0.0371699 -0.0429787 0.0699406 0.0571519 0.0410598
internal_weight=567.553 561.201 6.35255 3.8594 2.50965 2.1288 2.49315 557.943 3.98679 553.956 549.201 454.517 448.277 15.8671 432.41 120.745 311.664 308.279 112.018 51.0162 45.5195 30.4355 15.084 61.0015 46.2877 29.6697 16.618 19.7646 22.9412 18.9465
internal_count=4633 4374 259 170 167 164 89 4356 55 4301 4265 3493 3470 229 3241 564 2677 2668 529 278 243 163 80 251 184 108 76 65 123 111
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 1 1 1 2 2 1 2 0 0 0 0 2 0 1 2 0 2 0 1 2 0 0 1 0 1
split_gain=0.709731 3.49861 2.22214 1.86459 1.01282 5.81922 5.28683 2.48114 1.15551 2.56954 1.0377 0.912138 2.84865 4.1547 1.9265 4.89042 1.56418 1.37773 2.16695 1.99079 2.86024 3.51335 1.78737 4.36506 1.76558 2.40229 1.23138 1.49144 1.37403 1.78895
threshold=0.63528038085000016 0.49585341755000006 0.68131193680000013 45.921757303800007 0.61400856260000014 0.45824975300000009 0.48616807880000007 0.50056884525000012 47.309807198350008 45.044778924400006 0.4830394299500001 49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.56065686655000013 48.823707093150006 0.43572048740000008 0.32737043805000005 41.559097512700014 0.39614083410000006 44.952171034750002 0.4413939702500001 0.3298553935500001 41.243661560350013 0.41973294215000007 0.45798030000000006 0.34446573455000007 0.46482141255000003 0.34269932035000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 10 -7 9 -9 11 16 -13 -14 -15 -16 17 18 19 24 21 -21 -19 -24 25 -1 27 -25 -28 -30
right_child=1 2 -4 -5 5 7 -8 8 -10 -11 -12 12 13 14 15 -17 -18 22 -20 20 -22 -23 23 26 -26 -27 28 -29 29 -31
leaf_value=-0.1069444373008594 -0.1341537524924413 -0.10451188596772586 -0.10656129891367952 0.058566443210686506 -0.20686945005557697 0.08088974412455785 -0.11422958544892417 -0.10211463794077549 -0.13764102256080599 0.1575699312225875 0.051318799414943543 -0.13577650875819239 0.08442445776979593 -0.13022834159874974 0.18129855835563841 -0.11132180182827237 0.03659820036834132 0.064935207957158486 -0.11070325983687035 -0.10912617274126375 -0.097922712265716569 0.094264949389118613 -0.11865584964472714 0.069246103330493511 0.11992704177990808 0.044058957410765272 0.050291411829850578 -0.11787302044205361 -0.066393846949559077 0.0014111709905907635
leaf_weight=1.5003630425781036 2.3133516670204681 0.81897986982949067 1.3748785741627214 4.8718534214422107 0.94219240546226402 7.5786804887466115 4.0411920945625743 0.86401333473622821 0.76835614722222079 0.68164002895355225 4.000303126871585 2.0212752446532232 3.2315526008605957 2.230732647003606 0.9136790502816442 1.5233898973092435 11.905333545058964 4.3220019936561576 2.6615161739755413 1.3337237450759842 4.6069327448494732 2.3382588941603899 3.0631946958601466 0.56461863964796011 1.5909963864833114 3.5376576632261276 5.6893420070409766 1.7345123495906589 3.9231217280030242 476.9660138161853
leaf_count=92 44 151 179 40 17 61 197 126 14 1 21 18 11 100 6 46 49 23 173 117 62 14 52 3 9 13 25 84 24 2861
internal_value=-0.000135422 -0.0274142 0.00753288 0.0350975 0.000325955 0.0306 -0.000277348 0.0532168 -0.0374155 0.0124074 0.000575975 0.000197027 -0.0298431 -0.00273698 -0.0630795 -0.0016158 0.000763881 -6.63886e-05 -0.0275863 -0.0127475 -0.045447 0.02039 0.000907914 0.000345395 0.0280907 -0.000911067 0.00109103 -0.0719205 0.00143602 0.000858014
internal_weight=563.914 9.37906 7.06571 5.69083 554.535 10.8349 543.7 9.89269 2.31401 1.54565 539.659 535.658 9.92063 7.89935 4.6678 2.43707 525.738 513.832 17.5694 14.9079 8.27892 3.67198 496.263 491.941 6.62902 5.03802 488.878 2.29913 486.578 480.889
internal_count=4633 414 370 191 4219 219 4000 202 141 127 3803 3782 181 163 152 52 3601 3552 480 307 193 131 3072 3049 114 105 2997 87 2910 2885
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 1 1 1 1 1 2 2 2 1 1 1 0 2 1 0 0 1 0 2 1 1 1 1 2
split_gain=0.637041 1.34811 1.29149 2.61976 1.47146 1.93615 1.06562 0.647404 4.10537 4.16206 3.58362 4.4599 5.61586 3.6145 1.99981 1.29253 5.22214 5.12691 2.11459 3.29143 4.62734 4.02191 8.70674 9.73182 5.96228 4.47781 7.07874 3.53236 2.98992 2.73276
threshold=33.036871954450007 33.361153777850006 0.38045268105000002 0.38512319990000005 0.38772791230000009 0.53017873715000008 0.31753540315000006 0.39563186730000005 0.39431454150000006 0.39170982905000007 0.39814676205000005 45.205561619650005 36.558960102350007 37.232443001650005 0.39394030120000006 0.39019789825000006 0.38906020780000011 0.52324780695000006 38.396531328800009 0.38723391515000005 0.51657136015000005 0.50291907430000016 0.37227927305000003 0.5132031975000001 43.735142172100005 0.36265381275000008 0.37043801085000005 0.37977904855000005 0.37820723930000005 37.140760352250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 -1 8 9 15 11 12 -9 -12 -11 16 18 -17 28 20 21 25 -23 24 -24 -20 -27 -22 29 -3
right_child=1 7 3 4 5 -7 -8 10 -10 14 13 -13 -14 -15 -16 17 -18 -19 19 -21 27 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.033248552030590031 0.065051257093275305 0.012559554883778249 0.12149769142982342 -0.2741342124103483 0.094810462436277679 -0.10596555385651447 -0.1289788605927312 0.067470069271620026 0.071931206310391113 -0.11477362708729662 -0.065693497633379019 0.13441513688336168 -0.11673239734558283 0.0015597949119692846 0.012319063697609047 0.072992996735255958 -0.093879403749742935 -0.038994624970753282 -0.0018082093488199173 0.080138238236092466 -0.15334755914296891 0.08707379301275224 -0.16267728779176638 0.078999638823608984 0.025291101281511665 -0.16690763419440063 0.025957091149730396 -0.018078404628451252 -0.035515395892211282 0.067707336310723981
leaf_weight=0.52593212015926782 3.1870110481977454 23.258811391890049 1.2469281852245333 0.27804927527904544 0.77987804636359248 1.2503652391023932 1.759562932886183 2.0734028071165076 8.2916353521868569 4.5454223214182994 8.363820660626514 1.0759646398946632 8.2039149943739158 179.45317097427323 1.7015347108244894 10.401100322604181 5.7229108847677699 6.7352840527892104 221.82951542804949 4.9271322488784781 3.4717537537217131 15.145371086895468 4.9262350946664792 5.276684358716011 2.5667373910546303 4.1981362011283627 3.481028139591217 4.3485050052404404 7.4288666620850554 14.642294496297835
leaf_count=14 18 170 3 2 4 161 75 12 35 91 222 13 178 1692 16 35 30 37 1458 16 40 58 44 19 15 31 14 24 31 75
internal_value=-0.000145941 0.00019964 -0.0329992 0.00470323 -0.0583886 -0.0288414 -0.0916475 -0.000174738 0.0023979 0.000724848 -0.00473305 -0.0592907 -0.0795704 -0.00143511 -0.0801564 0.00221811 0.000790581 0.0289774 0.00250781 -0.000845594 -0.00234994 -4.78111e-05 0.0357926 -0.0250292 -0.0982882 -0.00440706 -0.0794805 -0.0781303 0.0224944 0.0338647
internal_weight=561.097 555.256 5.84072 3.55522 2.30829 2.03024 2.2855 552.069 352.899 344.607 199.17 11.3533 10.2773 187.817 6.24696 338.36 321.224 17.1364 315.501 270.171 265.244 257.424 27.915 12.7697 7.49297 229.509 7.67916 7.82026 45.33 37.9011
internal_count=4633 4374 259 170 167 165 89 4356 2239 2204 2117 203 190 1914 107 2097 2025 72 1995 1719 1703 1639 136 78 59 1503 45 64 276 245
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 1 1 2 0 0 1 0 0 2 0 0 1 1 1 1 0 0 1 1 2 2 1 1 0 1
split_gain=0.615891 2.68037 2.68074 2.55793 3.39737 2.14625 2.19842 1.10929 1.34123 2.87298 4.03135 2.3241 1.8419 1.76669 1.73515 5.32263 1.55047 4.29468 3.45581 2.76429 1.99099 4.95306 4.82289 8.14346 5.53928 4.42414 4.70251 2.89253 6.51525 2.75561
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.3975479776000001 0.48522499325000007 0.50491003265000012 48.823707093150006 0.63528038085000016 0.61686775845000008 0.47634801355000006 0.66011496660000013 0.66505493850000008 48.109449608500007 0.59751205050000011 0.59930840395000018 0.46280051495000007 0.46097422230000007 0.46551001470000003 0.47289003325000006 0.56748300950000019 0.56065686655000013 0.43837010870000009 0.44844465735000011 40.94178426300001 42.388109226950007 0.4529056016000001 0.43584024430000007 0.55131582885000008 0.42473279245000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 9 10 16 -10 -13 -14 -12 -16 17 20 -18 -20 21 27 -22 24 -24 26 -25 28 -1 -30
right_child=1 2 3 4 5 6 -8 -9 11 -11 14 12 13 -15 15 -17 18 -19 19 -21 22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.00099835408927202761 -0.13126047939680638 0.07564300452811884 -0.12777813861914739 0.1831135741808495 -0.11465791174124701 0.02873116369125573 -0.11516038006261327 0.028515846813900639 -0.12419553389599505 0.062430061555066911 -0.12606143306341691 0.13948710497813621 -0.11610672935799296 0.044059676635236106 0.2046950326639807 -0.11103988677883306 0.10717470307890098 -0.11875614178543635 -0.046347170126946335 0.087755873472690135 0.094327344728793727 -0.05808076086600155 0.016264522225036073 0.040331333278214504 -0.16060767276045473 0.086108424160548591 -0.12537569355864472 0.045100345034325563 -0.033149674323891903 -0.13398196536584744
leaf_weight=420.20817935746163 1.8860056623816515 3.2525274753570548 2.071748678572475 0.87015625461935897 2.0189215745776874 5.7685534935444593 1.301324365660548 13.728377931751309 2.373467603698372 7.328294350532814 3.5823231276590368 0.77919050538912449 1.3540983286220583 1.4014313519001005 0.75544524309225414 1.8208463406190274 4.3329293057322484 3.0519991023465982 5.0644144844263792 2.2069552661851048 7.5331595884636071 14.937054414302109 3.0635661771520999 5.0129856206476715 4.1955848634243011 9.4680542573332769 2.6012077257037163 14.057833143509923 6.2562473118305189 4.7818953283131123
leaf_count=2816 18 11 100 4 56 70 71 62 135 169 71 11 193 12 7 119 11 83 64 35 52 108 39 38 40 27 46 55 54 56
internal_value=-0.000139236 -0.0187849 -0.00490504 -0.0266814 -0.00565036 -0.0237225 0.00224562 0.000453717 -0.00027846 0.00025957 -0.000628666 -0.047656 0.00373826 -0.0346479 -0.081048 -0.018457 0.000348641 -0.000498116 0.0364807 -0.00564515 0.000235295 -0.00143861 0.024405 0.00276548 -0.0859626 0.0404708 -0.0162785 0.000461369 -0.000993779 -0.0768318
internal_weight=557.065 17.1692 15.2832 12.0307 9.95896 9.0888 7.06988 539.896 526.167 520.259 512.931 5.90819 3.53472 2.75553 6.15861 2.57629 506.772 495.168 11.6043 7.27137 492.116 460.241 31.8746 24.3414 7.25915 17.0822 7.61419 445.304 431.246 11.0381
internal_count=4633 330 312 301 201 197 141 4303 4241 3890 3721 351 216 205 197 126 3524 3414 110 99 3331 3089 242 190 79 111 84 2981 2926 110
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 1 1 2 0 0 2 1 1 1 0 2 1 1 0 0 1 2 0 2 2 2 0 1 1 1
split_gain=0.641503 3.3324 2.36224 2.35682 1.01422 0.94507 1.98164 0.890119 2.83002 2.4518 2.06315 2.24737 1.98691 2.06891 2.20987 1.9036 1.56843 1.60207 1.03405 4.66062 4.50986 4.18633 4.36187 4.12587 3.69956 2.95426 7.54485 6.4989 3.17635 2.38843
threshold=0.47396784530000008 0.47500074850000013 0.46735127690000006 0.34422622080000004 39.065416244600009 0.34458549145000011 0.3447052483500001 49.064150740050003 0.55688452445000014 0.55980359870000018 47.927946529500012 0.4985778869000001 0.48522499325000007 0.48616807880000007 0.66718062335000017 52.834037000700008 0.39170982905000007 0.4985778869000001 0.47880302985000006 0.47943175355000006 0.34587287805000005 41.16018805045001 0.47787491390000009 41.685324604100011 40.621691032550004 42.783136484500005 0.47774018740000007 0.34518427590000006 0.34536391125000004 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -4 -5 -7 10 -9 -10 11 18 -11 -14 15 -15 -12 -18 21 20 -20 24 25 -24 -8 28 27 -27 -23 -21
right_child=1 3 4 5 -6 6 7 8 9 12 16 -13 13 14 -16 -17 17 -19 19 29 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0018952867779519621 0.066863954932457434 -0.073028090495285178 -0.019465582732332821 0.038804294322420552 -0.093476037133761888 -0.061405386621838309 -0.02950990877100413 -0.13619529790687307 0.1506956262175505 -0.11119788259102897 0.085508030153919695 -0.071645472953253894 0.077430181722452696 -0.1318083518788514 0.09060311243930852 0.0088900854319037183 -0.016450045821986069 0.065951780248129796 -0.0027078744909989723 0.02544978578705713 0.11903803865965912 0.012780333341425063 0.015193151591685683 -0.14666344129454895 -0.1482581477493212 0.031618973955697287 0.12286861278995449 -0.1334268270264212 0.096184973028070553 -0.0017778495046044921
leaf_weight=44.209926049923524 7.5531508512794963 4.3876901008188716 3.201308846473693 6.3870652243494979 4.3917098306119442 5.1848062872886649 10.641003988683222 1.953533875523134 0.92179660219699044 1.9117598948068897 4.7632745653390876 4.3061446440406135 2.493272066116333 2.1710188672877853 1.1072011156938968 1.7261741943657396 6.0488547682762128 3.8683408014476299 5.6046184003353101 35.516882970929146 6.6562416553497314 12.049424655735498 2.9583934545516959 3.3677204940468073 3.4821270108222953 4.2800816595554334 2.9268212318420401 5.3905757926404476 7.352248476818203 346.82509893877432
leaf_count=717 35 24 17 22 34 25 53 99 4 58 13 531 9 63 42 32 37 27 23 142 26 63 10 37 26 27 6 70 27 2334
internal_value=-0.000150333 0.000943329 -0.0107451 -6.40078e-05 -0.0622723 0.000589488 8.46753e-05 0.000751201 -0.0258188 -0.00494764 0.00145158 0.00025163 -0.0201953 0.00300864 -0.0340694 -0.0694891 0.0383447 0.0156919 0.000944167 0.00269756 0.0633862 -0.0122477 0.00490267 -0.0709716 -0.0587879 0.0199027 -0.0178052 -0.0603801 0.0443865 0.000751406
internal_weight=553.638 501.835 51.8029 494.282 7.59302 489.894 483.507 478.323 12.2848 10.3312 466.038 451.357 9.40943 7.49767 5.00439 3.89719 14.6805 9.9172 447.051 394.603 12.2609 52.4484 38.3253 6.32611 14.1231 31.9992 12.5975 9.67066 19.4017 382.342
internal_count=4633 3865 768 3830 51 3806 3784 3759 307 208 3452 3375 204 146 137 95 77 64 2844 2525 49 319 240 47 79 193 103 97 90 2476
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 1 1 0 1 0 0 2 1 2 0 0 0 0 2 0 1 0 1 1 0 2 2 0 2
split_gain=0.582699 2.52009 0.759242 4.76541 1.38225 3.23989 1.40398 4.02995 2.69619 1.03819 0.722051 2.09435 3.33307 6.16185 3.10082 4.4817 2.0063 2.04871 3.02733 6.75436 3.59397 4.69294 2.63796 3.46866 2.5903 4.12898 4.02718 4.4498 4.3664 5.0773
threshold=0.39587138110000003 0.3733870243500001 0.31100865245000009 0.31118828780000007 0.41160444300000004 0.31753540315000006 0.32467590790000006 0.33400197600000009 0.43572048740000008 0.31060447290000009 0.47550971530000002 0.47396784530000008 42.123054668150012 0.34007963835000005 44.952171034750002 0.4560492201000001 0.47721625100000004 0.47787491390000009 0.47880302985000006 40.518963363600001 0.47943175355000006 0.34587287805000005 0.48077901860000011 0.34491482290000003 0.3584174126500001 0.49688632075000011 41.319407281650008 41.873095646600007 0.48389269780000005 43.157831852650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 -5 -6 -7 -8 -9 -2 11 12 13 -10 -14 -16 -12 -18 19 -19 21 -20 23 -22 26 -26 -24 -28 -29 -30
right_child=2 -3 3 4 5 6 7 8 10 -11 16 -13 14 -15 15 -17 17 18 20 -21 22 -23 24 -25 25 -27 27 28 29 -31
leaf_value=0.054800962986926598 -0.00010062439308811721 -0.12444066079840606 -0.1502094329119586 0.056406812479380321 -0.13172223580558376 0.040151914140752185 -0.10002637412095278 -0.11111959891071924 0.073959185655412582 0.072245801396760803 -0.030783697248864879 0.053270552492220229 0.087527310278274137 -0.093428490454151983 0.15823452245788333 -0.1507088095451975 0.033565494262982221 0.025946843568008422 -0.0092024389825278181 -0.099216027789850336 0.03915342837678859 0.11650077126800001 0.044629114187558362 -0.058309917100356545 -0.083745470499534042 -0.00099230618745492125 -0.049173841101971816 0.046632255175805042 -0.052461224409478084 0.039893267111722974
leaf_weight=1.4386005327105515 4.6988290851004404 1.7249188147252423 2.113528996706008 4.346523431595414 1.8668465092778195 8.6727696005254966 4.0301639586687079 2.1605064580216995 3.1974935196340137 3.4325656406581402 20.375156672671437 9.9457126148045045 5.3416722044348708 7.0439068851992488 0.68372917175293002 1.4989923760294912 18.853269539773464 8.053397975862028 5.7460767701268178 9.27953336201608 4.7846729457378414 6.1473366171121597 32.751242414116859 15.41915340721607 6.1531748306006184 299.70729255746119 13.637624368071554 23.248861826956272 14.25096843019128 10.22295308485627
leaf_count=18 52 170 22 35 50 33 62 142 18 16 158 52 18 71 1 65 74 29 24 72 17 26 148 75 52 2836 67 118 73 39
internal_value=-0.000136783 -0.0429311 0.000110413 -0.000346682 0.000242689 -0.000215257 0.000246905 -0.00041542 0.000358825 0.0304395 0.000825279 0.016528 -0.00404131 -0.041168 0.0464915 -0.0539335 -6.52639e-05 0.00127138 -8.34144e-05 -0.0410616 0.00156047 0.0557697 2.60368e-05 -0.0352286 0.00180686 -0.0026571 0.0163146 0.00120169 0.0155974 -0.013884
internal_weight=550.827 3.16352 547.664 539.533 537.419 533.073 531.206 522.533 518.503 8.13139 516.342 27.7115 17.7658 10.2414 7.52439 2.18272 488.631 468.256 449.402 17.3329 432.069 11.8934 420.176 20.2038 399.972 305.86 94.1117 61.3604 47.7228 24.4739
internal_count=4633 188 4445 4377 4355 4320 4270 4237 4175 68 4033 225 173 89 84 66 3808 3650 3576 101 3475 50 3425 92 3333 2888 445 297 230 112
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 2 2 2 0 2 0 0 0 2 1 1 2 2 2 2 0 0 2 2 1 0 0 0 1
split_gain=0.674624 6.61457 1.87833 5.41374 3.59325 7.3729 3.26802 2.72787 3.48839 2.64966 1.86802 1.94689 1.63252 5.26069 5.30632 6.7642 4.02469 6.88139 3.12325 3.38548 5.08198 5.43584 6.73953 3.09827 5.91336 5.25121 3.47664 4.28642 3.86096 4.26141
threshold=42.686561923500008 42.684965421050009 43.182896969600009 0.3459626957000001 0.50386215985000016 0.51809826055000008 43.067541470150012 42.982930821650008 42.783136484500005 0.48389269780000005 42.844429421150004 0.55234873210000013 0.48588365620000007 0.48368312325000012 42.206017975500011 0.34479506600000004 0.3584174126500001 41.529896397300007 41.976795488650005 42.081757894750005 42.283941020600004 0.5261668812000001 0.56579144335000009 41.600558339100012 41.772405911750006 0.42039160505000012 0.57927906350000014 0.62143349005000015 0.56685428580000019 0.43967246490000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 6 9 -6 7 8 -2 -5 -7 -12 13 14 -1 -16 17 -14 23 -20 -21 -22 -23 26 -25 -26 28 -28 -18 -30
right_child=2 -3 -4 4 5 10 -8 -9 -10 -11 11 -13 16 -15 15 -17 18 -19 19 20 21 22 -24 24 25 -27 27 -29 29 -31
leaf_value=0.0030629814835064907 0.050037450487290427 0.1041191216092682 -1.3876847261202339e-05 -0.05539152664604035 0.093578821175944418 -0.17812120769227874 -0.08251594820156094 0.087619944461956908 -0.06536004306395303 -0.2176491644803786 -0.0050813723205305949 -0.13006448146336855 0.076294259097438102 -0.09278909128772686 0.061777174611499591 -0.10944673084843477 -0.0030174200996154091 -0.021018529026313692 0.087283379812778297 -0.10493763330932271 0.12173777392523383 -0.071578576004531852 0.061996673683012107 -0.16242567832340324 -0.10995606691127219 0.062280817976704518 -0.10880962416756959 0.029516626747003234 0.10198798364606772 0.0035080376455937454
leaf_weight=110.61050899431575 5.8411623979918676 6.2551527619361869 124.27479520230554 1.695662973448633 2.8827709741890413 1.9998436162713913 3.2912003283854565 5.0469306781887999 4.7496612085960805 2.4759806841611862 2.6537915747612715 2.3500426998361945 18.977352339774374 7.0314239636063567 3.0840458539314559 9.1596684418618661 153.27045057807118 11.775789767503737 7.7175254863686886 3.2594739710912135 4.8609744012355831 7.0245915204286566 8.1709513026289624 3.5339285873342288 2.9124744571745396 4.513112046988681 6.2570830325130355 3.4895344147225842 7.7362941764295128 10.17051365599036
leaf_count=802 24 56 1365 22 12 23 55 24 43 18 20 44 95 38 29 86 827 54 31 49 14 56 61 54 29 45 262 276 38 81
internal_value=-0.00011577 0.00211468 -0.00564448 -0.0268571 -0.0738657 -0.0410249 0.00805507 0.0271171 -0.0017148 -0.151696 -0.0964288 -0.0637795 0.000451162 -0.00866619 -0.00385151 -0.0663175 0.00511948 0.0390319 0.000440998 0.029874 0.0108717 0.0296924 0.000247543 -0.00431924 -0.0559482 -0.00527419 -0.0011918 -0.0592853 0.00211597 0.0460544
internal_weight=547.073 389.811 157.262 32.987 14.0581 9.88645 18.929 15.6378 10.5908 4.17164 7.00368 5.00383 383.556 129.886 122.854 12.2437 253.67 30.7531 222.917 31.0335 23.316 20.0565 15.1955 191.883 10.9595 7.42559 180.924 9.74662 171.177 17.9068
internal_count=4633 2983 1650 285 139 99 146 91 67 40 87 64 2927 955 917 115 1972 149 1823 211 180 131 117 1612 128 74 1484 538 946 119
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 1 1 0 0 2 1 2 2 0 2 0 1 1 2 2 0 0 1 1 0 1 2 2 0
split_gain=0.568111 1.30928 3.44409 0.537289 2.14769 2.22896 4.76754 2.71656 2.21562 2.49704 3.52638 2.02261 3.91211 5.4989 8.11109 1.53764 3.26011 1.31967 6.25763 6.5318 3.33903 1.82984 7.10064 7.57892 7.11006 5.33582 3.30947 5.13181 3.59559 3.10357
threshold=0.66977036620000019 0.57854555250000017 0.58454836680000011 0.34515433670000012 0.34518427590000006 0.47604862130000009 0.35696536035000009 0.3584174126500001 0.46482141255000003 0.45995628875000011 50.189067467950004 0.34503457980000002 42.686561923500008 40.621691032550004 0.47905751325000007 37.995872310650007 0.41973294215000007 0.34545372890000009 0.34542378970000004 42.154118731400011 42.759119507950011 0.47943175355000006 0.48265022005000008 0.34584293880000011 0.34569324270000007 0.48271009850000007 0.35331277505000008 42.055256506450007 41.243661560350013 0.48458129995000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 11 -5 6 -6 -8 9 10 -9 15 13 -13 -15 16 -1 18 19 -7 -21 26 23 24 -23 -24 27 28 -19 -27
right_child=1 2 -4 4 5 17 7 8 -10 -11 -12 12 -14 14 -16 -17 -18 21 -20 20 -22 22 25 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.10541327415737539 -0.11738963878922284 0.17035292069066874 -0.11799836024080688 0.06117435032291673 -0.12033483851003242 0.039749239845933954 0.10311572198269317 -0.11567408182012731 -0.13989968866054231 0.096772817851910164 0.14971255924928789 0.074623228878190159 0.049192419572366947 -0.062194805023513725 -0.35742916433382427 -0.0070761047769426367 0.057002559440956863 -0.012739582223508404 0.119683424229842 -0.15315643755516603 -0.024890786676855275 -0.097065210024693427 0.094597119426157131 -0.16242402437601974 0.054430829513349023 -0.05258829406539256 0.10432303261049147 -0.04733997972621494 0.1000341323837049 0.001868047465250283
leaf_weight=1.4378064714837808 1.3325133960461237 0.77179791266098596 0.89405571378301829 5.9704135339707127 4.7084487115498623 16.292648725211627 2.1309485810343158 2.1573945945128803 1.3725853264331815 1.8004155643284319 0.65201222896575917 1.362077904632313 2.5284212455153465 2.9292357675731182 1.363823130726814 76.431475833524019 8.7999387038871628 4.8237113133072906 5.403038937598466 2.9393925666809064 6.5567906722426414 6.095326133072378 6.0892989933490744 5.3558438140898934 6.2997323274612427 10.802775666117666 4.4962470456957808 8.945791317149995 6.8306116610765457 335.31193382642232
leaf_count=124 115 7 101 23 79 58 14 98 18 6 1 9 11 69 12 584 49 19 23 24 45 31 58 36 20 56 13 75 31 2824
internal_value=-9.62765e-05 -0.0435045 0.0155962 0.000144799 0.0016012 0.000791119 -0.0402899 0.00616281 -0.0283721 0.00483556 -0.0540827 -0.0066884 -0.0542101 -0.100442 -0.155985 -0.00220127 0.0341926 0.00202688 0.0218289 0.00132731 -0.0645934 0.000463377 -0.00130922 -0.06302 -0.020068 0.00180097 0.0265939 0.00962852 0.0533572 0.000168381
internal_weight=542.887 2.99837 1.66585 539.888 445.035 439.065 12.8218 8.11336 5.98241 4.60982 2.80941 94.8528 8.18356 5.65514 4.29306 86.6692 10.2377 426.243 31.1919 25.7888 9.49618 395.051 369.955 17.7509 12.3951 352.204 25.0964 20.6001 11.6543 346.115
internal_count=4633 223 108 4410 3552 3529 216 137 123 105 99 858 101 90 81 757 173 3313 150 127 69 3163 3025 87 51 2938 138 125 50 2880
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 0 2 0 2 0 0 0 0 1 1 1 2 2 1 1 1 2 2 1 0 2 2 0
split_gain=0.520915 3.26869 2.16307 1.75847 3.06252 3.38662 4.71563 4.86037 1.45844 6.15345 1.657 2.57132 3.09776 3.26652 1.68177 2.71117 1.42829 1.36492 5.01014 5.30765 3.22551 3.01529 2.57148 2.48782 1.92774 2.0303 1.52574 6.50367 7.39671 4.55793
threshold=42.720329370750001 42.684965421050009 42.686561923500008 43.157831852650006 0.55234873210000013 0.47943175355000006 0.48149755995000004 0.50386215985000016 42.580420142950011 0.49588335680000006 42.477827694800006 0.58887458460000019 0.62143349005000015 0.63528038085000016 0.63378341965000018 0.49146732130000009 0.34479506600000004 0.45932756505000005 41.559097512700014 40.636252116050009 0.4529056016000001 0.46551001470000003 0.46636328255000009 38.804629908750009 42.371983470600007 0.34626208795000007 0.56579144335000009 40.94178426300001 40.00488309970001 0.56065686655000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 16 -7 -8 10 -10 11 17 -13 14 15 -14 -2 20 19 21 24 -19 -23 -22 26 -26 29 28 -28 -1
right_child=3 2 -4 -5 -6 6 7 -9 9 -11 -12 12 13 -15 -16 -17 -18 18 -20 -21 23 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0031113768305000449 -0.020966276098476348 0.10337678610845887 0.0010691430055386143 -0.00011240233733054556 -0.13720446920777701 0.072721353674428987 -0.092809552957346789 0.038756633157048373 -0.15714724267900884 0.025565372264215947 0.037883494199053312 -0.11338812970602788 -0.12472812445281037 -0.10860798752211398 0.20133120156169473 0.12668429908829948 -0.12018794029332819 0.10328013103976122 0.16244644088168128 -0.15661987988209436 0.014477872211308203 0.06565584888395512 -0.13097661239847633 -0.12781452654340172 -0.090563458103263009 0.0031351441087982927 -0.011945378483128391 -0.092157930613093575 0.13396266499967144 -0.079468374964582686
leaf_weight=301.85396596556529 2.3600157704204383 5.201774597167967 3.4288139082491398 125.86882561910897 2.3610391542315474 6.4259639754891422 6.3290906548500043 5.046989293769002 2.9247204344719639 4.9847830361686647 12.044309689430518 4.3283425208646786 0.72496110014617476 1.5010895603336392 0.76562464958988119 1.0504040461964903 3.7656687563285232 3.4805987421423179 2.4423279676120728 1.7229960337281225 1.9171709120273579 1.2614740440621974 1.4067534864880142 3.4217636603862047 4.5933780353516322 4.6573318317532539 6.8441184228286165 3.4007018208503714 7.0567524433135986 6.8351022712886325
leaf_count=1832 36 56 18 1382 47 22 40 33 34 38 68 224 15 258 9 43 72 14 9 22 22 10 53 40 42 31 78 22 19 44
internal_value=-6.66914e-05 0.00187867 0.0627314 -0.0050254 -0.0285485 -0.017827 0.00424159 -0.0344403 0.000493726 -0.0419968 0.00139885 0.000175702 -0.0545997 0.00835225 0.0774465 0.0240213 -0.0819612 0.00148234 0.0373216 -0.00149996 0.000396986 0.041967 -0.0380135 -0.0767184 0.0016251 -0.0433903 0.00290251 0.0317997 0.0621246 0.00128287
internal_weight=540.007 387.849 8.63059 152.158 26.2888 23.9277 17.802 11.3761 379.219 7.9095 371.309 359.265 8.37042 4.04208 2.54099 1.77537 6.12568 350.894 10.3142 7.87182 340.58 6.14883 2.66823 5.33893 335.241 9.25071 325.991 17.3016 13.9009 308.689
internal_count=4633 3001 74 1632 250 203 95 73 2927 72 2855 2787 549 325 67 58 108 2238 108 99 2130 77 63 62 2068 73 1995 119 97 1876
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=2 0 0 2 1 1 0 2 0 2 2 2 1 2 0 2 0 1 0 2 0 0 2 1 0 2 2 2 2 0
split_gain=0.50828 2.30016 1.92662 2.98923 1.62527 1.17753 3.48635 1.17012 2.14117 0.787782 1.23515 1.71779 1.7006 1.09327 1.00797 1.00345 3.58578 1.44469 2.5826 1.07521 0.972158 1.71669 0.84488 3.84123 3.96723 3.13539 2.67193 1.30435 2.44148 1.82352
threshold=49.247968080500009 0.39672464895000009 0.3972336157500001 49.960114208400007 0.50491003265000012 0.4995808509000001 0.58035687555000015 50.427417695700008 0.57927906350000014 48.823707093150006 48.393869453650005 47.927946529500012 0.4985778869000001 48.914776625700007 0.4995209724000001 45.700098835450007 0.58984760935000013 0.37447980600000008 0.54413041525000005 45.321989007550009 0.53203496900000014 0.51484985480000012 44.202975721700007 0.3584174126500001 0.5541600551000001 43.968221017800005 44.749265482150008 43.521589032450009 43.477771593600004 0.55788748840000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 5 6 7 -5 -9 10 11 12 15 -11 -15 19 17 -17 20 22 21 -19 25 26 -25 27 -24 28 -1 -29
right_child=1 2 3 4 -6 -7 -8 8 -10 13 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.00055928649501460991 -0.12706383908817528 0.08479817873515319 -0.12230887014684289 0.088491916319922551 -0.11566201353402897 0.084035890049136752 -0.12851144455361996 -0.11417479422716484 0.068690372471070432 0.060634762194079678 -0.04690194734975528 0.049286093819988247 -0.065999004253103996 -0.036122869679092846 0.033708496838367179 -0.12615966155982622 0.049090049620227276 0.042051886911800888 -0.13332891048951001 0.058865789028970134 0.045363296237778454 -0.11077740811950021 -0.029029675533542562 -0.12761437938843606 0.032462651928701167 0.0566165063183535 0.07934115230222348 -0.013917176213324254 0.085533217231601691 -0.10842258685286142
leaf_weight=425.61064299626742 1.7151474505662907 2.0661509633064261 2.2993652941659084 2.4540238082408887 1.0121143287979055 2.0735383741557598 1.648871407844126 1.0973625942133369 1.5373503863811491 5.1344938352704039 5.5926781073212615 7.073265364393591 3.9141409536823621 3.7883747816085798 4.549125901889056 2.440107921138404 4.4059576839208594 1.3711187336593869 2.0407135933637619 3.1852972488850346 2.4453753978013992 1.5841812193393705 4.9193995501846093 4.8736725309863678 2.2689976189285517 10.046472124755381 4.2325358176603913 15.670226080343129 3.408358226530253 2.3476039785891762
leaf_count=2942 18 6 54 11 58 7 61 99 16 16 33 36 531 17 29 97 18 11 26 28 13 33 36 115 15 47 31 142 16 71
internal_value=-7.07495e-05 -0.0176811 -0.00445888 -0.0196716 0.00435303 0.0181389 -0.00214135 0.0388056 -0.00747329 0.000466921 -0.000166733 0.000354102 -0.00034544 0.0243339 0.00197868 0.000178094 -0.0259349 -0.059387 -0.0374915 0.000960967 -0.00127819 -0.0398719 0.000571333 -0.021804 -0.076763 0.00136899 0.0210891 0.000127389 0.00123437 -0.0262306
internal_weight=536.807 15.9039 14.1888 12.1226 9.82326 8.81115 6.73761 5.08874 2.63471 520.903 507.431 501.838 494.765 13.472 8.3375 490.851 14.2875 9.8815 7.44139 476.563 5.40068 2.9553 473.378 16.2946 7.14267 457.083 9.15194 447.037 429.019 18.0178
internal_count=4633 330 312 306 252 194 187 126 115 4303 4241 4208 4172 62 46 3641 198 180 83 3443 57 44 3415 197 130 3218 67 3171 2958 213
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 2 1 2 2 2 2 2 1 2 2 0 1 1 0 0 0 1 2 2 1 2 2 0 2 2
split_gain=0.486622 1.20259 2.21021 1.13599 1.90116 1.04808 0.972618 0.574389 1.61965 1.51544 0.717044 5.11192 5.35182 3.91583 2.89851 2.80008 2.51311 1.51377 3.46762 2.76854 2.3841 1.31872 1.14514 4.50208 2.54681 2.07698 2.42997 5.90132 2.23363 2.70675
threshold=33.036871954450007 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.40206880030000008 33.361153777850006 0.31753540315000006 34.214889417600013 33.96174662340001 34.515670600900002 37.041406607950009 36.558960102350007 0.3975479776000001 36.257608591500009 37.765550062200006 0.51657136015000005 0.45218706025000005 0.38772791230000009 0.5195503128500002 0.50035927070000008 0.49820364660000011 0.34422622080000004 40.300545846000013 40.467253020850002 0.40115565405000009 40.722669576350008 40.890797847750008 0.56859076075000015 41.087689990200012 41.257948413050009
decision_type=2 2 2 2 2 2 2 2 2 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 -1 8 -7 -9 11 12 13 17 15 -12 -17 18 19 20 21 -11 -16 24 -24 -25 27 -27 -28 -30
right_child=5 2 3 4 -6 7 -8 9 -10 10 14 -13 -14 -15 22 16 -18 -19 -20 -21 -22 -23 23 25 -26 26 28 -29 29 -31
leaf_value=0.03406985658587932 0.058529455165833702 0.11905369523488374 -0.20561716930520466 0.11477606622180299 -0.10348764371764588 -0.10043137326629413 -0.12811619668135132 0.059345749011130357 0.031276370587152977 0.029102613460187429 0.086769675306528654 -0.082920608663575812 -0.11633699255028351 0.12727644884269992 -0.0095746797466196784 -0.022035274477459961 0.096990938943442975 -0.045389790069914782 0.11400553348319996 -0.083495867031766313 0.083750726960248378 -0.095457145142390676 0.088321046951488999 -0.034508587250667425 -0.0047229071623445563 -0.0044834681889800703 -0.045250218260866178 0.1270079653258579 0.04032083827945273 -0.0011436284291233151
leaf_weight=0.4832818098366255 3.0648022182285777 1.1495154201984408 0.3983726724982265 0.65741539001464833 1.0155574157834051 2.0051720632472998 1.5740628951461983 4.2907733572646967 1.7472716383636 1.7512730322778316 7.5040770750492838 8.2028524208581057 3.0004597868537521 3.2542453631758681 114.09738533583004 7.5894223041832429 2.3149719208013266 4.094361573457717 3.2532267570495597 3.0970172584056854 3.8194832988083363 1.6514787897467611 9.1916919569484872 16.870745707536116 4.3265923033468416 9.9593963511288148 10.736071357270701 5.1927188192494205 16.676374541828409 281.37408023676835
leaf_count=14 18 3 3 2 162 37 75 36 18 23 38 92 112 14 747 54 37 22 7 16 13 38 40 169 31 43 85 28 100 2556
internal_value=-8.07759e-05 -0.030294 0.00785495 -0.053856 -0.0177182 0.000220645 -0.0900178 -0.000119097 -0.0391035 0.000161012 -0.000329275 -0.0147987 0.00856071 0.0264733 0.000627477 0.0406941 0.00578494 0.00790527 0.0239826 -0.00439784 0.0295207 -0.0313508 -0.000861554 0.00194417 0.0585419 -0.000300793 0.00148075 0.0405794 -0.000437816 0.00117637
internal_weight=534.344 5.27821 3.22086 2.07135 1.67297 529.066 2.05734 526.001 3.75244 522.249 517.958 32.1244 23.9215 20.9211 485.834 17.4085 9.90439 17.6668 13.5725 10.3193 7.22224 3.40275 468.425 354.328 13.5183 340.809 323.939 15.1521 308.787 298.05
internal_count=4633 259 170 167 164 4374 89 4356 55 4301 4265 337 245 133 3928 129 91 119 97 90 74 61 3799 3052 71 2981 2812 71 2741 2656
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 0 0 1 1 0 0 1 1 2 2 0 2 2 2 0 1 1 1 2 2 1 0 0 1 1
split_gain=0.513651 1.33481 1.13491 2.23958 2.19357 1.6254 1.18615 2.9812 1.2593 1.59656 1.00352 3.8569 2.30555 1.23194 2.77104 0.914759 5.45761 2.04885 4.73711 1.87438 1.67694 7.12027 2.36445 2.12737 1.89762 1.87148 1.96654 2.82171 5.19254 4.8059
threshold=0.63013083440000017 0.47634801355000006 0.63378341965000018 0.63528038085000016 0.49585341755000006 0.68131193680000013 0.66011496660000013 0.51869704500000013 0.50634711535000021 0.67668632675000018 0.61400856260000014 0.48616807880000007 0.48522499325000007 45.044778924400006 37.500638522700008 0.58388970390000006 41.772405911750006 46.645430295100006 42.686561923500008 0.58035687555000015 0.46280051495000007 0.45420795785000007 0.46551001470000003 42.477827694800006 39.198779702000003 0.44618424600000006 0.5485614203000001 0.54284302865000023 0.41917906650000009 0.40206880030000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 -4 -5 6 7 -6 -8 -10 11 15 -12 14 -14 19 -17 18 -18 20 21 25 -22 24 -24 26 27 -1 29 -29
right_child=1 2 3 4 5 -7 8 -9 9 -11 12 -13 13 -15 -16 16 17 -19 -20 -21 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00068123403600567009 -0.11816041057846863 -0.13212437655008316 0.16207896860092397 -0.13731526614966971 -0.14070552164706771 -0.10609734254423911 0.13368392831036541 0.097493707592095205 -0.13982191551970197 0.078748230594532842 -0.051606615794566213 -0.11131595611670048 0.12539619603448507 0.10411305794329589 -0.11038378444882187 -0.10747310585604702 0.10806536029306738 0.1010249793746379 -0.06260013207212406 -0.068652455348105781 0.1006102225586705 -0.11963378293215308 0.021402330943939604 0.079699032786150092 -0.1365884307490691 0.031304796767277203 -0.021409702523976632 0.057157289921062088 0.057494400380214507 -0.10302559063854809
leaf_weight=390.27900698711164 1.2712689023464907 0.68678116775117715 0.78722364036366155 1.2296422442886976 1.0930061698891225 1.0263092946261165 1.5752214416861536 1.0118220434524117 0.50194297905545648 1.0000227165874094 2.1728738085366777 3.1029931419761843 0.98755092220380891 3.653450682759285 1.0064632738940416 2.5391003717668346 3.0458088833838683 5.2049344633705914 3.4898924045264721 3.9690272696316233 3.9847460240125638 4.9611092731356612 1.5765697434544566 1.9168708994984625 1.4682114198803899 19.283814643975347 40.952194888843223 3.1484899367205825 21.074877563863993 4.6235385090112686
leaf_count=2820 32 31 11 19 41 179 5 71 63 11 34 197 19 19 98 105 13 27 28 75 9 112 26 9 15 101 343 13 69 38
internal_value=-5.7632e-05 -0.0223009 -0.00862682 0.00168489 -0.015291 0.00887756 0.0316486 -0.0261996 0.0712174 0.00570412 0.000375926 -0.000164346 0.0359288 0.0696082 0.00638807 0.000509927 0.0254642 0.054214 0.0169345 -0.000206712 0.000344028 -0.000448424 0.0432443 -0.00282681 -0.0547817 0.000785073 -0.000494137 0.00154949 0.0317297 -0.0381347
internal_weight=532.625 10.1832 8.91197 8.22519 7.43797 6.20832 5.18202 2.10483 3.07719 1.50197 522.442 514.621 7.82034 5.64746 1.99401 511.518 14.2797 11.7406 6.5357 497.238 493.269 484.323 8.9464 4.96165 3.04478 479.362 460.078 419.126 28.8469 7.77203
internal_count=4633 463 431 400 389 370 191 112 79 74 4170 4000 170 136 117 3803 173 68 41 3630 3555 3496 59 50 41 3384 3283 2940 120 51
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 0 2 1 1 1 0 1 0 1 1 1 2 0 0 1 1 2 2 1 0 0 2 2 1 0
split_gain=0.481267 2.12067 0.585304 3.82666 1.23658 1.88452 2.4786 0.753183 0.716719 3.67833 1.18889 1.26341 1.22237 1.66568 0.779704 1.6264 0.730306 2.49037 2.87517 1.80012 1.53375 1.1586 1.88762 2.18305 3.14573 1.8163 1.43775 2.13965 3.2504 4.09427
threshold=0.39587138110000003 0.3733870243500001 0.31100865245000009 0.31118828780000007 0.41160444300000004 0.42615490555000007 35.771221912400001 0.31060447290000009 0.32467590790000006 0.33400197600000009 0.45350438610000005 0.34446573455000007 0.46482141255000003 0.34269932035000011 0.34458549145000011 0.3447052483500001 49.064150740050003 0.55688452445000014 0.55877069550000014 0.48522499325000007 0.50491003265000012 47.74983977685001 46.095286511800005 0.45824975300000009 0.57670429030000014 0.5116313883000001 45.044778924400006 44.578137159850009 0.4417083321000001 0.47673722340000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 6 -6 -2 -7 -10 11 -11 -12 -14 -15 -16 21 -18 -19 -20 -21 22 26 24 25 -24 27 -17 29 -29
right_child=2 -3 3 4 5 8 -8 -9 9 10 12 -13 13 14 15 16 17 18 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.04589903231339567 0.00026785065149378918 -0.1227372862963978 -0.14084021246668338 0.053646206069725512 0.082338809458063281 0.030077511469162384 -0.12423034390446826 0.062356182095277983 -0.098026661046458047 0.024831833542871853 0.045867762348951888 -0.11726467572353322 -0.063992403642706558 0.022423450574059964 -0.055496302534708802 0.0013276569307757394 -0.13583345292269747 0.17646147944085622 -0.11234707998418431 0.023234212275283564 -0.11124926468488594 0.027346873590755962 0.020075305662861708 -0.14695705798601852 0.09082532124561836 -0.11657411846822488 0.039620371000721299 0.094801658350036372 0.082804619381927 -0.13653487553964902
leaf_weight=1.4621287360787385 4.5262867654673746 1.5219165463931856 1.9287742190062989 4.3052350701764217 0.75739812292158548 7.9632758721709243 2.4921398162841797 3.4377176389098167 3.8112679850310078 0.98374175466597025 5.9854683114681384 1.7192887670826165 3.9843273796141139 16.310244262218475 5.1882471516728392 412.07292699051322 1.7046059009153385 0.80385393556207319 1.7295544021762888 5.4896985488012433 1.0029782056808469 16.599631169810891 1.5238358639180649 1.7442373272497205 1.7986274473369119 2.6892879605293274 9.5794229186139983 0.93975300714373489 1.3179260541219262 4.1152113191783428
leaf_count=18 52 170 22 35 17 32 146 16 62 11 89 53 25 63 25 3107 99 3 59 73 73 92 10 43 8 51 68 4 7 100
internal_value=-6.21639e-05 -0.0401085 0.000164805 -0.000248399 0.000276502 -0.000171997 -0.0760835 0.0270687 0.000312579 -0.000160438 0.000589626 -0.06555 0.0009511 0.000400854 0.000930277 0.000181699 0.00080546 -0.0249784 -0.00404305 -0.0216902 0.00245942 0.00141707 0.000429356 -0.0484628 -0.0198859 -0.0671497 0.0013153 0.000438389 -0.0570619 -0.0935278
internal_weight=529.489 2.98405 526.505 518.541 516.612 512.307 3.24954 7.964 509.057 501.094 497.283 2.70303 494.58 488.594 484.61 468.3 463.112 10.7307 9.02609 8.22223 6.49268 452.381 435.781 7.75599 6.01175 4.21312 428.025 418.446 6.37289 5.05496
internal_count=4633 188 4445 4377 4355 4320 163 68 4157 4125 4063 64 3999 3910 3885 3822 3797 307 208 205 146 3490 3398 112 69 61 3286 3218 111 104
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 1 1 1 0 0 2 2 2 2 1 2 2 1 1 0 2 1 0 1 2 2 2 2 2 2
split_gain=0.43787 2.6049 1.8012 4.67789 2.1291 1.50076 3.77302 1.80947 1.29952 3.53956 1.27782 1.04599 1.08886 1.44654 2.25428 1.05507 1.03708 1.88396 1.57234 1.30911 3.37365 1.98361 1.59226 1.63121 4.59026 1.30723 2.58049 1.18273 2.86251 1.73975
threshold=48.96897326980001 0.39614083410000006 0.31100865245000009 0.36042334060000009 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.4529056016000001 0.61797550970000004 0.66718062335000017 48.823707093150006 48.393869453650005 47.927946529500012 45.700098835450007 0.37447980600000008 47.74983977685001 44.952171034750002 0.47941678395000004 0.4172030777500001 0.43572048740000008 41.559097512700014 0.32737043805000005 0.4413939702500001 0.33894194785000004 37.572218886150004 37.345948426100009 37.232443001650005 44.578137159850009 44.749265482150008 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 -4 -5 -6 -7 -8 -9 -10 11 12 13 16 -15 -16 17 19 -18 20 21 -1 -21 24 -24 26 -19 29 -29 -25
right_child=1 2 3 4 5 6 7 8 9 -11 -12 -13 -14 14 15 -17 18 25 -20 22 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=0.027175407424309322 -0.13761542643455743 0.062132519228190186 -0.16679958670107797 0.12907569468605434 -0.11695624541411709 0.14333503220530239 -0.12617597379926529 0.026744110229179292 -0.15229576208656992 0.088383208390040421 0.040546494650224571 -0.043616968804025033 0.040411304494822796 -0.12443869780736568 -0.02867907064590184 0.047473652263601278 -0.0022977525348811118 -0.10420846881872506 0.082946488129387305 0.066930073924112141 -0.11963101207860175 -0.11475502753087018 0.057641959509304175 0.0011937113991420103 -0.14251004554104527 -0.075158260923853609 0.14490949344724863 -0.14670551046393215 0.0078859933920842149 0.036860261638504192
leaf_weight=5.9933988652192038 1.5855718031525636 3.3594276607036617 1.8698428198695172 1.2041297480463971 1.1910924554103974 1.5905290208756913 1.4481253250269199 4.8214077856391668 1.6111717624589803 0.98437281814403821 7.8414666568860403 5.4722797013819209 6.6908418051898471 2.2096357690170398 9.8123348292428982 2.2334376573562613 4.9806723715737444 0.79440976015757658 3.8259232474956661 3.7111689411103717 3.1992795541882515 1.1782962916186077 1.9916292540729035 419.17202151403762 2.6980765052139759 5.3842228841967881 0.87247640499845147 1.8222848810255516 3.4950605435296893 14.137433278374372
leaf_count=114 16 12 18 3 39 12 95 95 27 43 32 33 36 97 126 12 59 179 19 22 169 143 9 2591 49 404 8 28 71 72
internal_value=-7.57094e-05 -0.0147164 -0.00393856 -0.0190167 0.0024862 -0.0106016 0.00151417 -0.0239306 -0.00396771 -0.0610171 0.000491602 -0.000136985 0.000344467 -0.000205429 -0.0315911 -0.0145594 0.000739967 9.53635e-05 0.0347356 0.00088613 -0.0342374 0.0038565 0.00170099 0.00115493 -0.0575093 -0.0512009 0.0261841 0.00178216 -0.0450934 0.00235739
internal_weight=527.182 19.6657 18.0801 14.7207 12.8508 11.6467 10.4556 8.86508 7.41695 2.59554 507.516 499.675 494.203 487.512 14.2554 12.0458 473.256 464.45 8.8066 457.399 10.371 7.1717 447.028 443.317 4.68971 7.05111 1.66689 438.627 5.31735 433.309
internal_count=4633 360 344 332 314 311 272 260 165 70 4273 4241 4208 4172 235 138 3937 3859 78 3268 426 257 2842 2820 58 591 187 2762 99 2663
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 2 0 1 1 1 2 2 1 1 0 2 1 0 0 2 0 2 1 2 2 0 0 1 2 1
split_gain=0.428416 0.944088 2.65833 0.407288 3.95534 2.21501 4.87999 3.26164 3.1937 4.12028 2.36192 4.35292 3.05239 2.10413 2.07755 3.09436 2.99205 2.79463 2.63221 3.71543 3.53487 3.92213 3.107 2.67925 6.34488 2.56433 2.4487 3.84121 1.8725 2.78349
threshold=0.66977036620000019 0.57854555250000017 0.58454836680000011 40.300545846000013 40.467253020850002 39.427119987250002 0.56915960600000015 0.49146732130000009 0.43540612555000008 0.4289991317500001 39.788107623550012 40.003678352300007 0.34569324270000007 0.40115565405000009 0.4560492201000001 35.771221912400001 0.3459626957000001 0.49194634890000005 0.49877249185000011 39.065416244600009 0.5380527529500001 36.558960102350007 0.38772791230000009 38.751720283100006 38.324118171300007 0.48032993025000009 0.52769378160000013 0.37820723930000005 39.656620114300004 0.34527409360000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 13 6 8 -8 9 14 28 -12 -13 -5 15 -1 -16 25 -19 20 21 22 -20 24 26 -18 27 -23 29 -7
right_child=1 2 -4 4 -6 10 7 -9 -10 -11 11 12 -14 -15 16 -17 17 18 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0052289070701835999 -0.11430489046390641 0.14699083261727797 -0.12236629887821203 0.084328307705040018 -9.4737060029693064e-06 0.042448858344562551 -0.12394494735897806 0.05576947879820511 0.056288004437642196 -0.092306913497827742 0.038848647451109899 0.019541691729806548 -0.066428701105745877 -0.0010609111759603909 0.049752427452629928 -0.14661176742952839 0.0016095336010376042 0.061107888329092336 0.042222326419394988 0.059471148926858279 0.032841761506011501 -0.0027773581781252647 -0.044174703588406861 0.018269474689176779 -0.18414864962213201 -0.13465661909453611 0.030585570752286819 -0.11615584013724772 -0.083612720663367071 -0.05618825781598738
leaf_weight=3.5523755379836066 1.0383024594048031 0.72214421629905678 0.74376117868814617 8.7369643263518793 331.8704922311008 4.3289520516991642 4.6515964129939666 1.2899289377965031 12.251582263968883 4.4062579106539479 13.685201369225981 6.3996097352355745 11.644706675433552 4.3090734828729174 15.782682184129952 2.1571081466972828 2.762427184265106 8.0770878903567773 11.702527683228256 9.2498263940215093 15.025237160734831 5.8163564726710373 6.4601899981498709 4.6425601802766314 3.6995492130517951 2.7616195343434811 3.8588916175067416 6.1454206369817257 8.3640119992196542 8.4365376487839949
leaf_count=105 115 7 101 40 2863 14 207 121 64 56 71 28 108 29 66 90 25 37 46 33 80 24 46 20 29 17 28 44 51 68
internal_value=-8.59236e-05 -0.0413487 0.0103262 0.000112002 0.00211372 -0.00378536 0.00350671 -0.0849282 0.00794634 0.00236424 -0.020932 -0.00368212 -0.0359384 0.0561245 0.00646621 -0.0521382 0.00995221 0.00212003 0.00719698 0.000658853 -0.0088267 -0.0236187 0.0114923 -0.050011 -0.0662503 -0.0665136 -0.0386807 -0.0610261 -0.0468356 -0.0227391
internal_weight=524.573 2.50421 1.46591 522.069 344.917 177.152 124.293 5.94153 118.352 106.1 52.859 31.7295 18.0443 13.046 101.694 5.70948 95.9844 80.2017 74.6776 66.6006 57.3507 42.3255 18.1627 24.1628 19.5202 5.52405 15.8207 11.9618 21.1295 12.7655
internal_count=4633 223 108 4410 2932 1478 1138 328 810 746 340 207 136 69 690 195 495 429 387 350 317 237 92 145 125 42 96 68 133 82
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 1 0 1 1 2 1 2 2 0 0 2 0 2 2 2 0 0 1 2 2 0 0 1 1
split_gain=0.417936 2.58856 6.21259 4.285 6.13111 3.74512 4.57038 3.04699 5.06631 3.75749 5.56028 4.07709 3.75091 3.48404 3.24178 8.36523 5.93371 3.1818 2.49151 2.30969 2.19181 1.94569 3.20858 4.02801 3.16826 10.11 7.45383 3.19615 2.37421 1.6894
threshold=0.48185683060000012 0.48368312325000012 0.48458129995000004 0.34494476210000008 0.3465914194000001 42.546237522150008 0.3453339720000001 0.49194634890000005 0.3584174126500001 0.36880632320000012 38.474425342400004 0.37227927305000003 43.022303514600004 41.976795488650005 0.5116313883000001 0.50291907430000016 44.131787411600008 0.50035927070000008 41.184662530950007 41.444941515100005 43.157831852650006 0.52432561900000019 0.52688542260000015 0.39019789825000006 38.751720283100006 37.500638522700008 0.52252926560000013 0.51657136015000005 0.3979222179000001 0.34900152690000003
decision_type=2 2 2 2 2 2 2 2 2 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 19 6 -2 29 13 10 17 -11 -12 -9 15 -13 -17 -10 -8 -5 -15 24 23 -23 25 -16 27 -26 -25 -6
right_child=1 2 3 4 7 -7 18 8 9 11 12 14 -14 20 21 16 -18 -19 -20 -21 -22 22 -24 28 26 -27 -28 -29 -30 -31
leaf_value=-0.0043803458218664637 0.068195542794107708 -0.094684094580171158 -0.10625062739906328 0.10368182738306116 -0.010210576256023243 0.094353296177532617 0.010647890586275757 0.10708949686111986 0.039547121353636264 0.061761826171296108 -0.17080000266340564 0.063562456968736525 -0.021077182630423266 -0.032062198918652182 0.038837786344520425 -0.16431091752159954 0.031118914638418666 -0.065086657853636834 -0.098596260191936069 0.026820873293701475 0.064631944023350013 0.063123291111161994 3.131424799426862e-05 -0.13335924742500438 0.050156661113967362 -0.14395918630983492 0.10604471460616678 -0.039859832437081355 0.027446750392953551 -0.089084954576161612
leaf_weight=157.43605151516385 6.6765404939651516 6.843310445547103 3.6463248133659354 7.5393444374203673 5.0998775810003263 7.1683086901903144 4.2686211671680194 7.2821431085467365 7.164930287748577 10.787110183387993 4.4366583600640288 4.1395713118836266 2.6864002626389265 4.8256308957934362 9.9601927958428842 5.7904282473027706 2.1233260883018374 4.889485090970993 4.0861403718590736 8.1210028752684575 4.5589309222996235 1.8902173191308955 197.35218297556276 5.0043430794030428 6.8808221630752149 4.3457039669156066 10.754060876322908 9.2428930305177328 1.1244598687626419 5.8083783155307174
leaf_count=1373 20 41 21 36 23 63 18 43 30 46 32 35 26 24 39 61 15 23 22 31 19 9 2254 81 32 29 57 55 30 45
internal_value=-7.46604e-05 0.00178508 -0.000361033 0.00156317 0.00274796 0.0348762 0.00651201 -0.000277432 0.00157844 -0.00151771 -0.0442859 0.00152683 -0.114333 0.0551863 -0.000985706 -0.0516234 -0.111875 -0.0028942 -0.0427812 0.063824 0.0149109 0.00148982 -0.00248826 -0.0644961 0.0213273 -0.0166905 0.0415626 -0.00144514 -0.103856 -0.0522092
internal_weight=521.933 364.497 342.298 335.454 331.808 22.1996 15.0313 316.148 305.239 288.573 19.1775 269.395 7.12306 16.6667 258.608 12.0533 7.91375 12.0544 8.35476 15.6603 9.38456 246.555 205.371 8.01902 41.1837 14.3059 26.8778 16.1237 6.1288 10.9083
internal_count=4633 3260 3137 3096 3075 123 60 3008 2940 2854 111 2743 58 86 2697 111 76 53 40 67 43 2586 2374 120 212 68 144 87 111 68
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 2 1 1 0 1 2 2 0 2 2 0 1 2 2 2 0 2 0 0 2 2 0 1 1 1
split_gain=0.450261 0.98887 1.82081 1.02035 1.65901 0.926658 0.852651 0.453567 7.48912 3.16898 4.84787 2.4578 1.4862 5.97294 3.20562 1.41924 1.98834 2.11163 3.83762 2.54512 7.10253 3.0646 2.07751 4.21329 1.94103 3.34932 2.275 4.24786 5.09928 2.80526
threshold=33.036871954450007 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.40206880030000008 33.361153777850006 0.31753540315000006 0.42111014640000005 0.53998383280000006 0.41917906650000009 40.858951393400005 36.772607578000013 0.54450465555000005 38.110427674550003 49.520520114700005 0.54191491270000014 0.43584024430000007 41.087689990200012 42.154118731400011 38.983591653800012 0.55619592225000014 38.396531328800009 0.55348642255000013 0.55980359870000018 37.688226470200007 38.621016321050007 0.56579144335000009 0.43837010870000009 0.44512140355000007 0.45525583065000008
decision_type=2 2 2 2 2 2 2 2 2 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 -1 9 -9 12 -11 -10 -7 -14 -15 -13 17 19 -19 21 -21 -17 -18 -24 -25 -26 29 -28 -29 -27
right_child=5 2 3 4 -6 7 -8 8 11 10 -12 15 13 14 -16 16 22 18 -20 20 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=0.030176073780800006 0.056490385364500018 0.11560554422480854 -0.19523714672918627 0.11322126786276694 -0.10328290036382309 0.00077031031396906241 -0.12484498123878647 -0.1417174914640536 -0.10807498848782866 -0.016576842112954276 0.098917338680780342 0.072229238732824483 0.081036641969392698 -0.12706874973337828 0.047884722891716788 -0.067582906280542338 -0.087497098630640521 0.061988824700320001 -0.071138775806908777 -0.1899727351666064 0.0081197916281912086 0.082220829206802237 0.071212371232785454 0.075829137360659035 -0.13145389285144235 -0.07227571186995102 0.088101711033892277 -0.1080308015384828 0.0089731381295362934 0.035763561363171506
leaf_weight=0.47156392503529687 2.9120266586542121 0.99651613831520114 0.392228603363037 0.60445463657379128 0.8539398992434144 370.41147679451387 1.4329842496081253 3.9046804017852983 2.0972720358404322 6.5914139673113814 8.1012942884117347 2.7434320449829093 2.8625984881073219 5.2425091150216758 1.3087362295482305 3.1576026920229214 2.2991526573896399 5.4839216247200948 3.5782031388953328 3.6871731802821159 3.5552015528082848 2.4063141867518425 9.5895551899448019 3.2888911783229551 1.966040065162814 7.9914646521210653 6.0800775596871963 4.0469948370009652 46.792928989161737 3.4369107559323311
leaf_count=14 18 3 3 2 162 2599 75 116 146 29 30 8 20 76 31 40 13 19 31 27 18 7 33 51 65 48 25 40 867 17
internal_value=-4.37353e-05 -0.0306851 0.00662592 -0.052057 -0.0135493 0.000239786 -0.0864619 -8.10047e-05 -0.00557486 0.00153582 0.0471046 -0.000836993 -0.000226903 -0.0394648 -0.0921185 0.00120569 -0.000609209 -0.027517 0.00942305 -0.0536569 -0.0927313 -0.00279494 0.00627366 0.00886515 0.000742115 -0.00277001 0.000931579 0.00910655 -0.000340691 -0.0397845
internal_weight=518.288 4.75169 2.84714 1.85062 1.45839 513.536 1.90455 510.624 116.106 394.518 14.6927 112.201 379.825 9.41384 6.55125 110.104 107.36 21.8684 9.06212 12.8063 7.24237 5.56392 85.492 83.1929 73.6033 70.3144 68.3484 56.92 50.8399 11.4284
internal_count=4633 259 170 167 164 4374 89 4356 1571 2785 59 1455 2726 127 107 1309 1301 142 50 92 45 47 1159 1146 1113 1062 997 932 907 65
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 0 2 1 1 1 2 1 2 0 1 2 2 1 0 0 0 1 2 0 2 0 2 2 0 2
split_gain=0.395199 0.658003 2.13244 0.386435 2.12494 5.02351 3.41789 3.76511 3.41254 5.25034 1.8484 1.66706 3.22816 3.37804 2.90858 5.63532 3.08495 2.88905 2.72917 2.12517 5.23262 2.45181 2.39827 2.41979 1.72406 1.58166 1.70085 3.65853 3.12512 3.7214
threshold=0.5225142959500001 0.58454836680000011 0.57854555250000017 0.48185683060000012 0.48368312325000012 0.48458129995000004 42.546237522150008 0.3453339720000001 0.34494476210000008 0.34587287805000005 41.184662530950007 0.3584174126500001 41.319407281650008 0.49588335680000006 0.36880632320000012 38.621016321050007 43.118479346150004 0.37043801085000005 0.50035927070000008 0.5116313883000001 0.50913146310000013 0.37447980600000008 47.309807198350008 0.50291907430000016 40.165165956550005 0.48149755995000004 41.16018805045001 41.873095646600007 0.48104847160000008 43.895345911700005
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 6 -6 7 -5 -7 -10 -9 12 24 -14 15 18 -17 -16 -13 20 21 -19 23 -23 -11 26 -1 -28 29 -29
right_child=1 -3 -4 4 5 8 -8 10 9 11 -12 14 13 -15 17 16 -18 19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.016872723285997936 -0.10251007386418974 -0.11946083121200882 0.12161276899529144 0.063812999772387663 -0.084321633941167456 -0.093196638463740156 0.092155546770519459 0.0095768216656263051 0.076031895536424907 0.018387564573197811 -0.083240923829986255 0.037120287070355744 -0.042824488721113468 0.042595037554528543 0.061068812471781309 -0.15755997025140353 -0.024782610932150215 0.047851657830566878 -0.056370034402305064 0.0015982296216342587 -0.14186689234788252 -0.027866770260947402 0.050611524906182939 -0.1806214014390517 0.099970540352764384 -0.072741132684087259 0.035634719417315878 -0.034353191921318492 0.065053669005111406 0.013149251208608895
leaf_weight=53.750841261004098 0.99001703225076132 0.73230687016621221 0.74322798475623131 6.4269895404577282 6.9178634732961646 3.739051327109336 6.6275546774268141 4.2388597913086397 9.5246583074331266 4.3496783301234263 4.344554640352726 8.1683406233787554 9.6611571907997149 8.8896352946758253 7.8111115619540206 4.6313892006874076 2.8124646451324224 5.0728990659117681 5.0546809732913962 241.19157170178369 3.6229127836413673 2.7394609889015555 1.8254299908876417 1.6687136366963384 6.4040226824581623 3.2753139752894631 28.305866478476673 36.379019104409963 5.5860958360135546 30.168644041055813
leaf_count=531 259 115 13 20 41 21 63 18 39 28 22 35 46 41 33 35 27 21 23 2203 48 46 9 16 38 17 138 389 23 275
internal_value=-4.38638e-05 -0.039984 -0.00640458 0.000148024 0.00197375 6.79013e-06 0.0323432 0.00593425 0.00178989 0.002888 -0.0374035 0.000668623 0.0233791 -0.00189101 -0.00166983 -0.0377969 -0.107394 0.00115906 0.00138233 -0.000668054 -0.0372809 -0.00376871 -0.0457773 -0.085692 0.0669717 -0.00397639 -0.00251569 0.00516756 -0.006788 -0.0128185
internal_weight=515.654 2.46555 1.73325 513.189 355.723 334.085 21.638 15.0104 327.167 323.428 8.58341 313.903 29.3045 18.5508 284.599 20.6669 7.44385 263.932 13.223 256.121 14.9294 11.3065 6.2336 4.40817 10.7537 157.466 154.19 100.44 72.1338 66.5477
internal_count=4633 387 272 4246 2873 2750 123 60 2709 2688 40 2649 153 87 2496 120 62 2376 58 2343 140 92 71 62 66 1373 1356 825 687 664
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 1 1 1 0 2 0 1 0 2 2 2 2 0 0 1 2 2 1 0 2 0 0 0 1 0
split_gain=0.423097 2.28099 1.4726 4.07571 1.87951 1.33972 2.99082 1.62606 1.15635 4.49555 2.04072 1.27 3.3854 2.23357 5.53773 2.2339 4.04873 1.04703 3.20946 1.02789 0.986873 1.35064 0.90513 2.01445 0.729774 0.888261 1.99726 1.64269 2.37756 1.62009
threshold=48.96897326980001 0.39614083410000006 0.31100865245000009 0.36042334060000009 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.4529056016000001 0.39614083410000006 44.952171034750002 0.39672464895000009 0.32467590790000006 0.4560492201000001 48.823707093150006 42.055256506450007 39.476991512000005 35.771221912400001 0.61797550970000004 0.66718062335000017 0.33400197600000009 34.515670600900002 34.424709467050008 0.48616807880000007 0.61400856260000014 48.393869453650005 0.63528038085000016 0.66011496660000013 0.61686775845000008 0.47634801355000006 0.59751205050000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 -4 -5 -6 -7 -8 9 -1 -10 13 20 14 15 16 -12 22 -19 -14 21 -13 -9 -24 25 27 -27 28 -21 -30
right_child=1 2 3 4 5 6 7 17 10 -11 11 12 19 -15 -16 -17 -18 18 -20 24 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10751663816338589 -0.13362838335887214 0.05492987885982447 -0.15997579425276409 0.12337350060514092 -0.11554368754702522 0.12705213570337412 -0.12433232853333205 0.061478409477194976 -0.09181091447969561 0.10437817579702927 0.087617016956963223 -0.12887493643433431 -0.071899383660856089 0.12851141230825311 -0.12400808508188332 0.091392303685114418 -0.15873874547967873 -0.14846089180927505 0.086633066585746876 0.0017067377796578102 -0.11417587527675924 0.079593712119262416 -0.10904455489979266 0.089769719875370704 -0.035458452099298633 -0.12154095685220204 0.014595923299303676 0.051872863694559061 -0.11985625901061531 -0.00019676887037510028
leaf_weight=1.3657299688202318 1.4856775440275694 3.3614407479763058 1.7847075536847103 1.1508435495197762 1.1015326846390951 1.5786664113402356 1.3306629657745341 2.6936172815039754 2.4067224892787626 3.7517460538074374 1.5177665725350364 0.54730057925917097 1.9519109148532141 2.0166803300380698 2.2788858227431774 5.1861783936619759 1.1902597742155192 1.497321982868016 0.94857581262476731 446.32834000466391 3.3373627467080951 0.71915486454963684 1.2222461127676072 0.87411896511912335 5.4799805907532564 1.878288963343947 2.5282222186215222 6.4288260485045603 2.7215292660985133 1.9366189553402362
leaf_count=173 16 12 18 3 39 12 95 21 16 17 7 41 31 4 53 22 45 27 43 2929 177 9 66 8 37 135 211 169 71 126
internal_value=-2.38143e-05 -0.0146554 -0.00458031 -0.0186852 0.00165441 -0.0108007 0.000571918 -0.0227362 0.000540301 0.0478286 4.48671e-05 0.000499702 -0.000320151 0.0323702 0.0133114 0.0529526 -0.0206638 -0.0040529 -0.057286 0.000517063 -0.0856549 -0.0104963 0.0231294 -0.0261452 0.000819545 0.00125002 -0.0434328 0.00168047 0.000964978 -0.070108
internal_weight=512.601 19.0294 17.5437 14.1823 12.3976 11.2467 10.1452 8.56654 493.572 5.11748 488.454 486.047 473.858 12.1898 10.1731 7.8942 2.70803 7.23588 2.4459 469.254 4.60382 1.26646 4.78998 2.09637 467.302 461.822 4.40651 457.415 450.986 4.65815
internal_count=4633 360 344 332 314 311 272 260 4273 190 4083 4067 3936 131 127 74 52 165 70 3709 227 50 95 74 3678 3641 346 3295 3126 197
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 1 1 1 2 1 0 2 0 1 2 2 0 1 0 0 1 0 1 1 1 1 0 0 0 0
split_gain=0.41277 0.798892 1.98473 0.359988 0.872602 1.57938 0.84991 1.45453 0.815489 1.42168 2.85214 1.20619 3.61051 3.76218 3.06222 2.13548 2.73185 2.14541 1.55331 3.8047 1.24951 0.947803 1.93122 0.755181 0.754767 1.60997 1.40813 3.89068 3.59224 2.69888
threshold=0.66977036620000019 0.57854555250000017 0.58454836680000011 33.036871954450007 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.40206880030000008 35.119813570500007 0.34377713240000007 0.49877249185000011 37.041406607950009 0.5296248615500001 0.46280051495000007 36.859113051050009 37.765550062200006 0.52324780695000006 0.4529056016000001 0.5195503128500002 0.50035927070000008 0.36476452800000009 0.54450465555000005 0.43643902880000007 0.31753540315000006 0.34515433670000012 0.34518427590000006 0.47757552170000012 0.47943175355000006 0.47736594710000008 0.47847369840000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 23 -6 -7 -8 9 -5 -11 12 14 -14 18 16 -13 -18 19 20 -10 -12 -23 -1 26 -26 28 29 -17 -28
right_child=1 2 -4 8 5 6 7 -9 11 10 21 15 13 -15 -16 24 17 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.029905607506040252 -0.11358254607370842 0.12721891911340907 -0.11915053714281064 0.091496021483525314 0.1138728519941683 -0.18057277609908873 0.11176812309613807 -0.1031438824250549 -0.019273008761934871 -0.081600629263696461 0.058134236080247474 0.074570159998422481 -0.14555282355671187 0.082172548714768437 -0.094976614841162668 -0.0061283593002052147 -0.040541786968869037 0.075618748572199065 0.050615446186545711 -0.092978304346114066 0.069696568584386429 0.038502659066895539 -0.11157660535314336 -0.1226634587978867 0.054448097135289412 0.00062920277797191533 -0.031383729165874008 -0.0019001717274968702 0.10054097250181288 -0.13833426041062297
leaf_weight=0.43462420161813398 0.9325610328232864 0.67310557281598427 0.63589370553381741 2.5280367452651253 0.9120675623416904 0.38284574449062336 0.55205413699150063 0.73315026646014303 2.6272550867870539 2.7210633084177962 6.2377648688852769 8.7221808135509509 3.7387106074020258 0.90012701379600901 3.0926802316680542 47.865861631580628 5.5115059008821836 2.23465317604132 6.7121818214654914 3.6620747596025467 3.9546283334493637 3.1058843992650509 1.1843765067169441 1.2795688596088437 5.6457169074565163 359.34874336433131 5.2886996641755122 20.640005685389042 3.380025088787078 4.2600621450692415
leaf_count=14 115 7 101 19 3 3 2 112 64 28 26 44 72 43 27 535 49 26 30 20 15 21 62 75 23 2944 26 87 8 32
internal_value=-3.56081e-05 -0.0428532 0.00753605 0.000153453 -0.0286771 0.00806564 -0.0497883 -0.0108293 0.000399414 0.0227753 0.0096628 -0.000324618 -0.0218616 -0.101365 -0.00346638 0.00082401 0.0361876 -0.00703118 0.0132244 -0.0112754 0.0341831 0.0332507 -0.00292847 -0.0839804 -0.000480519 0.00146167 -0.00918552 -0.0263181 0.00090723 -0.0790984
internal_weight=509.898 2.24156 1.309 507.657 4.29431 2.58012 1.66805 1.2852 503.362 15.7771 13.2491 487.585 24.6877 4.63884 20.0488 462.897 16.4683 7.74616 16.9561 10.244 6.58188 10.528 4.29026 1.71419 446.429 364.994 81.4347 30.1888 51.2459 9.54876
internal_count=4633 223 108 4410 209 120 117 114 4201 156 137 4045 271 115 156 3774 119 75 129 99 79 109 83 89 3655 2967 688 145 543 58
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 1 1 2 2 2 0 0 2 0 2 1 1 2 2 2 1 1 0 0 2 2 2 2 1 0
split_gain=0.376361 1.17542 0.822237 1.8976 0.728976 0.606593 2.29141 1.59682 1.75277 2.54197 2.18219 0.572157 0.566328 1.44878 0.563948 1.34964 1.43412 0.986689 1.51754 0.982925 0.683267 1.33181 0.573419 1.22529 2.32712 0.529262 2.85167 4.05035 3.94892 2.34554
threshold=49.292797572200008 49.960114208400007 0.58035687555000015 0.4995808509000001 0.66718062335000017 0.31100865245000009 0.31118828780000007 48.823707093150006 45.044778924400006 44.952171034750002 0.41973294215000007 0.3972336157500001 50.427417695700008 0.57927906350000014 33.036871954450007 0.38045268105000002 0.38512319990000005 33.361153777850006 33.96174662340001 34.424709467050008 0.38906020780000011 0.40206880030000008 0.41160444300000004 0.42615490555000007 35.771221912400001 37.041406607950009 36.558960102350007 36.377496227400009 0.38772791230000009 0.5380527529500001
decision_type=2 2 2 2 2 2 2 2 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 11 12 -4 -5 7 -7 8 9 10 -1 -2 -3 -14 15 -8 -17 -16 -19 -20 -18 -22 -21 24 -24 26 27 28 -25 -30
right_child=1 2 3 4 -6 6 14 -9 -10 -11 -12 -13 13 -15 17 16 20 18 19 22 21 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.10657819367317121 -0.02943588822047994 0.068433267565926992 -0.1282819762543867 -0.019463864514027984 0.093503728949492049 -0.13283488157214118 -0.11847711673567414 0.072893473549521887 -0.13310216296212043 0.17761270956158146 0.11537999741683405 -0.11270748775870075 -0.11006815523919422 0.06155507766782109 0.062164388179989476 0.11239299532414547 -0.16865115008957321 -0.089689594205275391 0.056640490958527072 0.035968528269671278 0.11052452650241701 -0.10271835247462331 0.095210272577985325 0.0242642981356802 -0.12578229767703406 0.001174789556126261 -0.063304849499932023 0.13061076784418979 -0.1166295438625063 -0.0011222759130420513
leaf_weight=1.394764792872593 1.7762750983238214 2.1793326213955861 1.3169955250341447 1.6407709694467487 0.87630090327002097 1.2962536951526988 1.3467343501397402 3.9266969636082649 0.98192432150244702 0.76493288576602925 0.64907899498939503 1.5409340062178669 0.7999437996768396 1.2771964743733404 2.5890903975814572 0.83558091521263156 0.36959030479192723 1.8680877356091503 3.1112861862638956 4.4525914788246146 0.50485140085220315 0.69756611029151827 0.638594804797321 13.064368629828104 1.8772510620765386 438.65897211065749 8.1027419923921098 2.3331830593524492 4.1699059531092635 3.0394401686498895
leaf_count=159 10 12 61 35 30 18 88 17 21 3 2 51 99 16 16 3 3 37 35 24 2 162 6 67 146 3279 82 16 35 98
internal_value=-2.90204e-05 -0.0179876 0.00256637 -0.0310232 0.019865 0.000383457 -5.55926e-05 0.0282006 -0.0180957 0.0221096 -0.0360892 -0.0681178 0.0328226 -0.00454009 0.000297349 -0.0383105 0.00653236 0.000596884 0.000265701 0.000616196 -0.0497365 -0.0131854 0.000250263 -8.67666e-05 -0.069688 0.0002863 -0.012405 0.00583854 -0.00852077 -0.067932
internal_weight=508.081 11.4077 8.09054 3.83407 2.51707 496.673 488.956 7.7174 3.7907 2.80878 2.04384 3.31721 4.25647 2.07714 487.66 3.75432 2.40759 483.906 481.316 479.448 1.57201 1.20242 476.337 471.884 2.51585 469.369 30.7096 22.6069 20.2737 7.20935
internal_count=4633 314 253 126 65 4319 4117 202 185 164 161 61 127 115 4099 258 170 3841 3825 3788 167 164 3753 3729 152 3577 298 216 200 133
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 0 0 2 0 1 2 1 2 2 2 0 0 2 1 1 2 2 0 0 2 0 0 2
split_gain=0.379146 1.81012 1.48137 4.41216 2.5519 1.32152 1.88122 1.15313 8.19152 3.04394 4.9918 2.84653 4.8932 3.16934 2.46364 3.36419 3.55204 5.2225 5.42161 3.17256 6.77099 6.76052 3.15056 2.26718 2.17022 3.2062 3.53852 3.00354 2.8216 5.98422
threshold=42.783136484500005 42.982930821650008 42.684965421050009 0.48368312325000012 42.720329370750001 42.91168285345001 0.48149755995000004 0.48458129995000004 0.48368312325000012 42.243697547450004 0.47757552170000012 0.3584174126500001 41.489621506400006 0.36476452800000009 41.976795488650005 42.081757894750005 42.283941020600004 0.5261668812000001 0.56579144335000009 41.184662530950007 0.41917906650000009 0.42926858475000007 41.772405911750006 39.852039223600009 0.57927906350000014 0.56685428580000019 41.087689990200012 0.62143349005000015 0.5485614203000001 37.995872310650007
decision_type=2 2 2 2 2 2 2 2 2 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 7 4 -4 6 -2 8 9 -1 -11 12 23 -13 19 -16 -17 -18 -19 24 -21 -22 -23 -9 25 26 28 -26 -15 -30
right_child=1 -3 3 -5 -6 -7 -8 11 -10 10 -12 13 -14 14 15 16 17 18 -20 20 21 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.001673373415106156 0.029098106423343279 -0.0014744354865699255 0.10994983778313892 -0.064727165631511582 -0.0046781870503686766 -0.10402460554758555 -0.081851146088610383 -0.0042927866302983533 -0.16749279285672489 0.011227810080111721 -0.13092669534580911 -0.075393883175958631 -0.012853146104590055 0.0046327103986792796 0.089655349318299937 -0.093729715384408219 0.12169339381431719 -0.067808168173687552 0.054036179203555079 -0.10270200339411661 0.092856022918716821 -0.096893023560085514 0.031900735858452343 0.085906903816016039 -0.10683873191256099 0.048800119064582759 0.088051070037608994 0.027833928739154697 0.051056289453380269 -0.063835743473859452
leaf_weight=105.98105941683752 3.3339992281980795 126.22457866015611 5.9506268352270109 3.1863505230285218 2.8831344624049962 2.8599318373017013 2.8215968911536038 3.4855291545391145 3.1195700988173476 5.2006336339982209 4.7050403133034706 5.3908789977431288 13.249599043279884 101.82085675839335 7.0051051825284985 2.8668464065995094 4.3650970235466984 6.8555243834853155 7.814743991708383 9.2915798164904135 5.5644831359386435 5.2112361358012986 2.9885357697494328 13.896785445511339 4.0602661447483106 15.400890277232973 4.4618557579815379 2.7967592405038886 6.1368465479463365 17.351225070655346
leaf_count=810 24 1506 60 27 21 41 27 25 21 63 44 33 60 526 30 49 13 56 61 87 21 86 41 76 248 114 14 261 63 125
internal_value=-3.35422e-05 -0.00456633 0.00161861 0.036151 0.0725379 -0.0478553 -0.0217587 0.000462453 -0.00758601 -0.00328146 -0.0562934 0.00445312 0.0329254 0.000287728 0.00228776 0.0293337 0.0100407 0.0256692 -0.00290258 -0.00217765 -0.036744 0.00778101 -0.0499521 0.0678199 0.00306449 0.00566115 0.000541524 -0.0519101 -0.00257442 -0.0338173
internal_weight=506.281 135.24 371.041 12.0201 8.83376 9.01553 6.1556 359.021 119.006 115.887 9.90567 240.015 30.6319 209.383 203.992 28.9073 21.9022 19.0354 14.6703 175.085 23.0558 13.7643 8.19977 17.3823 152.029 145.172 129.771 6.85703 125.309 23.4881
internal_count=4633 1598 3035 108 81 92 51 2927 938 917 107 1989 161 1828 1795 209 179 130 117 1586 235 148 127 101 1351 842 728 509 714 188
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 0 1 0 1 2 2 2 2 2 0 2 0 2 1 2 2 0 2 0 2 1 1 0 2
split_gain=0.375821 0.71888 1.71844 0.320576 3.32774 2.58956 2.54291 4.133 1.30102 2.2141 1.60109 4.60895 1.26551 6.56725 3.19042 1.78626 3.2362 2.85995 2.37687 2.42735 1.95956 2.75532 1.95364 4.2664 4.00593 3.36984 2.32471 1.09335 2.21502 3.20359
threshold=0.66977036620000019 0.57854555250000017 0.58454836680000011 0.47880302985000006 0.47847369840000004 0.34515433670000012 0.47943175355000006 0.34587287805000005 0.48077901860000011 0.34491482290000003 40.722669576350008 42.759119507950011 42.759119507950011 43.477771593600004 42.498713093000006 0.47736594710000008 42.243697547450004 0.47774018740000007 42.123054668150012 0.32467590790000006 39.476991512000005 35.771221912400001 0.47396784530000008 39.065416244600009 0.47500074850000013 41.16018805045001 0.34377713240000007 0.3584174126500001 0.49688632075000011 39.354247760400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 12 -6 7 -5 9 -8 -11 -12 14 -14 15 16 18 -17 19 20 21 -1 23 26 -24 -26 -21 -10 29 -29
right_child=1 2 -4 6 5 -7 8 -9 27 10 11 -13 13 -15 -16 17 -18 -19 -20 22 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.052894158596770838 -0.11245775632231697 0.11869015629476204 -0.11741937642580565 -0.0094294268109892214 -0.15065760706223416 -0.016287750643828768 0.03588792754937379 0.11286219688960575 0.011458419749354624 0.0019971653714967361 -0.11813869088905156 0.019740310379504269 -0.10824481405753553 0.0041216506152139355 0.083403050194613512 0.07520916865940469 -0.12897265121471804 -0.0057246223598996053 0.093308551836790682 0.011990238831179917 0.073967337820146861 -0.15554414431563635 0.083338572376644077 -0.14138090067809697 -0.10132847773085335 0.0089255510890567796 -0.12386807189648336 0.022018545404017299 -0.00028263550471091124 -0.13319803954243281
leaf_weight=1.5650804317556315 0.86036461149342303 0.64921937324106671 0.5869284239015542 5.8142413832247239 2.6740380227565756 3.0934143047779799 4.6632033288478878 5.2670873403549194 84.347358709201217 5.2996840476989737 6.3701429367065412 3.9140551537275314 6.2959868621546766 29.914106186944991 5.156048319535329 7.4209791794419315 2.1719919587485483 10.606520824134348 2.3788118625525376 6.6946441836189496 5.3098387427162379 1.0662362370640037 4.1879245489835766 3.8222971903160206 4.2915236391127092 7.8302076980471611 1.5513610939960925 2.3726561088114968 273.86239803011995 3.0250800540670753
leaf_count=35 115 7 101 26 24 20 17 26 446 23 39 13 138 309 34 22 39 49 13 71 59 49 19 124 33 36 81 10 2613 42
internal_value=-1.72765e-05 -0.0422681 0.00658431 0.00015954 -0.00472257 -0.0785874 0.00147027 0.0486972 0.000106898 -0.0245645 -0.0426538 -0.0656634 -0.000473652 -0.0154159 0.00797338 0.00137005 -0.0101961 0.0275916 -0.00352958 -0.00987224 0.0389983 -0.0315672 -0.0235479 -0.0540501 -0.000977886 -0.0301083 -0.0135694 0.0014807 -0.00153296 -0.0649703
internal_weight=503.063 2.09651 1.23615 500.967 106.031 5.76745 394.936 11.0813 383.855 20.2471 15.5839 10.2842 100.264 36.2101 64.0535 58.8974 40.8699 18.0275 38.6979 36.3191 7.94116 2.63132 28.378 12.0683 16.3097 12.1217 8.24601 363.607 279.26 5.39774
internal_count=4633 223 108 4410 1155 44 3255 52 3203 92 75 52 1111 447 664 630 559 71 520 507 143 84 364 276 88 69 152 3111 2665 52
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 0 2 1 1 2 2 2 0 1 1 2 2 0 0 1 1 1 0 0 0 0 2 1 2 1
split_gain=0.758476 0.532834 2.47416 0.740204 1.25739 0.968482 0.507401 1.19516 1.28474 0.800612 0.89499 1.50507 1.08054 0.565708 1.20034 0.502794 2.06864 0.824265 0.798527 1.16609 1.74683 1.27094 0.815982 1.45393 0.726008 1.9706 0.67248 1.93115 2.8253 0.759233
threshold=0.30560462260000004 0.31100865245000009 0.31118828780000007 49.247968080500009 48.823707093150006 0.37651567320000007 33.036871954450007 0.38045268105000002 0.38512319990000005 33.361153777850006 34.214889417600013 34.424709467050008 0.49877249185000011 0.38906020780000011 0.40206880030000008 49.064150740050003 49.960114208400007 0.41160444300000004 0.47648274005000008 0.39670967935000007 0.3979222179000001 0.48522499325000007 0.58035687555000015 0.61400856260000014 0.61686775845000008 0.66718062335000017 48.823707093150006 0.32012514595000008 37.688226470200007 0.4995808509000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -9 -8 12 -12 -11 -10 -15 17 -17 -13 -18 -20 -21 -22 -23 -24 -25 -26 27 28 -19 -29
right_child=1 2 6 -5 -6 -7 9 8 13 10 11 15 -14 14 -16 16 18 26 19 20 21 22 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.10249144435606701 0.076270775943622193 -0.1270871684546277 -0.11685927508683253 -0.011834560319819463 0.10195048792672762 -0.044498928995689468 0.05652975127545589 0.11103854048625612 -0.15921175446093311 -0.13172975573627782 0.089808954906841737 0.044971351933881756 -0.0078870744201661441 0.10938310528678952 -0.10257418282411693 -0.10204943920299053 0.12685452176688455 0.063341147959648264 -0.13182325254123511 0.15881328868481387 -0.10926472463970427 0.069216536407058368 -0.13207666460315812 0.10093626559287761 -0.1311727581565747 0.088489812851887617 0.030146385863707981 0.00047917012070114044 -0.18849305041263012 -0.042566560041062095
leaf_weight=0.72131542570423235 1.0943267745897158 1.5344131747260679 1.2367167943157249 3.3261728547513485 2.383728414773941 1.6886366866528986 2.5248706955462685 0.76184105873107943 0.35413374751806248 1.1271508382633322 1.8759340143296857 4.1385905742645255 1.8790034871490204 0.45950898528099038 0.63835199401364662 2.4477588278241438 0.49058192968368519 0.68843542225658794 0.65892978257033963 0.68550062179565419 1.0558605861733665 1.6399582177400587 0.82385720685124431 0.78283806703984771 0.7799097462557254 0.85735542187467217 7.3527513337321571 450.43427209975198 1.2623626310378311 4.1350773541489607
leaf_count=137 12 22 88 22 6 36 16 3 3 16 18 22 38 2 162 63 1 19 28 1 101 18 50 5 18 30 35 3170 35 456
internal_value=-2.19247e-05 0.000126162 -0.000303717 0.0249599 0.0486472 0.00299056 9.40374e-05 -0.0381175 0.00587015 0.000365536 7.20093e-05 0.000412589 -0.0543216 -0.0493102 -0.0138596 6.19202e-05 -0.0218774 0.00054113 0.00336337 -0.00495359 0.00766447 -0.00977938 0.0117285 -0.0173341 0.0217268 -0.0161462 0.000144732 -0.000338477 -0.0996209 8.75964e-05
internal_weight=499.84 499.119 490.626 8.49286 5.16669 2.78296 489.092 3.45055 2.21384 485.641 483.116 480.11 3.00615 1.45199 1.09786 478.234 10.2226 468.011 7.77479 7.28421 6.62528 5.93978 4.88392 3.24396 2.4201 1.63727 463.873 456.52 1.9508 454.569
internal_count=4633 4496 4420 76 54 48 4398 258 170 4140 4124 4070 54 167 164 4052 315 3737 252 251 223 222 121 103 53 48 3715 3680 54 3626
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 1 1 1 0 0 0 2 0 0 2 1 2 1 1 0 1 1 0 2 0 2 2 1 1 2
split_gain=0.309587 2.01478 0.99733 3.37798 1.44491 1.0924 2.20617 1.32296 0.863768 2.41843 0.785352 3.21291 1.48978 1.16485 0.803136 0.775284 1.7118 1.35587 2.58347 1.19567 1.53987 0.745612 1.61919 0.635785 0.839996 1.73028 2.31863 2.60893 1.65711 1.62115
threshold=48.96897326980001 0.39614083410000006 0.31100865245000009 0.36042334060000009 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.4529056016000001 0.61797550970000004 0.66718062335000017 0.39614083410000006 44.952171034750002 0.39672464895000009 0.41212837940000008 41.489621506400006 0.31753540315000006 35.119813570500007 0.32467590790000006 0.3298553935500001 0.4560492201000001 0.34007963835000005 0.48616807880000007 0.61400856260000014 48.393869453650005 0.47550971530000002 43.564719632750005 44.461493122800007 0.3584174126500001 0.34422622080000004 42.527280425250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 -4 -5 -6 -7 -8 21 -10 11 -1 -12 14 -14 16 -15 -17 -19 20 -20 -9 -23 24 25 29 -27 -28 -26 -21
right_child=1 2 3 4 5 6 7 8 9 -11 12 -13 13 15 -16 17 -18 18 19 23 -22 22 -24 -25 28 26 27 -29 -30 -31
leaf_value=-0.1068125041000577 -0.12872598753177386 0.045484388615236626 -0.15456171592877188 0.11752904265625824 -0.11334107949305888 0.11460437740821605 -0.12136218810874198 0.060391523404381676 -0.14337258415173201 0.071872885827400049 -0.080973333953699364 0.090253947037733984 0.14229174732656186 0.062176064305041127 0.012415343106943906 0.044188315562351865 -0.12379215443151276 -0.11405251551186527 0.066238988569057453 0.020940354428801666 -0.1138515516495554 -0.10771878556912734 0.082791960091017885 -0.033382338740635224 -0.064979423171258946 0.14435490293990913 0.12080750521501255 -0.12829037987441791 0.00062451107364723318 -0.05572794462035089
leaf_weight=1.0947615573531937 1.388196457177403 3.3359015211462966 1.5428878962993611 1.0092528983950604 0.89660232106689264 1.4660256989300231 1.0903551575029267 2.4185859216377139 1.2544865477830174 0.89398250123485912 2.2584458305500439 3.3865729235112667 0.96901159873232134 0.7577186375856394 0.93609020253643394 6.9665670469403258 1.4273612331598995 1.9865462575107802 0.63471936620771829 15.112366276560357 1.8843439287738872 1.0204812595620749 0.79265483655035485 5.4375746063888064 3.8853107914328566 2.3179961964488021 0.80204626917839028 0.88374043628573418 427.09698517891229 3.3736741365864864
leaf_count=173 16 12 18 3 39 12 95 21 27 43 16 17 50 4 27 30 70 52 12 89 139 66 8 37 20 5 4 61 3439 28
internal_value=-2.55541e-05 -0.0132442 -0.00304707 -0.0161187 0.00358189 -0.00811337 0.00244408 -0.0195663 -0.00216974 -0.0538085 0.000444433 0.0421119 5.27531e-05 0.00043843 0.0784757 0.000123832 -0.0593041 0.000399894 -0.000258382 0.000231526 -0.0684748 0.0240475 -0.0244326 0.000608671 0.00101626 0.0198571 0.0794578 -0.00977715 3.30908e-05 0.00694851
internal_weight=498.321 17.1094 15.7212 12.3853 10.8424 9.83317 8.93657 7.47055 6.38019 2.14847 481.212 4.48133 476.73 474.472 1.9051 472.567 2.18508 470.382 463.415 461.429 2.51906 4.23172 1.81314 458.91 453.472 22.4898 4.00378 1.68579 430.982 18.486
internal_count=4633 360 344 332 314 311 272 260 165 70 4273 190 4083 4067 77 3990 74 3916 3886 3834 151 95 74 3683 3646 187 70 65 3459 117
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 2 1 1 0 0 0 1 2 2 0 1 1 1 1 1 1 0 0 0 0 1 1 2 1
split_gain=0.343914 1.85125 0.331101 3.69256 3.8196 3.49263 2.95148 2.77891 1.78816 1.59704 1.52118 1.92174 1.36642 1.14041 1.84678 3.11239 1.94283 1.73762 1.25436 3.3613 1.17123 10.1656 4.33212 3.75812 2.17605 3.72081 2.74678 1.57159 2.84337 1.13639
threshold=0.39587138110000003 0.3733870243500001 0.39563186730000005 0.39814676205000005 36.558960102350007 0.39431454150000006 49.064150740050003 0.39170982905000007 0.39394030120000006 0.5116313883000001 0.5276039639500002 0.53146612375000013 0.39150025445000008 37.232443001650005 34.424709467050008 0.54413041525000005 0.46280051495000007 0.46551001470000003 0.43540612555000008 0.43643902880000007 0.40437412050000004 0.41625999220000004 0.53312775065000018 0.5380527529500001 0.5485614203000001 0.55234873210000013 0.42209814075000007 0.42111014640000005 40.250747516500006 0.43584024430000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 7 -6 12 -9 -5 -11 -12 -2 14 15 -13 -16 -18 -17 -20 -15 -22 -23 -24 27 -26 -27 -25 -29 -28
right_child=2 -3 3 9 6 -7 -8 8 -10 10 11 13 -14 20 16 18 17 -19 19 -21 21 22 23 24 25 26 29 28 -30 -31
leaf_value=0.046130775599843313 0.00099543394137714919 -0.13302373341064611 0.060224988325769363 -0.10819083468652213 -0.11430534050202233 0.068278336216290605 0.086372729061170481 -0.11150003795293131 0.017313345059288981 0.056759456989109919 -0.078799872436999457 0.1375343137955983 0.069312316937999136 0.028707465489784298 -0.11907267188879736 -0.14735789489894438 0.13729046682757381 -0.10455845434061234 0.16651936968835729 -0.1115327290236615 -0.15454154688833938 0.1525176686442121 -0.12008266391401944 0.044779639283927995 -0.099598703733233845 -0.13243718032467544 -0.030120065058289555 0.059600646925488977 -0.033409486591272852 0.0072967636066991531
leaf_weight=1.2210929132997983 298.83440267841797 1.0931004655722061 2.0235323458909971 1.3485629106871773 7.1275321003049612 7.7783762849867335 0.81688765808939923 3.5735593194840467 1.5429761915002016 4.7656145755900061 3.0798717602156094 1.3596674054861049 2.9566764719784251 15.806984059978275 3.2618502187542617 0.86454213177785311 0.66728832200169541 0.5354638239950873 0.7216026484966277 1.0937445487652437 4.1298890685429788 1.9555500745773304 2.4512826828286043 19.816706269979477 3.820143897086381 1.5127745568752278 9.0439440429909137 5.2247968167066565 8.8611415326595289 79.193012681498658
leaf_count=18 1999 170 12 49 182 35 9 91 16 75 56 3 16 73 84 26 3 83 2 182 47 3 19 71 30 18 80 15 40 1126
internal_value=-3.20423e-05 -0.0384922 0.000148067 -0.00327938 -0.0624292 0.00210292 -0.0936705 0.000425751 -0.0726542 0.000198804 0.00106801 -0.00055625 0.00166474 0.000946867 -0.0346884 0.0143026 -0.0790154 0.0296196 -0.0482201 -0.00100669 0.00294302 -5.13236e-05 0.00478664 0.00256306 0.00492153 -0.00294305 0.00117104 0.0266274 0.0010901 0.00346168
internal_weight=496.483 2.31419 494.168 179.482 9.96795 314.686 7.94442 306.908 5.11654 169.514 168.166 163.4 301.791 160.32 8.50416 4.03956 4.4646 1.20275 2.67989 1.81535 151.816 136.009 131.879 129.924 127.473 93.5699 89.7497 33.9026 14.0859 88.237
internal_count=4633 188 4445 2288 203 2157 191 2122 107 2085 2036 1961 2015 1905 383 213 170 86 210 184 1522 1449 1402 1399 1380 1254 1224 126 55 1206
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 0 2 0 1 2 2 2 2 0 2 0 1 2 2 2 1 2 2 0 0 0 1 2 2 2
split_gain=0.319216 0.798649 0.867229 0.685226 1.93548 0.479446 0.746152 0.455398 0.415117 1.08566 1.39768 1.67079 1.7995 0.637775 2.66158 2.09342 1.61799 2.07114 4.02656 3.86845 1.95052 1.65055 2.16067 1.39672 2.20225 1.57611 2.64245 1.34628 1.31062 1.30789
threshold=49.292797572200008 49.960114208400007 0.50491003265000012 0.4995808509000001 0.58035687555000015 0.5796383342000001 51.757767929250001 0.3972336157500001 0.31100865245000009 48.823707093150006 45.044778924400006 44.952171034750002 36.952388736350009 0.47396784530000008 48.96897326980001 0.47550971530000002 0.32467590790000006 44.952171034750002 42.123054668150012 39.065416244600009 0.34269932035000011 39.476991512000005 42.081757894750005 0.47673722340000008 0.47642286160000008 0.47604862130000009 0.3447651268000001 42.580420142950011 48.553014326500012 35.771221912400001
decision_type=2 2 2 2 2 2 2 2 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 7 3 4 5 6 -3 -2 9 10 11 12 -1 14 16 -15 21 18 19 20 -18 29 -23 24 25 26 -17 -20 -24 -10
right_child=1 2 -4 -5 -6 -7 -8 -9 13 -11 -12 -13 -14 15 -16 23 17 -19 27 -21 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.11276401410669568 -0.029036123842102753 0.031716687462704611 -0.10752996871350021 0.068358966237025892 -0.12594650029882745 0.094817039895290264 -0.10289737615713908 -0.10905394740975889 0.012884341126529711 0.062288048115094176 -0.12782725118843305 0.14861083543800088 -0.10644691035438242 0.049095834230313433 -0.15767471928849763 0.047672830782511937 0.022458485086379817 -0.14095321056642954 0.11339995389055131 -0.13982604655577466 -0.083441642034098734 0.086240834932308788 -0.053105712965491159 0.00072586017915014702 -0.14521804754705778 0.05908433550336633 -0.11506011336198836 0.011321375376641185 0.03872262201234733 -0.1619792245334932
leaf_weight=0.56288245320320118 1.7591123729944214 2.3297785539180049 0.6702653020620345 1.612564470618963 1.062429482117295 0.81872563436627377 0.50015965796774242 1.1939970238599924 0.88604810752440843 3.6304948963224888 0.84596507623791684 0.72409482300281514 1.1188061240245586 8.848262604326008 1.2344445288181294 1.6704683899879444 5.3046969078423043 1.467427248135208 2.2640195321291676 3.4020628647413105 2.5876193844014779 4.5845577493309957 2.9162975079379976 428.06425816463889 1.6344811767339704 1.9704915080219505 2.4780619665980339 3.0093921013176441 3.3278839588165283 0.8269295752979815
leaf_count=2 10 25 58 7 61 6 96 51 33 17 21 3 159 52 11 6 66 78 10 124 86 16 35 3417 35 14 43 37 11 43
internal_value=-4.96527e-05 -0.0177823 0.000630153 0.0120944 -0.00716445 0.0274229 0.00792517 -0.0613888 0.000315266 0.0246993 -0.0172675 0.0216095 -0.0330742 -3.69381e-05 -0.0137154 0.00094162 -0.00790354 -0.0270862 -0.0170009 -0.0506869 -0.0122625 0.0196814 0.03411 -3.60387e-05 -0.0420998 -0.0145554 -0.0495332 0.0551465 -0.0041651 -0.07153
internal_weight=493.307 9.94703 6.99392 6.32366 4.71109 3.64866 2.82994 2.95311 483.36 6.88224 3.25175 2.40578 1.68169 476.477 31.8114 444.666 30.5769 18.0352 16.5678 11.2944 7.89232 12.5417 10.8287 435.818 7.7535 6.11902 4.14853 5.27341 6.24418 1.71298
internal_count=4633 314 253 195 188 127 121 61 4319 202 185 164 161 4117 550 3567 539 401 323 276 152 138 62 3515 98 63 49 47 46 76
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 2 1 1 1 1 0 1 0 1 0 1 1 2 0 1 1 0 0 1 0 2 2 2 0 2
split_gain=0.32708 1.57154 0.287549 0.631306 0.742549 0.758908 0.74026 1.44087 0.507325 1.91447 1.01413 1.26053 0.825377 1.56269 0.871961 1.0856 1.11007 0.573682 0.550412 0.403467 1.70752 0.398144 2.83061 2.99782 2.46227 3.69023 2.09331 1.94234 5.84305 3.70013
threshold=0.39587138110000003 0.3733870243500001 0.39614083410000006 0.39672464895000009 0.41160444300000004 49.292797572200008 0.31753540315000006 0.31060447290000009 0.32467590790000006 0.33400197600000009 0.45350438610000005 0.34007963835000005 0.46482141255000003 0.34007963835000005 0.46898296455000005 0.34458549145000011 0.3447052483500001 37.572218886150004 0.47568935060000012 0.35027394390000005 0.36042334060000009 0.47880302985000006 0.47943175355000006 0.34587287805000005 0.47787491390000009 39.852039223600009 41.16018805045001 42.783136484500005 0.47774018740000007 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 7 -6 -8 17 11 -11 19 -14 -15 18 -17 -10 -16 -12 -21 24 23 -23 26 -26 -18 -28 29 -29
right_child=2 -3 3 4 6 -7 8 -9 9 10 12 -13 13 14 15 16 21 -19 -20 20 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.038827812551431716 0.02992786243491204 -0.13377490211906484 -0.042081031404330005 0.073131469040113445 0.05090009748617718 -0.013919019209979075 0.026907581017922996 -0.12735710922903509 -0.018485205544887372 0.055149247416478864 0.074264232744191611 -0.11168305966757164 -0.1005534215441336 -0.049678533484373781 0.049125099883736527 -0.04654548485007981 -0.045808263076996564 -0.1171570631076555 0.011102522945872113 -0.10889438593231765 0.062791286569552365 0.0025187904936164055 8.2215258477911151e-05 0.11033086331641187 0.052032267181190209 -0.074518428495333744 0.035856378696062792 -0.12520552700304413 0.11657277242857658 0.00083549454901802743
leaf_weight=1.1674867160618299 3.2136872336268416 0.96231730160070572 3.5530792016070327 2.7530359937809399 0.71811617165803809 1.5741158574819563 6.9584958031773558 1.2303439378738401 0.87774150259792749 0.62234784848988001 2.0965428166091433 1.6632879790849981 1.538067653775214 3.448891573585569 6.4161930046975604 5.0936044529080382 6.683387452736496 1.7926210490986703 9.3628337383270246 0.79048553341999683 2.1682804673910141 5.4988553859293443 371.85149331038701 4.857355147600174 2.9921282380819312 10.022485522553323 19.007780913263563 3.98150193877518 2.6380773633718482 5.6121969278901815
leaf_count=18 18 170 24 46 16 9 33 62 7 14 9 162 15 24 25 25 43 55 37 70 10 23 3390 26 11 78 99 73 6 35
internal_value=-5.65932e-05 -0.0391599 0.000113713 -8.35141e-05 0.000225911 0.0414646 -0.000147466 -0.0616594 0.00010434 -0.000293323 0.000190139 -0.0662569 0.00051741 7.48176e-05 0.000413144 0.000793659 -0.0001342 -0.0847239 0.0265636 0.0407033 0.0169225 0.000411577 0.00151839 0.0530857 -0.00789331 -0.0454238 0.0049866 0.0158537 -0.0152299 -0.0514731
internal_weight=491.147 2.1298 489.017 485.803 482.25 4.32715 477.923 1.94846 475.975 469.016 466.346 2.28564 464.06 459.005 457.467 454.018 438.239 2.67036 15.779 5.05531 2.95877 433.145 382.208 10.3562 50.9376 13.0146 37.9229 31.2396 12.2318 9.5937
internal_count=4633 188 4445 4427 4403 55 4348 78 4270 4237 4175 176 3999 3910 3895 3871 3809 62 62 89 80 3784 3439 49 345 89 256 213 114 108
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 1 1 0 2 2 1 1 2 2 1 1 1 2 2 1 1 1 0 0 1 2 2 2 0 1
split_gain=0.297643 0.677916 1.49652 0.345282 2.00855 2.31343 3.38959 3.86126 2.23104 1.76567 1.67436 1.36227 1.10297 3.5496 2.57034 3.91191 2.71197 1.60499 1.53423 4.85705 1.4987 2.62044 2.99216 2.6692 2.9146 3.06348 4.42646 2.49745 1.9607 8.06032
threshold=0.66977036620000019 0.57854555250000017 0.58454836680000011 0.58388970390000006 0.46636328255000009 0.46280051495000007 0.45420795785000007 0.58249753000000004 49.960114208400007 40.722669576350008 0.49146732130000009 0.49284452560000008 44.202975721700007 43.895345911700005 0.41861022125000008 0.4172030777500001 0.40206880030000008 44.952171034750002 47.079243513300007 0.3584174126500001 0.44618424600000006 0.43967246490000006 0.57161462230000015 0.55131582885000008 0.43694799560000003 40.300545846000013 36.016191615950007 41.087689990200012 0.5380527529500001 0.40206880030000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -8 -6 10 -5 -12 13 20 15 16 18 -16 19 -14 21 22 23 28 25 26 -25 -23 29 -1
right_child=1 2 -4 9 8 -7 7 -9 -10 -11 11 -13 14 -15 17 -17 -18 -19 -20 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00024975886095490176 -0.11151083097495929 0.11278082064857689 -0.11546354012914595 -0.10730681024640841 -0.12355691604914124 0.065634149161537328 -0.11772232996232607 0.096274160874340806 0.021050130991495559 0.020673936065313349 0.11224951832155071 -0.10129896069384925 0.0084772167112465852 0.054062852067968452 -0.012917103231654218 0.13032226508782097 -0.12097627823636888 -0.14413519223043361 0.0077886728311191439 -0.1187263950915658 0.027839668107921212 0.0069342751794144245 0.080800638241212724 0.054443544181654618 -0.13401003887440038 0.012554897611069439 -0.12042647937674855 -0.12751713886048593 0.018941247200965565 -0.14540892225182278
leaf_weight=281.69475653232075 0.7762715763237783 0.63327284902334191 0.52575704286573455 2.2416047100559839 2.7350443554460062 5.3248354052193454 4.5514207375235847 1.0348894102498887 1.7492916304618118 24.048673761775717 0.83057673973962642 0.46650580561254174 8.8606884951004741 12.668999972054733 1.543596483767032 1.9699150901287783 2.2384393089450887 2.3532137509319 23.487517995119561 4.5396470166742793 18.761671489104629 2.4492581365630022 4.516494993120431 2.0038056322373512 2.6499270657077423 10.61841983348131 5.2141770785674453 3.1691694222390652 51.708777222782373 3.8779433621093622
leaf_count=2080 115 7 101 147 74 22 115 6 33 439 6 151 87 78 23 7 52 97 188 177 102 20 34 19 20 51 80 24 228 50
internal_value=-5.22287e-05 -0.0391915 0.00924503 0.000103209 -0.000548857 0.000107173 -0.000668356 -0.0780785 -0.0671472 0.0109694 -0.054982 0.0354452 0.000304886 0.00197727 -0.0145382 -0.00717827 -0.0141011 -0.0921574 -0.00761566 -0.0346157 0.000270689 -0.00113523 -8.42247e-05 -0.00110532 -0.0361526 -0.0216141 -0.0718803 -0.0689053 0.00102343 -0.00222095
internal_weight=489.245 1.9353 1.15903 487.309 459.722 455.238 449.913 5.58631 4.48434 27.5874 3.53869 1.29708 444.326 399.333 44.993 41.0962 39.1263 3.89681 36.8879 13.4003 386.664 367.903 362.284 357.768 20.4863 17.8364 7.21798 5.61843 337.281 285.573
internal_count=4633 223 108 4410 3667 3560 3538 121 107 743 304 157 3417 2786 631 511 504 120 452 264 2708 2606 2562 2528 170 150 99 44 2358 2130
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 2 1 0 1 1 0 0 2 1 1 2 0 2 0 0 1 1 0 1 2 2 0 0 1 1
split_gain=0.291593 1.52643 2.80588 3.94518 1.58472 2.84535 1.16286 1.32467 3.77875 2.07943 1.51551 1.44918 1.63385 0.995442 5.06066 4.25584 2.765 1.86535 1.09753 4.7709 5.19914 5.44432 3.016 2.6633 3.62485 3.44761 1.12613 5.60202 2.81053 1.37922
threshold=0.34515433670000012 0.34503457980000002 42.686561923500008 0.47787491390000009 0.47721625100000004 41.741384785950011 0.34518427590000006 0.47604862130000009 0.35696536035000009 0.3584174126500001 0.46482141255000003 0.45995628875000011 50.189067467950004 0.34545372890000009 0.34542378970000004 41.909642283050012 0.48001556840000009 41.037275035300006 0.47943175355000006 0.48265022005000008 0.34584293880000011 0.34569324270000007 0.48271009850000007 0.35331277505000008 41.808689985400001 41.243661560350013 0.48458129995000004 0.48368312325000012 0.34566330350000002 0.3584174126500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 8 -8 -10 11 12 -11 14 15 17 -17 -9 23 20 21 -20 -21 24 25 -15 27 -24 -28 -30
right_child=6 2 -4 -5 -6 -7 7 13 9 10 -12 -13 -14 18 -16 16 -18 -19 19 22 -22 -23 26 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0011639036560824035 0.046824960182109167 -0.24949795907008021 0.043921642590052483 -0.17357293333993812 0.083429175971115266 0.041622859594754501 -0.11636891410834614 -0.010500515626612363 0.10080076941325976 -0.11595888726582733 -0.1319224077099049 0.08079213969308463 0.11896809217759854 -0.012094024833446017 0.11862534811257271 -0.12188871400334417 -0.010908446790837651 0.064522769320872225 -0.080532901569690937 0.08840568297899784 -0.130377277430165 0.05278524183969479 0.026634006738784407 0.09618264247080005 -0.040414132500003502 0.10807993370151055 0.13758313182815338 -0.11896203260682719 0.021076056122047639 -0.0015714542123918245
leaf_weight=75.222049152653199 5.4714965336024752 0.55340161541243948 2.302858229726553 2.6790425479412079 1.2032206207513807 0.85354477912187576 3.6500841478700732 5.2694134227931562 1.8530725436285136 1.1908792497124521 1.0286206449382005 1.4496003985404968 0.39397510886192333 4.7543145120143944 4.3473014421761027 3.389566579833625 6.647844024002552 8.9313174262642843 6.2238949835300463 3.9248146489262572 5.7207537908107033 6.0316361635923386 6.6557936966419202 3.9206191897392264 8.9172245515510422 4.7948579043149948 1.5066054761409748 4.382929228246212 29.831002419814467 272.77026924895472
leaf_count=757 23 64 11 20 3 3 79 26 14 98 18 6 1 19 23 45 28 28 31 58 36 20 24 13 79 27 3 32 161 2883
internal_value=-7.25059e-05 -0.00547705 -0.0482116 -0.0883253 -0.000828259 -0.0728852 0.00103794 0.000407826 -0.0363539 0.013013 -0.0270249 0.00853325 -0.057559 0.00131415 0.0192746 0.00145532 -0.0483857 0.0366842 -0.000114232 -0.00153836 -0.0516627 -0.0149195 0.00128561 0.0213268 0.00543404 0.0482481 0.000200623 -0.031175 0.00133952 0.00066118
internal_weight=485.872 82.8141 7.59207 5.28921 2.61017 1.40695 403.058 397.586 9.56623 5.91615 4.06308 3.03445 1.58485 388.02 28.5854 24.2381 10.0374 14.2007 359.435 337.048 17.9763 12.2555 319.071 22.387 18.4664 9.54917 315.147 11.0387 304.108 302.601
internal_count=4633 858 101 90 70 67 3775 3752 216 137 123 105 99 3536 150 127 73 54 3386 3248 87 51 3161 138 125 46 3103 56 3047 3044
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=2 0 2 1 1 1 0 1 2 2 2 2 2 1 1 0 0 0 2 0 0 2 1 2 2 0 0 0 2 0
split_gain=0.314942 4.00183 3.57981 2.33642 2.09959 3.03767 1.87744 2.22779 1.65617 2.30756 1.70678 1.83769 1.56558 1.76083 6.08125 1.39045 1.38279 1.37527 1.26482 3.58223 2.2211 1.7167 1.57206 1.13664 2.89351 1.80508 1.77411 2.91335 1.62151 2.41012
threshold=39.427119987250002 0.56915960600000015 39.788107623550012 0.49146732130000009 0.43540612555000008 0.4289991317500001 0.54450465555000005 0.34524415440000006 40.003678352300007 40.148327922700012 39.896141435400004 39.852039223600009 39.262923716450011 0.42111014640000005 0.41808628485000005 0.54585192060000021 0.50730517050000012 0.62376874945000005 40.467253020850002 0.53998383280000006 0.55688452445000014 40.300545846000013 0.44765126795000004 40.767054867700004 40.890797847750008 0.54413041525000005 0.57403969940000021 0.54504356155000011 41.087689990200012 0.47961138885000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -3 5 12 7 -2 10 -10 11 -4 13 14 15 -1 -9 -5 19 21 -21 -11 -22 26 25 -25 27 -20 29 -26
right_child=2 3 8 17 -6 -7 -8 16 9 18 -12 -13 -14 -15 -16 -17 -18 -19 23 20 22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=0.0033898654452531197 -0.0045699692790341336 -0.12371858632598738 0.053575286728509391 0.11518930446810294 0.048790657149481734 -0.087498873227370155 0.010370840645373044 -0.1463243233892737 -0.053478874251146183 0.010073980283894344 0.068350330656051894 -0.063444883953743134 0.057398705153080612 0.069736601187172342 -0.14458089783230596 0.077488688633952807 -0.0639800885175833 -0.1065355164625803 -0.016878587060678733 -0.13475211656322281 0.08422615646839976 0.075512731011756762 -0.056256276847352488 0.0055767389426188089 -0.13587734783687225 0.088627297708236533 0.060971662881921566 -0.12898277171519176 0.00027703025718090493 -0.015323936589055965
leaf_weight=78.914128038712079 4.8789752349257496 3.6745763697545035 2.6300103112007474 0.78381818532943703 11.570826983544974 3.5176816349849096 5.0369372314889906 2.8178821536712331 8.0060244356282038 7.0542607903480592 7.2016723926644772 2.7402417099801823 5.8169928926508865 3.8763485262170425 2.7820581384003154 2.6163552966900161 7.3811833187937737 0.43498850031755865 13.755088228732353 1.8850030675530423 1.3505648002028467 9.2862012719269824 1.9419296621927058 4.6816570684313756 2.1044847881421429 5.9343467637663707 2.1408588768681502 2.7880677282810202 267.98200913553592 7.8229389642365277
leaf_count=605 21 210 17 36 64 56 37 21 72 34 32 25 24 21 22 18 55 177 145 12 5 45 43 21 28 33 22 19 2656 57
internal_value=-4.79569e-05 0.00454709 -0.0014658 -0.0839231 0.00851538 0.00373686 -0.0424874 -0.0601451 0.000896459 -0.000434017 0.0365327 -0.00613579 0.00715088 0.00383651 0.000806686 0.00576773 -0.0867308 0.0360564 0.000857869 0.0242955 -0.0481895 0.0472625 0.00136892 -0.000783781 0.000764101 0.052002 -0.0246867 -0.0357718 -0.00119316 -0.0408797
internal_weight=483.408 113.988 369.42 4.89338 109.094 97.5236 20.115 15.078 349.305 336.733 12.5719 5.37025 94.0059 88.1889 84.3125 81.5305 10.1991 1.21881 328.727 21.518 5.1775 16.3405 3.29249 307.209 288.525 10.616 18.684 16.5432 277.909 9.92742
internal_count=4633 1233 3400 423 810 746 134 97 3266 3192 74 42 690 666 645 623 76 213 3120 139 60 79 48 2981 2795 54 186 164 2741 85
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=2 0 2 0 0 0 0 0 0 0 0 2 2 1 0 0 0 2 2 0 2 0 0 0 2 2 2 0 0 1
split_gain=0.300848 1.57427 1.05871 0.631897 1.06318 0.714115 1.27819 0.725229 0.650324 1.24246 1.05457 0.358711 1.65189 1.6885 3.13056 1.9728 1.13656 1.75156 1.74672 0.609842 2.4286 2.19963 2.13167 2.74004 2.56816 1.93695 1.52956 1.92033 0.920575 1.52436
threshold=49.247968080500009 0.39672464895000009 49.292797572200008 0.66718062335000017 0.61686775845000008 0.61400856260000014 0.58035687555000015 0.57927906350000014 0.55788748840000013 0.5541600551000001 0.47648274005000008 47.74983977685001 46.095286511800005 0.45824975300000009 0.58984760935000013 0.48634771415000005 0.54191491270000014 48.109449608500007 48.823707093150006 0.61797550970000004 43.477771593600004 0.58887458460000019 0.59751205050000011 0.59930840395000018 44.749265482150008 40.767054867700004 40.722669576350008 0.62376874945000005 0.58249753000000004 0.4529056016000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 4 5 6 7 8 9 10 -4 12 19 14 15 -14 18 -18 -13 21 25 28 -23 -24 -25 26 27 -21 29 -1
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12 16 13 -15 -16 -17 17 -19 -20 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0015502948676009295 -0.12000501000529662 0.10882728399581704 0.011133485811187237 0.071700193420082131 -0.12059950441860878 0.092082645649531045 -0.12304875209924969 0.063704232509016481 -0.10919275826261057 0.12364756750001567 -0.11918623438591205 -0.045012582956755691 0.03360979233471828 -0.14583766594193628 0.092208206864229758 -0.11658162526614763 0.078543933614093731 -0.0065955585315994429 0.023611600944770491 0.099855386516346734 0.10127537185814302 -0.13079306543456035 0.15716644694730744 -0.11093778688231654 0.068717325002093696 -0.11594053302405725 0.15889630547427425 -0.10858333740127207 0.049241069136196129 -0.032750366645487076
leaf_weight=407.84243117767619 1.2937525436282147 0.78412959910929103 1.9360706508159609 0.81297150673344809 0.94297696370631445 0.6525641307234763 0.97792387311346818 1.3824785575270651 0.68184248404577363 0.63870913302525867 0.91413296113023523 6.363369031809273 1.2605377775616933 1.4132162408204747 1.6563770771026609 2.8562311735004187 5.1709109023213369 4.5360790689010173 8.8922973033040744 0.79041096661239851 2.8060687405522913 2.4594004523241884 0.76744396809954185 2.3871135997469541 1.1935181021690366 1.380045572936069 0.68575114011764515 1.0027069033822043 3.9045860008918671 13.381429492961614
leaf_count=3049 18 4 10 40 29 5 75 18 30 8 93 39 21 43 5 61 28 39 41 16 76 72 15 169 4 120 1 239 54 211
internal_value=-3.94455e-05 -0.016374 -0.00258589 -0.0123583 -0.0207673 -0.00766274 -0.0176289 0.000935573 -0.0198703 -0.00241394 -0.0306634 0.000342853 -0.000310367 -0.0478665 -0.023884 -0.0705936 0.0120082 0.0387582 -0.00501258 0.000468829 0.030487 5.6339e-06 -0.0563883 -0.0143027 -0.051054 -0.0209879 0.0318746 -0.016703 0.000908655 0.000460632
internal_weight=481.767 11.0176 9.7238 8.93967 8.1267 7.18372 6.53116 5.55323 4.17076 3.48891 2.8502 470.75 445.787 7.18636 5.77315 4.11677 24.9627 9.70699 15.2557 438.601 6.66498 431.936 6.80748 4.34808 3.58063 3.85891 2.47887 1.79312 425.128 421.224
internal_count=4633 330 312 308 268 239 234 159 141 111 103 4303 4156 130 87 82 147 67 80 4026 452 3574 260 188 173 376 256 255 3314 3260
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 1 2 2 1 1 0 1 0 1 1 2 0 2 1 0 0 2 0 1 2 1 1 2 1 2
split_gain=0.27612 1.35881 0.286934 0.472414 0.513431 0.676035 1.33461 0.593926 0.38407 2.02937 0.802417 1.0893 0.759869 2.03885 2.02411 1.41971 0.462618 3.01945 1.88299 1.60914 1.49714 4.42124 1.48292 0.483698 2.04527 1.2076 1.57593 2.94793 1.09123 1.94608
threshold=0.39587138110000003 0.3733870243500001 0.39614083410000006 0.39672464895000009 0.41160444300000004 0.31753540315000006 35.119813570500007 49.292797572200008 0.32467590790000006 0.3298553935500001 0.45350438610000005 0.34007963835000005 0.45995628875000011 0.35027394390000005 0.34007963835000005 50.189067467950004 0.47568935060000012 42.055256506450007 0.3447651268000001 0.47076434840000009 0.47673722340000008 41.489621506400006 0.47396784530000008 0.3447651268000001 41.529896397300007 0.34491482290000003 0.34506451900000007 41.319407281650008 0.34545372890000009 41.909642283050012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 7 6 -6 -5 -7 -10 11 -11 13 -12 -14 -15 17 22 -19 -20 21 -18 -16 24 -22 -25 27 -27 29 -28
right_child=2 -3 3 4 5 8 -8 -9 9 10 12 -13 14 15 16 -17 20 18 19 -21 23 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=0.033564990586691969 0.030265625957720095 -0.13078098713310596 -0.036757321876981795 0.062812563326841028 0.054118753848996642 0.02360468778661419 -0.12364262813624674 -0.014327527617933676 -0.11253598384217578 0.048435727117576016 0.11607111286567562 -0.11124964240733722 -0.08865138511170699 -0.11981079495065523 -0.063476251167743358 0.11664949536250475 0.051586519723802453 0.10001336482924623 0.074429147211870744 -0.03967406192329509 0.0091003777143432319 -0.13513076586340808 0.018993136490146972 0.036570165978733631 -0.070733566548415491 -0.095366611289112876 0.036859544483541083 0.010167796555164971 -0.00028524335825441818 -0.010066657979220395
leaf_weight=1.1780958846211427 3.134347189217805 0.87803118678857561 3.4879750146064898 2.726493500173091 0.65473316609859367 6.8516022805124512 1.1900252341292796 1.5744629651308057 1.6038692765869189 0.6135717593133444 1.8538455814123147 1.4062966837664133 2.5558101804926983 0.8633396408986298 4.8372153257951158 0.3597007691860199 2.2503914795815936 4.7004203498363477 2.2523418664932251 2.7388354390859604 9.6715614125132543 2.9054952589794993 3.9697583019733429 9.4368722103536111 4.8025385513901702 4.8277221843600255 21.802779674530029 5.8592165177688003 353.82360143464757 14.861459501087664
leaf_count=18 18 170 24 46 4 33 74 9 52 15 5 162 27 73 36 1 9 12 7 38 38 61 32 39 25 31 91 27 3371 85
internal_value=-4.87892e-05 -0.0366159 0.000108631 -9.05805e-05 0.000180957 -0.000136 -0.0605524 0.0345737 0.000103764 -0.000247809 0.000146798 -0.0627423 0.000426365 0.0499529 8.86985e-05 -0.0502669 0.00059412 0.0160787 0.054592 0.0118167 -7.16539e-05 -0.0536342 -0.026303 0.000578009 -0.0173887 0.00121134 0.000379588 -0.0375064 0.00141646 0.0178385
internal_weight=479.672 2.05613 477.616 474.482 470.994 466.693 1.84476 4.30096 464.848 457.997 456.393 2.01987 454.373 3.07689 451.296 1.22304 448.74 18.4986 9.6916 4.99118 430.242 5.15589 8.80697 425.086 14.4741 410.612 401.175 10.6869 390.488 36.6642
internal_count=4633 188 4445 4427 4403 4348 78 55 4270 4237 4185 177 4008 79 3929 74 3902 125 57 45 3777 70 68 3707 63 3644 3605 58 3547 176
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 2 0 1 1 2 2 1 0 0 2 2 0 1 1 0 2 2 2 0 0 2 0 0 0 0
split_gain=0.29465 3.50533 1.8721 2.99053 2.39469 2.61936 1.58243 3.68459 1.58167 1.38289 1.87978 2.77535 3.57503 4.33611 1.46768 1.49854 1.21967 1.35676 3.52366 1.59388 2.48373 1.95468 5.42585 3.00187 2.68225 1.8476 2.53237 5.08578 2.53506 3.96217
threshold=39.476991512000005 39.788107623550012 0.57161462230000015 0.44720217960000008 0.55131582885000008 36.016191615950007 0.51809826055000008 0.39019789825000006 0.49146732130000009 40.003678352300007 40.148327922700012 0.38045268105000002 0.53998383280000006 0.57403969940000021 39.896141435400004 39.852039223600009 0.54695967185000016 0.3459626957000001 0.34512439750000007 0.49194634890000005 38.060777288450005 38.751720283100006 38.396531328800009 0.49820364660000011 0.52252926560000013 36.558960102350007 0.50035927070000008 0.5116313883000001 0.5218855723000001 0.52863686715000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 16 -6 -2 -8 -4 14 11 -11 -13 -14 15 -3 17 18 -1 20 -19 22 23 -21 -23 26 -25 -28 -29 -30
right_child=1 9 8 -5 5 -7 7 -9 -10 10 -12 12 13 -15 -16 -17 -18 19 -20 21 -22 24 -24 25 -26 -27 27 28 29 -31
leaf_value=0.0060464342332230761 -0.014199067270450148 0.049064811386055063 -0.10930625304187443 0.05685274595431259 0.037109012104133775 -0.097535549253681145 -0.18547750607747587 -0.037290747543258 0.03387070954862282 -0.14179928982199946 0.00069926817600491785 0.074398038958310486 -0.20217155169327358 0.035458339617162465 0.063550045001528652 -0.057017627149831822 0.067481613671087931 -0.1438280262637131 0.11652959827584304 0.075664754572868323 -0.0041689060703000115 -0.021126696766305131 -0.10823059952361294 0.084179099731845078 0.066259239861691507 -0.026613294336277057 -0.10243001704366297 0.083775061938042197 -0.093682874200254992 0.049375115095716328
leaf_weight=14.722343897941757 8.269725742517041 2.5656157720950414 2.5532562571461308 10.728594676125793 2.0876502003520718 4.6923061106353998 2.2519783675670606 6.5822465242817998 1.1056851269677279 2.275662916712462 324.78810611041263 2.6301977420225739 1.5499472022056582 1.5218635648488996 7.0389775943476707 2.7686184586491436 3.0667580589652053 1.9871506146155287 3.5907689211308016 5.0395016223192206 3.5453019049018621 5.6309581957757464 4.8605558704584828 4.2339238133281496 9.3363582789897901 21.487075078301132 3.9040858950465944 4.9801372420042744 3.1898613069206458 4.9253453901037574
leaf_count=223 39 17 201 52 25 71 16 62 215 18 3120 13 14 27 32 25 17 46 17 27 19 27 32 18 33 126 23 22 26 30
internal_value=-4.48499e-05 -0.00144794 0.00434929 0.00664867 0.00133055 -0.0560765 -0.0456369 -0.0750658 -0.06604 0.000741917 -0.000478668 -0.048435 -0.0111734 -0.0844429 0.0335684 -0.00599498 0.00544925 0.00336862 0.0277096 -0.00272761 -0.0543318 0.00149648 -0.00757333 0.00267062 0.0333832 -0.00594011 0.0149801 -0.00225479 0.0276102 -0.00685699
internal_weight=477.911 362.243 115.668 112.009 101.28 6.77996 17.104 8.83422 3.65894 345.139 332.766 7.97767 5.70201 3.07181 12.3732 5.33423 94.5001 91.4334 18.3131 73.1203 5.53245 67.5878 52.6205 47.7599 14.9673 42.7204 21.2334 16.9994 13.0953 8.11521
internal_count=4633 3383 1250 834 782 96 117 78 416 3266 3192 72 54 41 74 42 686 669 240 429 65 364 304 272 60 245 119 101 78 56
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 1 2 1 0 0 1 2 0 1 2 2 0 0 2 1 0 0 1 1 1 2 2 0 1 0
split_gain=0.31096 0.59573 1.07653 0.53299 0.952552 0.472179 0.431037 1.2014 1.65393 0.944263 1.08714 0.779641 3.0369 2.99388 1.94284 1.55728 2.5549 1.7552 1.72588 1.7747 1.3879 2.20217 0.823712 0.560271 1.01756 2.31969 4.04133 3.98304 0.862401 0.692276
threshold=33.036871954450007 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.40206880030000008 0.31753540315000006 35.119813570500007 0.34377713240000007 0.49877249185000011 0.54450465555000005 0.43643902880000007 37.041406607950009 0.5296248615500001 0.46280051495000007 36.859113051050009 37.765550062200006 0.52324780695000006 0.54986377655000018 37.572218886150004 0.46551001470000003 0.5195503128500002 0.50035927070000008 0.36476452800000009 0.34515433670000012 0.34503457980000002 42.686561923500008 40.621691032550004 0.47787491390000009 0.34518427590000006 0.47697673720000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 7 -2 -9 -10 -11 12 14 -14 20 16 -13 -18 19 -19 21 22 -8 24 -17 26 -26 -28 -25 -30
right_child=6 2 3 4 -6 -7 11 8 9 10 -12 15 13 -15 -16 23 17 18 -20 -21 -22 -23 -24 28 25 -27 27 -29 29 -31
leaf_value=0.024765220990005776 0.087124742871974067 0.10905065651793185 -0.15560555793033598 0.10769527919107831 -0.1023641839758946 -0.1175462772207217 -0.018566872990683419 -0.069963680842967432 0.049119702505451952 0.014932874399994448 -0.110803205952536 0.071139854486245269 -0.1422289619036454 0.081363009273566364 -0.074252999522795862 -0.0044995927106423854 -0.065242911953587363 -0.12933212339437986 0.094438773823519284 0.066675213312372347 0.048020963268553207 -0.069456386342516288 0.059207025004050146 0.041504353037021616 0.077814734842020436 0.041237735894300021 -0.019494996620017108 -0.22036774448772967 -0.025449865100464458 0.0013218807956066865
leaf_weight=0.30589908454567127 2.1037627607583991 0.64673131704330433 0.34593058377504327 0.38871604204177856 0.48550266565871425 0.98027814130182378 2.278491103556016 2.35197929595597 5.7638667635619623 2.8648721287027006 0.90483626650529903 7.9628526670858246 3.1154126692563291 0.74136126626399335 3.1146683613769701 67.408391401346307 3.2669881004840136 0.98264466552063801 2.1521801565540954 0.87172678753267974 6.4280588012188664 3.9374558925628662 3.3847290426492691 5.2178760552778831 1.2374791433103371 2.2607440426945686 1.8093388518318536 2.172242596745491 9.9495744151063246 330.56371649395442
leaf_count=14 19 3 3 2 162 75 64 28 26 21 69 44 72 55 27 591 24 21 18 22 30 20 15 23 5 11 63 18 218 2870
internal_value=-3.15087e-05 -0.0313314 0.00474725 -0.050538 -0.00896252 -0.0836995 0.000177208 0.0174689 0.00513971 0.0236681 -0.0152473 -0.000349971 -0.0182938 -0.0992494 -0.00198387 0.000596927 0.0320032 -0.0108425 0.0335162 -0.0371905 0.0120593 -0.0120185 0.0279161 -0.000540723 -0.00838254 -0.0433759 -0.080028 -0.129086 0.00115788 0.000539628
internal_weight=475.998 3.15306 1.86688 1.22015 0.874219 1.28618 472.845 13.9893 11.8856 9.53358 3.76971 458.856 23.0002 3.85677 19.1434 435.856 15.2364 7.27354 4.00655 1.85437 16.0287 9.60068 5.66322 420.619 74.8882 7.4798 5.21906 3.98158 345.731 340.513
internal_count=4633 259 170 167 164 89 4374 163 144 116 90 4211 283 127 156 3928 129 85 61 43 129 99 79 3799 688 97 86 81 3111 3088
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 1 1 1 0 2 0 0 0 1 2 2 0 2 2 1 0 2 2 1 0 1 2 1 1 1
split_gain=0.277934 1.67249 0.767241 2.70848 1.10783 0.90907 1.587 0.920171 0.762009 2.48256 0.891682 0.705266 1.92883 0.650379 1.7408 3.98842 1.71763 1.21282 2.34688 0.646448 1.21701 0.619865 0.768424 0.569254 0.455334 0.939609 0.518613 2.21824 0.389524 0.759718
threshold=48.96897326980001 0.39614083410000006 0.31100865245000009 0.36042334060000009 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.4529056016000001 0.39614083410000006 44.952171034750002 0.39672464895000009 0.61797550970000004 0.66718062335000017 0.32467590790000006 48.823707093150006 42.055256506450007 0.4560492201000001 39.476991512000005 35.771221912400001 0.48616807880000007 0.61400856260000014 34.515670600900002 34.424709467050008 0.33400197600000009 0.46482141255000003 0.34269932035000011 42.957059535450007 0.3584174126500001 0.34458549145000011 0.3447052483500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 -4 -5 -6 -7 -8 9 -1 -10 19 -13 14 15 17 21 18 -12 -9 -21 22 -15 -18 26 -26 -25 -28 -27 -30
right_child=1 2 3 4 5 6 7 11 10 -11 13 12 -14 16 -16 -17 23 -19 -20 20 -22 -23 -24 24 25 28 27 -29 29 -31
leaf_value=-0.10749173690923759 -0.12496528332457391 0.039279362948751617 -0.14816295016775824 0.11234946555769375 -0.11166150404902325 0.10174964888140636 -0.11659509746821187 0.05778155249163186 -0.064246524150672099 0.086680753194839089 0.06722263283378753 -0.14174656277882561 0.061959218979278009 -0.11529965172490275 0.120091607675314 -0.12332377366276222 -0.06347646741390868 0.073642723548766317 -0.16247215307367691 -0.10675751143542563 0.073614418765287334 -0.1098336117337925 0.08417603276105165 0.057793176456552402 -0.049255046308822423 0.016411604381208863 0.13041142854939866 -0.14697091570751791 -0.038102911610198811 0.00050872634809306298
leaf_weight=0.84084972765413057 1.2333976123481978 3.2252463400363913 1.3606308978050936 0.84108604863285918 0.76890919276047309 1.3293010639026759 0.82967404782539222 2.1191243920475249 2.1477235225029281 3.0354833845049143 1.1374950408935527 1.0692063837777821 0.82230753917247046 0.34722144040279035 1.6335834860801686 1.8211883893236516 1.3964880499988783 4.3780650161206722 0.73048686096444715 0.85333972726948537 0.66604097187519073 1.9355877526104448 0.43512358888983727 2.777189076528884 3.8135152012109748 15.040284454822539 0.52566808462142922 0.63847945583984256 5.1597170308232299 411.62333614873933
leaf_count=173 16 12 18 3 39 12 95 21 16 17 7 27 43 41 4 53 31 22 45 66 8 177 9 20 25 63 1 62 25 3482
internal_value=-2.78353e-05 -0.0133689 -0.00345572 -0.0163859 0.00289572 -0.00798877 0.00237863 -0.0183919 0.000411184 0.0445611 3.54998e-05 -0.00365834 -0.0531885 0.000340004 0.0259543 0.00689188 -0.000220023 0.0448595 -0.0226011 0.0220904 -0.027689 -0.0794722 -0.00435554 0.000268445 0.000470955 0.000164825 0.0343076 -0.0217196 0.000601261 3.07196e-05
internal_weight=474.536 15.1183 13.8849 10.6596 9.29899 8.4579 7.68899 6.35969 459.417 3.87633 455.541 5.53002 1.89151 453.393 9.70082 8.06724 443.693 6.24605 1.86798 3.63851 1.51938 2.71793 0.782345 440.975 439.578 435.637 3.94134 1.16415 431.823 416.783
internal_count=4633 360 344 332 314 311 272 260 4273 190 4083 165 70 4067 131 127 3936 74 52 95 74 227 50 3709 3678 3595 83 63 3570 3507
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=2 0 2 1 1 2 2 1 1 1 2 2 1 0 0 0 1 2 1 2 0 1 1 1 2 0 1 0 0 1
split_gain=0.270113 1.85425 1.02569 0.880223 1.20174 1.21293 0.766054 0.550817 1.27344 1.87716 0.319972 0.285731 1.86062 1.9331 6.01489 1.78008 1.62736 1.52657 2.3585 1.28242 2.19092 1.52151 1.74454 3.24629 1.11198 1.92439 2.7925 0.869354 0.943585 0.619355
threshold=33.96174662340001 0.49877249185000011 34.424709467050008 0.36551300860000008 0.38334181610000007 33.361153777850006 33.672706184800013 0.38512319990000005 0.43121463430000007 0.43643902880000007 31.914316944300001 37.041406607950009 0.38772791230000009 0.52863686715000002 0.5296248615500001 0.5195503128500002 0.36618664115000005 35.119813570500007 0.46280051495000007 37.765550062200006 0.52324780695000006 0.40272746325000003 0.42307116555000007 0.4529056016000001 35.771221912400001 0.50291907430000016 0.36265381275000008 0.49194634890000005 0.47787491390000009 0.36476452800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -3 -5 7 10 -6 -9 -10 -1 12 15 -14 -15 16 24 -16 -19 20 -13 -22 -23 -24 29 26 27 28 -26 -4
right_child=2 3 11 4 5 -7 -8 8 9 -11 -12 19 13 14 17 -17 -18 18 -20 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.11034730332359631 0.058461113766718642 0.12221472748134635 0.0077395151101199823 -0.14286727120296955 0.10700240046723604 -0.11935579574993012 -0.20262423458395046 -0.073671842050504269 0.13310476285231684 -0.11155104365555235 -0.0051893576936131603 0.066962303536088494 -0.094430114383043481 0.2724522018802526 0.026034325158198403 0.075107154360236877 -0.075770626146449541 -0.12909848723893524 0.074069737159971616 -0.0004948861429416167 -0.092291355711510495 0.089971453972048976 -0.14179995258325195 0.05360651376069419 -0.11558464049631303 0.059997579249703718 -0.1118632640183382 0.10919527714937255 0.11230818043002451 0.07304354261240345
leaf_weight=0.62980403078836278 3.0086171661969265 0.61866644024848927 2.7767012114636653 0.5547233186662196 0.83909487724304233 0.58366583217866708 0.5807639609556644 1.0180600648745897 1.1971532907336948 0.42492439885972988 0.53527821676107123 7.5902988743036968 4.3565158192068321 0.68295830488204945 2.0115551651688293 3.3524840399622908 2.7022216171026221 2.5927655682899062 0.73288726140162896 418.62639993129415 1.712839890271425 2.0067636072635651 1.4461807492189112 2.0629225837183185 0.49552593869157113 2.2013642936944962 2.995927594602108 0.98428642749786377 0.28686469793319702 3.0448969751596451
leaf_count=78 36 2 31 7 5 25 7 19 8 149 14 44 36 1 41 10 14 70 55 3799 16 7 26 36 55 6 17 5 1 13
internal_value=-3.09551e-05 -0.019554 0.000261767 0.0102025 -0.00480482 0.0140454 -0.108802 0.0364244 0.0139931 0.069014 -0.0620342 -0.000116693 -0.00968855 -0.0436923 -0.00697562 0.00903971 -0.00526123 -0.0427317 -0.0843255 0.00052851 0.0294387 -0.00996183 0.0156039 -0.0269249 0.00964088 -0.0173229 -0.0530619 0.0466534 -0.0320274 0.0418958
internal_weight=472.653 6.98213 465.671 5.23629 4.61762 4.0629 1.74585 3.47923 2.64014 1.62208 1.16508 462.662 29.217 10.3767 6.02017 18.8403 15.4878 5.33721 3.32565 433.445 14.819 7.22871 5.51587 3.5091 12.7856 6.96397 4.7626 1.76668 0.782391 5.8216
internal_count=4633 314 4319 215 213 206 99 181 176 157 92 4283 355 203 167 152 142 166 125 3928 129 85 69 62 128 84 78 61 56 44
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 1 1 0 1 2 2 2 0 1 2 2 1 1 1 1 1 0 2 2 1 2 2 2 1 0
split_gain=0.256889 0.514714 0.735583 0.632292 0.987449 0.796722 0.641424 1.12626 0.27002 0.843504 0.995986 1.32521 1.32057 0.392292 1.95654 0.310412 0.87542 0.862209 0.465443 0.863791 0.354776 1.35977 1.2821 0.734124 0.565061 7.00945 0.390827 1.14477 1.67832 2.39101
threshold=49.292797572200008 0.66718062335000017 0.61686775845000008 0.61400856260000014 0.58035687555000015 0.39670967935000007 0.3975479776000001 0.57927906350000014 0.31100865245000009 48.823707093150006 45.044778924400006 44.952171034750002 0.41973294215000007 0.31168228495000011 48.823707093150006 33.036871954450007 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.40206880030000008 0.32467590790000006 0.4560492201000001 42.081757894750005 34.515670600900002 0.34007963835000005 37.572218886150004 47.74983977685001 46.095286511800005 0.45824975300000009 0.58984760935000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 -7 -8 9 10 11 12 -1 14 -10 16 -15 -18 -19 -20 22 23 -17 -22 25 -23 27 -26 29 -29
right_child=1 -3 -4 -5 -6 6 7 -9 13 -11 -12 -13 -14 15 -16 20 17 18 19 -21 21 24 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.10635785822257518 -0.041905410883846916 0.058843315640159849 -0.11640816463361758 0.084279799472178341 -0.12335238707221784 0.13148924762964226 -0.10654133411374569 0.060667234587298773 0.01873562941020333 0.055361061592464372 -0.12239851987907671 0.13222527659691954 0.10848308499431483 -0.1131109817957589 -0.12121209430614649 0.051372735426286092 0.10778135639582578 -0.14506228129208995 0.10743421063802781 -0.10200182181192315 0.022649139759326704 0.11069710313351662 -0.033131830617870547 -0.10865713496308943 0.00094688571933901659 -0.15392097849279288 0.016341101262066469 -0.062490174423586099 -0.14274755713219053 0.084199878709778936
leaf_weight=0.93801531527424209 3.0750966903869976 0.80514586274512101 0.79298299085348833 0.59004907123744477 0.86314205406233657 0.53541165590286288 0.59208771455450904 1.2602555416524408 2.8897604162339112 3.2938683554530144 0.70293807145208109 0.65835744142532338 0.41166965663433075 0.9116017771448236 1.5267907083034513 5.0887886150740078 0.5760814994573592 0.3186172656714914 0.37734968960285187 0.41186947948881425 0.56383242644369547 1.7980807945132244 2.7741570277139544 1.7391823329962788 413.49499359860783 2.2582188546657562 15.750377587042747 3.4887026827782384 1.306583010824397 1.6304880082607267
leaf_count=159 58 40 29 5 75 1 88 18 46 17 21 3 2 88 12 31 3 3 2 162 17 10 33 177 3273 42 106 64 43 5
internal_value=-2.48161e-05 -0.0172373 -0.0251833 -0.0147236 -0.0239581 -0.00825355 0.0350854 0.00722026 0.000291769 0.0213592 -0.0199534 0.0159087 -0.0408289 1.4891e-05 -0.0296439 0.000304378 -0.0341788 0.00855168 -0.0430483 -0.00186408 0.000503318 0.000128787 0.0215583 -0.0765103 0.000530173 -0.0366208 0.000876066 0.000296004 -0.0415879 -0.0157687
internal_weight=471.424 8.51417 7.70903 6.91604 6.32599 5.46285 2.38775 1.85234 462.91 6.00485 2.71098 2.00804 1.34968 456.905 4.41655 452.489 2.59552 1.68392 1.10784 0.789219 449.893 442.03 7.86295 2.30301 439.727 4.0563 435.671 419.921 6.42577 5.11919
internal_count=4633 314 274 245 240 165 107 106 4319 202 185 164 161 4117 58 4059 258 170 167 164 3801 3737 64 194 3543 52 3491 3385 112 69
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 2 1 1 1 0 2 2 0 1 1 1 1 0 1 1 2 0 1 0 2 1 1 2 2 1
split_gain=0.25323 3.53923 3.12856 3.00147 2.3535 1.853 1.6537 1.19583 3.86468 3.05619 1.01086 1.40164 1.89259 1.38329 1.25439 1.20075 2.10096 0.894986 4.95206 3.5012 8.18722 1.67732 4.78157 8.13047 4.01641 2.77636 8.53762 1.90365 3.28438 7.18186
threshold=0.39563186730000005 0.39814676205000005 36.558960102350007 0.39431454150000006 0.39170982905000007 48.109449608500007 0.39394030120000006 0.39019789825000006 0.38976377950000002 0.52324780695000006 37.232443001650005 34.424709467050008 0.54413041525000005 0.46280051495000007 0.46551001470000003 0.43540612555000008 0.43643902880000007 0.5218855723000001 0.38334181610000007 0.38334181610000007 36.772607578000013 0.50291907430000016 0.37227927305000003 0.5132031975000001 43.084051236300006 0.37323732825000006 0.36618664115000005 38.621016321050007 39.788107623550012 0.34560342505000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 -4 -6 8 17 -9 11 12 -3 -13 -15 -14 -17 19 -19 21 -21 25 -23 24 -24 26 27 -1 29 -29
right_child=1 10 5 -5 6 -7 -8 9 -10 -11 -12 13 15 14 -16 16 -18 18 -20 20 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.025761862284897564 0.046645540267671877 0.10235957471776601 -0.11265727811035858 0.064070701686684578 -0.110339486086588 0.057705031162675426 0.016968528680544062 0.064935692664726735 -0.11980059872571668 -0.024626938126920267 0.0020375387678657898 -0.11665426115576848 -0.14808728869006849 0.12295351762308115 -0.10433453846316454 0.13979459012218584 -0.1092075260162384 -0.067374664604516007 0.072580725635289001 0.054406442809253858 -0.13717559725963771 0.059094834565220314 -0.15263525991208926 0.05412763602624468 0.010511454230225866 0.080867314664743978 -0.17821542286352143 -0.00919536368392764 0.00013575543522078394 -0.16608769177800395
leaf_weight=24.487366150700836 1.98840858787298 1.3378343470394605 6.3155856225639582 7.5247264176141462 3.2190953036188139 0.71025304193608452 1.4938401066465301 9.2545076645910722 2.6793284257873884 6.476221799850463 152.31111113211955 2.6882633217610423 0.78089589811861548 0.54641964659094799 0.43701931333635002 0.63767909072339513 0.72309844366100151 3.7095610061660391 7.9384550079703331 3.7163203954696638 5.5796954594552517 17.117967821657661 4.5266287699341756 7.2303651161491871 2.2635354027152061 4.0480672866106024 2.7369042572099707 11.951366909896022 171.37249730859185 3.8599787272978565
leaf_count=313 12 7 181 35 91 10 16 35 16 37 1692 90 26 3 83 2 182 36 30 17 34 84 48 34 17 14 23 59 1375 31
internal_value=-2.905e-05 -0.0031337 -0.0640942 0.00170762 0.000109639 -0.0954351 -0.0699872 0.00125296 -0.000290671 0.0280634 0.000312338 -0.0364321 0.00904602 -0.0795297 0.0219515 -0.049244 0.00747829 0.000892917 0.0280089 -0.000327087 -0.0605858 0.00191721 0.0236304 -0.0196688 -0.0982495 -0.00117776 -0.00272679 -0.000457725 -0.00388777 -0.047497
internal_weight=469.663 168.477 9.01425 301.186 293.662 7.02584 4.71294 288.949 273.218 15.7307 159.462 7.15121 3.47951 3.6717 0.983439 2.14167 1.36078 270.539 11.648 258.891 9.29602 249.595 31.1385 14.0205 6.79016 218.456 214.408 211.671 187.184 15.8113
internal_count=4633 2288 203 2345 2310 191 107 2203 2131 72 2085 393 217 176 86 210 184 2115 66 2049 51 1998 183 99 65 1815 1801 1778 1465 90
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 1 1 1 0 2 2 1 2 0 0 1 0 1 1 2 0 0 2 1 0 1 0 2
split_gain=0.264734 1.53847 0.781354 2.34543 1.09251 0.778508 0.577349 0.541453 0.992444 1.40211 0.455249 0.337081 1.48694 2.73667 2.43362 1.33592 2.57616 0.976963 2.80065 1.09294 1.47114 0.968005 1.76505 1.39737 1.27161 1.65802 0.564752 0.465836 2.45616 0.889468
threshold=33.96174662340001 0.49877249185000011 0.36551300860000008 0.38045268105000002 33.361153777850006 34.424709467050008 0.34007963835000005 0.38512319990000005 0.43121463430000007 0.43643902880000007 0.42314601355000009 37.041406607950009 36.558960102350007 0.3975479776000001 36.257608591500009 0.50452082270000009 0.52507409960000018 0.36510882910000009 0.5195503128500002 0.36476452800000009 0.36042334060000009 37.765550062200006 0.52324780695000006 0.54986377655000018 37.572218886150004 0.48522499325000007 0.4560492201000001 0.34422622080000004 0.47568935060000012 38.983591653800012
decision_type=2 2 2 2 2 2 2 2 2 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 7 -2 10 -5 -9 -10 -1 12 13 14 17 -14 -17 19 -19 20 26 22 -13 -24 25 -25 -7 28 29 -23
right_child=5 2 3 4 -6 11 -8 8 9 -11 -12 21 15 -15 -16 16 -18 18 -20 -21 -22 27 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.1147530399998183 0.052813152215915239 0.11928443203535273 -0.25432037988308015 0.10572848091356601 -0.11962360680062281 0.0067269480307181372 -0.15638828018911025 -0.0648586842760768 0.12336095651807591 -0.11014120019597573 0.051117033560713558 0.06154862099655084 -0.0076197096341382763 -0.11160435085265988 0.10296926517687258 -0.21894476323516959 -0.036509419231702082 -0.082863880433873049 0.023766416024526414 0.090978031954965982 -0.090226090581882967 -0.057128226203674359 -0.057777548623982614 -0.12359779635361111 0.08289927510503152 0.075167753902388987 0.10784807182172203 0.00067217801149401825 -0.094698107393667186 0.0038040526443085527
leaf_weight=0.34045241185231023 2.8001404071692368 0.56029479205608357 0.34963470324873913 0.86400178074836809 0.50921214526169922 1.4185841022990748 0.92681691292091273 0.96430821204558048 1.063876223284751 0.3391317075875121 0.32193624321371317 7.095807019621132 3.8330194882582864 1.8846943168318819 2.6824078373610964 1.1135802492499354 2.5384263994637877 4.0652242824435216 6.250422615557909 2.0854196101427078 1.2008379511535165 2.6624995083548191 3.2108838763087988 0.92187177296727918 2.139197937794961 0.77037115825805813 0.90441530942916859 385.38841113838134 3.226343633607029 23.909459085611161
leaf_count=57 36 2 6 6 25 60 36 19 8 149 6 44 28 116 14 8 56 23 29 8 7 27 24 24 18 19 6 3390 22 360
internal_value=-3.16477e-05 -0.0204913 0.00853586 -0.00663513 0.0165165 0.000245816 -0.105433 0.0379703 0.0132406 0.0669194 -0.0341363 -7.6063e-05 -0.0107116 0.00322165 0.0148521 -0.0488569 -0.0921381 9.57822e-06 -0.0182548 0.0335985 -0.000358906 0.000617001 0.0263489 -0.0091182 0.0316601 -0.0331124 0.0460965 -0.000259233 -0.0123054 -0.00230134
internal_weight=466.342 6.23967 4.65046 4.09016 3.74053 460.102 1.58921 3.23132 2.36732 1.40301 0.662389 457.302 27.977 20.492 18.6073 7.48503 3.65201 15.9249 10.3156 5.60926 3.52384 429.325 14.1381 7.04232 3.83144 1.69224 2.323 415.187 29.7983 26.572
internal_count=4633 314 215 213 207 4319 99 182 176 157 63 4283 355 263 147 92 64 133 52 81 73 3928 129 85 61 43 66 3799 409 387
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=2 0 2 1 1 0 2 0 0 2 1 2 2 0 0 2 2 2 2 2 2 0 1 2 1 0 1 0 0 0
split_gain=0.255953 1.29999 0.758808 0.576862 0.823915 0.388429 1.6728 0.568216 0.2946 1.50269 0.404949 0.917591 0.649752 0.451575 0.516017 1.16793 1.8923 1.71193 1.33529 1.21181 0.925701 0.856609 1.23171 2.48029 0.816814 0.291172 1.72541 0.655956 0.729269 1.52695
threshold=49.247968080500009 0.39672464895000009 49.292797572200008 0.50491003265000012 0.50214065445000011 0.58035687555000015 52.834037000700008 0.5796383342000001 0.39614083410000006 44.952171034750002 0.31118828780000007 48.96897326980001 41.489621506400006 0.41160444300000004 0.43572048740000008 48.823707093150006 39.571921479100006 41.489621506400006 41.243661560350013 39.476991512000005 42.154118731400011 0.4413939702500001 0.33894194785000004 37.572218886150004 0.32012514595000008 0.45995628875000011 0.34446573455000007 0.46735127690000006 0.47396784530000008 0.47449178170000011
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -4 9 -1 11 12 -10 -12 15 16 19 18 -18 24 -19 -16 23 -23 -15 26 -24 -27 -29 -30
right_child=1 2 3 -5 -6 6 -8 -9 10 -11 13 -13 -14 14 21 -17 17 20 -20 -21 -22 22 25 -25 -26 27 -28 28 29 -31
leaf_value=-0.1061881105836807 -0.11718697211916616 0.095395900424048385 -0.013174884486991218 -0.10583728010380296 0.10894558819673678 -0.12226013819270712 0.092875916159466665 0.087402406399194291 0.0017397047996730631 0.057289305852680363 0.04023832991146975 0.037130676894878215 -0.12012192801981963 0.027134556167949842 0.060774819250882607 0.046015802655656531 -0.15605652336760401 0.034326428823455608 -0.4666473720108586 0.11737029596811151 -0.11892309717303491 0.046920265619865231 0.10361972126971548 -0.13691541879100469 -0.13712298752389343 0.048236407179093943 -0.11591338720037195 -0.033616906893297736 0.070538206829422773 0.00040944191187727744
leaf_weight=0.68516455672215615 1.1248468253761519 0.72035138681530764 4.2579333891335409 0.60286812344565976 0.59263310208916653 1.1648828892502932 0.52400504203978915 0.64707496762275685 0.6703254163730884 3.1351227723062038 2.8173195552080861 1.0851690396666525 1.2599016940221188 0.694598814472555 2.3428194578737012 1.5188586786389349 0.42310451017692718 0.6083168601617216 0.20572322933003306 0.74135625362396229 1.1196174436481667 1.2259386535733932 0.5398884117603292 1.8286108057945965 0.53663455083733425 2.8892679146956644 1.0627012970217036 6.2009400883689514 3.1278558708727351 420.98181041852513
leaf_count=173 18 4 153 69 2 68 10 6 20 20 31 4 37 33 23 6 66 7 3 2 47 9 2 59 53 20 91 36 18 3543
internal_value=-2.40942e-05 -0.0161536 -0.00279864 -0.0118795 -0.00399754 -0.0141484 -0.0555107 9.34002e-05 0.000316921 0.0279698 8.31382e-05 -0.0364405 -0.0778021 0.000328498 7.64199e-05 -0.0294326 -0.055902 -0.116387 -0.257667 0.0163622 -0.0649718 0.000468458 0.000145779 -0.0631333 -0.0444573 0.000590324 -0.041956 0.00074772 0.000428864 0.000926649
internal_weight=465.336 9.6346 8.50975 7.7894 7.18653 6.5939 1.68889 4.90501 455.701 3.82029 451.881 3.0154 1.93023 448.865 446.048 5.84821 4.32935 2.35676 0.628828 1.97259 1.72793 440.2 437.857 3.05455 1.23123 434.802 1.60259 433.2 430.311 424.11
internal_count=4633 330 312 308 239 237 78 159 4303 193 4110 61 57 4049 4018 217 211 123 69 88 54 3801 3778 68 86 3710 93 3617 3597 3561
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 0 2 2 2 1 0 2 0 1 1 0 0 2 0 1 1 2 2 2 0 1 0 0 0
split_gain=0.25004 1.25434 0.244121 3.1818 2.45715 2.39465 2.09344 2.42037 2.60738 6.35758 2.07574 1.91756 1.88486 1.55647 1.28836 7.31106 2.9341 2.39171 2.23284 1.67779 2.0583 1.9559 1.9463 2.61143 2.35102 3.26765 1.58079 1.43371 1.41161 2.96787
threshold=0.39587138110000003 0.3733870243500001 0.39563186730000005 0.39995808510000008 0.39431454150000006 0.52366695610000014 0.52290350590000012 36.558960102350007 43.61821939175001 43.663128814500006 0.39170982905000007 0.5276039639500002 49.960114208400007 0.53146612375000013 0.40437412050000004 0.41625999220000004 0.53312775065000018 0.5380527529500001 35.771221912400001 0.54504356155000011 0.43540612555000008 0.43593006200000012 38.396531328800009 41.362929270750008 40.806664626150003 0.5485614203000001 0.42473279245000012 0.54353163080000011 0.55348642255000013 0.55980359870000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 10 -5 -4 -8 -9 -10 -2 -7 -11 -12 -13 18 -17 -18 -16 27 22 -22 -21 24 25 -24 -25 -19 -23 -30
right_child=2 -3 3 5 -6 11 7 8 9 12 13 14 -14 -15 15 16 17 19 -20 20 21 28 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.035468897595230246 0.001441256562480796 -0.13786749621325178 0.077166495405308511 -0.11127884265067219 0.058622392308956064 0.085496602708892019 0.03625019124756209 -0.125364836405018 0.24875638502566166 -0.12104502776561221 -0.11058656002974154 0.030322274414482171 0.072841585649003088 0.013672170298657549 0.025527460037158702 0.10969124168460696 -0.10056700215127914 0.0056320806429583838 -0.13687608623538117 -0.11955132582127198 0.11247836456371335 -0.077127939392634459 0.040996982267858757 -0.14995433589798501 0.054592224075215273 -0.088535793592825776 -0.034326719979858311 0.053373000944734433 0.06100261683965235 -0.0028337507390715599
leaf_weight=0.98212728556245454 283.55130337335868 0.72615412742015906 1.1671829326078285 1.874314564600353 7.429967774776741 2.7302831506822249 2.0245384722948065 5.9339873772114498 0.71778718754649196 2.4636341761797671 2.9016631059348574 13.557425094302742 0.62951781856827427 1.5447103176265953 1.0180764384567726 2.527506976213771 2.2821598602458826 15.211406182497742 5.0255092976149172 2.2407037368975606 1.6309358823345963 2.2004117742180815 3.4603192210197466 2.0578819133224888 5.2112532258033752 4.4545621760189533 2.7791084200143814 10.725964758545159 8.1754872275050712 66.712858408980537
leaf_count=18 2015 170 9 72 35 46 13 106 2 101 84 65 8 23 9 21 19 65 82 68 7 12 11 28 16 41 20 42 36 1389
internal_value=-2.501e-05 -0.0382127 0.000116119 -0.00294218 0.00184298 0.00106231 -0.050574 -0.063242 -0.0839118 -0.0193657 0.000378145 0.00244758 -0.0815853 -0.067418 0.000928553 -0.00200779 0.00300298 0.000882096 -0.109518 0.00273634 -0.0031993 0.00410838 -0.0316721 -0.0207101 0.00243547 -0.0319052 -0.0835201 0.0253745 0.00181564 0.0041352
internal_weight=463.949 1.70828 462.24 166.813 295.428 153.876 12.9366 11.7695 9.74493 3.81094 287.998 152.002 3.09315 4.44637 149.272 135.714 129.671 127.143 6.04359 124.861 98.9235 78.7197 20.2038 17.9631 13.1261 7.91488 4.83699 25.9374 77.0888 74.8883
internal_count=4633 188 4445 2288 2157 2049 239 230 217 111 2122 1977 109 107 1931 1866 1775 1754 91 1735 1628 1444 184 116 68 52 48 107 1437 1425
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 1 1 1 0 2 1 0 0 0 0 2 1 0 1 0 2 0 2 0 0 2 2 2
split_gain=0.259189 1.31308 0.711953 2.11043 0.956728 0.681857 0.52352 0.782996 1.18998 0.508443 0.38974 0.307045 1.47856 1.5629 3.93513 1.52659 1.49194 0.924405 2.45742 5.06196 4.03341 2.05193 2.05018 4.77751 1.72128 1.10242 2.15252 1.33622 2.82059 1.1344
threshold=33.96174662340001 0.49877249185000011 0.36551300860000008 0.38045268105000002 33.361153777850006 34.424709467050008 0.38512319990000005 0.43121463430000007 0.43643902880000007 0.34007963835000005 0.42314601355000009 37.041406607950009 0.38772791230000009 0.52863686715000002 0.5296248615500001 0.5380527529500001 0.5195503128500002 38.474425342400004 0.37644082515000005 0.52769378160000013 0.39670967935000007 0.47787491390000009 38.751720283100006 0.54450465555000005 37.572218886150004 0.53998383280000006 0.54284302865000023 38.396531328800009 37.995872310650007 37.572218886150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 6 -2 -5 -8 -9 10 -1 12 16 -14 -15 -16 -7 18 21 24 -21 -13 23 -19 -20 -22 -27 28 29 -28
right_child=5 2 3 4 -6 11 7 8 -10 -11 -12 17 13 14 15 -17 -18 22 19 20 25 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.11377245852221628 0.050262625450656351 0.11717527889610334 -0.2563470538932513 0.1051471223638453 -0.11874177193684612 -0.0066019696731953381 -0.058192973562886989 0.11604066193672267 -0.10925879141524771 -0.15156037246409459 0.045858760094165105 -0.001746866257343495 -0.08770824761127527 0.20890179752600258 -0.1497110400044461 -0.010096130520839696 0.06955089954656507 -0.12695615959933465 -0.025611065933289986 0.15017603168811552 -0.058644220982159136 0.082486421585895142 0.00013876060542334032 0.053217773111811723 -0.13899577455153606 0.097426670960763392 -0.048887350535682557 0.081672062363771059 -0.12889454352523097 0.046813302436081346
leaf_weight=0.30055064675980137 2.7070041911210856 0.51482454687356938 0.31422731466591391 0.78450461477041322 0.46836382601759385 14.879452564287936 0.95705132326111231 0.96745216753333785 0.30940825573634356 0.86793104425305501 0.31142814643681049 4.5570331462658924 4.2068126462399942 0.73359572887420643 1.0011974060907958 3.5964857843937352 3.11043857038021 3.8305372921749941 2.4425319768488434 2.1934835612773886 2.3249442093074313 7.9149620309472084 384.81420425567194 2.3898954867618158 2.963139911647886 2.5692530423402777 1.921384125133043 1.4307955671101806 1.8977909447858108 3.4856190021382645
leaf_count=57 36 2 6 6 25 142 19 8 149 36 6 50 36 1 15 151 10 30 13 7 21 35 3571 23 31 6 46 8 49 38
internal_value=-4.37916e-05 -0.0210576 0.00681492 -0.00813275 0.0142362 0.000223898 0.0348703 0.0101904 0.0614462 -0.102342 -0.0325382 -7.56069e-05 -0.0103104 -0.0421388 -0.00618077 -0.0404989 0.0065648 0.000587729 0.016479 -0.00421871 0.0243225 0.0517092 -0.000781845 -0.0577332 -0.0877633 0.00406847 0.0169659 -0.00669868 -0.0240079 0.012806
internal_weight=460.766 5.79574 4.31583 3.80101 3.48678 454.971 3.01842 2.23391 1.27686 1.47991 0.611979 452.264 27.528 9.53809 5.33128 4.59768 17.9899 424.736 33.7009 21.2289 15.8233 12.472 391.035 6.22043 5.40567 13.6298 11.3048 8.73559 7.30479 5.407
internal_count=4633 314 215 213 207 4319 182 176 157 99 63 4283 355 203 167 166 152 3928 304 219 175 85 3624 53 44 168 147 141 133 84
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 1 0 2 1 1 0 1 1 1 0 0 1 0 2 0 2 2 1 0 0 0 2 1 2 2
split_gain=0.249708 1.36271 0.63708 1.83985 1.09941 1.02713 0.819417 0.694686 0.594752 2.24763 1.00069 0.809649 1.14927 0.753155 0.597328 1.47716 0.600392 0.934346 0.357028 1.1661 1.29905 1.15991 1.4052 2.19231 2.02147 1.11517 1.55538 1.19519 1.24588 1.06754
threshold=48.96897326980001 0.39614083410000006 0.39614083410000006 0.39587138110000003 0.3733870243500001 0.31118828780000007 0.41160444300000004 41.243661560350013 0.31100865245000009 0.36042334060000009 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.4529056016000001 0.61797550970000004 0.66718062335000017 0.48616807880000007 0.61400856260000014 47.74983977685001 0.54191491270000014 48.109449608500007 46.095286511800005 0.45824975300000009 0.58984760935000013 0.48634771415000005 0.43572048740000008 39.571921479100006 0.32012514595000008 41.675153845500006 39.476991512000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -4 -3 -10 -11 -12 -13 -14 16 -16 -15 -18 21 -20 -21 25 23 24 -23 26 29 -28 -29 -8
right_child=1 8 5 -5 -6 6 18 -9 9 10 11 12 13 14 15 -17 17 -19 19 20 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.032528235585321863 -0.1211673499473912 0.033648816117740531 0.016217421177102412 0.11604229183196808 -0.13810196788654647 0.057172917623938259 -0.041489863832529748 -0.11737556048003457 -0.14238432832484216 0.10915335795547254 -0.11089358602660122 0.090539306951538445 -0.11447290520516794 0.057380957680794667 -0.1394106770446665 0.049974505512162759 -0.10609341564905127 0.065740489286960496 -0.016819877253707798 0.072802259066339983 -0.0074685863441014315 0.048994112607736007 -0.13981542012444306 0.077071541121780482 -0.11357187576315116 0.0006568937755953453 -0.21961527749558202 0.072736245001834426 -0.12011311983561999 0.1154222587425367
leaf_weight=0.97999284882098348 1.0796259082853783 3.1347873508930197 0.56838058424182136 1.7132499516010284 0.61432543795672245 2.5234352153493083 1.1945737002824888 1.2350218102801589 1.2354033235460509 0.79159424826502611 0.7072404499631374 1.1947613032534716 0.70093491073930625 1.9042054824531081 0.89504197984933831 0.76287883333861828 0.72459611331578322 0.56177009455859661 6.3881597658619276 4.9272484611719829 3.412331182975322 1.1048412672244006 1.2095768477302042 1.6037068068981168 2.4860501401126385 412.77200644639379 0.67161304922774467 0.4863133921753614 1.0766188172856344 0.68062013387680043
leaf_count=18 16 12 18 5 167 29 86 39 18 3 39 12 95 21 27 43 66 8 39 28 27 17 43 5 61 3574 13 65 37 2
internal_value=-3.8159e-05 -0.0133396 0.000370536 0.044095 -0.0332193 4.35894e-05 0.0003519 -0.0752709 -0.00411008 -0.016598 0.0022539 -0.00910245 0.00157205 -0.0175821 -0.00357485 -0.0522666 0.0217269 -0.0310517 2.45493e-05 0.0153304 0.0399576 -0.000507998 -0.0427427 -0.0201391 -0.0635538 0.000140816 -0.0516928 -0.108049 -0.0601072 0.0154629
internal_weight=459.341 13.6928 445.648 3.30757 1.59432 442.34 440.537 1.8034 12.6132 9.47843 8.24302 7.45143 6.74419 5.54943 4.84849 1.65792 3.19057 1.28637 438.014 14.7277 8.33958 423.286 6.40418 5.1946 3.59089 416.882 4.10974 2.23455 1.56293 1.87519
internal_count=4633 360 4273 190 185 4083 4026 57 344 332 314 311 272 260 165 70 95 74 3997 94 55 3903 126 83 78 3777 203 115 102 88
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 1 1 1 0 2 1 0 0 0 0 1 1 1 1 2 0 0 1 0 2 2 0 2
split_gain=0.22765 1.14912 0.633525 1.906 0.843609 0.56283 0.484131 0.722411 0.660173 0.447419 0.345566 0.249288 1.22898 1.28098 3.20483 1.36823 1.26029 0.918227 0.917515 1.21523 0.849581 0.764779 2.10129 3.01129 3.27777 2.37183 2.22368 1.68337 3.90624 0.994337
threshold=33.96174662340001 0.49877249185000011 0.36551300860000008 0.38045268105000002 33.361153777850006 34.424709467050008 0.38512319990000005 0.38906020780000011 0.43643902880000007 0.34007963835000005 0.42314601355000009 37.041406607950009 0.38772791230000009 0.52863686715000002 0.5296248615500001 0.5380527529500001 0.5195503128500002 0.36042334060000009 0.40272746325000003 0.46280051495000007 0.46551001470000003 38.474425342400004 0.50452082270000009 0.52769378160000013 0.39670967935000007 0.47787491390000009 37.572218886150004 38.751720283100006 0.54450465555000005 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 -8 -9 10 -1 12 16 -14 -15 -16 17 -7 -17 -20 -21 22 25 26 -25 -13 -24 28 -23 -26
right_child=5 2 3 4 -6 11 7 8 -10 -11 -12 21 13 14 15 18 -18 -19 19 20 -22 27 23 24 29 -27 -28 -29 -30 -31
leaf_value=-0.11275056228850185 0.046053935956371035 0.11533626340655563 -0.2560912462149928 0.1046326994680284 -0.11702311377995647 0.043927870733555363 -0.13696468418949412 0.057608275383574874 -0.10848262653363311 -0.14697344960775588 0.041894086112909755 -0.0022278092728923635 -0.080110416338724538 0.18831305314057467 -0.14501351108562033 0.051391665074166919 0.065426471537978134 -0.018173786761142521 -0.10899707053076846 0.12051924682676643 -0.10305862810916121 -0.11534873799562353 0.002828305680259326 0.13593569168876216 -0.0093559946511166652 0.093336957201229503 -0.1108844775440606 0.00012527623487961249 0.048528386173774946 0.061172481168139309
leaf_weight=0.2761465025396308 2.6613683312898493 0.47261098027229298 0.2846969831734899 0.71271444857120592 0.42993866874894582 2.9731018270831617 0.29105015099048648 1.5798229705542324 0.28203566139563907 0.80852947130915709 0.30309874238446355 4.5858949136454594 4.1516187777742726 0.73209953308105458 0.93416797276586283 1.4748721346259119 2.9797701463103285 11.953447993844746 1.3408332644030454 0.52542497031390656 0.2512239387142472 3.7980152284726492 3.2607282083481577 2.1804931312799445 10.837713244254699 5.9885333627462387 3.6388050923123956 383.21322921611136 2.3573125947732478 2.4510466670617452
leaf_count=57 36 2 6 6 25 86 3 24 149 36 6 53 36 1 15 6 10 56 68 3 74 30 15 7 156 28 33 3571 23 12
internal_value=-4.22895e-05 -0.0203758 0.006517 -0.00784765 0.0135976 0.000202304 0.0331951 0.00954584 0.0324487 -0.0989137 -0.0318304 -6.90932e-05 -0.00932732 -0.0385866 -0.00580396 -0.0371996 0.00604918 -0.00580425 -0.00916328 -0.0513411 0.0481981 0.00052976 0.0151599 -0.0022048 0.0222988 0.0518926 -0.0571437 -0.000708049 -0.0525885 0.00365264
internal_weight=457.73 5.44064 4.05287 3.58026 3.29556 452.29 2.86562 2.15291 1.86186 1.38777 0.579245 449.628 27.3166 9.41024 5.25862 4.52652 17.9063 14.9265 3.59235 2.11748 0.776649 422.312 32.9432 22.3688 15.4693 10.5744 6.89953 389.369 6.15533 13.2888
internal_count=4633 314 215 213 207 4319 182 176 173 99 63 4283 355 203 167 166 152 142 151 145 77 3928 304 223 175 81 48 3624 53 168
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 1 0 2 1 1 2 1 2 1 2 1 2 2 2 1 2 1 0 2 0 0 2 2 2 0
split_gain=0.242294 1.78907 1.34206 2.48419 3.07285 1.33549 1.10451 1.10006 1.07633 2.36693 2.89793 2.60229 3.12982 2.89252 1.72035 1.61619 3.12581 3.49297 4.46264 2.03443 4.1116 2.62231 2.7231 3.22187 5.25191 2.45479 2.20849 1.91388 1.68879 1.30995
threshold=0.48185683060000012 0.34458549145000011 0.35696536035000009 0.34650160175000005 39.117456157700005 0.3447052483500001 0.45995628875000011 50.189067467950004 0.3453339720000001 0.34575312120000007 41.184662530950007 0.3459626957000001 42.154118731400011 0.34626208795000007 41.489621506400006 0.3584174126500001 41.319407281650008 43.157831852650006 42.620627117000005 0.36880632320000012 38.621016321050007 0.37227927305000003 0.5116313883000001 48.109449608500007 0.50291907430000016 0.50101793360000013 39.955516828000007 43.118479346150004 40.165165956550005 0.52432561900000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -3 7 -4 14 10 -10 12 -11 -13 -7 16 28 18 -18 20 -17 -21 23 24 25 26 -23 -22 -15 -24
right_child=1 5 6 4 -6 8 -8 -9 9 11 -12 13 -14 15 -16 19 17 -19 -20 21 27 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0034278783598050522 0.076330384220008304 -0.074348213756717851 -0.11074315609733386 0.011307392859614776 -0.15922160684303505 0.067992354182512982 0.053034545994962039 0.11283325490315939 0.01483053105932638 -0.012150463263378149 -0.10012605474524371 -0.096111927873403669 0.10314131772947144 0.020583722432731013 -0.0072953782301991557 0.00082849240944088236 0.013107974640419927 0.05987664804482791 -0.11979166137533298 0.051951576283334001 -0.14088269585852051 0.058486043196371823 0.018466251182573067 0.085400231080471026 -0.14162430422972605 0.10935133168028693 -0.13123043166072793 -0.02892369303559246 0.10816945568198005 -0.0022244650925540782
leaf_weight=123.77699713662878 3.160380817949771 2.3524667397141448 0.85519688401836791 1.9495242387929455 2.3072738766204566 6.0904951319098455 6.5121328654931858 0.29632529616355896 3.8541720211505872 4.1719553619623166 5.0876004248857498 3.1020661331713191 5.4054246544837952 3.7468187212944049 6.0499237105250359 12.247842877171935 7.1015738546848315 6.152540140785276 3.9220681637525558 9.7099111191928369 3.9693777710199347 1.0716558750718816 36.896621144202072 1.4946632855571795 5.0089114364236593 1.5688786562532184 1.4355673566460607 2.4813088430091739 5.3375031426548958 179.26848063213401
leaf_count=1174 10 13 108 24 25 24 41 1 22 19 35 17 61 28 26 58 32 27 24 49 35 5 212 9 67 13 36 27 37 2374
internal_value=-3.58612e-05 0.00146296 -0.00357796 -0.00601104 -0.0811229 0.000717797 0.0370706 -0.0532094 0.00127809 0.000108409 -0.0505763 0.00164946 0.0529196 -7.64031e-05 0.0304743 0.000982211 0.0246046 -0.000486158 -0.034176 -0.00144901 -0.0332025 0.00106201 -0.00111724 -0.0506531 -0.0730365 0.0112475 -0.0501404 -0.0978168 0.0720448 0.00130718
internal_weight=456.386 320.688 135.697 128.034 4.2568 317.528 7.66366 1.15152 315.175 303.035 8.94177 294.093 9.57738 284.516 12.1404 281.414 26.2605 17.1762 11.0236 255.153 18.6985 236.455 226.745 10.5797 9.08501 4.0761 2.50722 6.45069 9.08432 216.165
internal_count=4633 3260 1373 1223 49 3250 150 109 3237 3187 57 3130 80 3050 50 3033 148 83 56 2885 120 2765 2716 130 121 54 41 62 65 2586
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 0 0 0 1 1 2 1 2 2 2 0 0 0 1 0 1 2 2 2 1 1 2 2 0 0
split_gain=0.235127 0.449296 0.697224 0.820731 0.63178 0.383716 0.534241 0.510914 0.235356 1.09967 0.688969 2.2234 0.888132 0.626148 0.984109 0.991348 0.248571 2.81306 1.83972 1.57565 3.14076 1.13465 4.64823 2.3622 1.85438 3.43234 3.16352 2.87537 2.55167 2.10674
threshold=49.292797572200008 0.50491003265000012 0.4995808509000001 0.58035687555000015 0.57927906350000014 0.55788748840000013 0.55234873210000013 0.47648274005000008 0.31100865245000009 0.31118828780000007 49.064150740050003 0.31060447290000009 48.823707093150006 45.044778924400006 44.952171034750002 0.41973294215000007 0.47880302985000006 0.47847369840000004 0.34515433670000012 0.47943175355000006 0.34587287805000005 42.759119507950011 43.477771593600004 42.498713093000006 0.34536391125000004 0.34524415440000006 41.873095646600007 41.741384785950011 0.47500074850000013 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 7 -2 10 -10 11 12 13 14 15 -1 17 21 -19 20 -18 23 -23 24 25 26 27 29 -28 -11
right_child=1 -3 -4 -5 -6 -7 -8 -9 9 16 -12 -13 -14 -15 -16 -17 19 18 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.10607995210733007 -0.011988757484581487 -0.10526384339386784 0.057318898769360416 -0.12031013989254405 0.055939108206468906 -0.10698154169287687 0.071557960128806788 -0.11601060506451018 -0.11656285883373432 -0.018360670020603521 0.07044478654395335 -0.21725667460708206 0.11204924936205191 -0.11501973198844224 0.12226804889789039 0.10631256772975975 -0.0085244828955231781 -0.1420538434302932 -0.022123799322339426 0.00025731277447279258 0.10538178136325316 -0.10405132979120164 0.0055351879213371615 0.074380534223140587 0.035899293874816635 -0.10204902411019744 0.021731892959236263 0.10515623609730236 -0.14541103755205098 0.041211223701840813
leaf_weight=0.70579426124459155 2.1372755561023955 0.54180275183171023 1.2387972213327882 0.78636056196410198 1.1148752719163892 0.54862571926787485 0.56830099079525087 0.60606222879141558 0.8075409724842747 18.094518749472634 1.8476215321570633 0.43229909893125285 0.84638723731040943 0.44261813303455699 0.58885118551552285 0.31912314891815186 5.5907708853483182 2.3277732133865348 2.8391420282423496 348.28179908372113 4.2691492885351181 4.9790891802404103 17.384947177954018 4.8662548540160051 11.807734766509382 3.6234594011330037 1.4440188175067299 2.9513512700796118 2.4855168163776398 8.835091218352316
leaf_count=154 16 69 8 72 18 30 16 85 18 320 12 9 3 19 3 2 25 24 20 3131 26 105 182 27 114 35 17 9 34 30
internal_value=-2.28548e-05 -0.0175319 -0.0107417 -0.0253756 -0.0103704 -0.0295211 -0.0166886 -0.0349694 0.000273384 2.41726e-05 0.0214592 -0.00567867 0.0258308 -0.00965575 0.0192431 -0.0399484 0.000238254 -0.00474125 -0.0761541 0.00137334 0.0407947 8.38436e-05 -0.018863 0.00791499 0.0013466 -0.0095523 0.000360542 0.0114531 -0.0839896 0.00118373
internal_weight=453.313 7.5421 7.0003 5.7615 4.97514 3.86026 3.31164 2.74334 445.771 440.588 5.18269 3.33507 2.90277 2.05639 1.61377 1.02492 439.781 81.6389 5.16692 358.142 9.85992 76.472 22.364 54.1079 49.2417 37.434 33.8105 29.881 3.92954 26.9296
internal_count=4633 314 245 237 165 147 117 101 4319 4117 202 190 181 178 159 156 4099 917 44 3182 51 873 287 586 559 445 410 359 51 350
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=2 0 2 0 0 0 0 0 0 1 1 1 0 2 2 2 0 2 0 0 1 2 2 2 2 0 0 2 0 0
split_gain=0.215812 1.09509 0.592523 0.304288 0.573457 0.381405 0.807699 0.447031 0.263042 1.97861 2.47729 2.66388 3.36102 1.74117 3.43866 1.32953 2.07154 2.77398 1.73368 1.0864 2.75023 1.5084 1.74992 1.10736 1.10435 0.905695 0.93331 0.804942 0.750148 1.49757
threshold=49.247968080500009 0.39672464895000009 49.292797572200008 0.66718062335000017 0.61686775845000008 0.61400856260000014 0.58035687555000015 0.5796383342000001 0.58388970390000006 0.46551001470000003 0.46280051495000007 0.45420795785000007 0.58249753000000004 39.198779702000003 38.911218973650008 41.772405911750006 0.58887458460000019 42.498713093000006 0.62143349005000015 0.62071494865000021 0.48814406755000012 47.309807198350008 43.564719632750005 45.044778924400006 46.095286511800005 0.63528038085000016 0.63378341965000018 48.393869453650005 0.57670429030000014 0.5796383342000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 5 6 7 -4 9 10 11 28 -13 14 -11 18 -17 -18 -10 21 -21 22 -19 -22 -25 26 -20 -26 -1 -30
right_child=1 2 3 -5 -6 -7 -8 -9 15 13 -12 12 -14 -15 -16 16 17 19 25 20 23 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=0.00089712053439329562 -0.1149736442126746 0.087420116257671154 -0.013286782951825605 0.050674099511927577 -0.11244425011480003 0.077216045307609921 -0.11989566791785849 0.082740561998985634 -0.10536064903623132 -0.13255778722089606 0.084493323970739942 -0.11574026216933704 0.089733692836348619 -0.12153704342215754 0.17267906259033328 0.12267816293284109 -0.12594969744650927 0.083764327053879484 -0.00076572515336016211 -0.15681434767490554 -0.10389626720759403 0.084621433856886363 -0.031895598275452061 0.10083283835792944 -0.047493740053479866 -0.10429669265960338 0.14529355773950375 0.067087886042091455 0.024365241236014926 -0.12262890590311225
leaf_weight=403.67689241579501 0.98439710587262919 0.66335816495120514 3.9307442935241852 0.70625959453172971 0.58931206911802281 0.4726393800228833 0.66045167914126057 0.55298401787877072 2.0856987705919918 0.76111422508256443 3.4711573868989936 3.890693570021539 1.0008729659020899 2.4931795550510287 0.71653276681900024 1.8406197763979459 1.3611387704731921 1.9984986693598346 1.2720959834405223 1.0678099580109108 0.62670632835943241 4.6345816664397717 3.7868485869839787 1.7061481827404348 1.5745043180650102 0.47739106135850295 0.66681518463883538 1.0040942616760729 1.3468704367987805 1.4278419718611983
leaf_count=3202 18 4 153 40 29 5 75 6 201 44 9 111 5 42 1 7 76 28 52 13 102 20 30 7 42 236 9 12 20 34
internal_value=-2.37921e-05 -0.0157506 -0.00285748 -0.0115211 -0.0185989 -0.00875276 -0.0166514 -0.00144361 0.000280175 -0.000304486 0.000368022 -0.000341877 -0.0736978 -0.0705584 0.0154561 0.0104386 0.0216944 0.0112288 -0.0385675 0.0226147 -0.0113628 0.042112 0.00805813 0.0202602 0.0384198 0.0190868 0.0494658 -0.00287619 0.000540947 -0.0512766
internal_weight=451.448 8.56015 7.57575 6.91239 6.20613 5.61682 5.14418 4.48373 442.888 418.785 414.814 411.343 4.89157 3.97083 1.47765 24.103 19.601 17.7603 4.502 16.3992 5.97926 10.4199 5.78535 4.91145 4.28475 2.4163 1.93891 2.5786 406.452 2.77471
internal_count=4633 330 312 308 268 239 234 159 4303 3468 3381 3372 116 87 45 835 337 330 498 254 176 78 58 163 61 297 61 54 3256 54
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 0 0 0 0 2 2 2 1 0 0 1 0 1 1 2 1 0 1 0 2 0 2 0
split_gain=0.212951 1.01836 0.569462 0.727391 0.698783 0.47207 0.398864 0.379951 1.14696 0.835766 0.279299 0.221124 1.23815 1.79948 2.29336 1.21391 1.87518 0.880007 2.20712 1.24276 1.07763 0.640731 1.81153 3.64758 2.64067 1.55796 1.38985 3.28095 1.09323 1.01155
threshold=33.96174662340001 0.49877249185000011 0.36551300860000008 0.38334181610000007 33.361153777850006 34.424709467050008 0.34007963835000005 0.54413041525000005 0.56748300950000019 0.56915960600000015 0.42314601355000009 37.041406607950009 36.558960102350007 36.377496227400009 0.39670967935000007 0.50452082270000009 0.52507409960000018 0.36510882910000009 0.5195503128500002 0.36476452800000009 0.36042334060000009 38.474425342400004 0.37644082515000005 0.52769378160000013 0.39670967935000007 0.47787491390000009 38.751720283100006 0.54450465555000005 37.572218886150004 0.53998383280000006
decision_type=2 2 2 2 2 2 2 2 2 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 7 -2 10 -5 -9 -10 -1 12 13 14 17 -14 -17 19 -19 20 -7 22 25 28 -25 -13 27 -23 -24 -26
right_child=5 2 3 4 -6 11 -8 8 9 -11 -12 21 15 -15 -16 16 -18 18 -20 -21 -22 26 23 24 29 -27 -28 -29 -30 -31
leaf_value=-0.11006761671874139 0.042840798075194489 0.11369397138363474 -0.13678980972655297 0.058548775613973494 -0.11545085809325722 0.041096273823652558 -0.14329588275628502 -0.18917755752303309 0.12210065900950136 -0.10839323168386612 0.036553888515977115 0.00073121279997042754 -0.005840906776544464 0.092356391922396863 -0.11271805341652281 -0.19602545625938078 -0.03664717336733183 -0.06637509659342751 0.029466187401686925 0.091890961496084791 -0.074880006536472685 -0.10653966233078767 -0.025236177621454227 0.12372699640161516 -0.056164166333573406 0.075852676037622024 0.0001402940658719372 0.045095412044261041 -0.11589790906908631 0.017104685951632469
leaf_weight=0.23797356418799498 2.5810180278494945 0.43274573981761966 0.38886190764606032 1.5624710321426398 0.39324255270184938 2.1675312656443668 0.76400005680625327 0.28714827285148181 0.48479198710992932 0.23288342814339558 0.28612765064463019 4.5952169976662827 3.8612048376817247 2.0718247802578835 1.8119464960182075 1.0879563167691233 2.2964381393103395 4.2528084963560087 5.523641424253583 2.4091433063149452 1.2709752991795538 3.7121016308665267 2.4423827566206482 2.1590583175420752 2.2796941250562659 6.9154851883649826 376.85219418251654 2.3179309432161972 2.9203595814760774 10.863681803166399
leaf_count=57 36 2 7 14 25 68 36 18 2 147 6 50 28 18 111 8 56 23 26 10 7 30 13 7 21 35 3571 23 31 147
internal_value=-3.42202e-05 -0.0204122 0.00574204 -0.00820546 0.0086839 0.00019828 -0.0972068 0.0276981 -0.0202738 0.0473061 -0.0300211 -5.08331e-05 -0.00886261 0.00424816 -0.00622123 -0.0441617 -0.0878813 0.00612934 -0.0122253 0.0368157 -0.00177204 0.000517149 0.0140706 -0.00363817 0.021233 0.0458632 -0.000621831 -0.0482515 -0.0746073 0.00439634
internal_weight=449.463 5.07025 3.78214 3.3494 2.96054 444.393 1.2881 2.56729 1.00482 0.717675 0.524101 441.812 26.7535 19.5079 17.436 7.2456 3.38439 15.6241 9.77645 5.84765 3.43851 415.058 32.1759 20.6652 15.3024 11.5107 382.882 6.03003 5.36274 13.1434
internal_count=4633 314 215 213 206 4319 99 181 167 149 63 4283 355 263 245 92 64 134 49 85 75 3928 304 219 175 85 3624 53 44 168
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 2 0 2 1 0 0 0 0 1 2 1 2 2 0 1 2 1 0 2 0 0 2 0 1
split_gain=0.226806 1.52629 1.10986 1.08106 0.985233 2.17694 2.29387 0.913958 1.00609 0.884255 4.14095 2.38124 1.93813 3.96136 3.57671 1.49488 0.917281 3.02691 2.6772 2.53252 1.67232 3.54663 2.22614 2.25835 2.80853 4.60794 1.91994 1.78358 1.17466 3.01641
threshold=0.48185683060000012 0.34458549145000011 0.48149755995000004 0.3447052483500001 0.35696536035000009 0.34650160175000005 39.117456157700005 0.45995628875000011 50.189067467950004 0.3453339720000001 0.48265022005000008 0.48271009850000007 0.48458129995000004 0.48368312325000012 0.34566330350000002 41.489621506400006 0.3584174126500001 42.055256506450007 43.157831852650006 0.49194634890000005 0.36880632320000012 38.621016321050007 0.37227927305000003 0.5116313883000001 48.109449608500007 0.50291907430000016 0.50101793360000013 43.118479346150004 0.52432561900000019 0.39019789825000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 -1 -7 8 -6 15 -11 -12 13 -13 -14 -5 17 19 -19 -16 21 -18 -22 24 25 26 -24 -23 29 -25
right_child=1 3 -4 9 7 6 -8 -9 -10 10 11 12 14 -15 16 -17 20 18 -20 -21 22 27 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017064974517719178 0.071568587200968412 -0.066548970070390706 -0.060587036693395407 0.064358717963360179 -0.1100581684183243 0.0044035350671038399 -0.14756663564550088 0.048264912001784996 0.11175574613976465 -0.14597230469473088 0.085483811175831606 0.0080455174662010919 0.1223356054716534 -0.11359514904069755 0.011715386128964767 -0.0066859427699094993 0.0011849315845084952 -0.055182029825662039 0.033247692732449916 0.096855281208007349 0.048913198556456587 -0.13583429203384223 -0.044821000039862058 -0.0050457971276281514 0.081602047691548829 -0.1364110537479449 0.10321882380670505 -0.026212767274559259 -0.0020944477469387111 0.054030284202800531
leaf_weight=118.97406697768747 3.0729665979742995 2.3689944297075263 3.3186467606574288 5.7946697846055013 0.78346866089850553 1.8591731302585679 2.1324905598303303 6.2373307672096416 0.27670466899871826 1.9256697706878174 3.3103656396269789 6.6807378977537137 2.4409637302160254 4.4675647243857384 7.6515536680817622 6.0580414906144142 12.112686626613142 7.587370462715624 6.2386455303058028 6.4293579757213593 9.3591848127543908 3.7040169648826113 2.2219760119914995 22.552006129175425 1.4277499605668698 4.6424823026172817 1.4462765222415326 2.4766350304707885 176.81688993598073 14.013887559558496
leaf_count=1160 10 13 17 24 108 24 24 39 1 12 58 27 12 34 43 26 58 38 30 50 49 35 39 113 9 67 13 27 2374 99
internal_value=-2.73039e-05 0.00143777 -0.00347991 0.000746429 -0.00202502 -0.00414365 -0.0767844 0.0336746 -0.0521649 0.00126176 0.000194628 0.00114689 0.000191654 -0.0407007 0.0018133 0.0280471 0.000757647 0.0179558 -0.0152803 0.0505903 -0.00115622 -0.0302678 0.0011345 -0.000869657 -0.047963 -0.0702217 0.0135464 -0.0919081 0.00127961 0.0175951
internal_weight=448.383 314.801 133.582 311.728 130.263 122.966 3.99166 7.2975 1.06017 309.359 297.506 295.58 292.27 11.1483 281.122 11.8527 278.681 27.9069 13.826 14.0809 250.774 18.2933 232.48 223.121 9.73848 8.31073 3.66825 6.18065 213.383 36.5659
internal_count=4633 3260 1373 3250 1356 1208 48 148 109 3237 3187 3175 3117 61 3056 50 3044 161 68 93 2883 120 2763 2714 128 119 52 62 2586 212
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 2 2 0 2 1 1 1 1 1 0 0 2 1 0 1 0 1 1 2 0 1 1 0 1 2
split_gain=0.19361 1.94048 2.4156 3.91472 2.16756 1.94111 3.25305 1.74996 3.50634 2.43376 1.53635 1.48202 1.36412 1.17464 1.13261 2.42575 1.08206 0.872733 3.01184 2.39098 1.87076 2.16005 2.52968 1.63356 4.7309 1.73109 3.06471 3.78921 0.895937 1.31767
threshold=0.54504356155000011 0.43540612555000008 41.362929270750008 41.087689990200012 0.43075057630000008 41.808689985400001 42.081757894750005 0.54284302865000023 40.636252116050009 0.4289991317500001 0.43593006200000012 0.42926858475000007 0.40437412050000004 0.42802610700000004 0.55348642255000013 0.55980359870000018 49.407085930050009 0.45824975300000009 0.56300709560000006 0.45420795785000007 0.56300709560000006 0.46097422230000007 0.46280051495000007 46.645430295100006 0.5796383342000001 0.44844465735000011 0.43967246490000006 0.57161462230000015 0.46551001470000003 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 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 12 -4 -7 9 -9 -1 -3 -11 -2 -14 -12 -16 -8 18 -17 23 -19 -22 -23 24 25 26 27 -20 -24 -30
right_child=1 10 5 -5 -6 6 16 8 -10 11 14 -13 13 -15 15 17 -18 20 19 -21 21 22 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00028546501707387177 0.062298832730191538 0.10605589300439495 -0.18216388055518751 0.10779359793897991 -0.10602339072434259 0.076098788785927268 -0.1184614602452968 -0.024377686577560991 0.071533609736711468 0.053037460827105143 -0.067887516425071334 -0.14001902146844059 -0.043086648047688914 0.040245203162876449 0.056636524798012504 -0.096438092482968793 0.0062079729223545781 0.092959621497245459 -0.053045883426519447 -0.094219223107815775 0.077672594246919247 -0.11658842563808752 0.10034061717377787 0.073378304435352662 -0.12873722874942822 0.042630680177829727 -0.076540403644147312 0.094922111684632243 -0.027071378033384365 0.022830417727997897
leaf_weight=327.00591839184199 2.2031061574816766 1.4488803792046372 1.4008472077548493 2.5044407323002806 2.8344090436585239 1.4987574219703672 3.5844329068204388 6.318143591284751 9.6081488538766262 0.50098589947447125 2.243573270738124 1.9275473110901655 7.6842351632658374 2.1690071430057287 7.8753927000798276 3.8474678099155417 0.86400915146805335 2.5084774717688587 3.153992252890033 2.5995596472057505 3.3726713196956579 1.9624769329093421 0.88718575984239834 3.1916580479592076 2.6548344660550347 10.232824936974792 4.6614822066621855 3.8350383006036282 10.632057971590259 10.534204151714219
leaf_count=2731 8 7 12 6 44 7 72 31 41 9 12 91 74 27 36 24 36 8 20 54 25 84 8 40 72 48 39 25 710 232
internal_value=-1.37323e-05 -0.00387938 -0.0281887 -0.00788125 -0.0273363 -0.0762629 -0.0513182 0.00110988 0.0334845 -0.000455245 0.00407246 -0.100193 -0.00883724 -0.0247427 0.00208087 0.00426267 -0.0942472 -0.00217465 -0.0130903 -0.00251709 0.0103035 0.0027332 -0.00779089 0.00607961 -0.00267387 0.0126198 -0.0137391 0.0281475 0.00189071 -0.00223583
internal_weight=445.746 100.385 24.7432 17.3952 14.8908 7.34805 5.9472 345.361 15.9263 329.434 75.6418 2.42853 12.0563 9.85324 74.1929 71.9493 4.44844 64.0739 34.1769 30.3294 29.8971 27.3886 24.0159 27.7298 24.5382 21.8833 11.6505 6.98903 22.0534 21.1663
internal_count=4633 1730 286 159 153 127 115 2903 72 2831 1444 100 109 101 1437 1425 108 1389 322 298 1067 1059 1034 244 204 132 84 45 950 942
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 1 0 1 1 1 2 1 2 2 2 2 0 0 2 0 1 2 2 2 1 1 2 1 1 1
split_gain=0.221417 0.954997 0.566746 0.674106 0.78324 0.574477 0.425 0.687641 0.886003 0.24361 1.64298 1.85157 0.802929 0.551819 0.865405 0.8682 0.306919 2.34209 1.70206 1.29269 2.79162 1.12978 3.7348 1.98304 1.61386 2.79721 2.20605 2.0898 1.11777 2.92089
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 0.39670967935000007 0.3975479776000001 0.48522499325000007 0.58035687555000015 0.4995808509000001 0.50491003265000012 0.31100865245000009 49.064150740050003 0.31060447290000009 48.823707093150006 45.044778924400006 44.952171034750002 36.952388736350009 0.47880302985000006 0.47847369840000004 40.518963363600001 0.47943175355000006 0.34587287805000005 42.759119507950011 43.477771593600004 42.686561923500008 0.34575312120000007 0.35799826355000003 44.701063782750005 0.36166581840000006 0.34536391125000004 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 -5 -6 -7 -8 -9 10 11 12 13 14 15 -1 17 21 -19 20 -18 23 -23 28 26 -26 -24 -27 29 -11
right_child=1 2 3 4 5 6 7 8 -10 16 -12 -13 -14 -15 -16 -17 19 18 -20 -21 -22 22 24 -25 25 27 -28 -29 -30 -31
leaf_value=0.10545207293659196 -0.11335969718098807 0.037041257669170755 -0.11335991178575573 0.12109441927608114 -0.10457852546441948 0.04800841265759432 -0.12483107636005125 0.052427487356086981 -0.10485146200103315 0.0031460047244906164 0.16393765952806477 -0.20033651575575623 0.11077615441191993 -0.1135489215850374 0.1163514887635379 -0.10551523933217688 -0.007613158045100394 -0.019086974708345493 -0.13657092903683793 0.00033696575913263398 0.10235414474214828 -0.099106234512546479 0.065686138588769732 0.093362254145469281 -0.14517965691409479 0.099348850603667049 -0.016824850734984364 -0.0732634659067644 0.029370184458627914 -0.090573070993397786
leaf_weight=0.2802860811352732 0.90173675678670218 2.284920945763588 0.70907577357138496 0.42288815975189198 0.69583781276014667 1.0473039560019972 0.56240167573560063 1.1415103580802677 0.52194634894840408 35.40726807405008 0.69936734437942494 0.42236642446368922 0.7744593322277068 0.40528358938172449 0.55868536978960037 0.6416037761955522 5.6050027422606927 2.743783012032508 2.2398018054664135 340.64914200382191 3.9250922948122025 4.7093777783447903 5.708793371915819 2.5213600089773527 1.8475603871047486 1.406684994697571 7.4939518019091338 1.3989029629155991 11.880923719145356 3.6702350660343646
leaf_count=2 18 11 42 1 117 18 44 8 71 430 1 9 3 19 3 154 25 13 31 3128 26 105 26 9 19 61 69 15 120 35
internal_value=-1.69986e-05 -0.0162087 -0.0043476 -0.0228873 -0.00828036 -0.022065 -0.00452349 -0.0292406 0.00307774 0.000291493 0.0255605 -0.00583312 0.0250473 -0.0101587 0.0181427 -0.041374 6.98627e-05 -0.00547633 -0.0718885 0.00135321 0.0376783 -0.00112403 -0.0198885 0.00679344 0.0010047 -0.0496361 0.0188524 0.0132821 0.00251012 -0.00565627
internal_weight=443.278 8.28762 7.38589 5.10096 4.39189 3.969 3.27316 2.22586 1.66346 434.99 3.78205 3.08268 2.66032 1.88586 1.48058 0.92189 431.208 81.0286 4.98358 350.179 9.5301 76.0451 22.5653 53.4798 17.8559 4.65315 13.2027 2.80559 50.9584 39.0775
internal_count=4633 330 312 301 259 258 141 123 79 4303 191 190 181 178 159 156 4112 933 44 3179 51 889 295 594 190 95 95 76 585 465
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 1 1 0 0 0 1 2 2 2 1 0 1 2 0 1 1 1 2 2 1 0 0 2
split_gain=0.203262 0.922003 0.511329 0.57208 0.596609 0.435453 0.849738 0.373692 0.651042 0.58321 0.931211 0.707326 0.339073 0.307633 0.935692 1.65528 2.0347 1.61967 2.94285 1.57527 1.01812 2.0307 0.694592 1.35737 0.557917 2.8171 2.28004 1.35498 2.60317 7.49988
threshold=33.96174662340001 0.49877249185000011 0.36551300860000008 0.38334181610000007 33.361153777850006 34.823977857500005 0.38772791230000009 0.38512319990000005 0.38906020780000011 0.54413041525000005 0.56748300950000019 0.56915960600000015 0.34007963835000005 37.041406607950009 36.558960102350007 36.377496227400009 0.39048232090000007 0.50452082270000009 0.36510882910000009 35.119813570500007 0.50452082270000009 0.38723391515000005 0.39019789825000006 0.43075057630000008 39.476991512000005 39.788107623550012 0.33400197600000009 0.48911709230000006 0.52157121045000021 37.892416320650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -4 7 6 -2 -5 -9 -10 -11 -12 -1 14 15 16 17 18 -7 -18 -16 -22 -23 -24 26 -26 -15 -28 29 -29
right_child=5 2 3 4 -6 13 -8 8 9 10 11 -13 -14 24 20 -17 19 -19 -20 -21 21 22 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.031678720692041598 0.070126941522967362 0.11224362234516437 -0.12074204677051599 0.10375081404378393 -0.11422105621347232 0.029984057340098121 -0.017151207559607095 -0.13487083958696999 0.094359290821388372 -0.18125550601049667 0.11581607737086219 -0.10876244850987304 -0.13951541108844243 -0.14968045177463385 -0.006346147476579524 0.087384289898998421 0.016193274274153121 0.053851172468157286 -0.10689685543719761 -0.12581248119902005 -0.21180599609137496 0.05243588391278875 -0.13390588306109377 0.047550849496194925 -0.041604390617567724 0.00092649297959985534 0.037016395493045709 0.064266551253264484 0.014106654302487516 -0.11349682471381757
leaf_weight=0.4893684213675431 2.4952303413301697 0.3957307115197185 0.3960484275594357 0.48624093085527498 0.35044766965438601 4.1615757402032632 2.0174100696167443 0.2815897725522517 0.75592517107725121 0.26736093545332551 0.4228808805346489 0.20983212850114796 0.7214388355932897 0.89576530060730775 3.8455193033441892 1.9903391467523768 1.1910206578322697 4.9357262030243874 2.5228257887065411 2.2700287350162398 0.88363334536552463 0.66340243816375766 1.1261498392559586 0.65028488810639817 16.36086260410957 323.72436089860275 15.346312273060901 3.9371423162519914 41.79125934271724 5.9756390280090272
leaf_count=63 27 2 7 5 25 70 45 3 6 18 2 147 36 32 28 18 22 18 15 84 6 2 23 33 117 3266 79 23 367 44
internal_value=-1.87537e-05 -0.0205349 0.00506502 -0.00831337 0.00773665 0.000205619 0.0311086 0.0253698 0.00569998 0.029603 -0.0247825 0.0413371 -0.0959314 -0.000116988 -0.0110619 0.00166982 -0.00964235 0.0104038 -0.0216775 -0.0769453 -0.0413801 -0.0819172 -0.0348754 -0.0674815 0.000533235 -0.00111959 0.00880598 0.0109233 0.00317858 -0.0428931
internal_weight=441.561 4.77686 3.56606 3.17033 2.77428 436.784 4.51264 2.42383 1.93759 1.656 0.900074 0.632713 1.21081 432.272 24.2405 17.0715 15.0812 11.6201 6.6844 3.46105 7.16899 3.32347 2.43984 1.77643 408.031 340.085 67.9461 67.0504 51.704 9.91278
internal_count=4633 314 215 213 206 4319 72 181 176 173 167 149 99 4247 319 227 209 103 85 106 92 64 58 56 3928 3383 545 513 434 67
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 0 0 1 0 0 1 1 2 1 2 1 1 1 1 2 0 2 2 2 1 0 1 2 2
split_gain=0.220839 1.25565 0.938678 1.75746 3.12754 2.09754 1.63235 3.2355 3.07975 0.878732 0.958752 1.88795 1.80624 2.83618 1.61557 3.33425 2.19793 1.85843 1.52194 1.42331 1.38109 0.876285 0.846131 4.61141 1.14555 1.07639 2.68739 2.40739 2.36085 4.28937
threshold=0.48185683060000012 0.34458549145000011 0.34494476210000008 0.3453339720000001 0.48265022005000008 0.48271009850000007 0.48458129995000004 0.48368312325000012 0.34566330350000002 0.48634771415000005 0.49194634890000005 0.3475943834000001 0.35799826355000003 41.976795488650005 0.36880632320000012 38.474425342400004 0.37227927305000003 0.37407562650000009 0.35394149875000008 0.35027394390000005 43.118479346150004 0.48149755995000004 40.165165956550005 39.571921479100006 40.467253020850002 0.3453339720000001 0.47787491390000009 0.34524415440000006 42.154118731400011 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=21 -2 -3 -4 -5 -6 7 -7 -8 -10 11 -11 13 -12 15 -14 -16 -18 -13 -15 -17 22 23 -1 -24 26 27 -26 -27 -30
right_child=1 2 3 4 5 6 8 -9 9 10 12 18 14 19 16 20 17 -19 -20 -21 -22 -23 24 -25 25 28 -28 -29 29 -31
leaf_value=0.004915962199072259 0.066347805031402959 -0.038715716182274734 0.047595713973545339 -0.12274553801281894 0.083664485769391422 0.0068057811745809386 0.11705401965970968 -0.10372821090055416 0.042215501048894807 0.0040784445603126588 0.10529048612019738 -0.14670766595910162 0.00077020789146291409 -0.036443801062422253 0.050352075158387188 -0.13371203934677278 -0.084373901176419949 0.00069495976343107724 -0.027028898404493386 0.046257042289831511 -0.033816436306394727 -0.053756260175544059 0.043880901331552542 -0.095969344219725652 0.0078281142293473976 0.036051904499919289 -0.049922533146616002 -0.11023981089706779 -0.09078321594762194 0.012050050467122748
leaf_weight=19.572078286575564 2.952707163989543 5.8889952376484862 8.082743935286997 2.0503889834508291 3.051617093384265 6.6223266124725324 2.300229810178279 4.4128421619534492 5.0425706878304473 6.8055944032967073 4.2054318562149993 1.9230595380067823 11.604559414088728 4.1994727998971921 8.9101852970197779 3.3591721802949897 2.5989893898367873 215.74389705884096 2.3747533410787582 4.1253230590373278 2.3537032483145595 3.3728686496615401 6.1193481251830226 5.8956330809742203 38.202412211307092 20.118255505338311 12.948190827853976 1.8087256860453624 5.1985842389985946 18.459603359398898
leaf_count=297 10 29 34 12 58 27 12 34 26 33 36 14 62 20 46 34 33 2664 27 23 26 17 31 39 513 104 81 37 55 199
internal_value=-1.39173e-05 0.00144908 0.000822141 0.00159887 0.000324271 0.00119551 0.000317357 -0.0373955 0.00182769 0.000857701 8.01227e-05 -0.0286901 0.00132262 0.0383531 -0.000574578 -0.030017 0.00166903 -0.000317636 -0.0805793 0.00453831 -0.0925551 -0.00344222 -0.00211975 -0.0184384 0.00192087 -0.00073345 -0.0103239 0.00249079 0.0108688 -0.0105462
internal_weight=440.304 308.609 305.656 299.767 291.684 289.634 286.582 11.0352 275.547 273.247 268.204 11.1034 257.101 12.5302 244.571 17.3174 227.253 218.343 4.29781 8.3248 5.71288 131.696 128.323 25.4677 102.855 96.7358 52.9593 40.0111 43.7764 23.6582
internal_count=4633 3260 3250 3221 3187 3175 3117 61 3056 3044 3018 74 2944 79 2865 122 2743 2697 41 43 60 1373 1356 336 1020 989 631 550 358 254
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 0 2 0 0 0 0 0 1 0 0 2 1 0 2 1 1 1 1 1 2 1 0 2 2
split_gain=0.228167 1.69169 1.16631 3.49865 1.06673 0.928575 2.65925 1.41601 1.10603 0.864211 1.50015 3.18593 1.69631 2.66694 2.15835 2.76984 1.30694 1.18557 1.17197 2.62766 2.49529 1.04083 0.811412 1.208 1.5604 1.55656 0.905985 3.61994 2.05326 1.81397
threshold=44.202975721700007 44.026978245600006 44.749265482150008 0.34575312120000007 0.47941678395000004 0.59751205050000011 0.59930840395000018 37.345948426100009 0.62376874945000005 0.58887458460000019 0.51017933595000009 0.53146612375000013 0.53312775065000018 0.39170982905000007 0.5541600551000001 0.55788748840000013 45.321989007550009 0.34491482290000003 0.61797550970000004 47.309807198350008 0.48814406755000012 0.48522499325000007 0.47407263255000004 0.46551001470000003 0.46280051495000007 39.032633164100012 0.4529056016000001 0.58249753000000004 37.817254840650008 42.620627117000005
decision_type=2 2 2 2 2 2 2 2 2 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 22 -6 -7 8 -8 10 17 -12 -13 -14 -15 -16 -11 -4 19 -18 -20 -17 23 24 26 -25 -1 28 -28 -29
right_child=2 -3 9 -5 5 6 7 -9 -10 16 11 12 13 14 15 21 18 -19 20 -21 -22 -23 -24 25 -26 -27 27 29 -30 -31
leaf_value=0.00098158801122554288 0.023631401066970911 0.054242530250458033 -0.0095697239402342173 -0.128873137006149 -0.11543644602523058 0.15620138563058111 0.11989577818944253 -0.10737419210287565 -0.10717291335843533 0.1216925090326953 -0.11788480462476479 0.057600209355850807 0.058435955453905911 -0.13743723694308002 0.11573612102712348 -0.12072545990544102 -0.045043572501478335 0.042254912084629719 -0.16548815118286089 0.081058019556394925 0.0072385989931340574 -0.0055329919061178345 0.059263132941822373 0.022560268274091525 0.069804048531138391 -0.11901103454924655 0.036274719889151284 -0.020718024132596054 -0.11504853378400846 0.12804779365424532
leaf_weight=354.69657358665427 3.2268131067976347 5.8468137673917218 12.076246802404059 2.8180345981381834 1.3822558685205866 0.69929379870882291 0.61535647860728238 2.0379476397647522 0.32931034930516034 1.1559252152219404 3.4109368797799098 2.9413579031825057 2.5052259229123575 2.4429717271123081 1.116977938916534 1.6975408110301944 2.5237324424087983 6.9573514233343294 1.0100703095085917 4.7864267574623227 4.8636948098428547 1.4581651185872031 2.3475618917727834 1.3187694859225296 3.2499393317848435 1.8891998995095489 1.1405768129043261 1.7056432345998476 4.19308574590832 1.5778920501470564
leaf_count=2773 24 32 128 56 55 7 24 355 142 4 188 10 15 51 10 67 16 109 19 59 121 51 40 39 15 43 17 48 111 4
internal_value=-6.60144e-08 0.000864723 -0.00602355 -0.0474644 3.73004e-05 -0.0455494 -0.0193125 -0.0604629 0.0407398 -0.000905663 -0.00945909 -0.0324766 -0.00852367 -0.0296164 -0.0624637 -0.0195965 0.0197366 0.00937374 0.0107974 0.0375232 -0.022464 -0.0674982 0.000657689 0.000285622 0.000820317 -0.0608123 0.000203239 -0.0318347 -0.0826888 0.0507709
internal_weight=438.022 383.03 54.9915 6.04485 377.183 5.06416 3.68191 2.98261 0.944667 48.9466 34.6068 15.5732 12.1622 9.22088 6.71566 4.27268 14.3398 19.0336 13.1839 7.31016 5.87377 3.15571 372.119 369.772 366.564 3.20797 363.314 8.6172 5.33366 3.28354
internal_count=4633 3705 928 80 3673 583 528 521 166 848 629 392 204 194 179 128 219 237 215 75 140 118 3090 3050 2968 82 2953 180 128 52
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 2 2 2 1 1 0 0 2 0 0 0 2 1 2 2 0 1 1 0 1 1 2 0 2
split_gain=0.219747 2.82928 1.26979 3.35128 1.37798 2.25427 0.985256 1.92924 2.76851 3.81836 0.950939 2.07457 1.44072 0.805832 0.754601 0.750008 2.17444 1.10927 0.810509 2.91713 7.46161 2.89619 3.5987 4.15457 1.84164 0.672428 1.19382 0.651445 0.628444 1.15288
threshold=0.47736594710000008 0.47757552170000012 0.47568935060000012 0.34479506600000004 0.47396784530000008 0.3447651268000001 41.808689985400001 42.686561923500008 42.783136484500005 0.34494476210000008 0.34512439750000007 0.47943175355000006 0.47847369840000004 40.574766824850009 0.47787491390000009 0.47868327295000007 0.47943175355000006 40.636252116050009 0.34545372890000009 41.489621506400006 42.876019054300009 0.48265022005000008 0.34584293880000011 0.34569324270000007 0.48271009850000007 0.34521421515000011 0.34560342505000002 40.574766824850009 0.46735127690000006 39.065416244600009
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 -6 -5 -8 -9 -10 11 12 -3 -13 -12 17 -17 -16 19 27 -21 22 23 -20 -23 -7 -27 -18 -1 -30
right_child=1 10 3 6 5 25 7 8 9 -11 14 13 -14 -15 15 16 18 -19 21 20 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0014497665462547933 0.076621071167525645 -0.025366995963337909 -0.1330995457075502 0.018458352284047196 0.080818707487003497 0.037756266632436128 -0.10659265810326682 0.10633647528294068 0.071106934986004788 -0.10395696755060249 0.039898453900764415 0.034224359120480469 -0.10960789756061107 -0.012117218539069007 0.02035678933144508 0.049339961480423293 0.096820557580610311 -0.057806240089331246 -0.064588184563403733 -0.10787129805506507 0.060767429234157094 0.081779644507719962 -0.10352132423346419 0.051679779386416873 0.0005393209137289543 -0.11463732463744002 0.022069886490461987 0.039068653515288737 0.010794259345266387 -0.074558759744025371
leaf_weight=25.236312605564311 4.8679393380880347 5.0441155470907706 2.5731836161576238 6.8888326846063164 5.3023485299199802 1.3542459309101107 2.5025722756981832 1.7106818482279775 1.9673372032120822 3.3975393446162343 4.9973561614751807 5.1093527078628567 3.3976873587816954 14.128166589885948 2.8339126482605925 9.2282760292291623 3.7565075904130962 5.0532293226569891 6.4114643558859843 4.6953592672944051 5.9466593191027641 2.8183171898126593 5.9589010803028932 5.9027714058756828 281.38351090548531 1.3380627967417242 1.2223224099725483 4.0687219426035881 3.0314825018867841 3.3108884049579501
leaf_count=717 18 27 19 27 23 15 36 5 9 57 24 21 32 62 13 54 16 39 31 29 23 58 36 20 3103 28 13 27 17 34
internal_value=-1.69043e-05 0.000879729 -0.00564527 -0.0269687 0.00430679 0.0383254 -0.0103843 -0.0311287 -0.00443763 -0.0397598 -0.000114795 -0.0179447 -0.0592726 0.000190786 0.00132381 0.000753576 0.00148157 -0.0297216 0.000105465 0.0204435 -0.0136376 -0.00113625 -0.0397263 -0.00885568 0.00134495 -0.0192315 -0.0493736 0.0667925 -0.00562235 -0.0337623
internal_weight=435.438 375.602 59.8358 19.0401 40.7957 9.21698 16.467 9.57813 7.07556 5.36488 370.734 27.6793 8.4418 19.2375 343.055 338.058 330.17 7.88714 320.942 18.4672 10.642 302.475 18.2731 12.3142 284.202 3.91463 2.56039 7.82523 31.5787 6.34237
internal_count=4633 3633 1000 153 847 79 134 107 71 66 3615 142 59 83 3473 3449 3397 52 3343 95 52 3248 87 51 3161 56 41 43 768 51
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 2 2 0 0 0 1 1 0 0 0 1 1 1 1 2 0 0 2 1 0 0 0 0 0
split_gain=0.21503 1.06078 0.498398 1.38728 0.520331 1.43728 0.973538 2.76007 0.666188 0.492205 1.62458 0.454381 1.87323 0.87584 0.434007 0.46431 0.431549 0.438734 0.360756 1.01054 0.306685 1.67781 2.3939 1.4946 1.36888 3.14908 1.80956 1.77823 3.03118 3.03588
threshold=48.96897326980001 0.39614083410000006 0.32467590790000006 0.3298553935500001 39.476991512000005 35.771221912400001 41.909642283050012 44.952171034750002 0.43486721955000007 0.39614083410000006 0.39672464895000009 0.31100865245000009 0.36042334060000009 0.53312775065000018 0.55688452445000014 0.55877069550000014 0.50491003265000012 0.48522499325000007 0.48616807880000007 0.4995808509000001 44.202975721700007 0.54191491270000014 0.53447501570000011 43.968221017800005 0.4172030777500001 0.51017933595000009 0.53312775065000018 0.50386215985000016 0.48149755995000004 0.47774018740000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 8 -8 -6 -9 -11 -3 -13 -14 -15 -16 17 -17 -19 -20 23 22 24 -5 25 27 -27 28 29 -22
right_child=1 11 3 20 6 -7 7 9 -10 10 -12 12 13 14 15 16 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.045593890331645515 -0.1178177037255191 0.028354208510281392 -0.10970125677743801 -5.1754414991530966e-05 0.02861257364087437 -0.15101490416405969 -0.11716845437651445 0.07193801314627167 0.11169247256103405 -0.051415726078433838 0.080648299068153947 -0.13777394986506047 0.070782951842966998 -0.11321771794368303 0.095656537307733908 -0.061726179726748077 -0.10436269411351627 0.056743060863795713 -0.10841137875212303 0.045128028949610696 -0.043411825127870243 0.015555222589433069 -0.14743386167125222 0.042544833869615752 0.052835784579066652 -0.12689495790447225 0.042835188439868013 0.086874984569010744 -0.15357313560860997 0.085346974594912528
leaf_weight=0.9081783251458535 0.8973758602514853 3.0102446079254133 1.1545845782093227 363.97146646978217 2.0461593158543092 0.62958625145256519 1.4631959184189325 2.3287039203569293 1.8269395381212237 1.899781219661236 1.8275208398699758 1.1096353796310721 1.4669508755177956 0.4264389409800059 0.39686831459403027 1.0516471765004096 0.50417047599330533 1.1674145609140398 0.70161934965290118 1.1018370427191255 4.7695776261389309 15.647230007569304 1.5546453371644009 8.4278406256344152 2.3634831039234987 3.8002804396674028 0.75251964479684819 1.9408351071178902 1.4062224207445977 2.9723523408174515
leaf_count=35 16 12 72 3347 41 49 135 17 7 14 28 18 69 33 3 62 74 9 56 8 100 161 17 41 31 135 3 8 24 8
internal_value=-2.85147e-06 -0.0132973 0.000370239 -0.000241205 0.0196999 -0.034901 0.0270701 0.00608971 0.0678013 0.0358702 0.0133361 -0.00472129 -0.0172822 0.00233093 -0.0164384 -0.00805613 -0.0171489 -0.00621782 0.0134314 -0.0146052 6.88516e-05 -0.00885217 -0.0283772 0.000912257 -0.0180974 -0.0288154 -0.0988407 -6.51779e-05 -0.0185101 0.00602243
internal_weight=433.525 11.8342 421.691 408.761 12.9301 1.53776 11.3923 7.5192 3.8731 6.05601 3.7273 10.9368 7.92658 6.81695 5.35 4.92356 4.52669 4.02252 2.97087 1.80346 407.606 35.2071 19.5599 372.399 18.0053 15.6418 4.5528 11.089 9.14815 7.74193
internal_count=4633 360 4273 3947 326 84 242 194 48 59 42 344 332 314 245 212 209 135 73 64 3875 487 326 3388 309 278 138 140 132 108
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 0 0 0 2 2 0 1 2 1 1 0 2 1 2 1 0 1 1 1 2 1 1 0
split_gain=0.226907 1.63816 5.6854 2.66765 2.63316 4.76101 3.35704 2.54114 0.909199 1.73593 1.77737 5.29077 3.4583 1.59409 1.46563 1.38888 1.36208 1.10625 3.42646 3.94195 3.20434 4.31627 3.19555 3.43722 2.64586 2.5932 3.43756 2.80043 2.14266 2.06773
threshold=0.5485614203000001 0.43540612555000008 0.55348642255000013 0.55980359870000018 41.489621506400006 40.806664626150003 0.40437412050000004 0.5641597557000001 0.5380527529500001 0.53866650695000018 40.00488309970001 41.542492784600007 0.54191491270000014 0.41861022125000008 39.571921479100006 0.42039160505000012 0.41997245590000004 0.52432561900000019 43.61821939175001 0.39814676205000005 41.404176814550006 0.40206880030000008 0.52688542260000015 0.39563186730000005 0.38334181610000007 0.39019789825000006 38.751720283100006 0.38976377950000002 0.39995808510000008 0.53312775065000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 -3 -4 5 6 -2 -8 13 -10 14 -12 -13 17 15 -11 -14 25 20 29 21 22 -19 -24 -22 27 -27 -1 -25 -20
right_child=1 2 3 -5 -6 -7 7 -9 9 10 11 12 16 -15 -16 -17 -18 18 19 -21 24 -23 23 28 -26 26 -28 -29 -30 -31
leaf_value=0.00071056250712938111 0.072572526469597123 -0.23310348921547797 0.058216306818089147 -0.0018646198703447022 -0.09939627591653219 0.079404600909633472 -0.12225919559480164 0.041770623694017156 0.0623740496332231 -0.017447992314292084 -0.075126248223148007 -0.04374274929834214 0.0083613575454779022 -0.079798682165468496 0.075161177367048887 0.05053368760301416 0.082936135223119919 -0.088235246970219686 -0.11623186660421037 0.083719511493401802 0.035644209002809644 -0.14222863353985571 0.077431798739035135 -0.071102485764522758 -0.13270352537892424 -0.039181981065769679 0.072781580595542114 -0.10255133631428 0.04665764758508751 0.021618522473588375
leaf_weight=242.36808355902031 1.6175134405493716 1.0144032482057799 8.3985515348613244 61.552182531529979 4.3955901362060095 4.0234848484396935 4.7828835055697709 1.1768491445109246 6.4030773118138304 6.9702239073812979 8.417058542370798 5.1999296472640699 3.8468177538597939 2.5406333312566849 5.2146722599863997 5.2830980978906155 6.7410012967884541 3.1432327060028973 1.9926418652757982 6.0053649944020435 1.1535310074686993 2.3816311396658412 6.2383410036563856 4.058722929097712 4.8962078765034676 3.7118207518942645 10.497199126635676 2.655070185661315 2.4948631506413221 2.3971279785037041
leaf_count=2072 6 8 38 1393 108 11 90 24 23 42 43 28 29 111 14 24 29 47 102 45 5 24 24 67 92 32 65 15 11 11
internal_value=-1.13682e-05 -0.00457592 0.00194039 0.00534893 -0.0334845 -0.00851011 -0.0551924 -0.0898688 0.00114048 0.0138972 0.00644869 -0.0110955 0.0230418 -0.000927711 0.0307591 0.0118627 0.0558413 -0.000246125 -0.0169975 0.0310703 -0.037504 -0.0166631 0.0021036 0.0243017 -0.100604 0.00200015 0.0435334 -0.000408383 -0.0262728 -0.0409557
internal_weight=431.572 86.9615 70.9651 69.9507 15.9963 11.6007 7.57725 5.95973 344.61 48.0759 41.6728 24.2048 15.7877 296.534 17.468 12.2533 10.5878 293.994 34.7617 10.3951 24.3665 18.3168 15.9352 12.7919 6.04974 259.232 14.209 245.023 6.55359 4.38977
internal_count=4633 1678 1439 1431 239 131 120 114 2955 232 209 129 86 2723 80 66 58 2612 428 158 270 173 149 102 97 2184 97 2087 78 113
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 1 2 2 1 1 0 2 0 2 1 0 2 2 0 2 0 2 1 2 2 0 1 1 2
split_gain=0.197313 0.339449 0.268652 0.52008 0.214057 1.43468 1.11545 1.21658 1.48467 0.503629 1.21906 0.428599 2.36954 1.22111 0.922759 0.798176 1.31711 0.794983 1.81118 0.668453 2.28106 2.54282 1.22107 0.970554 3.04907 1.21097 1.24278 0.910703 0.888193 1.1672
threshold=49.292797572200008 49.407085930050009 0.66718062335000017 0.50056884525000012 0.51869704500000013 0.5225142959500001 0.4995808509000001 45.921757303800007 45.044778924400006 0.58454836680000011 0.57854555250000017 0.62376874945000005 46.645430295100006 0.61686775845000008 45.321989007550009 0.47634801355000006 0.59751205050000011 41.976795488650005 40.722669576350008 0.58249753000000004 47.309807198350008 0.58887458460000019 44.749265482150008 0.4529056016000001 39.476991512000005 38.911218973650008 0.5641597557000001 0.46280051495000007 0.44618424600000006 41.976795488650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 11 8 -8 10 -7 13 14 15 17 19 -17 18 -13 23 21 -21 -23 28 25 26 -25 -26 -1 -30
right_child=1 2 -4 -5 5 9 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.00012197031635845061 -0.11155901747613184 -0.0087722637563083707 0.050310251645731385 -0.1132931238065865 0.14839391423225551 -0.101965914706717 -0.10141206544880842 -0.1510616137721405 0.12799266024303427 -0.11608842235048925 0.10814766316163944 -0.11047270003070003 -0.15454171460047358 0.069103631532268769 0.096491997417593248 -0.11312262724915044 0.022628683266789688 -0.11417654136585534 0.14204891596182975 0.065825120943707793 0.10208334988352684 -0.11644490471083353 -0.010471822470624463 0.033862947244665362 -0.11440599937962131 0.08358942484274158 -0.11102578721219253 -0.034886100806601338 0.0032722409875538616 0.060183993437477358
leaf_weight=371.6497331948558 0.36177310807397489 4.8573862785706297 0.62371629010885943 0.52779002697207023 0.71172736486187149 0.50910823736921862 0.64353980669693489 1.0182698993012307 0.50231975317001343 0.42397772461845296 0.60340979997999966 0.52955197361006845 1.1298100575804708 2.5981479947222388 0.96139477193355549 1.5888146706856781 1.2991169501619877 0.64104170352220524 0.61261135339736938 3.2354994122288172 2.8455182760953903 1.7212024141335858 2.9522855505347252 1.681331616127862 3.1888236850500107 2.2087429575622082 0.91373168100835744 2.6264023892581463 9.7329507051035744 5.7223803773522368
leaf_count=3156 16 228 36 34 14 245 175 15 1 87 12 45 13 26 3 51 33 12 1 40 10 83 15 10 97 11 54 23 63 24
internal_value=-1.64109e-05 -0.017484 -0.0118201 -0.0190161 0.00024713 0.0310213 8.23997e-05 -0.0715257 -0.000846054 -0.0233474 0.0119959 0.000453282 -0.0326522 0.000763126 0.0175234 0.000331494 -0.0520558 -0.0250516 0.0249699 0.000701871 0.0253025 -0.00232191 -0.0495007 3.66665e-05 -0.029789 0.0291674 -0.0171529 -0.0784914 0.000854843 0.024344
internal_weight=428.622 6.37067 6.00889 5.38518 422.251 2.24822 420.003 2.16413 1.14586 1.5365 1.11252 417.839 3.87441 413.965 2.7446 411.367 2.88793 1.78321 1.14216 408.479 10.7545 7.90899 4.67349 397.724 10.619 4.80381 2.59506 5.81523 387.105 15.4553
internal_count=4633 314 298 262 4319 358 3961 191 176 344 257 3770 74 3696 61 3670 84 58 46 3586 148 138 98 3438 195 75 64 120 3243 87
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 1 0 0 1 0 1 1 1 0 2 2 2 2 2 2 1 2 2 1 1 0 2 0 0 0
split_gain=0.204396 1.39747 4.55499 2.29949 4.02083 2.90277 2.31381 2.20075 0.796816 0.788325 2.76473 4.15016 2.60491 2.54882 1.41502 6.86706 0.978323 2.01141 2.56199 1.35901 2.27153 1.95404 3.02661 1.92105 2.80836 1.97255 1.5781 1.54151 1.33453 1.75317
threshold=0.5485614203000001 0.43540612555000008 0.55348642255000013 41.489621506400006 40.806664626150003 0.40437412050000004 0.5641597557000001 0.55980359870000018 0.3975479776000001 0.56579144335000009 0.43837010870000009 0.44512140355000007 0.46280051495000007 0.57559653900000007 40.858951393400005 38.911218973650008 38.911218973650008 39.476991512000005 40.574766824850009 40.858951393400005 0.44844465735000011 41.772405911750006 41.808689985400001 0.46097422230000007 0.4690129038000001 0.59751205050000011 44.749265482150008 0.58035687555000015 0.63013083440000017 0.64803449000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -5 12 -11 13 14 -12 15 -9 -13 -18 -19 -20 -21 -22 -23 26 -25 27 -24 -26 -27 -30
right_child=1 2 7 8 -6 6 -8 9 -10 10 11 16 -14 -15 -16 -17 17 18 19 20 21 22 23 24 25 28 -28 -29 29 -31
leaf_value=0.0010624686311499841 0.066209951712777451 -0.20764368585495874 0.05372207825596164 -0.0078518014408966406 0.072971728865615856 -0.12002406640671953 0.037491363300473139 0.060860833842331707 -0.11739524456715913 0.067469397021894764 -0.16322326456887026 -0.056889974924964753 0.054846676167108588 0.0037822662779996054 -0.010836035108357083 -0.18681490905155898 0.077919214691570704 -0.12494616463639921 0.074229130465774951 -0.13326785944137193 -0.11196705701593711 0.21023832992799193 0.078103072405853666 -0.13597892516641052 0.023529029342536513 0.060145216135338291 -0.0037745289181379 -0.12272996534086689 -0.13652143139185169 0.015013775069814932
leaf_weight=342.58100159677997 1.5970572307705859 1.0247476380318392 8.0917346829082799 0.83062789996620168 3.9452071711421013 4.4037394770421088 1.1831133838277308 1.8423817767761628 3.3106384219863685 5.9945652118185526 2.519273216836154 2.3896362922532708 3.0902459751814595 1.4340534853981806 4.4293361492455006 2.8528866581618786 3.8039069825317702 1.5377469496452274 2.7624959526583579 1.2108403254533211 1.3146639844053449 0.75535199511796491 5.3091476634144801 1.7191629279404868 1.1367527805268758 4.761187964701092 4.2291150563396513 1.9684624086366964 0.94540824065916229 3.9674480126122944
leaf_count=2955 6 8 38 35 11 90 24 12 73 38 30 361 13 29 23 31 45 87 31 31 90 4 19 73 21 167 30 66 36 156
internal_value=-2.33094e-05 -0.00443254 0.00161832 -0.0318095 -0.00813798 -0.0526812 -0.0866674 0.00476881 -0.0954237 -0.001836 0.00396211 -0.00515321 -0.0245062 -0.102643 -0.0513808 -0.0896291 0.0050397 0.00921763 0.000952208 0.00738836 0.000629069 0.00683927 0.0131393 0.00694546 -0.0159846 0.000157907 0.0417998 -0.0691877 0.0224167 -0.014147
internal_weight=426.942 84.3609 69.0906 15.2704 11.1291 7.18391 5.58685 68.0658 4.14127 59.9741 47.7592 41.7647 12.2149 3.95333 9.1246 4.69527 37.8113 35.4217 31.6178 30.08 27.3175 26.1067 24.792 24.0367 14.4984 12.7793 9.53826 3.10522 9.67404 4.91286
internal_count=4633 1678 1439 239 131 120 114 1431 108 1393 1314 1276 79 59 66 43 1217 856 811 724 693 662 572 568 519 446 49 87 359 192
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 1 1 1 0 2 0 0 0 2 0 0 0 2 0 1 1 2 2 0 0 2 1 2 1
split_gain=0.201505 3.61538 1.64738 2.44288 2.97571 2.81498 1.6249 6.76395 1.9871 3.25967 1.24895 3.08633 2.98907 2.81815 3.06524 2.28592 2.50952 3.92214 2.38519 2.12636 1.67247 2.65725 2.10527 4.7859 1.60999 2.68949 1.53429 4.51251 1.39722 1.21506
threshold=0.50291907430000016 0.5054040298000001 0.37644082515000005 0.37043801085000005 0.5116313883000001 39.354247760400007 0.36618664115000005 0.37043801085000005 0.37644082515000005 0.49688632075000011 38.238138001450004 0.5195503128500002 0.51657136015000005 0.52252926560000013 37.995872310650007 0.52157121045000021 0.52432561900000019 0.52252926560000013 38.324118171300007 0.52863686715000002 0.39995808510000008 0.39563186730000005 43.61821939175001 43.663128814500006 0.5296248615500001 0.5380527529500001 41.404176814550006 0.39170982905000007 49.960114208400007 0.40651477500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -5 -1 -8 -9 -10 11 -4 -12 -13 19 -14 17 -17 -18 -15 21 26 -23 -24 -21 -26 -20 -28 -25 -27
right_child=1 2 10 5 -6 -7 7 8 9 -11 12 13 15 14 -16 16 18 -19 20 24 -22 22 23 28 25 29 27 -29 -30 -31
leaf_value=-0.00060408729311200646 0.062754156389476026 0.054484034627702432 -0.11548909146572378 0.016141509242234949 -0.075036740941768376 -0.14123815947715232 -0.22535522383021447 0.073423328862300644 -0.1411831511307361 0.063974624134062963 0.071414645395328907 0.073362430153030803 -0.075231075717417606 -0.065971477757834379 -0.1369007975359828 -0.023353146300331834 0.13063498009707522 0.082524472011427374 0.041342855207131685 0.089243200544198362 0.0031685613978093617 -0.12437437231815972 0.20390683693156766 -0.12229631483887514 -0.148343578675663 0.055403868806060998 0.023703963331501279 -0.13074215362390537 0.072453191053809846 -0.011712326412826553
leaf_weight=196.03628208884038 9.39374030404724 4.3046437129378301 2.8988415366038707 1.7024294007569549 3.017093475908041 3.4190307334065437 1.6697014443925571 2.3738144040107727 1.7042302931658926 1.4195488486438987 6.4859608368715262 3.76104508340359 3.7262283023446789 4.891750240698463 2.0446375025785519 5.582764699109247 1.3838271349668492 9.3727052857720974 5.1728588351979878 2.1831882596015921 122.69856701149547 4.0466335378587237 0.75633162260055575 1.9197592502459886 1.1679785661399353 4.0327847260050467 5.683803466614334 2.835498403001111 0.45587463257834304 8.1457751668713154
leaf_count=1778 53 19 27 12 36 49 18 11 37 24 42 18 29 46 47 29 10 61 34 7 1461 82 2 101 22 18 36 79 8 437
internal_value=-4.07962e-05 0.0020485 -0.000645314 -0.0359455 0.00111196 -0.0889234 -0.00231393 -0.0490807 0.00445647 -0.0479527 0.00155922 -0.0175752 0.00483518 -0.00675295 -0.020165 0.00219619 0.00400041 0.0430012 -2.34683e-05 -0.00847723 -0.00128285 -0.0274526 -0.0767317 -0.0151754 0.00963304 -0.00338936 -0.00161623 -0.0277007 -0.0849247 0.0105124
internal_weight=424.287 221.084 211.69 12.4432 7.32174 5.12146 203.204 7.16729 5.49759 3.12378 199.247 29.126 170.121 26.2272 22.4661 163.635 159.909 14.9555 144.953 20.4215 143.569 20.8708 7.1786 3.13197 15.5297 13.3465 13.6922 8.5193 2.37563 12.1786
internal_count=4633 2765 2712 116 55 61 1868 90 72 61 2596 622 1974 595 577 1932 1903 90 1813 530 1803 342 193 111 484 477 149 115 109 455
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 1 1 0 2 1 0 0 0 0 2 0 1 1 0 0 0 0 2 2 0 1 2 1 2 0
split_gain=0.207397 4.83206 2.13849 3.60703 2.18312 2.88053 1.70707 1.0331 0.832994 0.723848 1.50624 5.13051 1.43701 1.671 1.64921 1.38283 0.707558 0.927216 5.19381 1.9639 0.686014 2.29853 2.18185 2.25326 2.84645 2.0308 2.40053 2.24477 1.61027 1.30478
threshold=0.42111014640000005 0.53998383280000006 0.41917906650000009 40.858951393400005 0.54450465555000005 0.40437412050000004 0.39670967935000007 0.54191491270000014 39.354247760400007 0.43220262865000009 0.5485614203000001 0.55348642255000013 0.54585192060000021 0.54986377655000018 40.300545846000013 0.55980359870000018 0.41625999220000004 0.40651477500000005 0.5276039639500002 0.54191491270000014 0.52432561900000019 0.52769378160000013 39.955516828000007 41.404176814550006 0.52507409960000018 0.39019789825000006 38.751720283100006 0.38976377950000002 43.940903692500008 0.5218855723000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 6 8 -3 -6 12 -11 -12 -9 -14 -15 -13 17 19 -19 20 25 22 -22 -24 -25 27 -27 29 -23 -1
right_child=1 7 3 -5 5 -7 -8 9 -10 10 11 15 13 14 -16 -17 -18 18 -20 -21 21 28 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00045690192156162937 -0.13618143645557637 0.063775083312112638 -0.013352385011906207 0.095315201291153548 0.010375405022997219 -0.13036483164654311 0.092898573319128278 -0.06679491805679981 -0.1150320254226769 0.077711741738070758 -0.16885056855509517 0.0420338864744111 0.051842159499103417 -0.11092529318032861 0.003121331661641909 -0.0016571773685087603 0.027283211936001629 0.059023787652338781 -0.14038240640529426 0.079917630814470397 -0.13257717201327102 0.0084587908251860921 0.066334299166176211 0.077162518551854575 -0.12735066375678414 -0.02811535527578948 0.067526461805737514 -0.09141893736936664 -0.070460848094917969 0.053779842861430366
leaf_weight=236.42233447114268 2.6945462034636867 2.4498561918735495 5.9785229079425317 6.2455688179470599 1.0698817148804662 2.9702130555378972 1.3279675357043741 4.8623486906290045 1.0489568184129892 2.5353908464312545 1.7697166968137015 8.2359921697061491 3.7655517011880857 1.8727846795227376 3.9262824560864829 60.149711888399906 9.7257513841614109 2.5813671540236092 2.6441800608299673 3.0902630066266275 2.7499856352806074 25.159979098942134 1.8461455255746839 0.94023302569985423 2.4640824645757675 3.669370196061208 9.2140850327559729 2.6828642487525931 2.8814970810781224 4.520372971892356
leaf_count=2049 118 10 30 30 4 67 21 25 40 9 15 44 12 56 32 1413 40 22 44 14 56 196 20 5 112 29 57 15 25 23
internal_value=-4.79862e-05 -0.00423828 0.00112627 0.0421684 -0.000456336 -0.0581903 0.00400461 -0.000268915 -0.0517091 -0.00206991 0.00199095 -0.000745568 -0.0225307 -2.81901e-05 -0.0337096 0.00360473 0.00073648 -0.000121663 -0.0418778 0.000616389 -0.000221283 -0.0131398 -0.0604184 -0.0226245 -0.0708665 0.00159389 0.0402865 -0.000452257 0.000349135 0.000560644
internal_weight=421.496 92.2622 329.234 12.2241 317.01 6.41702 3.44681 89.5676 2.11884 87.1178 72.6908 70.1554 14.427 9.56462 5.79907 68.3857 310.593 300.867 5.22555 295.641 292.551 36.0419 8.00045 5.25046 3.40432 256.509 12.8835 243.626 28.0415 240.943
internal_count=4633 1734 2899 60 2839 132 65 1616 44 1606 1481 1472 125 100 88 1457 2707 2667 66 2601 2587 414 193 137 117 2173 86 2087 221 2072
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=2 0 1 2 1 0 2 1 2 1 2 2 2 0 0 0 0 2 1 0 0 2 2 2 2 2 2 0 0 2
split_gain=0.180647 0.246003 0.41725 0.236463 0.250677 0.739144 0.703955 0.183143 0.6394 1.5413 0.701868 0.490475 0.688464 0.725426 0.267896 2.35081 0.928224 0.857872 0.791699 1.74357 1.20813 0.769468 2.98865 2.30867 1.53885 2.04731 1.81488 1.43411 1.14896 1.09166
threshold=49.292797572200008 0.66718062335000017 0.50056884525000012 49.960114208400007 0.4995808509000001 0.58035687555000015 51.757767929250001 0.31100865245000009 49.064150740050003 0.31060447290000009 48.823707093150006 45.044778924400006 44.952171034750002 0.41973294215000007 0.47736594710000008 0.47757552170000012 0.47709649410000005 48.914776625700007 0.34512439750000007 0.47943175355000006 0.47847369840000004 43.847983878700006 43.067541470150012 44.131787411600008 42.498713093000006 42.720329370750001 42.243697547450004 0.47076434840000009 0.41212837940000008 42.055256506450007
decision_type=2 2 2 2 2 2 2 2 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 -5 8 9 10 11 12 13 -1 16 -16 17 21 19 20 -17 22 24 -23 26 -26 28 -25 -9 -30
right_child=1 -3 -4 4 -6 -7 -8 14 -10 -11 -12 -13 -14 -15 15 18 -18 -19 -20 -21 -22 23 -24 27 25 -27 -28 -29 29 -31
leaf_value=-0.10473297558904038 -0.040476003480416294 0.042467054461097338 -0.11229608980831803 0.046437955345639707 0.084396748110225003 -0.1169561607898445 -0.10320241092166321 0.11164561870705698 0.070174349106240944 -0.19001099327655144 0.10896561511141922 -0.11214051078651864 0.10721574800840555 0.10446768953820557 0.070849272748822648 -0.023657362135181034 -0.041716948205737341 -0.063886421195622281 0.0013983557251508166 0.00036984092301899015 -0.1014114124888565 0.11325682912752773 -0.098590197110982075 0.017843154468964294 0.1030025266420464 -0.02047474553455092 -0.12055142591460762 -0.11667070030241643 -0.010573892767266708 0.063495392578108281
leaf_weight=0.55064663462690056 2.1419257958186781 0.62454378919210274 0.485419621458277 1.7011080711963598 0.33693253993988026 0.49663053918629874 0.38564401507028367 0.89126361868694104 1.6296367552131412 0.40121854841709126 0.66593000292778004 0.38086964190006245 0.51170094683766365 0.23713837563991547 4.7487137243151656 5.0599455237388629 6.6162343546748152 2.1093082036823025 324.3077970112281 19.140577185899019 3.3026604242622852 2.3284477968700221 3.103992309595923 4.5887929382734001 3.2573469430208197 2.2845862245885655 1.3108341004699458 0.95806667208671559 22.241314039754801 2.1853078994899979
leaf_count=154 49 40 34 29 3 61 98 89 12 9 3 19 3 2 18 27 37 16 3179 82 31 11 67 106 14 36 27 16 349 12
internal_value=-5.24683e-05 -0.0170338 -0.0237323 -0.0152399 0.00326971 -0.00731112 0.0187835 0.00020143 0.0205477 -0.00888754 0.0220849 -0.0123462 0.0169027 -0.0417596 -1.6618e-05 0.000960252 -0.00673101 -0.00161658 1.6896e-05 -0.0162728 -0.0543649 0.00142737 -0.00488232 0.0296894 0.0041591 0.0521007 -0.00581844 -0.0053904 0.000121866 -0.00394734
internal_weight=418.985 6.1722 5.54766 5.06224 2.92032 2.58338 2.08675 412.812 4.37714 2.7475 2.34629 1.68036 1.29949 0.787785 408.435 356.56 51.8755 45.2593 351.811 27.5032 8.36261 43.15 35.2746 7.87531 32.1707 5.54193 26.6287 5.54686 25.3179 24.4266
internal_count=4633 314 274 240 191 188 127 4319 202 190 181 178 159 156 4117 3337 780 743 3319 140 58 727 594 133 527 50 477 122 450 361
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 1 2 0 2 2 0 0 0 1 1 0 0 0 2 1 2 0 1 1 0 2 1 2 1 1
split_gain=0.177398 4.28488 1.79066 3.20781 2.0815 3.00196 2.18918 1.89353 1.19167 2.75741 1.60317 0.873194 2.0026 0.851174 1.3283 1.46026 4.52431 0.788802 2.49746 2.85315 3.49363 2.49657 2.36014 2.28669 2.23346 2.01971 1.80991 2.93469 1.75584 1.64602
threshold=0.42111014640000005 0.53998383280000006 0.41917906650000009 40.858951393400005 0.53998383280000006 0.40651477500000005 40.542362378300005 0.5380527529500001 37.765550062200006 47.74983977685001 0.54353163080000011 0.54413041525000005 0.54585192060000021 0.42307116555000007 0.42802610700000004 0.5485614203000001 0.55348642255000013 0.52432561900000019 43.61821939175001 0.40206880030000008 41.404176814550006 0.52688542260000015 0.39814676205000005 0.39563186730000005 0.52537349185000015 44.701063782750005 0.38512319990000005 48.823707093150006 0.4172030777500001 0.39019789825000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 8 -7 17 -6 -10 -11 -3 -13 -14 -15 -16 -17 29 19 20 21 -19 26 -23 -22 -24 -20 -28 -27 -1
right_child=1 11 3 -5 5 6 -8 -9 9 10 -12 12 13 14 15 16 -18 18 22 -21 24 23 25 -25 -26 28 27 -29 -30 -31
leaf_value=-0.00032054678798898288 -0.13336854944205995 0.036476750609459443 -0.012109436078979484 0.092022151910632524 0.050753398799761221 -0.040749994531150267 -0.16227643166610642 0.039789524534444232 -0.10827742469049101 0.12717521344398117 -0.04234538275268631 -0.080746744743607241 0.052841719937788301 -0.065045809421700795 0.090547174163214339 -0.15543501048531605 0.0027108768971898928 -0.080469299853967724 0.053911600795692766 -0.13653104656491444 0.026064880843363999 0.066256848419803255 0.13242531699378085 -0.020627880981669924 -0.12990577588928451 -0.058320541963697382 -0.14228344248983349 0.12419629608748253 0.084553728389400284 0.035613515338575229
leaf_weight=242.70735128494562 2.4883889533812171 6.0123325549066058 6.0008921041153354 5.8346978346817195 3.1359047619625908 3.6174197519430891 2.5114183218393009 12.286526609212158 2.2338716480880976 1.2046766143175776 1.0390453669242559 3.1849973611533633 2.9485695250332347 3.193529549665981 1.7705963030457486 1.8570389887318004 69.920515312609496 2.886989430524415 1.4829000439494833 2.3996064141392699 1.2037272211164225 6.0857403911650163 2.6001943498849869 6.0310814063996077 3.8692606072872877 1.6607814736198636 1.9498394900001588 0.5244213705882429 1.7842573355883358 13.454024850972926
leaf_count=2087 118 23 30 30 13 42 42 47 28 4 48 18 18 33 6 18 1500 47 12 26 11 24 6 78 84 35 99 2 7 97
internal_value=-4.98493e-05 -0.00394457 0.00104013 0.0392253 -0.000396117 -0.0384554 -0.090548 0.00134193 0.00347885 -0.0296301 0.0486719 -0.000321378 -0.00299096 0.000116718 -0.00190908 0.000832373 -0.0013807 -0.000294668 -0.0149759 -0.0334745 -0.021157 0.00309918 0.0265923 0.0230105 -0.0928968 0.0658932 -0.0334465 -0.0858029 0.015677 0.00156677
internal_weight=417.881 91.376 326.505 11.8356 314.669 13.7423 6.12884 300.927 7.6135 4.47759 2.24372 88.8876 82.8752 79.6902 76.7417 73.5482 71.7776 288.64 32.4788 22.4764 20.0768 15.0038 10.0024 12.1168 5.07299 6.04523 3.95716 2.47426 3.44504 256.161
internal_count=4633 1734 2899 60 2839 177 84 2662 93 80 52 1616 1593 1575 1557 1524 1518 2615 431 270 244 149 161 102 95 48 113 101 42 2184
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 1 1 1 2 2 0 0 0 1 2 2 2 1 0 1 0 1 0 2 1 0 0 0 0 2
split_gain=0.178467 3.62211 1.84224 1.38047 1.04532 0.97277 1.80166 0.609351 0.701362 2.11479 1.52869 1.60987 1.34892 1.50993 1.33814 1.48093 2.5901 1.39509 2.03267 0.689946 0.974189 0.454176 1.57943 3.74235 1.24643 2.28961 2.23939 2.34367 2.18797 2.65586
threshold=0.4529056016000001 0.56065686655000013 0.45736654595000009 0.56300709560000006 37.995872310650007 0.46097422230000007 0.46280051495000007 0.58454836680000011 44.749265482150008 42.527280425250005 0.60710757165000018 0.58035687555000015 0.6310290111500001 0.51869704500000013 42.498713093000006 41.808689985400001 41.772405911750006 0.46636328255000009 0.62143349005000015 0.48250052395000009 0.62376874945000005 0.44618424600000006 0.57559653900000007 47.309807198350008 0.43967246490000006 0.57161462230000015 0.56300709560000006 0.57559653900000007 0.55788748840000013 42.580420142950011
decision_type=2 2 2 2 2 2 2 2 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 4 -4 -3 -5 -7 8 9 14 11 -10 -12 -14 15 16 17 -8 -19 -20 -21 24 -23 -24 25 28 -26 -28 -1 -30
right_child=1 2 3 5 -6 6 7 -9 10 -11 12 -13 13 -15 -16 -17 -18 18 19 20 -22 22 23 -25 26 -27 27 -29 29 -31
leaf_value=0.00097147599679918645 -0.19899046433888301 0.010438977953878346 0.08317261738748058 0.046455858970202615 -0.099218937188888967 -0.11550437416246535 0.062545280749931126 -0.11272063675188104 0.031344744750929091 -0.10977712482388309 0.098319178674554003 -0.15345046235770576 -0.039123427658170562 0.088877520951163025 0.14610749830921718 -0.12058697975200815 0.18507985954512557 -0.11339466315459044 0.12075408941249276 0.066832465636517471 -0.1066691942943441 0.031969745890203301 -0.12892483908026317 0.075549732329415351 0.031521108131588545 0.068946887763584846 -0.16086390721888177 0.0017968311576462418 -0.020108968048415145 -0.14624038137078296
leaf_weight=345.13780830289761 0.95562710310332732 1.2724023170885654 2.2466952595859793 3.9934874099562903 2.7439257008954883 1.4360606549307728 1.7990779886022261 0.46286521085858012 1.0046851150691489 1.8943023518659163 2.874650634941645 0.88817484362516541 2.4881289089098577 1.4637190508656202 0.6421564130578189 0.95536284334957589 0.76898516155779351 2.0284646675572735 0.58633680784259912 0.73347351141273953 0.57915115253126714 13.681262777565282 2.1048269238672215 1.5573651169543152 2.3131838133558622 4.828227750665973 2.1601817179471259 1.5014816018810959 8.1797450701706094 2.0974649279378346
leaf_count=3079 20 19 8 42 48 84 19 115 20 137 34 51 36 44 2 61 4 193 12 10 212 63 49 23 11 68 23 28 69 49
internal_value=-5.27279e-05 -0.00724952 -0.00131238 0.00813774 -0.0644785 0.00128462 -0.00746983 0.000623433 0.00342794 -0.0146642 0.024151 -0.0553656 0.0461995 0.00828665 0.00759851 -0.00433897 0.0127589 -0.0103813 -0.0437875 0.0305666 -0.00971926 0.000544271 0.0163566 -0.041971 -0.000204575 0.000546753 -0.0455046 -0.0941641 -0.000382446 -0.045851
internal_weight=415.379 31.8177 30.8621 26.8458 4.01633 24.5991 20.6056 19.1695 18.7067 9.98731 8.71936 1.89286 6.8265 3.95185 8.09301 7.45085 6.49549 5.7265 3.92743 1.89896 1.31262 383.562 17.3435 3.66219 366.218 360.243 5.97485 3.66166 355.415 10.2772
internal_count=4633 1171 1151 1084 67 1076 1034 950 835 650 185 71 114 80 513 511 450 446 427 234 222 3462 135 72 3327 3265 62 51 3197 118
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 0 0 1 2 2 0 0 0 1 2 2 0 2 2 2 2 2 0 1 1 2 1 1 1
split_gain=0.154916 3.11489 1.62176 1.43472 2.59258 1.68458 0.883738 0.839918 1.59476 0.772914 0.864885 0.699798 0.665708 0.651644 0.868131 0.589013 2.02783 1.24569 1.4875 1.36123 0.958373 0.790736 0.785836 0.770099 0.736139 0.748173 1.96923 0.736364 1.74932 0.375685
threshold=0.4529056016000001 0.56065686655000013 0.45824975300000009 0.46551001470000003 43.61821939175001 0.56685428580000019 0.60134427115000011 0.56748300950000019 0.4690129038000001 37.892416320650007 48.553014326500012 0.57927906350000014 0.68131193680000013 0.56748300950000019 0.45932756505000005 44.749265482150008 42.546237522150008 0.58984760935000013 42.498713093000006 40.767054867700004 45.711398460000005 40.722669576350008 37.345948426100009 0.62376874945000005 0.51869704500000013 0.4995808509000001 50.427417695700008 0.49585341755000006 0.48616807880000007 0.44618424600000006
decision_type=2 2 2 2 2 2 2 2 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 9 4 13 -5 -6 -7 -9 -3 -11 -10 15 -4 -15 16 17 -13 19 21 -17 22 23 -19 25 27 -27 28 -22 -1
right_child=1 2 3 5 6 7 -8 8 11 10 -12 12 -14 14 -16 20 -18 18 -20 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00018919094828504353 -0.18967093125709614 0.01310517336586824 0.12475172415290764 -0.14226964529075734 -0.13171322951053446 0.1021833354394963 0.020694995778296379 -0.14009740544286842 -0.11207111099910082 -0.11482812304320676 -0.010375489081224258 0.12705957453654818 -0.10439058912851502 0.11044707830504846 0.0064638434465070782 0.11391938441398296 -0.1088635134708747 0.10779372590362156 0.13952820410992714 -0.11517217479530853 0.054944589143066561 0.1237397600115427 -0.10531152887515463 -0.10486885747364752 0.078769028326924895 -0.13635932988230501 0.063533137098800499 0.089460831772284047 -0.12522329267100199 0.015046421854615886
leaf_weight=365.77137216865958 0.90499167400412517 1.2362920889863769 2.0722401440143612 0.86308163963258522 0.88223926816135623 0.78164943528827535 0.6689271591603756 0.81704578065546485 0.50897916962276113 2.3007618887349968 1.2094207266345618 0.90075775177683404 0.51657179733592862 1.4527906994917432 1.7948079138295723 1.1384474635124187 1.6057857748819513 0.57657752826344288 0.60700264200568188 1.2017045940738169 1.589648254215718 0.53449256252497424 0.60514928321936168 0.24164521392231109 1.4432543375296516 1.1434916080906989 0.86613941285759199 1.2118174447678027 0.81530237168772135 16.933964720519725
leaf_count=3327 20 23 5 8 64 5 5 36 18 51 10 37 179 10 37 4 130 43 2 136 20 2 104 84 25 20 27 11 55 135
internal_value=-6.15873e-05 -0.00692147 -0.00133144 0.00890301 0.047768 -0.00595861 -0.0659885 0.000919168 -0.00392977 -0.054891 -0.0788393 0.00324486 0.00715833 0.0809373 0.05298 0.0111375 -0.0119321 0.021417 -0.00384694 -0.0313915 0.0287686 0.0200316 -0.018912 0.0449882 0.0150565 -0.00128666 -0.0502068 0.0258955 -0.00613413 0.000484955
internal_weight=413.196 30.491 29.586 24.8395 6.87101 17.9685 1.55117 17.1055 16.3238 4.74647 3.51018 15.5068 14.9978 5.31984 3.2476 14.4812 6.27312 4.66733 3.76657 3.15957 8.2081 1.95786 1.42337 0.818223 7.06965 5.6264 2.00963 3.61677 2.40495 382.705
internal_count=4633 1171 1151 1067 121 946 69 938 933 84 61 897 879 52 47 700 538 408 371 369 162 233 231 127 158 133 47 86 75 3462
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 0 1 2 2 2 0 2 0 1 0 0 1 1 2 0 0 1 1 0 0 2 0 0 1
split_gain=0.164872 1.70424 0.609393 0.645531 0.513679 1.76254 0.397859 0.597818 0.727944 1.51202 1.02208 0.435072 1.82277 1.743 1.25174 1.75388 0.475045 1.07661 0.546289 2.05312 1.28847 2.14303 0.864782 0.748489 0.845201 1.6254 2.36244 1.77469 1.64795 1.23722
threshold=0.62376874945000005 0.47634801355000006 0.58454836680000011 40.722669576350008 46.095286511800005 0.51869704500000013 0.61686775845000008 0.47634801355000006 42.498713093000006 42.546237522150008 49.960114208400007 0.58388970390000006 47.309807198350008 0.58887458460000019 0.44393880420000004 0.60134427115000011 0.57927906350000014 0.45824975300000009 0.4529056016000001 39.476991512000005 0.56065686655000013 0.56300709560000006 0.46280051495000007 0.44618424600000006 0.57403969940000021 0.55688452445000014 42.580420142950011 0.56579144335000009 0.56915960600000015 0.43643902880000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -6 7 11 -9 -10 -11 16 13 -13 -15 -16 18 -18 23 22 -21 -22 -20 24 25 -1 27 29 -29 -27
right_child=1 2 -4 4 5 -7 -8 8 9 10 -12 12 -14 14 15 -17 17 -19 19 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0008177546058669732 -0.13745426194639326 -0.10620621903383182 -0.11322770708160482 0.059559744069205584 -0.073747766866102446 0.079015072933276406 0.039614194230527595 -0.10678274213471127 0.13536686702081585 -0.11229802929345821 0.011301857609802467 0.071440063031214224 0.093266722300683363 0.065539407578184244 -0.14953277935295481 -0.0024571810873024857 -0.1175718159629332 0.021045951963482926 -0.026053577609798546 -0.18777150224026296 0.041209137377437782 -0.11229829369432004 0.066614287610092582 0.023586963496983276 0.050504271749092305 -0.096285983962105345 -0.10862047893030634 0.07026471251426418 -0.031444637885104154 -0.0076523552259572351
leaf_weight=345.26134381900192 0.98183886145125043 0.41993065716451372 0.40959200240467897 2.1923746655520517 1.6525253630243244 1.3910352673847226 2.5450179125182322 1.109504724619909 0.56738519668579135 1.2140992828644814 1.4902206662809474 1.904071681026833 2.5613833324459847 0.82526218926068384 1.5453539987793194 1.7057980379031503 1.0854207116644823 1.1581369292689485 1.7786941444501261 0.78545783599838603 1.5860366187989714 2.1317990645766258 2.3212862050859258 13.767166061414171 3.2624568927567443 3.030727001372723 3.2023970808368167 3.5334893758408725 2.9008114971220493 3.2785374149680138
leaf_count=3072 38 169 115 99 31 42 109 156 1 46 73 24 25 17 40 41 43 40 30 14 10 91 21 79 26 43 72 20 28 18
internal_value=-6.3803e-05 -0.0152277 0.00455754 0.0130874 0.022655 -0.00392872 0.000200353 -4.91676e-05 -0.0367865 -0.0130493 -0.0441881 0.00035562 0.0226805 -0.00755095 -0.0444472 -0.0723659 -0.000134495 -0.0460166 0.000131608 -0.0247854 -0.0713977 -0.0468117 0.0264122 0.000698362 -0.000166212 -0.000623872 -0.0318379 -0.0125428 0.0244105 -0.0502285
internal_weight=411.599 7.0473 6.06546 5.65587 5.23594 3.04356 404.552 402.007 4.38121 3.27171 2.70432 397.626 8.54187 5.98049 4.07641 3.25115 389.084 2.24356 386.84 8.60327 4.50329 3.71784 4.09998 378.237 364.47 361.207 15.946 12.7436 6.4343 6.30926
internal_count=4633 494 456 341 172 73 4139 4030 276 120 119 3754 147 122 98 81 3607 83 3524 166 115 101 51 3358 3279 3253 181 109 48 61
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 0 0 1 0 0 1 1 1 2 1 2 1 1 2 0 0 2 0 0 1 1 0 0 0
split_gain=0.159732 1.10524 0.781764 1.51851 2.13293 1.63187 1.38661 2.646 2.62001 0.71689 0.769595 1.59222 1.44475 2.9971 1.86605 1.18637 2.52364 1.73984 1.61665 1.38229 0.905536 2.87357 2.68207 1.19412 3.75818 1.90702 3.13816 2.33583 2.33542 3.75724
threshold=0.48185683060000012 0.34458549145000011 0.34494476210000008 0.3453339720000001 0.48265022005000008 0.48271009850000007 0.48458129995000004 0.48368312325000012 0.34566330350000002 0.48634771415000005 0.49194634890000005 0.34900152690000003 0.3475943834000001 0.35799826355000003 42.055256506450007 0.36880632320000012 38.474425342400004 0.37227927305000003 0.37323732825000006 43.118479346150004 0.50291907430000016 0.5116313883000001 44.026978245600006 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.52252926560000013 0.52432561900000019 0.5261668812000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7 -8 -10 11 -11 -12 14 -14 16 -15 -17 -19 -18 -20 22 -22 -23 -25 26 -26 -27 -29 -30
right_child=1 2 3 4 5 6 8 -9 9 10 12 -13 13 15 -16 17 19 18 20 -21 21 23 -24 24 25 27 -28 28 29 -31
leaf_value=-0.003006764369777426 0.063166270483055162 -0.035296978942928284 0.044892972630334253 -0.098204855605300095 0.079759650026289194 0.005388492984664245 0.11192325203278333 -0.09517278595029377 0.038529875947412223 -0.00071477285599416207 -0.090715016138991217 -0.083388498884966258 0.10528062523309144 -8.0545346080828717e-05 0.018293247277771263 0.046574054603847809 -0.12804173734212693 -0.1340987153445356 0.05883500091450377 -0.023647986334882104 -0.13492926427653962 0.03919807571497777 0.025936918046334929 -0.11004734549148483 -0.018465514707531033 -0.063309750744266299 0.084158279141373651 0.045854410137483481 -0.12415247038273501 -0.0001479251960682053
leaf_weight=127.47601504325576 2.8545880764722815 5.9297039583325377 7.8001222386956206 2.1877071382477871 2.6010815128684035 6.5575382225215417 2.1373533606529227 4.3537525907158852 4.918041198514401 7.6544572375714761 1.6979267969727505 3.3486367338337004 4.277749188244341 11.523097343742849 5.8230632096529007 8.2282391535118204 3.0066006816923609 0.89979913458228011 2.6031504534184924 2.1939227087423205 2.9766918723471454 7.9877675650641313 1.5900657853344453 3.0678790661622761 5.2455525668337923 5.8464375370822372 6.898388309404254 10.839776266817351 2.4852769649587563 144.98417482352306
leaf_count=1373 10 29 34 12 58 27 12 34 26 37 10 37 38 62 31 46 34 17 34 26 43 44 18 27 39 38 24 72 76 2265
internal_value=-6.8325e-05 0.00125754 0.000625621 0.00140379 0.000128204 0.00094385 0.000158823 -0.0347368 0.00168042 0.000730682 -3.37682e-05 -0.0258754 0.0011909 0.00186797 0.0551329 -0.000573391 -0.0261774 0.00152916 -0.000367426 -0.0840016 0.000251164 -0.000543443 -0.0789185 0.00136694 -0.000317796 0.00159166 0.0398301 -0.00123715 0.00105522 -0.00223775
internal_weight=409.995 282.519 279.664 273.734 265.934 263.746 261.145 10.9113 250.234 248.097 243.179 11.0031 232.176 230.478 10.1008 220.377 16.7236 203.653 195.425 5.20052 194.525 191.922 4.56676 187.355 179.367 176.3 12.1439 164.156 158.309 147.469
internal_count=4633 3260 3250 3221 3187 3175 3117 61 3056 3044 3018 74 2944 2934 69 2865 122 2743 2697 60 2680 2646 61 2585 2541 2514 63 2451 2413 2341
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 0 2 1 1 2 0 2 0 1 2 1 2 1 1 0 1 0 2 2 1 0 0 0 0
split_gain=0.159176 0.731755 0.793574 2.30327 0.938861 0.698212 1.83291 0.523083 0.649422 0.632801 0.682704 0.578287 0.576254 2.58875 2.69753 0.793526 1.80292 1.3566 1.35124 3.56929 1.21779 3.46603 1.24154 1.03641 0.623689 0.619956 0.563643 0.504761 0.457356 2.22598
threshold=45.700098835450007 47.74983977685001 0.41808628485000005 0.43967246490000006 0.45218706025000005 0.48634771415000005 0.47905751325000007 45.044778924400006 0.4172030777500001 0.47941678395000004 37.345948426100009 0.62376874945000005 44.578137159850009 0.47648274005000008 0.4417083321000001 43.895345911700005 0.42209814075000007 43.564719632750005 0.34527409360000011 0.39814676205000005 0.52366695610000014 0.34575312120000007 0.47943175355000006 43.477771593600004 44.131787411600008 0.36166581840000006 0.59930840395000018 0.48654231910000006 0.61797550970000004 0.64803449000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -4 -5 6 -2 9 27 12 11 -11 15 -14 -15 17 20 23 -19 25 21 22 -17 -1 -18 -20 -12 -9 -3 -30
right_child=1 28 3 4 -6 -7 -8 8 -10 10 26 -13 13 14 -16 16 24 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00049307340194744669 -0.11483040391849608 0.0063110085777278143 0.10659416712405656 -0.13053135852312597 -0.012871468255794933 -0.10939960374153102 0.12989018856812512 0.048683367406598378 0.068917700735554019 0.09632489233489977 -0.017230275608526944 -0.10405539899566599 0.094621592268562524 -0.13028593763366633 0.06258300890708729 0.096954455152293659 -0.12187473186296589 0.018950112069402159 -0.16676294233632316 0.018099384916479399 0.083550375580730141 -0.069403530147496131 0.0024957502131967256 0.056792498175777112 -0.013177444688345936 -0.081266702300929777 -0.10542329935797452 -0.043384808376877693 -0.15832330136741479 0.016955906215647059
leaf_weight=332.30480767356494 0.74222211306914621 23.113637131886211 1.2739451322704551 1.0432934574782851 1.9378613330190999 1.9457713151350615 0.52081328630447388 1.0446001240052276 2.4834614270366728 0.55141665760311243 1.3890377277857626 0.1949394887269591 1.1783723061380431 2.5850813782308255 1.0079172402620313 3.7181010414205939 0.9538572803139681 2.91159136223723 2.0512434933334593 2.9382045329548419 3.9722500038333228 3.0592693630605936 2.22368473559618 3.3023038917162912 1.1820133738219736 1.446039635222405 1.51508315007959 1.3850097749382255 1.0054302744683803 2.5934214352164418
leaf_count=2850 83 380 4 12 48 71 1 22 17 45 42 142 12 103 5 46 67 21 17 23 16 27 8 32 17 39 363 23 24 73
internal_value=-5.47455e-05 -0.00658692 -0.0342687 -0.00595298 -0.0540481 -0.0718173 -0.0139197 0.000543131 0.0329571 0.00011095 -0.0413173 0.0439879 0.000525475 -0.033999 -0.0761818 0.000982975 0.0234141 4.78771e-07 -0.0375766 -0.0631509 0.0374303 0.0170771 0.0616037 0.00104705 -0.0617205 -0.131412 -0.0632407 -0.0038005 0.00114782 -0.0320128
internal_weight=407.575 34.1764 7.46391 4.2551 2.98115 3.20881 1.26304 373.398 4.91307 368.485 3.65048 0.746356 364.835 4.77137 3.593 360.063 15.1092 344.954 9.34708 6.43549 12.9733 9.00106 5.94179 335.607 2.13587 3.49728 2.90412 2.42961 26.7125 3.59885
internal_count=4633 696 219 64 60 155 84 3937 62 3875 592 187 3283 120 108 3163 181 2982 100 79 97 81 54 2882 84 56 405 45 477 97
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 0 1 1 0 0 1 2 0 1 1 1 1 1 0 1 0 2 2 0 0 1 0 1 1 2
split_gain=0.165498 0.944267 0.848468 5.01413 2.98213 3.82728 1.88843 2.7466 2.22626 1.88265 1.55652 1.3536 1.22619 4.26865 1.83503 3.46524 1.54954 1.1566 1.09118 2.4531 1.70192 3.41756 4.69435 2.48806 1.61211 3.61231 1.46613 1.37679 1.24694 0.912357
threshold=0.48185683060000012 0.34458549145000011 41.972095654800007 41.319407281650008 42.081757894750005 0.48389269780000005 0.36042334060000009 0.36476452800000009 0.48588365620000007 0.48654231910000006 0.40206880030000008 39.852039223600009 0.5619592227500001 0.47447681205000009 0.41997245590000004 0.37043801085000005 0.39500314360000005 0.34584293880000011 0.49588335680000006 0.34566330350000002 0.52507409960000018 43.521589032450009 43.813842866750008 0.50913146310000013 0.53146612375000013 0.40651477500000005 0.52290350590000012 0.37977904855000005 0.3475943834000001 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 3 6 10 17 8 -8 -3 -5 -4 -10 14 -14 15 -11 -17 -6 19 -7 21 27 -23 -24 25 -22 -25 -20 -21 -9
right_child=1 2 4 9 5 18 7 29 11 12 -12 -13 13 -15 -16 16 -18 -19 20 28 24 22 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.003045116469810422 0.059511049516206796 -0.00052507427208166421 0.014026430697975331 -0.085617919923452537 0.022890845664494279 0.026666397876891925 -0.099308992526926265 0.0025876767267352142 0.017080160360161283 0.020351985986878183 0.1008819542097881 0.096048984367171852 -0.15300283155249339 0.098410011587975313 0.029674253367301669 -0.048361808430121556 -0.17112064799583326 0.10484411779045251 0.034354751145701259 -0.03298628934730502 -0.124856098407398 -0.23039973823753712 0.055916873407757653 -0.13071526405717929 -0.0012096388624232746 0.034519087193479375 0.05918687696241496 0.1042402969476357 -0.11208379053307344 -0.053694310263003524
leaf_weight=127.12398745861719 2.7598620727658263 9.8599267862737197 3.5375196281820518 7.7996491678059128 2.8305925577878943 5.0518779978156081 2.7750120516866437 122.90110289847507 3.4004729725420457 4.1835265830159205 4.9510208216961473 6.0014907717704773 2.3659154381602998 0.94510052748955775 5.7762933294288805 2.0849984269589186 2.028758080676198 4.3972518891096115 8.2497058957815188 5.6496774852275831 3.3362689297646275 0.99789335671812196 3.5521500769536942 1.5591972542024453 48.661494907282759 2.4787596128007863 0.54994353144138575 4.2822823908645651 3.0793781948741525 2.9493418229394583
leaf_count=1373 10 44 28 46 11 19 22 1362 30 26 24 56 30 68 32 22 25 61 47 33 150 14 38 48 832 56 42 16 37 31
internal_value=-5.45396e-05 0.00130811 0.000726607 -0.00355228 0.00790494 0.00281407 0.00347171 -0.000901207 0.0326728 -0.0447987 0.0646857 0.0674878 -0.026485 -0.0812392 -0.0136033 -0.0437316 -0.108902 0.0727493 -0.00296625 -0.028793 0.00186514 0.0274737 -0.0304167 0.00483347 -0.00715633 -0.0569196 -0.0811996 0.0582352 -0.0608898 0.00126869
internal_weight=406.12 278.996 276.237 173.072 103.165 94.6765 147.887 128.625 19.2619 25.1842 8.48854 9.40196 17.3846 3.31102 14.0736 8.29728 4.11376 7.22784 87.4486 13.7809 73.6677 19.1912 6.65918 5.66129 54.4765 5.81503 2.10914 12.532 8.72906 125.85
internal_count=4633 3260 3250 1794 1456 1404 1545 1415 130 249 52 86 203 98 105 73 47 72 1332 89 1243 205 142 128 1038 206 90 63 70 1393
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 1 1 2 0 2 0 0 0 2 1 0 0 1 2 2 2 2 1 1 2 2 0 2 2
split_gain=0.142262 2.90193 1.37981 5.77407 1.62531 2.67087 1.13183 2.10715 3.50592 1.99582 1.19285 2.19198 1.95187 2.28444 2.60829 1.67853 1.64378 3.92337 1.87232 1.6073 1.11408 1.55927 1.51457 1.02092 2.88723 0.952943 0.854043 0.775252 1.93591 1.79704
threshold=0.50291907430000016 0.5054040298000001 0.36618664115000005 0.37043801085000005 0.37644082515000005 0.49688632075000011 0.37644082515000005 0.37043801085000005 38.238138001450004 0.5116313883000001 38.238138001450004 0.51657136015000005 0.5195503128500002 0.52252926560000013 37.995872310650007 0.39019789825000006 0.52252926560000013 0.52366695610000014 0.39019789825000006 38.474425342400004 38.621016321050007 38.983591653800012 38.171717059500004 0.36551300860000008 0.36510882910000009 38.621016321050007 39.852039223600009 0.47568935060000012 39.788107623550012 39.032633164100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 20 -4 -5 -6 7 9 -9 -3 12 -12 -8 -14 15 -15 18 -18 -13 -19 22 -22 23 24 -1 -21 -2 29 -29 -23
right_child=1 6 3 4 5 -7 10 8 -10 -11 11 16 13 14 -16 -17 17 19 -20 25 21 27 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.01291011635978637 0.017973844552018215 0.048963316463214057 -0.21656093350862224 0.070149165015685161 -0.13773315356424834 0.056448917643050746 -0.094846319887391811 0.057069993626065546 -0.13847818453697075 -0.061103694898387712 0.063626099307407785 -0.073342828422833101 0.065870656272232722 -0.10293252752250458 -0.13557394944535942 -0.00098176943057806817 0.08197348094562322 0.055786854236694661 0.020249852264750536 -0.075130360877604427 -0.071558039033974993 0.14788511625275499 0.083648309309187138 0.063008468987067093 -0.13999023357029897 7.7590881465971795e-05 0.083013838660764894 -0.052517214416231396 -0.002023200693394013 0.0082461883293206348
leaf_weight=13.811204961297339 3.2305990234017354 4.0241521671414358 1.5381009214324866 2.1683832034468651 1.4805847276002171 1.3580213617533443 2.9502235278487232 1.271513865329325 3.2869011731818318 2.7893499853089452 6.0438771108165374 5.7914679395034891 3.5147857014089849 1.7791799157857955 1.8218987483705849 17.491052148721792 6.305040238890796 5.2000977892603251 3.3877799253095873 1.7071921761962574 3.2633933257311574 0.95085348375141876 3.2773412258829913 3.0083847902715197 1.3562725186347968 128.2473357031995 5.3828701798338443 8.0658494457602483 129.48224120633677 29.963113224264816
leaf_count=273 14 19 18 11 37 24 27 7 54 36 42 34 18 10 47 520 35 34 24 25 22 3 19 12 9 1780 39 48 798 594
internal_value=-4.25053e-05 0.00181334 -0.00194018 -0.0470962 0.00496176 -0.0448342 -0.000688042 -0.0313054 -0.0839324 0.00390346 0.00120177 0.00457625 -0.0179847 -0.00876942 -0.0212074 -0.0103947 0.00220708 0.00486805 -0.0388006 0.00127103 -0.000410246 -0.0030944 0.0210755 0.00979283 -0.000762199 -0.000910404 0.0586197 -0.00176815 -0.00498418 0.0125412
internal_weight=403.949 204.225 199.724 6.54509 5.00699 2.83861 195.612 11.3719 4.55842 6.8135 184.24 156.683 27.5571 24.6069 21.0921 19.2702 150.639 141.46 9.17925 135.155 193.179 171.725 21.4532 18.1759 15.1675 129.955 8.61347 168.462 137.548 30.914
internal_count=4633 2765 1868 90 72 61 2712 116 61 55 2596 1974 622 595 577 530 1932 1874 58 1839 1778 1465 313 294 282 1805 53 1443 846 597
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 2 2 2 2 0 0 2 2 2 2 2 1 0 0 0 2 2 2 2 1 0 0 2 0
split_gain=0.316637 0.817153 0.13729 1.01453 1.74511 0.85775 0.457016 1.31327 0.591087 1.34431 2.57829 0.235602 1.6042 2.32769 1.42016 2.19023 1.85499 1.24903 1.08607 0.627032 0.614877 1.47299 4.02862 3.30808 2.46165 1.41233 0.988546 0.615295 1.50822 2.94008
threshold=0.39587138110000003 0.3733870243500001 0.32467590790000006 0.33894194785000004 37.572218886150004 48.96897326980001 39.476991512000005 35.771221912400001 42.055256506450007 48.553014326500012 0.39614083410000006 0.47396784530000008 42.123054668150012 39.065416244600009 42.580420142950011 43.564719632750005 44.952171034750002 0.34377713240000007 0.47500074850000013 0.45798030000000006 0.47721625100000004 42.546237522150008 42.783136484500005 41.808689985400001 43.968221017800005 0.34521421515000011 0.47757552170000012 0.47880302985000006 39.656620114300004 0.47847369840000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 7 -2 -8 10 -10 12 13 17 -14 -16 -17 -5 -13 -18 21 23 -23 25 -24 -20 -22 28 -28 -30
right_child=2 -3 3 11 -6 -7 8 -9 9 -11 -12 18 14 -15 15 16 19 -19 20 -21 26 22 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.020474665122571636 0.053258211789429445 -0.13839401669537496 0.024749037139760396 0.017629825606610122 -0.13342934711536167 -0.026990136548079642 0.063839802513251775 -0.14552420748296943 0.11555185483504538 0.050824173291334651 -0.1160130474170112 0.046767420526866117 0.10965520985828636 -0.14061298189179688 -0.15449595864241775 0.11480082169570061 0.033893532515686935 -0.11598570556295069 -0.054025318258366817 -0.14236651872586814 0.034448291017916327 0.11078790349007622 -0.12641227323622931 -0.14179136181162402 0.023276000777116154 0.0290818939605028 0.049716530273025611 0.0011625642558914749 -0.0085059598945760317 -0.11392478439757051
leaf_weight=0.74027384910732397 0.79825895279645809 0.57542995325638913 1.2993173755239689 3.6725335935479944 1.5057802079245446 4.5776855461299411 3.66497411765158 0.56943036476150155 0.68480098247528109 3.6042560636997223 1.6142364423722027 5.031515844166278 1.5320345945656297 1.8618136403383685 0.76632818882353637 1.3475583912804725 0.33007755549624551 0.86425384100584768 3.9307152926921862 0.51944948732852936 8.5771603733301145 2.7984993401914826 1.9540164736099539 2.5207827510312191 2.5096745900809765 4.2620303370058537 2.9508961364626911 319.28023272256905 14.743121674284341 3.2241525296121827
leaf_count=18 7 170 31 25 67 37 22 45 2 16 58 35 8 93 24 7 58 81 19 6 38 9 55 41 21 29 12 3474 85 40
internal_value=-3.06199e-05 -0.0490074 0.000130077 -0.000241119 -0.0601613 0.00935355 0.0245667 -0.0295038 0.0322955 0.0127117 -0.0470381 0.000198108 -0.0142971 -0.0464617 0.0314845 -0.00892839 0.0418446 -0.00782381 0.000622848 -0.073882 -1.0216e-05 -0.0180461 0.0167227 -0.0416143 -0.0422512 -0.0107913 0.000919346 7.40063e-05 -0.016541 -0.0274229
internal_weight=402.311 1.3157 400.996 385.482 2.8051 15.5136 10.936 1.36769 9.56827 5.90329 2.29904 382.677 10.894 6.3986 4.49545 2.96341 2.19709 4.53679 371.783 0.849527 366.751 17.9757 7.26219 10.7135 4.46369 8.19275 348.776 340.198 20.9182 17.9673
internal_count=4633 188 4445 4258 98 187 150 52 98 76 60 4160 302 199 103 95 71 106 3858 64 3823 174 85 89 76 48 3649 3611 137 125
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 0 0 1 2 2 0 2 2 2 2 1 0 2 0 2 2 2 1 0 2 2 2 1 1
split_gain=0.15798 0.900359 1.71066 1.70547 3.34035 0.942667 1.32871 1.47962 2.30592 1.0296 0.875278 0.758384 1.02029 0.888788 0.776443 0.738021 2.52902 0.628069 0.557864 0.519773 1.99027 2.59803 3.39326 2.17167 1.89946 4.5885 1.74579 1.01298 0.958898 1.83041
threshold=44.202975721700007 43.895345911700005 0.42209814075000007 0.3465914194000001 0.47709649410000005 43.564719632750005 0.48389269780000005 0.49588335680000006 0.39814676205000005 43.477771593600004 44.131787411600008 0.59930840395000018 40.767054867700004 40.722669576350008 37.345948426100009 44.749265482150008 0.34575312120000007 0.62376874945000005 45.205561619650005 0.56579144335000009 38.911218973650008 40.94178426300001 41.772405911750006 0.44844465735000011 0.56345618395000019 38.983591653800012 40.806664626150003 33.361153777850006 0.45107930900000009 0.44618424600000006
decision_type=2 2 2 2 2 2 2 2 2 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 9 -7 -8 -9 11 -4 19 13 14 17 16 -2 -13 -17 24 27 26 -23 -24 28 -26 -22 -21 29 -1
right_child=15 2 10 -5 -6 6 7 8 -10 -11 -12 12 -14 -15 -16 18 -18 -19 -20 20 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00012272486690089636 0.018595659313467156 0.094459116950063454 -0.11725905602700773 0.086226433107832415 -0.085093502757843775 -0.0987910334114733 0.058479061477518413 -0.13138816118353788 0.011933701383994941 0.05726236854751629 0.015959412182968896 0.099632639797459011 -0.10956315812715228 0.11862104342583316 -0.10376624140287281 0.028864412924349554 -0.1242563945015553 -0.10314965046308654 -0.0056226940939671883 0.039721745199834062 0.034013970164607076 -0.12220386043786576 -0.044144419661315049 0.051628753807516116 0.035155815213129417 -0.18146897483060892 0.12472830111121198 -0.12009379704595501 -0.043083963216339935 0.06501152564525492
leaf_weight=288.97091161392018 2.9472485410806248 1.960357342439236 1.0646181311458338 5.0021190121769905 2.1976472809910774 2.2397268565546238 2.1611377075314522 1.7823086176067588 3.0327728560660034 3.1810845675936426 0.91886496543884266 0.50526285608066224 1.472402325220173 0.48045313637703646 0.81986368309298996 5.4000527341850093 2.1385694139171392 0.21891474878066219 35.694470051130338 0.53336935161496812 7.4656371384626272 2.1492172880098215 3.7629019329324347 6.3849374644923955 2.0191270762588824 1.8959835302084682 2.9636522198561579 1.5467919879010876 4.9957133856369174 4.4135802760720244
leaf_count=2369 24 34 128 19 11 30 6 41 31 32 8 36 190 2 150 106 56 159 742 44 72 40 34 43 18 27 16 110 39 16
internal_value=-3.69849e-05 0.000680379 0.0286542 0.0468862 -0.000440567 -0.000228465 -0.0317781 -0.0102635 -0.0411171 0.000642649 -0.0555445 9.78427e-05 -0.0462249 -0.000159362 -0.0371198 -0.00553817 -0.0414732 0.0383327 -0.00109089 0.000593058 0.0145085 0.0230781 -0.00805944 0.0161153 -0.000548853 -0.0697498 0.0597919 -0.0791159 0.000359147 0.00109889
internal_weight=400.32 354.139 11.1436 9.16012 4.158 342.996 9.21595 6.97622 4.81508 333.78 1.98348 330.599 3.4969 2.02449 1.54404 46.1803 5.08582 0.724178 41.0945 327.102 24.8065 22.7263 12.2971 10.1478 302.295 3.91511 10.4293 2.08016 298.38 293.384
internal_count=4633 3705 200 64 45 3505 108 78 72 3397 136 3365 537 347 345 928 80 195 848 2828 359 205 117 77 2469 45 88 154 2424 2385
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 0 2 2 0 2 2 1 0 0 1 0 2 2 1 0 1 0 2 2 1 2 0 2 2 0
split_gain=0.15493 1.84736 0.749511 0.563905 1.84012 1.64609 2.18678 0.931626 0.595937 2.05675 3.60739 2.64342 1.13738 0.659295 0.521033 3.43321 1.85885 4.01124 2.94861 1.91044 1.5257 1.22553 1.45805 2.77994 1.00945 2.44447 1.91168 1.41091 1.37622 1.82901
threshold=0.47736594710000008 0.47757552170000012 0.47709649410000005 0.34512439750000007 0.34503457980000002 0.47943175355000006 41.529896397300007 40.518963363600001 0.47943175355000006 42.154118731400011 41.257948413050009 0.34626208795000007 0.47811442770000007 0.47961138885000004 0.3459626957000001 0.48185683060000012 42.684965421050009 42.206017975500011 0.34575312120000007 0.48119816770000007 0.34626208795000007 0.48119816770000007 41.741384785950011 41.184662530950007 0.36042334060000009 41.319407281650008 0.49688632075000011 39.852039223600009 43.118479346150004 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 7 -7 -3 9 10 -5 12 -11 -10 16 -16 17 21 19 -18 -17 -15 23 -23 25 27 -26 -22 29 -27
right_child=1 3 -4 8 -6 6 -8 -9 13 11 -12 -13 -14 14 15 20 18 -19 -20 -21 24 22 -24 -25 26 28 -28 -29 -30 -31
leaf_value=-0.00068616398709534735 0.063788036187300751 -0.0110937103821702 -0.036708712063120583 -0.013676609880292116 -0.079594020468282636 0.042337038668015706 -0.031183784135324147 -0.086065220980212451 -0.058098583476704803 -0.037781685974598848 0.083453527799245045 0.049294304238029676 -0.15068448110949895 0.041498839833623173 -0.092204075219403811 -0.066742590586853598 0.050754105888959615 -0.096238504819106743 0.11475169857809038 -0.035988658450579046 0.014463018072166017 0.02197001450691978 0.05186572133301353 -0.07236063926109447 -0.0953525174101989 -0.057842540182309644 -0.0002723316303900139 0.098045436170253658 0.032050393784575498 0.031171394343216592
leaf_weight=48.924233050180192 4.587699443101882 3.5943216085434022 6.5492348633706561 7.3677358180284518 3.6862334161996833 10.143577732145788 6.7296127919107667 3.0759044797159731 1.9453401118516911 2.1018424853682514 7.9491623193025589 2.4055627211928368 1.5504779983311889 8.601144086569553 4.1000819485634556 3.3692117482423773 5.7135123014450055 4.0593617856502524 3.8553326129913321 4.5698009058833122 3.4006743803620356 6.8378393501043337 3.4964543581008902 5.7522964142262936 2.1361394121777257 6.3934294432401675 210.0076370912866 4.9730400051921606 7.020823777653276 3.6127143912017345
leaf_count=963 18 17 37 33 24 38 32 31 10 14 38 16 29 34 25 17 23 29 60 27 30 37 11 37 40 34 2829 43 35 22
internal_value=-3.58559e-05 0.000757047 -0.00493901 -9.73418e-05 -0.013897 -0.00361071 0.0130144 -0.045666 0.00111004 0.0172239 0.036732 -0.0321009 -0.085711 -7.82867e-05 0.000313757 -0.00146605 0.0104821 -0.00411853 0.0401686 0.0122065 7.82076e-05 0.0110286 -0.00526316 -0.0211286 0.00102596 0.0198652 -0.00122972 0.0641015 -0.00188987 -0.0257041
internal_weight=398.51 343.037 55.4735 338.449 27.2297 23.5434 16.8732 6.67023 311.22 21.3748 15.3169 6.05788 3.65232 289.845 287.899 245.014 42.8857 28.7471 14.1386 10.2833 240.914 24.6877 16.0866 12.5901 237.544 25.4007 212.144 8.37371 17.027 10.0061
internal_count=4633 3633 1000 3615 142 118 70 48 3473 130 71 59 43 3343 3333 3075 258 148 110 50 3050 119 85 74 3033 164 2869 73 91 56
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 0 2 0 2 2 2 2 2 1 1 1 2 0 2 2 2 1 1 0 1 1 2 0 1 0
split_gain=0.133199 0.799495 0.576527 2.08141 0.638216 0.446395 0.460638 0.229849 0.940688 1.59351 1.02447 0.793588 0.657362 0.634938 0.545054 0.798043 1.66097 0.509103 0.392103 0.191544 2.05649 1.91214 0.88974 0.791739 2.11365 2.55298 3.71216 1.04936 0.847925 0.702955
threshold=0.39672464895000009 49.247968080500009 49.064150740050003 48.914776625700007 44.952171034750002 0.41160444300000004 48.96897326980001 0.43572048740000008 48.823707093150006 39.571921479100006 41.489621506400006 39.476991512000005 42.154118731400011 0.32012514595000008 0.32467590790000006 0.33894194785000004 37.572218886150004 0.42314601355000009 41.243661560350013 44.578137159850009 44.749265482150008 0.34491482290000003 0.3584174126500001 0.54191491270000014 0.41861022125000008 0.4172030777500001 48.109449608500007 0.54353163080000011 0.39670967935000007 0.55788748840000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2 8 9 11 18 13 -12 17 -9 16 -16 -7 -11 -17 -21 -22 -23 24 25 26 -24 -25 -29 -30
right_child=5 -3 -4 -5 -6 7 -8 14 -10 10 12 -13 -14 -15 15 19 -18 -19 -20 20 21 22 23 27 -26 -27 -28 28 29 -31
leaf_value=-0.10548666285767053 0.080306340289519954 -0.11091828874968863 0.071069599712199824 -0.22302731761183037 0.01992069723537207 -0.054775967847017631 0.0071909314224564043 0.059399425417147989 0.050303941875207731 -0.14614356933608094 0.031663993881590656 0.11329881736709749 -0.11191926477422885 -0.1232591073632487 0.027111757802960906 0.0010030407892133923 -0.13394076056823256 0.091702700175685492 -0.30432483052651921 -0.13606194402994728 -0.15378633891839166 0.063972353368452112 -0.09557031645598113 0.10052820114375922 -0.13855584466068013 0.11937079495723531 0.038316589020604044 -0.1091804400529387 0.088136802592915023 0.0028109248751360793
leaf_weight=0.45584872550534683 1.3905272242845961 0.7558766659349202 0.91864224150776852 0.43808007240295399 3.6967969490215182 0.45119583816267439 2.2656120993196964 1.5480151809751976 1.3902488276362417 0.37789166683796827 0.50532697048038222 0.60911369323730458 0.86409829894546419 0.43781240287353285 1.2458869833499187 345.3710963426056 1.3175703585147855 0.50046584382653236 0.2677345615811646 1.1903295668307716 0.80908404290676372 2.1508052842691567 4.0942786266095954 1.2131203152239347 1.3961071992598579 1.3731118161231268 4.1902748358261306 0.63538784658885461 1.0383075067657035 13.775314377329776
leaf_count=175 42 18 4 3 30 45 13 9 6 66 7 2 59 53 10 3267 62 4 3 29 7 10 205 5 75 5 36 39 15 329
internal_value=-1.14909e-05 -0.0144767 -0.00124506 -0.0157158 0.00615434 0.000220645 0.0349987 -0.000108126 -0.0205873 -0.0451427 -0.107895 0.0181262 -0.0589361 -0.0235952 0.000182073 -5.92888e-05 -0.0556663 0.0222552 -0.21174 0.00031858 -0.00709974 -0.00209554 0.00201373 -0.00279437 -0.0235452 -0.00691938 -0.0278512 0.0109719 0.00393958 0.00879154
internal_weight=396.674 6.26524 5.50937 4.59073 4.15265 390.409 3.65614 386.753 5.40389 4.01364 2.01505 1.99859 1.36943 1.38947 381.349 379.801 2.56346 0.951662 0.645626 377.237 31.8661 30.6758 29.8667 27.7159 11.0538 9.65767 8.28455 16.6621 15.449 14.8136
internal_count=4633 230 212 208 205 4403 55 4348 245 239 135 104 66 102 4103 4094 72 49 69 4022 755 726 719 709 321 246 241 388 383 344
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 1 2 2 0 0 1 1 1 2 1 0 1 2 1 2 2 2 0 0 0 1 1 2 2
split_gain=0.135853 1.82804 1.99244 1.93157 2.23968 3.27596 1.64587 1.24128 1.02434 0.955558 1.5508 2.40502 1.1612 1.73122 2.89036 1.68707 1.44073 2.00112 3.98533 1.2271 0.899885 2.06073 1.89449 1.38829 1.12435 2.928 2.22527 1.62677 0.944027 0.79593
threshold=0.39563186730000005 0.39995808510000008 0.5218855723000001 36.558960102350007 43.61821939175001 43.663128814500006 0.39394030120000006 49.960114208400007 39.262923716450011 0.52401125715000008 0.52769378160000013 0.39019789825000006 0.39019789825000006 0.39048232090000007 39.065416244600009 0.38976377950000002 0.5218855723000001 0.38334181610000007 37.892416320650007 0.37977904855000005 38.621016321050007 37.140760352250005 38.983591653800012 0.47787491390000009 0.51017933595000009 0.50291907430000016 0.37043801085000005 0.36551300860000008 37.995872310650007 33.96174662340001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 9 -7 -8 12 11 -11 15 -14 -15 16 17 19 -19 20 21 29 -22 28 25 27 -27 -24 -23 -1
right_child=1 -3 3 4 5 7 8 -9 -10 10 -12 -13 13 14 -16 -17 -18 18 -20 -21 22 23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.068675862930350454 0.10305992476957093 0.00063730749440174973 0.039986797933180586 -0.12125704779765761 0.17253162288734239 -0.12702498499603868 -0.00032773381329030075 0.074300562064164577 0.077284037521245366 0.010989696391687296 0.0018203131985451472 -0.12999995546507276 0.088718512292691232 -0.081613890771965431 0.068735890551409287 -0.078758048887078866 0.061246023231217188 0.025756048282475907 -0.1126320285240934 0.048805891207248077 -0.076078966316531632 0.053427022314468303 -0.0012680546331904604 0.080026634538124156 -0.0505464647987829 0.086489977263428594 -0.01384180314870672 -0.080663523563883718 -0.039354091021844194 0.0027068917683599329
leaf_weight=1.742382901313255 0.83405861142091353 124.60991274687694 1.6181115228682736 4.7135489783249795 0.73919541947543654 1.3004130925983188 2.7169591300189486 0.40058321878314007 4.5457337760890368 2.0951697207055968 7.4124629307480063 2.8634007391519845 3.7309605926275236 2.3775373734533787 2.7663864692149218 2.6882033050060263 3.8923575775697818 3.8981623798608762 4.4640293195843697 5.399632174987345 3.3885517232120028 2.2116876125801337 164.00358868687181 6.5898122414946556 4.3993152538314453 6.6725742127746326 3.3057418670505285 2.621940532088046 2.1751885351259261 15.090393606224096
leaf_count=105 5 2049 13 110 2 101 17 8 34 20 73 65 13 16 24 15 19 22 29 23 23 29 1440 35 53 43 41 26 24 156
internal_value=-1.74467e-05 -0.00260299 -0.0446368 -0.0586803 -0.0809979 -0.00323205 0.00131187 -0.079613 0.0482496 -3.13506e-05 -0.0271379 -0.0704269 0.00135767 0.0368585 -0.000756239 2.80372e-06 0.000923927 -0.00011516 -0.0481203 0.00172963 0.00053174 0.0173002 -0.00199724 0.0510101 -0.000610359 0.000633581 0.0532508 -0.00251738 0.00742244 -0.00468203
internal_weight=395.268 134.216 9.60591 8.77185 7.15374 2.44019 261.052 1.701 7.26269 253.789 12.371 4.95857 241.418 8.87488 5.14392 232.544 229.855 225.963 8.36219 217.601 212.201 27.8095 184.392 10.9767 181.003 176.604 9.97832 166.626 4.38688 16.8328
internal_count=4633 2288 239 234 221 111 2345 109 51 2294 158 85 2136 53 40 2083 2068 2049 51 1998 1975 349 1626 88 1603 1550 84 1466 53 261
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 0 1 1 2 1 0 0 2 0 1 2 2 1 1 2 2 2 0 2 2 2 2 1 0
split_gain=0.137708 2.58182 1.52147 1.22858 5.78639 3.18401 2.69415 5.98275 1.27216 1.16221 1.70792 2.42815 3.43559 1.03888 1.72668 1.31123 0.708488 1.7213 3.92857 1.13962 0.831151 1.28124 1.20782 1.78075 1.20088 1.60599 1.14523 4.07463 2.95603 2.64469
threshold=39.896141435400004 40.003678352300007 39.476991512000005 0.34524415440000006 0.34708541665000009 0.51809826055000008 0.52252926560000013 0.41997245590000004 0.39995808510000008 40.148327922700012 0.38045268105000002 0.53998383280000006 0.56974342085000018 39.262923716450011 0.56915960600000015 0.49146732130000009 40.467253020850002 40.300545846000013 0.34575312120000007 0.40115565405000009 40.767054867700004 40.621691032550004 40.890797847750008 0.54413041525000005 41.087689990200012 41.243661560350013 41.542492784600007 41.559097512700014 0.40115565405000009 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 -4 -5 -6 -7 8 -8 10 -3 -12 -13 14 -1 -16 17 18 -11 -19 21 -18 23 -22 -24 -26 28 -28 -27 -30
right_child=1 9 3 4 5 6 7 -9 -10 16 11 12 -14 -15 15 -17 20 19 -20 -21 22 -23 24 -25 25 26 27 -29 29 -31
leaf_value=0.0015601744950843042 0.065206300869510847 -0.11159492588124763 0.012170246109102889 -0.22800205612621519 0.058400521426498021 -0.16599214274481672 -0.026243824736519789 -0.1868667043309365 0.072646829986675029 0.044406492007272695 0.067294385878627266 -0.18841300540273387 0.044678937687154696 0.036044691306538451 -0.12203637952518637 0.040833613472349518 0.0046914680950044182 0.071635782258000644 -0.098354837489404753 0.0020401463023478035 -0.011985188120276987 -0.052807272313861169 -0.037240900560036962 0.077385225598462434 0.039127392863026009 -0.0074343897589839534 0.11308588336355765 -0.0002911698039372973 -0.20159564024526222 -0.02481345474653962
leaf_weight=81.328763828860247 6.1573468629503614 2.2758483448997131 5.3093631491065052 1.5270578488707531 3.5400588802294797 1.7249074801802615 2.4153864793479443 1.7434044683177488 2.8192006498575211 4.6199860051274326 2.3202545386739075 1.2920970786362889 1.2383803022094069 8.3138653915375453 1.9583126085926772 0.66120200492150605 8.0454813521355373 6.6132810720009712 3.3076152770663612 3.6522519169957377 4.0823899582028371 7.4768657873501061 8.578520335024221 4.9123831149190664 10.463573583285322 21.415942167514007 3.2270737253129473 178.75134006146254 1.5956186056137078 1.8018968699616378
leaf_count=779 32 18 24 11 28 14 35 37 10 18 13 13 28 51 207 213 75 40 50 31 21 111 85 33 82 132 17 2381 12 32
internal_value=-1.26778e-05 0.00116364 -0.00299018 -0.0286961 -0.0444531 -0.0215591 -0.0540841 -0.0264212 0.0270159 -0.000266807 -0.0401246 -0.00659246 -0.0743411 0.00232567 -0.00101371 -0.0809257 0.000790933 0.0198446 -0.0151575 0.0468752 -0.000593709 -0.0230048 0.000887677 0.0368233 -0.000543609 0.000905415 -0.0010286 0.00171938 -0.0211819 -0.107838
internal_weight=393.17 281.828 111.342 19.0794 13.77 12.243 8.7029 6.97799 5.23459 275.671 7.12658 4.85073 2.53048 92.2621 83.9483 2.61951 268.544 18.1931 7.9276 10.2655 250.351 15.5223 234.829 8.99477 225.834 217.255 206.792 181.978 24.8135 3.39752
internal_count=4633 3224 1409 159 135 124 96 82 45 3192 72 54 41 1250 1199 420 3120 139 68 71 2981 186 2795 54 2741 2656 2574 2398 176 44
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 2 0 0 1 1 1 2 2 0 0 1 1 0 1 1 0 2 1 2 2 0 0 0 0 0
split_gain=0.128999 0.227966 0.306478 0.37628 0.608861 0.12521 0.876215 0.946654 1.85995 0.547357 0.915386 0.530584 0.355368 0.969517 1.23946 0.630446 2.76016 0.418363 0.687016 0.365282 0.885603 0.36294 1.01859 0.227645 1.31707 1.15146 1.67361 1.12845 2.45674 1.45528
threshold=50.666627092000006 0.50491003265000012 0.61400856260000014 0.58035687555000015 51.757767929250001 34.823977857500005 0.54413041525000005 0.49405706415000006 0.34007963835000005 0.43540612555000008 0.43643902880000007 33.96174662340001 37.041406607950009 0.5296248615500001 0.53938504835000012 0.36476452800000009 0.3621298763500001 0.45995628875000011 0.32168198560000011 0.38772791230000009 0.50291907430000016 35.119813570500007 0.46280051495000007 39.427119987250002 39.788107623550012 0.54450465555000005 0.51809826055000008 0.46898296455000005 0.48911709230000006 0.52157121045000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 8 11 -8 -11 -1 13 15 -15 16 17 18 -7 20 -17 -16 -23 27 25 26 -25 -14 -29 -30
right_child=1 -3 -4 -5 -6 12 9 -9 -10 10 -12 -13 23 14 21 19 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.033355250016982967 0.072284940930952099 -0.10449031789862538 0.088338079743054257 -0.11665557570986128 -0.10267292817298607 0.055386403916879857 -0.13999910275583918 0.051603512373488584 -0.12867195074402593 0.11100072901300735 -0.1064285595183808 0.10033657754781629 -0.051427296647682245 -0.14902979903178928 0.01163052317113937 -0.010208137447972051 -0.16942005811531113 0.053079955479701617 -0.11497080864101368 -0.020273366074343033 0.046371894670293574 -0.120147419130608 0.071523397191363206 -0.013130441475217209 0.0011347792246461734 0.017947295604578944 -0.086716113358799807 0.050149477671799697 -0.037704286669172499 0.0078625208638740396
leaf_weight=0.46117627312923859 0.51838604582007863 0.31208114640321571 0.2589894679840653 0.36307277047308162 0.32274733998201555 0.46062414394692286 0.53952446545008548 4.7672868175432086 1.0039689983386777 0.35054471204057336 0.4325562706690107 0.83313717320561409 3.1997624087380236 1.0782129405997687 1.4597769474785312 6.160132270306347 1.1355231702327726 1.4670114964246748 0.48701512278057635 3.920470447279512 5.0213824808597565 0.89883483655285068 0.40093366979999701 7.8229222767986375 283.20555314110243 4.2212592009891514 5.109497956931591 11.792010301724074 8.7705737166106683 34.893888244143454
leaf_count=63 13 44 5 48 98 23 29 39 43 2 197 13 56 19 22 31 7 11 42 35 20 54 55 44 3058 37 53 53 64 355
internal_value=-2.7739e-06 -0.0268979 -0.0103484 -0.031573 0.00515268 0.000119686 0.0122051 0.0261886 -0.026529 -0.0624958 -0.00909924 0.0527009 -0.000146038 -0.0123402 -0.0581132 -0.0029222 -0.0408407 0.0196255 -0.0321644 0.00599169 0.0152008 -0.0225902 -0.0610236 0.000617844 -0.000494935 -0.0274014 -0.0422036 0.00631602 0.00964773 -0.00129016
internal_weight=391.669 1.77528 1.4632 1.20421 0.841133 389.894 8.38819 7.06557 2.29828 1.32263 0.783101 1.29431 381.505 22.4899 3.83776 18.6522 3.55017 2.41465 0.947639 15.102 11.1815 2.75955 1.29977 359.015 300.359 17.1537 12.9324 58.6562 55.4565 43.6645
internal_count=4633 208 164 159 111 4425 386 158 119 228 199 76 4039 319 150 169 83 76 65 86 51 131 109 3720 3192 134 97 528 472 419
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 1 1 2 0 1 0 2 2 0 1 0 1 0 1 1 0 1 2 2 2 2 1 2 1
split_gain=0.262378 0.741998 0.133336 0.755143 1.81659 1.132 3.08334 2.08462 2.30316 1.67456 0.737023 2.87341 2.11025 3.25752 2.33846 3.21775 1.4123 0.749378 0.634866 2.04544 3.17262 1.56443 1.19172 1.14366 0.686006 1.33263 1.99668 0.912538 0.863785 1.74133
threshold=0.39587138110000003 0.3733870243500001 0.5485614203000001 0.43349001525000008 0.42926858475000007 0.42473279245000012 0.42111014640000005 0.41917906650000009 40.858951393400005 0.54413041525000005 0.43540612555000008 0.55348642255000013 41.489621506400006 40.858951393400005 0.56685428580000019 0.40437412050000004 0.55980359870000018 0.3975479776000001 0.56579144335000009 0.43837010870000009 0.44512140355000007 0.57559653900000007 0.45525583065000008 40.858951393400005 38.911218973650008 39.476991512000005 40.574766824850009 0.49146732130000009 40.858951393400005 0.44844465735000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -9 -2 12 -12 13 14 15 -4 -13 -14 22 -20 21 -21 23 -18 27 -26 -27 -22 -28 -30
right_child=2 -3 10 -5 -6 -7 -8 8 -10 -11 11 16 17 -15 -16 -17 18 -19 19 20 24 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=0.021099855611684162 0.00078796720433304537 -0.13630014664872284 0.055083077577453246 0.052186877668335976 -0.084393146582795495 0.047921505762076488 -0.086505731105578243 -0.00039311912234910387 0.093461093027260578 -0.077646870057359541 -0.17014001733971965 0.045425335412203414 0.0074298717182419054 0.078791255002527885 0.082698053174939973 -0.12013519169802758 -0.081387700852668096 -0.11534919047693792 0.061177713623400444 -0.14846981537846768 -0.10868183875429303 -0.011022032421923733 0.031433179572616612 -0.005657344279710941 0.0690432664338122 -0.12575998697986676 0.06392356450325351 0.04056040573284278 -0.12662458856103631 0.0071318289207311578
leaf_weight=0.70006552338600048 289.19572850591067 0.52342648467310937 1.4466939680278281 2.8592367872479363 2.4969402861315748 5.1101222899742416 4.0229089548811308 5.3499143049120885 5.1140924841165543 2.7478243238292626 0.96476588677614827 7.1692141795065245 0.60584900766843874 3.3256119564175606 1.2033299261238424 3.8037881520576775 3.9723307173699123 2.7696781619015383 5.3860347867012015 2.1456197593361135 1.1435747436407862 1.3485762203345073 2.9055374385789037 4.0043889731168747 3.2539621319156167 1.1829399872513047 2.4240825949236777 0.63842680029847532 1.0191188447643096 21.654215639136964
leaf_count=18 2513 170 6 77 33 38 23 21 26 36 8 38 35 9 17 99 37 73 38 30 162 29 23 19 45 87 31 199 31 662
internal_value=-1.81252e-06 -0.046238 0.000143512 0.00102794 0.000562155 0.00124306 0.000464633 0.00162159 0.0454764 4.97247e-05 -0.0037294 0.00102729 -0.0251401 -0.00160933 -0.0430393 -0.0718563 0.00386235 -0.0933125 -0.00197127 0.0038295 -0.00504366 -0.0954222 -0.023398 -0.0433703 0.00504055 0.00867609 0.00120159 -0.0552137 0.00718579 0.00111976
internal_weight=390.488 1.22349 389.265 316.897 314.038 311.541 306.43 302.408 10.464 291.944 72.3677 59.2128 13.155 9.77942 6.45381 5.25048 58.248 3.37553 51.0788 40.1966 34.8105 3.4942 10.8823 7.97672 31.3163 29.5343 26.2804 1.782 25.0974 22.6733
internal_count=4633 188 4445 2767 2690 2657 2619 2596 47 2549 1678 1439 239 131 122 105 1431 108 1393 1314 1276 59 79 56 1217 856 811 361 724 693
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=2 0 0 2 1 1 0 1 1 2 2 2 1 0 0 0 2 0 1 2 2 2 1 0 2 0 1 1 1 2
split_gain=0.122818 0.737741 0.992873 0.473312 0.743773 0.649335 0.967003 0.442828 0.782749 0.28097 0.873606 1.41312 1.62663 1.07506 3.90203 1.76933 0.944442 0.876331 1.15356 0.620357 1.34877 1.9686 0.507062 0.678456 0.26743 1.19978 1.7232 1.04166 2.1749 0.539677
threshold=34.823977857500005 0.54413041525000005 0.54191491270000014 33.96174662340001 0.38045268105000002 0.36551300860000008 0.49877249185000011 0.43540612555000008 0.43643902880000007 37.041406607950009 36.558960102350007 36.377496227400009 0.39048232090000007 0.50452082270000009 0.50035927070000008 0.49877249185000011 35.119813570500007 0.50452082270000009 0.38723391515000005 35.374259656300005 35.771221912400001 36.242939472700009 0.39019789825000006 0.54191491270000014 37.765550062200006 0.52324780695000006 0.40272746325000003 0.42307116555000007 0.4529056016000001 38.060777288450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -3 -9 10 11 12 13 14 15 19 -14 -12 -19 -2 -21 -22 -20 -24 25 -11 -27 -28 -29 -26
right_child=9 7 -4 -5 -6 -7 -8 8 -10 24 17 -13 16 -15 -16 -17 -18 18 22 20 21 -23 23 -25 29 26 27 28 -30 -31
leaf_value=-0.081814488727862136 -0.066601508622799288 -0.13550277777327455 0.12513107338848017 0.039989643886223614 0.036085449640837104 -0.1710983514493882 0.11077817598952316 0.10825948173416114 -0.10616961099332951 0.048017859423259285 -0.010075584382528435 0.084631620878128644 0.0014696229859819979 0.04643081816812622 -0.15830937954356955 0.11164744587916407 -0.11932621111406826 -0.17920739835847055 0.038411071650742472 0.090784800775472504 -0.20644803563972991 0.089757029812584321 -0.13215609207216869 0.011243297493013789 -0.032099313732386711 -0.11245423952270778 0.071986734388104448 -0.14344628034243961 0.045201851935547967 0.00039728024259461916
leaf_weight=0.90628781192208341 1.4086961504071935 0.47569087520241715 0.8621406853199004 2.8243854381144047 1.4473538212478159 0.41018921136856068 0.36598405987024307 0.30859155068174005 0.37970615621088655 5.7013502358458918 3.7268180093960828 1.8139278668095364 0.99941233603749546 4.4038679972290993 1.5135271623730657 1.6001850217580793 1.8368438404067999 0.87637785077095065 0.56883101165294636 1.1612560409121218 0.49449735553935159 0.41074879700317979 0.81256594555452444 0.55548171844566241 5.1880814807227571 1.4166950713843105 1.8320528566837309 0.98593444353900883 1.60761164186988 341.47407992321678
leaf_count=97 14 29 2 33 16 8 2 2 197 44 28 18 22 18 9 6 84 6 2 10 22 24 19 37 69 16 7 26 36 3730
internal_value=-9.20955e-06 0.0122683 0.0248327 0.0103099 -0.0164734 -0.0616877 -0.0264129 -0.0613088 -0.0100324 -0.000266785 -0.011188 0.00164353 -0.00924186 0.00817891 -0.0173877 0.0246364 -0.0767614 -0.0418793 -0.0840109 -0.0154286 0.0194551 -0.0720472 -0.0409374 -0.0739302 0.000409547 0.0153829 -0.0164647 0.0142629 -0.0265126 -8.90577e-05
internal_weight=388.369 7.98033 6.81634 5.9542 3.12981 1.68246 1.27227 1.16399 0.688298 380.389 22.183 15.643 13.829 10.9928 6.58891 5.07538 2.83626 6.54007 2.81326 3.4752 2.0665 0.905246 1.93688 1.36805 358.206 11.5436 5.84229 4.4256 2.59355 346.662
internal_count=4633 386 158 156 123 107 99 228 199 4247 319 227 209 103 85 76 106 92 64 70 56 46 58 56 3928 129 85 69 62 3799
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 1 0 0 0 1 2 0 1 0 0 1 1 0 1 2 2 1 0 2 0 0 1 2 1 2
split_gain=0.219923 0.664757 0.127985 0.548833 1.60758 0.974794 2.55654 1.1508 0.367486 0.346028 0.343043 1.47586 1.18615 0.62094 0.688027 1.72139 2.07209 1.07686 0.655613 0.242748 1.09562 1.70279 4.35383 1.05156 0.836204 1.70793 1.38985 3.83551 1.72051 0.698545
threshold=0.39587138110000003 0.3733870243500001 35.119813570500007 0.34007963835000005 0.49405706415000006 0.36551300860000008 0.5116313883000001 0.54413041525000005 0.54504356155000011 0.43643902880000007 37.041406607950009 0.5296248615500001 0.46280051495000007 0.5195503128500002 0.50101793360000013 0.36551300860000008 0.3621298763500001 0.47787491390000009 0.32467590790000006 39.427119987250002 39.746231405950006 0.34524415440000006 0.52252926560000013 39.262923716450011 0.46898296455000005 0.48911709230000006 0.38772791230000009 37.892416320650007 0.38976377950000002 40.003678352300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7 -8 -9 -10 11 13 -13 14 15 16 17 18 -4 23 21 -21 -23 24 -12 -26 27 -27 -28 -22
right_child=2 -3 10 4 5 6 7 8 9 -11 19 12 -14 -15 -16 -17 -18 -19 -20 20 29 22 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.019437476617792056 0.069644438357195887 -0.13304568002842063 0.049998526206558473 -0.12483486696910384 0.068514405894140901 -0.15465885299192458 0.060135395607868604 -0.18147923660647169 -0.002486075042854531 -0.10524871744366451 -0.047793729057804525 -0.12989169346003368 0.067063498133768787 0.025507731866502289 -0.050618121448435187 0.055009572209292437 -0.11581541173825796 0.1077329020466798 -0.11638882926269455 0.026403559638181251 0.02337706855911072 -0.1346787076459745 0.0018108411190648596 0.047286426044755143 0.042323560142910735 0.042888042906474383 0.076964987328213663 -0.10918153627006635 -0.0028882762444315748 -0.00039283380819658646
leaf_weight=0.69739287253469118 1.3827883193735022 0.48454876199321006 0.42267686221749146 0.90239532350824347 2.4785100147128087 0.97270262986421574 3.1832175850868225 0.15528438705951009 1.7157713080523538 0.4050233560919877 3.1707319766283026 1.6655761760775925 0.37453700222977193 5.0713042961433521 3.8874428807757795 3.2721106670796871 1.9561153799295423 0.92954613268375397 0.53854444483295083 4.0754062905907622 12.951996331103144 3.7850151462480408 6.1092659213900333 5.6795311906607813 9.8888414893299323 2.8613525032997122 2.9717687368392935 3.9457419477403164 29.30836095516861 272.07915205619793
leaf_count=18 42 170 23 43 14 9 28 2 35 212 53 72 55 36 21 13 14 6 41 17 91 34 66 34 46 21 8 30 334 3045
internal_value=-4.61e-06 -0.0430745 0.000127223 0.010663 0.00235156 0.0152321 -0.0052997 0.0213122 -0.0329842 -0.0221114 -0.000187369 -0.0136109 -0.0937334 -0.00344409 -0.0167839 0.00169188 -0.0436595 0.0309903 -0.0432235 0.000494208 -0.000652824 -0.0279958 -0.0504027 0.00642513 0.00197475 0.00519679 -0.00419607 -0.0452593 0.00446316 0.000687286
internal_weight=387.323 1.18194 386.141 11.1957 9.8129 8.91051 6.432 5.4593 2.27608 2.12079 374.945 18.1179 2.04011 16.0777 11.0064 7.11899 3.84688 1.89077 0.961221 356.827 299.001 13.9697 9.89428 57.8263 52.1468 48.9761 39.0872 6.80709 32.2801 285.031
internal_count=4633 188 4445 385 343 300 286 277 249 247 4060 281 127 154 118 97 84 70 64 3779 3253 117 100 526 492 439 393 51 342 3136
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 0 0 0 0 0 2 1 1 0 0 0 2 0 2 2 1 2 2 1 2 1 1 1 1
split_gain=0.134737 0.923049 1.57941 0.490465 0.593379 2.31225 0.475985 1.13421 1.76245 2.54777 2.05113 0.463144 2.19477 2.16309 1.17696 3.11572 1.62503 1.02555 0.562363 0.908242 1.10767 0.852475 0.603636 0.457504 3.94298 3.10742 2.19322 1.89418 1.4226 3.097
threshold=0.34515433670000012 0.34503457980000002 0.47774018740000007 0.47721625100000004 42.686561923500008 41.741384785950011 0.48389269780000005 0.48185683060000012 0.47976108500000009 0.47943175355000006 0.47847369840000004 43.564719632750005 0.34007963835000005 0.34479506600000004 0.47736594710000008 0.47568935060000012 0.47396784530000008 42.081757894750005 0.41160444300000004 38.110427674550003 41.32819714970001 0.31168228495000011 39.525197829750006 42.154118731400011 0.34524415440000006 42.027798546600003 0.34524415440000006 0.34527409360000011 0.34542378970000004 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 7 8 9 10 11 13 -13 14 15 16 18 -15 21 -20 22 -1 -21 25 -25 26 -2 -26 -29 -30
right_child=23 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 17 -16 -17 -18 -19 19 20 -22 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=-0.10305267308742697 0.054840284336480562 -0.23287122060630217 -0.084980566278456959 0.057807841767106738 0.056112061409383046 0.043311363921823415 -0.030584138967369862 0.046220672447521656 -0.079357103436145576 0.084588702189496628 -0.087032901179982608 -0.005227980180953609 0.088878201177412089 -0.032452982244839466 0.059298490036229723 -0.11366534717035347 0.062922173525856814 -0.1272086359930677 0.022143974723237935 -0.03051232239405241 0.016561125941796064 0.11562572607235699 -0.10259041140639998 -0.10897113609384304 0.086430345829524899 0.059791673509694637 -0.0011012846198957297 -0.061249063926902651 0.10489746487274461 -0.0034806040311094449
leaf_weight=0.23157990154869768 7.2788186501711598 0.48492909796186656 3.5622482299804688 1.3358202725648878 0.66322893276810635 0.80863404273986816 4.7447100207209578 5.347702767699956 2.7971471715718499 3.4904334470629683 2.7965794536285093 10.881541041017043 3.209199294447898 3.2808917087822911 3.6138141825795165 2.2458373159170142 4.5426255203783503 1.7522256039083002 4.6344034150533826 2.5145315788686275 2.7074739653617144 0.77434439365242724 2.1599639654159546 3.4848424578085533 2.4276729873381546 9.415293100406414 188.56331893011156 4.0209460677579036 2.7084247432649127 99.550918026485306
leaf_count=106 38 64 26 4 4 3 25 19 15 11 29 171 11 40 14 14 28 30 89 21 38 61 35 29 8 56 1995 51 15 1583
internal_value=6.86502e-07 -0.00401881 -0.0388321 0.0110955 -0.0207931 -0.0602236 -0.000152623 0.00238139 -0.00215914 0.00226252 -0.00407454 0.00137806 0.0162049 -0.00596341 0.00681626 -0.00275737 0.0114232 -0.0654411 -0.00654137 -0.0125539 -0.0343373 0.0652825 -0.0638178 0.000869032 -0.0042658 0.00367571 0.000977883 -0.000909271 -0.0029043 -0.00061012
internal_weight=386.03 68.5799 6.85486 3.29261 1.95679 1.29356 61.725 56.9803 51.6326 48.8354 45.345 42.5484 14.0907 28.4577 23.4246 19.8108 17.5649 5.03312 13.0223 12.0164 7.38197 1.00592 4.6745 317.45 112.193 205.257 195.842 108.708 106.28 102.259
internal_count=4633 858 101 75 71 67 757 732 713 698 687 658 182 476 406 392 378 70 350 183 94 167 56 3775 1686 2089 2033 1657 1649 1598
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 1 2 2 0 1 2 1 0 2 1 0 1 0 2 2 0 0 2 0 2 0 0 1 0 2
split_gain=0.133554 1.24824 1.12758 2.03302 2.91369 1.47984 0.517524 3.31998 2.39976 2.40508 1.91438 2.5759 2.0454 1.80286 1.74256 1.47479 1.4325 1.29058 2.80755 3.60271 1.78751 1.4738 1.4489 3.11151 2.16884 1.63074 1.9034 1.20986 4.33344 1.25152
threshold=0.47880302985000006 0.47847369840000004 0.47905751325000007 0.47938684470000009 0.47943175355000006 0.34422622080000004 41.243661560350013 41.873095646600007 0.48001556840000009 0.34488488370000009 42.081757894750005 0.3459626957000001 0.49588335680000006 41.16018805045001 0.34575312120000007 0.48149755995000004 0.3475943834000001 0.52507409960000018 43.521589032450009 43.813842866750008 0.50913146310000013 0.52366695610000014 43.276780833950006 0.5380527529500001 42.546237522150008 0.54504356155000011 0.56859076075000015 0.34569324270000007 0.48119816770000007 40.574766824850009
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -8 -9 -10 -11 14 16 27 15 -12 -13 18 -14 -20 -21 -22 23 -19 -25 -26 -27 29 -29 -7
right_child=2 -3 3 4 5 6 7 8 9 10 11 12 17 -15 -16 -17 -18 22 19 20 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0007411350759799532 0.051002913629952053 -0.058150974114787729 -0.10693085422151055 0.11077099153754451 -0.12766278454874266 0.050230281538048732 -0.033449315826156151 -0.074768749011550284 -0.12950440723348239 0.044280625048400711 0.051195505364843089 -0.021389909439933779 0.052899440393728285 0.062290199409859151 0.091086832658507311 -0.0087872707994228472 -0.10501973422267895 -0.13136792894143939 -0.21581426445406005 0.04666452858291463 -0.12635928059181836 0.08696268976849518 0.0052365982629836647 0.020398288081347384 0.011202619228477864 -0.16580284446331336 -0.035181853343040664 -0.139567406981744 0.0016476849568095369 -0.0085294738872917063
leaf_weight=73.703631940152263 4.4357379241846493 3.9924093908630303 1.760546177625655 2.3919989168643943 0.90578181110322376 9.8924659341573697 30.15517727995757 3.767926149070262 1.2883842960000027 12.818340540106872 7.8099442943930688 6.132917568087576 11.60094987973571 5.209261253825388 4.3197531551122657 8.6266579702496511 3.0752147750463337 2.5846949960105148 0.90144741302356024 3.179565210826695 1.4103771012232753 0.42040519282454614 33.767192582577991 8.7108344497391936 2.4806545339524737 1.9075192604213951 2.6871117127302568 2.2109846249222747 126.67098422832714 5.7210407108068457
leaf_count=1111 18 44 12 22 7 44 262 24 7 101 33 27 63 41 63 45 41 56 14 38 61 29 786 86 11 24 75 14 1449 25
internal_value=1.23956e-05 -0.00369114 0.000950169 0.000215993 0.000843428 -3.8187e-05 0.000350581 -0.0038503 0.00374664 0.00634808 0.00790482 0.00322404 -0.00502592 0.00449366 0.0345678 0.0197139 -0.0493195 0.000829887 0.024317 -0.0317716 0.00134087 -0.0773738 -0.00705924 -0.0296601 -0.0130072 -0.0541349 -0.0894108 0.00241002 -0.000774876 0.0286998
internal_weight=384.54 77.696 306.844 302.408 300.648 298.256 297.35 147.645 117.49 113.722 112.434 99.6152 78.8589 149.705 20.7564 16.4366 9.20813 69.6508 17.5127 5.91179 5.01035 1.83078 52.138 18.3708 15.7861 7.07529 4.59463 144.495 128.882 15.6135
internal_count=4633 1155 3478 3460 3448 3426 3419 1846 1584 1560 1553 1452 1311 1573 141 78 68 1243 205 142 128 90 1038 252 196 110 99 1532 1463 69
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 0 2 2 1 2 1 2 1 0 0 2 2 2 1 1 2 1 1 0 0 1 0 0 0 2
split_gain=0.132146 0.856469 0.740181 1.31075 1.38228 0.739744 0.784406 0.907343 1.26801 0.694796 2.3705 2.044 2.12488 2.11049 2.16948 1.83273 2.94954 1.33081 2.43949 1.85273 1.23726 4.07578 3.63632 1.62715 2.23677 1.09865 5.33005 2.45007 1.38591 1.03459
threshold=0.48185683060000012 0.34458549145000011 0.35696536035000009 0.34650160175000005 39.117456157700005 0.47396784530000008 42.123054668150012 42.283941020600004 0.36166581840000006 41.965446242000006 0.34608245260000009 42.431220712750012 0.34587287805000005 0.48077901860000011 0.47500074850000013 41.741384785950011 41.559097512700014 41.489621506400006 0.34566330350000002 0.3453339720000001 40.574766824850009 0.34494476210000008 0.34506451900000007 0.47787491390000009 0.47721625100000004 0.34479506600000004 0.47847369840000004 0.47880302985000006 0.47736594710000008 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=2 -2 3 9 -5 6 -4 -8 -9 10 15 13 -13 14 -11 16 17 18 19 20 25 -22 -23 24 -24 26 28 -27 29 -1
right_child=1 -3 5 4 -6 -7 7 8 -10 11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0062082036303489916 0.058640607871345375 0.00070799689930669185 -0.11049185110086063 0.0035535713397627125 -0.11832102859325121 0.065277155801564055 0.11052613063978622 0.047072377300982786 -0.13738873008704455 0.017173594732910046 0.10641517291344625 0.0033665200550420556 -0.078151332645258531 0.032651561117313981 -0.13895599554930549 0.048265174824322396 -0.12472763154882532 0.06721289259055617 -0.10133188240889923 0.035763453572217274 0.014047401281285461 -0.2536444175132328 -0.15055672234170536 -0.15935233711720409 0.050931016838972942 -0.018733564466581878 -0.1804308170007736 0.091900604242737965 0.074543882786250348 -0.072493383888120891
leaf_weight=9.4154736428899941 2.5772149264812461 259.91398440487319 0.56592188403010313 1.7126302000324352 2.0380491251125932 3.1167869428172708 0.75991666316986117 0.99026941135525681 0.59751835287897848 1.196439740131608 2.1958785951137534 37.664797884201107 3.494298846460878 1.6481939479708669 3.4746663756668568 7.1308638737536958 2.0041001677745944 2.7041320316493502 2.4873671457171431 11.185732918966094 6.4438467249565274 1.2570341080427168 0.80547516886144954 1.076595591381192 1.743694622069597 4.3655329214234353 1.7033886983990658 3.6967715993523598 2.4917331188917151 2.0305436968337736
leaf_count=187 10 3250 40 24 25 17 3 69 21 25 23 444 34 6 51 39 22 12 13 45 52 9 71 9 6 62 14 14 8 28
internal_value=2.00519e-05 0.0012768 -0.00272904 -0.00453565 -0.0626708 0.0314138 -0.00481086 0.0206639 -0.0223443 -0.00255731 0.00434965 -0.0116842 -0.00355413 -0.0646373 -0.0989655 0.000647721 -0.0057096 -0.00106972 -0.00486095 0.000331182 -0.010983 -0.0381702 -0.107082 -0.0562694 -0.0127342 0.00200837 -0.0134484 0.031995 0.0069592 -0.0077536
internal_weight=382.489 262.491 119.998 113.967 3.75068 6.03041 2.91363 2.3477 1.58779 110.217 62.7382 47.4784 41.1591 6.3193 4.67111 60.5423 53.4114 51.4073 48.7032 46.2158 35.0301 11.3266 4.8828 3.62577 2.54917 23.7034 15.6411 8.0623 13.9378 11.446
internal_count=4633 3260 1373 1223 49 150 133 93 90 1174 614 560 478 82 76 591 552 530 518 505 460 147 95 86 77 313 237 76 223 215
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 0 2 2 1 2 1 1 2 0 2 1 2 1 2 2 1 1 0 1 1 0 0 1 1 0
split_gain=0.182722 0.597941 0.125203 0.251081 0.321203 0.195477 0.633184 0.213698 0.904748 1.55144 0.462405 0.608176 0.54226 0.462136 1.36844 1.96803 1.07326 1.0431 0.920387 2.00986 0.891247 1.0197 1.70443 0.80125 2.29449 1.41124 1.82318 1.0741 2.13007 0.688937
threshold=0.39587138110000003 0.3733870243500001 49.292797572200008 0.66718062335000017 0.50056884525000012 0.41160444300000004 48.823707093150006 48.823707093150006 0.32012514595000008 35.771221912400001 0.4995808509000001 0.50491003265000012 45.044778924400006 0.58388970390000006 45.921757303800007 0.39170982905000007 47.309807198350008 0.46551001470000003 39.198779702000003 38.911218973650008 0.46280051495000007 0.45420795785000007 0.58249753000000004 0.45824975300000009 0.43929822460000006 0.58887458460000019 0.59751205050000011 0.45932756505000005 0.47289003325000006 0.53634621715000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -2 8 9 -7 13 -12 -13 14 17 29 23 20 19 -19 21 -10 -23 24 -15 -25 -27 -28 -29 -16
right_child=2 -3 3 -5 -6 7 -8 -9 10 -11 11 12 -14 16 15 -17 -18 18 -20 -21 -22 22 -24 25 -26 26 27 28 -30 -31
leaf_value=0.01823559137602266 0.05073416122711441 -0.12984236513278788 -0.014699842991878371 0.04622871209713221 -0.10873224251327987 0.041081077722276031 -0.010514762360746475 0.018431988243440223 0.0011307945085911497 -0.15730402751103847 -0.11875116686479675 -0.10046374477245582 0.021669541027982121 0.10800560988291295 -0.034599622152315455 -0.12744429405040039 0.074549238634665713 -0.1303664837143052 -0.11528858287978612 0.13626385947311009 0.060418330339666482 -0.11035403629906904 0.058276455835376745 0.10571699278948754 -0.12648616294428938 -0.13000728253752278 0.11645111145087794 -0.13853005192068188 0.031922315910501868 0.048597645112338043
leaf_weight=0.69477572292089351 3.078122816164977 0.44887623015165445 4.5306886725666109 0.60094315302558232 0.39493150188354764 0.67505939304828533 3.7369610089808702 6.2218156745657316 329.41239478548232 0.94747522752732038 0.73878574235641226 0.49828405407970411 1.3442306724027728 0.60528689378406753 3.3128994707949451 2.0225279778242111 2.7364594191312781 0.5569720393395976 1.4550007302314041 0.57414120435714722 2.5109973251819602 1.972602529858704 0.86100586131215084 1.4903756609128302 1.3434702318336347 0.9526208309107459 0.9507934879802632 0.9008449477405519 3.9381842977090855 1.4227685723453758
leaf_count=18 56 170 239 40 34 7 27 49 2767 75 48 447 45 13 55 55 17 43 35 1 9 111 5 18 51 45 6 40 96 11
internal_value=2.71495e-05 -0.0398841 0.000147334 -0.0147943 -0.0222393 0.000367971 0.0171491 5.67275e-05 -0.000259773 -0.0747654 7.63995e-05 -0.0420959 -0.0113598 0.000381312 -0.000315787 -0.0448702 0.0189501 0.000576798 -0.0626889 0.00497228 0.00106555 0.000616981 -0.0591148 0.00400696 -0.0536527 0.0176553 -0.00181015 0.0192826 0.000190506 -0.00960411
internal_weight=380.93 1.14365 379.787 5.52656 4.92562 374.26 6.81508 367.445 361.223 1.62253 359.601 2.5813 1.84251 357.019 344.101 6.7582 12.918 337.343 2.58611 1.13111 334.757 332.246 2.83361 10.1816 1.94876 8.23282 6.74244 5.78982 4.83903 4.73567
internal_count=4633 188 4445 313 273 4132 83 4049 4000 82 3918 540 492 3378 3092 121 286 2971 79 44 2892 2883 116 269 64 205 187 142 136 66
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 1 0 2 0 1 2 2 2 1 2 1 2 2 2 0 0 2 2 0 2 2 2 2 2 0
split_gain=0.116748 1.35337 0.583861 0.422925 0.395669 1.23046 0.267559 0.887129 0.266756 0.448566 0.652919 1.1715 0.887463 0.361465 0.382382 1.26734 0.284375 0.755344 0.461431 1.20257 0.228237 0.608354 0.195186 0.276401 0.17441 0.596583 1.48822 0.716867 1.15826 1.12833
threshold=0.62376874945000005 0.47634801355000006 0.68131193680000013 40.722669576350008 46.095286511800005 0.51869704500000013 0.63528038085000016 45.921757303800007 0.61686775845000008 0.47634801355000006 42.498713093000006 42.546237522150008 49.960114208400007 0.4690129038000001 44.749265482150008 0.47447681205000009 37.817254840650008 43.477771593600004 43.930205408700004 0.61797550970000004 0.58035687555000015 52.834037000700008 49.292797572200008 0.55788748840000013 47.927946529500012 44.578137159850009 44.749265482150008 43.895345911700005 43.930205408700004 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 6 -6 -5 -8 9 13 -11 -12 -13 22 15 -15 -10 -18 -19 -20 -14 -22 24 -24 25 27 -27 -1 -29 -30
right_child=1 2 -4 4 5 -7 7 -9 16 10 11 12 20 14 -16 -17 17 18 19 -21 21 -23 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.0002049229718038239 -0.1322240608910483 -0.10480320194926947 -0.10401123872288361 0.089080115733676135 -0.065657248460809711 0.065957285000285915 -0.1172200318965838 0.089270934233381505 0.11275418407138978 -0.10636254592019534 0.12814112817357939 -0.1103121307491815 0.048357860551026616 -0.10894725721298611 0.096623103503076735 0.083899614556917676 -0.10988426207028497 0.12816854860984966 0.093224592441760096 -0.14791494643260628 -0.11441692091770256 0.091712874464849659 -0.013606249302154495 -0.1041920245083239 0.01102349199480071 -0.13020035195593166 -0.010635643140233346 0.085778690633704302 0.050435874351367829 -0.014766669051863412
leaf_weight=319.26430487029575 0.83342117663414583 0.28265441528492363 0.45596535690674489 1.0757802065927533 1.4880341093521567 1.3591256437939589 0.32419529551407311 0.58079180121421814 0.38833128602709566 0.94038153745350372 0.50381422042846713 1.0202308406587692 0.77997665107250191 0.55275656819867369 0.78672257810831059 0.88860249040590134 0.36529768735636015 0.50408935546874978 0.59132292121648788 0.31804607599042356 0.36540119448909536 0.23542602022644132 2.7628540449368297 0.38360524349263858 14.725946648046373 1.1337605936860189 12.727551423129624 2.4285664788330896 4.2453412524773722 7.0804872699081898
leaf_count=2883 38 126 179 28 29 24 68 2 9 156 1 46 18 42 5 10 27 1 10 62 41 14 117 51 107 31 329 14 50 115
internal_value=1.26479e-05 -0.0133792 0.00441417 0.0140879 0.0210484 -0.00282948 0.0553706 0.0152993 0.000242431 3.79941e-05 -0.0339393 -0.0104938 -0.0395839 0.000394009 0.0405495 0.00994346 0.0352252 0.0182993 0.0514274 0.00888756 0.0126749 -0.0336477 0.00014872 -0.0246501 0.000364503 -8.79981e-05 -0.0204152 0.000758086 0.0231113 0.00967367
internal_weight=379.393 6.39997 5.56655 5.11058 4.82793 2.84716 1.98077 0.904987 372.993 370.826 3.84523 2.90485 2.40103 366.98 2.22808 1.44136 2.16709 1.77876 1.41346 0.909369 1.3808 0.600827 364.752 3.14646 361.606 346.88 13.8613 333.019 13.7544 11.3258
internal_count=4633 494 456 277 151 53 98 70 4139 4030 276 120 119 3754 57 52 109 100 73 72 73 55 3697 168 3529 3422 360 3062 179 165
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 2 2 0 0 0 2 0 0 0 1 1 1 0 2 1 1 2 0 2 1 2 2 2 1
split_gain=0.120294 2.21873 1.03916 1.68635 2.77547 1.29525 0.844342 0.818356 1.86577 1.63434 1.50504 2.28352 1.79466 0.959589 1.86713 0.778534 4.61146 1.5415 1.94135 0.810318 1.74252 1.55258 1.42369 2.43096 1.03576 1.57428 1.46543 1.28825 2.26386 3.02517
threshold=0.50291907430000016 0.5054040298000001 0.37644082515000005 0.37043801085000005 39.032633164100012 0.5116313883000001 39.262923716450011 38.238138001450004 0.5195503128500002 0.51657136015000005 0.52252926560000013 37.995872310650007 0.52863686715000002 0.5296248615500001 0.5380527529500001 0.36618664115000005 0.37043801085000005 0.37644082515000005 0.49688632075000011 35.771221912400001 0.36265381275000008 0.36476452800000009 38.621016321050007 0.47787491390000009 40.148327922700012 0.34569324270000007 39.656620114300004 40.574766824850009 40.94178426300001 0.34650160175000005
decision_type=2 2 2 2 2 2 2 2 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 6 3 5 -5 -3 -2 8 -4 -9 -10 12 -12 -14 -15 19 -17 -18 -19 21 22 -1 23 -21 25 26 -24 -26 29 -29
right_child=1 2 7 4 -6 -7 -8 9 10 -11 11 -13 13 14 -16 16 17 18 -20 20 -22 -23 24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0091170495593599042 0.010750859934228901 0.040648170929323664 -0.09135643308180573 0.039142954390078671 -0.13626452301282502 -0.051832257307663832 0.079146077498603015 0.057606378442052381 0.058970979010872095 0.0021770115971046964 -0.05999261258331004 -0.1310630956425671 0.075869563749316596 -0.13305855461534816 0.013886977068654308 -0.19188010379636805 0.079042195756857309 -0.13108829442153447 0.045807603111206775 -0.011910355616417477 -0.057785660204112993 0.087859092993562829 0.01364963823308173 0.09160249884428015 0.029584730304783303 -0.08213111130998059 -0.052383150867762518 -0.095271123531940352 0.00061755919938330907 0.058879480800527906
leaf_weight=3.7567522791578076 2.8482174202799788 3.6045362856239063 2.8550390233285752 1.3228154592216013 2.836082267574966 2.611800548620522 4.9277422542218119 5.5273006045026696 3.1154270675033358 141.41086881206866 4.5252689453773263 1.5816198902466556 2.0498865991830817 0.94486089609563251 10.191141000354035 1.4578201442200214 1.9714486524462698 1.1966049235779794 1.288368811830878 4.6709647631505486 5.4130221048835656 2.9451708532869816 9.4690880458802003 4.4115099459886551 13.811369343544355 3.7832499429932787 5.2099957061000159 5.2734411226992952 121.63405012442672 1.6782444119453428
leaf_count=140 12 19 27 9 52 36 41 42 18 1932 46 47 7 22 455 18 11 37 24 109 37 15 49 28 98 31 34 93 1136 8
internal_value=7.89463e-06 0.00177987 -0.000448196 -0.0311835 -0.0804729 0.00179242 0.0540939 0.00140362 -0.0152219 0.00426207 -0.00552158 -0.0159359 -0.00565499 0.0129932 0.00141903 -0.00178653 -0.037493 0.0130113 -0.0393742 -0.000626577 -0.00193084 0.0334993 -0.00015174 0.0383676 -0.00232662 -0.0246117 -0.00978715 0.000562718 -0.00255453 -0.0580568
internal_weight=378.324 190.353 182.577 10.3752 4.1589 6.21634 7.77596 172.201 25.2632 146.938 22.4082 19.2928 17.7112 13.1859 11.136 187.971 5.91424 4.45642 2.48497 182.057 175.355 6.70192 169.942 9.08247 160.859 18.4623 14.6791 142.397 128.586 6.95169
internal_count=4633 2765 2712 116 61 55 53 2596 622 1974 595 577 530 484 477 1868 90 72 61 1778 1623 155 1586 137 1449 114 83 1335 1237 101
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 2 2 0 0 2 2 2 2 0 2 0 0 1 2 2 0 0 0 1 1 1 2 2
split_gain=0.122296 3.25347 0.958875 1.02238 1.6326 5.79633 0.684697 2.05085 2.41286 1.62352 1.278 4.00074 0.99277 0.891587 1.0719 0.992393 2.83949 2.91361 1.54963 0.879465 2.49953 1.75843 1.19627 1.16579 2.99675 2.45346 0.692554 1.01542 2.47331 0.771963
threshold=41.319407281650008 41.32819714970001 41.16018805045001 0.34515433670000012 0.36618664115000005 0.41917906650000009 0.56685428580000019 40.890797847750008 40.722669576350008 0.57559653900000007 0.56345618395000019 38.983591653800012 39.427119987250002 41.087689990200012 40.621691032550004 0.47961138885000004 40.806664626150003 0.47787491390000009 0.54504356155000011 0.41808628485000005 40.00488309970001 40.300545846000013 0.48458129995000004 0.5485614203000001 0.54353163080000011 0.43967246490000006 0.41625999220000004 0.40115565405000009 37.765550062200006 39.427119987250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 10 8 9 12 13 -12 -8 14 19 16 17 -16 -17 21 23 26 -23 24 -21 -25 27 29 -29 -1
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 11 -13 -14 -15 15 18 -18 -19 -20 20 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0072637574278276527 -0.12471352717305302 -0.00037809064659242504 -0.025390448836841512 0.072981978606466172 -0.12201648320535163 0.099166309244675843 -0.015951748045573134 -0.13603064464184564 0.1086437571387921 -0.069012818352725172 0.029713974271566891 -0.18069495142886249 0.059384282694373673 0.04983063098083805 0.091435536066616876 0.0054339658752984143 -0.15235825827047805 -0.16461681791097849 -0.065888314489545227 -0.042923998455237866 -0.088276339335593756 0.014519095711654545 0.076378597865704376 -0.11426761805311242 0.061884748844880391 0.01707659630328253 0.041942186148708031 0.023842773511599302 -0.13922093439481906 -0.012738061546676208
leaf_weight=60.675933652244566 2.1283002719283095 188.50111612769979 2.9757388613652429 6.5263857654063013 2.2211222574114799 2.5394168650673237 2.9223086110141541 0.77755591500317756 3.0534108839347036 2.1926878058711736 2.1146478541195388 1.5780299939215181 4.3574900776147842 3.4181036887457585 1.4695670036599069 12.416789836250247 1.9999644744384566 0.63704141415655602 4.0367093198001376 4.6651266450062447 4.004946229979395 7.6693590619834122 5.2773670628666878 2.4042190875625229 6.5701548215001822 3.4818231482058764 3.8686635978519908 1.9918243661522859 1.7451563626527784 28.293013041955419
leaf_count=582 17 2500 18 40 27 20 47 31 28 495 23 25 22 24 62 64 31 6 21 32 28 65 35 71 23 23 20 31 21 201
internal_value=1.34391e-05 -0.00176625 0.00183855 0.0267527 0.0404999 -0.00403083 -0.00023194 0.0215575 0.0313399 0.00642143 -0.0020629 -0.0602022 0.0291424 -0.000674454 -0.00181614 -0.0230402 -0.0670165 0.0140049 -0.0120643 0.0015239 -0.0171569 0.00512736 0.0397344 -0.000521 0.0183659 -0.0365724 0.000487972 -0.00124193 -0.0523074 0.000902979
internal_weight=376.514 190.629 185.885 14.2627 11.2869 4.76054 171.622 13.3035 12.5259 9.47249 158.318 3.69268 7.2798 154.626 151.208 20.5601 4.10657 2.10661 16.4535 130.648 21.1263 109.521 12.9467 17.1213 11.2353 5.88604 96.5746 92.7059 3.73698 88.9689
internal_count=4633 2517 2116 105 87 47 2011 623 592 564 1388 48 69 1340 1316 184 99 68 85 1132 177 955 100 149 55 94 855 835 52 783
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 1 0 1 2 2 2 1 2 1 1 1 0 0 1 1 1 0 0 0 1 1 0 0 1
split_gain=0.10934 1.18417 0.551412 0.361347 0.317058 1.16812 0.305064 0.256738 0.878415 0.882136 0.836157 0.860777 0.794014 1.95535 1.06791 1.2247 1.27183 1.11613 0.76075 0.695403 0.585299 0.845309 1.5071 0.311943 0.960708 0.475612 1.68524 1.71727 1.39349 1.70087
threshold=0.62376874945000005 0.47634801355000006 0.58454836680000011 40.722669576350008 46.095286511800005 0.51869704500000013 0.53419059310000006 0.58388970390000006 0.46636328255000009 49.960114208400007 47.309807198350008 48.823707093150006 0.4373072662500001 45.711398460000005 0.45824975300000009 0.46112391845000006 0.47289003325000006 0.58887458460000019 0.59751205050000011 0.49284452560000008 0.46280051495000007 0.45420795785000007 0.58249753000000004 0.57670429030000014 0.5796383342000001 0.44618424600000006 0.43967246490000006 0.57161462230000015 0.55788748840000013 0.43584024430000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 -6 -7 8 20 -10 12 -12 -9 14 -14 -16 -17 -18 -19 -20 21 23 -23 25 -25 26 27 28 29 -1
right_child=1 2 -4 4 5 6 -8 10 9 -11 11 -13 13 -15 15 16 17 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00015560249158841352 -0.12931902095287137 -0.10393714848414326 -0.11441867892606319 0.050681956788576593 -0.062132107286950504 0.11918990520640033 0.022476716176415446 0.11174832494120364 -0.11442870038855986 0.011454127411797263 0.091485315991513841 -0.012138323190130485 -0.11919226112038633 -0.13721038215398487 0.10022994615747988 -0.13903644392772649 0.13106984509968608 -0.11435428628001937 0.043226037871208156 -0.10149113243254081 0.0405591336983619 -0.10901972031095647 0.052574369461830188 0.023393444024438645 -0.11857698568593865 0.018364344259767042 -0.062642291913243026 0.077230686081311797 -0.038910977797144447 0.075037032625542302
leaf_weight=313.54154304041003 0.76838988903909822 0.25378678889319406 0.36909305117478641 1.8577894897025542 1.5211860382696616 0.59940057806670644 0.7154508454259485 0.55686464719474127 1.33575996410218 0.95443498605163757 2.3026592321693902 1.2297387637081554 0.58303772714862123 1.0657876655459402 1.5007876942399887 0.60666360921459261 0.69631791335996274 0.5627697721938606 1.7694924728712069 0.40874569231527846 3.5510254810214965 1.7814988612662994 0.8537362734787165 1.0688231718959276 0.86029921440058377 14.1448047785816 4.2882208709488614 2.8877193438820532 9.0527087785303575 3.0629831247497341
leaf_count=3037 38 169 115 99 31 8 34 9 74 33 16 72 41 13 12 41 7 39 43 179 22 115 6 23 39 88 39 31 118 42
internal_value=1.52354e-05 -0.0132802 0.0034902 0.0122862 0.0185702 -0.00246506 0.0665653 0.000234685 -0.000234204 -0.0619672 0.0150867 0.0554107 -0.00329158 -0.0121969 0.00954617 0.0230831 -0.00554727 0.0180126 -0.0107081 0.0160699 0.000163946 -0.000244096 -0.0566681 0.000182065 -0.0399188 0.000405017 -0.000358222 0.00045472 -0.00022608 0.000880041
internal_weight=374.752 6.0851 5.31671 4.94761 4.69383 2.83604 1.31485 368.666 357.384 2.29019 11.2829 3.5324 7.75047 7.1936 6.12781 5.54478 4.04399 3.43733 2.74101 2.17824 355.093 351.542 2.63524 348.907 1.92912 346.978 332.833 328.545 325.657 316.605
internal_count=4633 494 456 341 172 73 42 4139 3667 107 472 88 384 375 362 321 309 268 261 222 3560 3538 121 3417 62 3355 3267 3228 3197 3079
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 2 0 0 0 1 1 0 0 0 2 0 1 0 1 0 1 2 2 1 1 2 0 0 1
split_gain=0.104088 1.85187 0.892654 1.51297 2.50931 1.07962 0.781512 0.705039 1.33321 1.59363 1.20021 2.43366 1.49621 1.41071 2.89509 2.68869 0.698175 0.967669 1.93311 1.58706 1.0213 0.687116 1.06814 1.59274 1.39441 1.94098 0.923506 0.890116 0.582556 1.65327
threshold=0.50291907430000016 0.5054040298000001 0.37644082515000005 0.37043801085000005 39.032633164100012 0.5116313883000001 39.262923716450011 0.5116313883000001 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.52252926560000013 0.52432561900000019 0.5261668812000001 39.065416244600009 0.50101793360000013 0.36618664115000005 0.49820364660000011 0.37644082515000005 0.4995209724000001 0.36510882910000009 38.621016321050007 38.536700832000001 0.36476452800000009 0.3584174126500001 38.983591653800012 0.47787491390000009 0.47568935060000012 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 6 3 5 -5 -3 -2 -4 -9 -10 11 -11 -12 15 -15 -14 17 20 19 -19 21 22 23 24 25 27 -24 -1 -28 -30
right_child=1 2 7 4 -6 -7 -8 8 9 10 12 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 26 -25 -26 -27 28 -29 29 -31
leaf_value=0.0012474656100904694 0.009011868361511936 0.037902940559649961 -0.063617205026283818 0.034810582050036731 -0.13489522401723239 -0.047254557239971587 0.075716164647656417 0.051233387914393802 -0.073246189845029994 -0.020110116704524138 -0.052676759047194134 0.075762012100306808 -0.033719394380240048 -0.12031682515153214 0.00044275420919595473 0.075847726826857365 -0.046887389221315343 0.074078708770193888 -0.14882982952221488 -0.07544221733763086 0.051685273098050634 -0.052979725407198391 -0.05912666747914317 0.14924765325683176 0.10753335401352236 -0.094845695398750818 0.011598665745108098 0.065110473497412683 -0.0024199232336522612 -0.074145665457316184
leaf_weight=6.6995131304174667 2.8258146792650214 3.5078323297202569 1.6534482915885735 1.311279157176614 2.5966461803764105 2.5864838501438498 4.6412357003428042 5.3260981272906056 2.8869828983442849 4.6947676027193648 5.3226754950519526 6.072471909224987 3.4320318633690459 2.0157781308444092 131.16740403947006 6.4464013546821661 3.3519521229900411 1.392441028991015 1.3141536801122127 1.4482070168014614 3.7821841724216929 2.4912439845502368 2.821337539702653 0.98047300893813449 1.509029000997544 1.6573061995441083 28.243128582864301 3.236956100910902 124.56607947638258 3.2987070046365252
leaf_count=221 12 19 26 9 52 36 41 34 25 36 38 24 20 76 2265 52 34 12 20 42 19 16 17 4 8 23 597 31 795 29
internal_value=8.46819e-06 0.00167971 -0.00035548 -0.0293829 -0.0779515 0.00176132 0.0504727 0.00136232 0.00200427 0.000386145 0.00172182 0.0339595 -0.000617448 0.00131944 -0.00138499 0.0377812 -0.00166004 -0.000833615 -0.0485441 -0.00214941 0.000272035 -0.000835943 -8.51141e-05 0.0263101 0.0171108 0.00534156 -0.00242409 0.0220518 -0.0013993 -0.00427033
internal_weight=373.28 186.487 179.02 10.0022 3.90793 6.09432 7.46705 169.018 167.365 162.039 159.152 10.7672 148.384 143.062 133.183 9.87843 186.793 183.441 4.1548 2.84065 179.286 175.504 173.013 14.0833 13.1028 11.5938 158.929 9.93647 156.108 127.865
internal_count=4633 2765 2712 116 61 55 53 2596 2570 2536 2511 60 2451 2413 2341 72 1868 1834 74 54 1760 1741 1725 287 283 275 1438 252 1421 824
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=0 2 1 2 0 2 2 0 0 2 2 1 1 2 1 1 0 0 1 0 1 1 1 1 0 1 1 1 2 0
split_gain=0.121618 0.705866 0.546318 1.10969 1.46414 1.00735 0.326566 0.305123 0.297918 0.815232 0.288725 0.137751 0.949896 0.162844 1.27182 0.843207 1.82767 0.622928 1.73129 1.12935 1.65177 1.13207 1.06626 0.771523 2.00612 0.669079 0.483899 0.584628 0.31414 0.50027
threshold=0.39672464895000009 49.247968080500009 0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 48.553014326500012 0.41160444300000004 0.42615490555000007 35.771221912400001 48.96897326980001 0.32467590790000006 0.3298553935500001 46.095286511800005 0.36042334060000009 0.37820723930000005 0.53203496900000014 0.61797550970000004 0.50214065445000011 0.58887458460000019 0.40272746325000003 0.39150025445000008 0.48522499325000007 0.45824975300000009 0.60861950240000018 0.39170982905000007 0.39814676205000005 0.39591628995000006 48.823707093150006 0.65010029640000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 -9 -2 -10 -13 -14 -15 -16 -17 19 -19 20 21 -18 -22 -21 -25 -23 27 -27 -20 -30
right_child=7 -3 6 -5 -6 -7 -8 8 11 -11 -12 12 13 14 15 16 17 18 28 23 22 25 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.1065146003609049 0.0657864634962506 -0.1098909410140948 0.012217690352325106 0.14635802030191941 -0.15105128878968427 0.09697535603693104 -0.057783133037624682 0.033382248250809508 0.016988777537566724 -0.11722158176730456 0.0073375195657975805 -0.10766514380212629 0.00067526955926640873 -0.13921448707465195 0.042378187906012117 -0.11993411391959237 -0.053192391557944169 -0.13372186259162192 -0.029712951133764723 0.089428304253224872 -0.13117426590801248 0.12900217537934217 9.0986135236126475e-06 -0.13384268617473055 0.08593054097261292 -0.10808916182030388 0.096650418010540681 0.058356458457150422 0.1142548895300713 -0.0066845326011230307
leaf_weight=0.31992203884874415 1.3489673113217571 0.68190875742584456 1.062254024021968 0.6362062096595763 0.50935427844524372 1.0153907160274682 1.7885843515396116 0.68688730151188682 4.7873584553599349 0.75393532507587224 2.2628526240587234 0.81890610535628994 335.58796845549114 0.71947027114220219 3.2724161637015667 1.4608028731236107 1.1651760749518856 1.2428529936587431 1.1021075335447679 2.3048781179531943 1.5214113220790753 1.0073620378971102 1.0452746115624902 0.67478647036477912 1.0802746571134774 0.42427607244462684 0.52942788088694215 0.41984937945380807 0.5673527273465877 0.86123762011993676
leaf_count=132 42 18 51 1 5 13 10 21 32 170 13 52 3549 13 32 100 14 26 45 17 60 2 51 23 27 29 10 12 10 53
internal_value=1.40837e-05 -0.0140914 -0.00183899 0.0324752 -0.00680183 0.048222 -0.0317 0.000246071 -4.24619e-05 -0.0454238 0.0291674 0.000138868 -8.78467e-05 0.000160319 -0.00874795 -0.00372282 -0.0135145 -0.00236761 -0.0370679 0.0105044 -0.0166498 0.0275752 -0.0777503 0.0513886 0.00143206 0.0671013 0.0217033 -0.0253028 0.0103999 0.0413455
internal_weight=371.659 6.01362 5.33171 2.48087 1.84467 1.33531 2.85084 365.646 362.034 1.44082 3.61182 360.593 355.806 354.987 19.399 18.6795 15.4071 13.9463 3.77355 10.1727 6.11278 3.54609 2.56669 4.05994 1.75506 2.38092 1.37355 0.844125 2.5307 1.42859
internal_count=4633 230 212 151 150 145 61 4403 4348 191 55 4157 4125 4073 524 511 479 379 134 245 178 67 111 67 50 53 51 41 108 63
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 2 2 2 2 2 2 2 0 0 1 1 2 2 0 2 1 0 1 1 2 0 0 2 0 0
split_gain=0.116555 1.46257 0.715155 1.48479 1.26741 0.86021 1.05731 0.325455 3.48522 0.717115 2.24208 1.98382 1.37011 2.84881 2.75291 1.16346 1.1043 1.05292 0.759476 1.0936 1.47107 0.655572 0.975775 1.10384 0.613675 0.45857 1.41586 0.385485 0.446757 0.970008
threshold=0.47721625100000004 0.47709649410000005 0.47787491390000009 0.47811442770000007 0.34446573455000007 41.362929270750008 42.455548714850003 38.983591653800012 38.396531328800009 42.720329370750001 42.546237522150008 43.564719632750005 0.47500074850000013 0.47697673720000006 0.34545372890000009 0.3447651268000001 44.131787411600008 39.032633164100012 0.47396784530000008 40.767054867700004 0.32467590790000006 0.4560492201000001 0.35799826355000003 0.3584174126500001 43.968221017800005 0.43572048740000008 0.41229304515000009 48.96897326980001 0.39672464895000009 0.39614083410000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -4 -5 -2 -7 8 -1 10 12 15 17 14 -14 -11 24 -9 19 20 -19 27 -23 -24 -13 26 -21 28 29 -18
right_child=2 -3 3 4 -6 6 -8 9 -10 11 -12 16 13 -15 -16 -17 21 18 -20 25 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0047813189803179185 -0.01138655245615269 -0.076799261542074615 -0.07180817660562569 -0.075163797598782001 0.00087785852210113991 0.073552751363678198 0.0083308527095802016 0.13492681872473866 -0.21009725899013276 -0.01357462752175452 0.1152469523339734 0.006629776704295251 -0.13982385438846492 0.049638879315546176 0.037745783695763382 -0.12165533204983288 0.051496130128051688 0.023986817764024133 0.068338841753824611 0.096337647071201821 -0.13310691755517876 -0.12048789444744004 0.12436843973732768 -0.11194104380314836 0.099606121142853471 0.05439641966162212 -0.082960178243455765 -0.018192160217731294 0.064365842363480377 -0.049319323562022128
leaf_weight=6.7376748897877397 5.1174748912453643 2.6499224714934817 2.8805710189044467 2.2078968472778788 301.90006699760488 4.6976076550781709 5.2782074473798275 0.84549571759999409 0.85005102748982597 1.8193450025428344 2.0734878563089287 1.2049800710519769 2.7429802324622861 2.6891372576355934 1.2807319238781927 2.2008024474198464 1.9543012188805715 1.2176479203626498 2.3074094280600548 0.7465441958993323 1.1677748168003743 1.1268895370885719 0.46314123272895802 0.34486016072332859 1.7277964837849138 2.9467777130194008 1.0740679515292866 4.5864297044463456 1.6625959419179706 1.8652906566858292
leaf_count=234 21 17 20 17 3542 18 35 3 12 59 12 43 52 12 8 77 30 9 12 59 90 23 1 61 10 42 16 41 43 14
internal_value=6.88421e-06 -0.00457475 0.000693757 -0.000351078 0.000325778 0.0219451 0.0390438 -0.000380944 -0.0192915 0.00339024 0.01707 -0.0103874 0.00510841 -0.0300478 -0.0833041 -0.0727427 0.00639576 0.0280081 0.0184524 0.00235966 -0.0529178 -0.00704452 -0.060355 0.02351 0.0614052 0.0300184 -0.00943889 0.00320018 0.0210971 0.00226309
internal_weight=370.368 48.2861 322.082 306.989 304.108 15.0933 9.97582 45.6362 7.58773 38.0485 19.0921 18.9564 17.0186 6.71285 4.02371 4.02015 14.9363 10.3057 9.46022 7.15281 2.38542 12.0035 1.93489 0.808001 2.93278 4.76739 1.82061 10.0686 5.48219 3.81959
internal_count=4633 980 3653 3579 3559 74 53 963 246 717 315 402 303 72 60 136 266 231 228 216 99 213 85 62 53 117 75 128 87 44
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 0 0 0 2 1 1 1 1 0 1 1 2 1 0 0 0 0 2 2 0 2 2 0
split_gain=0.107571 2.65433 0.793833 0.956432 0.950924 1.53578 0.584655 2.87706 0.597659 0.603802 1.76017 1.36179 3.28127 2.1045 1.95944 2.44261 1.35811 1.65728 0.886985 0.55952 0.833104 0.900769 2.10367 0.517712 1.71179 2.00298 1.29391 1.18907 1.69349 1.36419
threshold=41.319407281650008 41.32819714970001 41.16018805045001 41.184662530950007 0.36618664115000005 0.41861022125000008 0.47736594710000008 0.47709649410000005 0.47774018740000007 0.47880302985000006 39.746231405950006 0.3447651268000001 0.34491482290000003 0.34512439750000007 0.34569324270000007 0.48458129995000004 0.36042334060000009 0.36476452800000009 39.852039223600009 0.36510882910000009 0.50035927070000008 0.50730517050000012 0.5116313883000001 0.56685428580000019 40.890797847750008 40.722669576350008 0.57559653900000007 41.087689990200012 40.679780036550007 0.51809826055000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 7 -1 -8 10 -10 -11 -13 -14 -15 -16 18 -18 -17 -19 -21 -22 -23 27 25 26 -25 28 29 -24
right_child=1 -3 3 4 5 -7 8 -9 9 11 -12 12 13 14 15 16 17 19 -20 20 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0091358243520758484 -0.11316532864697054 -0.0004078614546153402 0.073788161272649269 0.03093909595952803 -0.098373805187190577 0.035938361745277862 0.047795732636625538 -0.21347512220228074 0.039325259942088991 -0.062052882447959756 -0.062029506761114399 0.10201573096091864 -0.10252014939778165 0.045399743032288817 -0.067563573189979118 0.0064430395328186202 -0.076344342121316175 0.048906721791709393 0.078515625162261224 -0.047559811924491401 0.034011222740041862 -0.10600868464818065 0.043033971671423039 0.026684941241563773 -0.13319095454213606 0.10393139560150809 -0.064560360780317211 0.063487301480990563 -0.051387230783519922 -0.0036067930042605126
leaf_weight=13.903739260382277 2.1115403026342383 184.76874637120636 3.0902129925379986 7.3340948193799687 1.7488461099565031 1.6588468458794521 2.7573534026741973 0.72497002780437547 2.6284173950552931 3.2178554236888877 4.9220511540770531 3.3172552809119216 1.9227680675685395 10.015725784003733 5.2151591670699409 3.1519164033234111 2.7935552983544758 2.449665203690528 3.7262879479676485 3.4795703869312993 8.1919318381696922 1.8544554668478657 6.9394175531342617 7.0883696100499893 0.68529744428815398 2.7620779951103041 1.9905292460007329 2.732619483023881 6.7811055947095147 65.11606306117028
leaf_count=397 17 2500 22 42 23 18 9 5 13 18 40 11 11 43 31 30 22 14 34 27 39 35 35 69 31 28 495 10 38 526
internal_value=3.79879e-06 -0.0016819 0.00173279 0.0247619 0.010658 -0.0329914 -0.000159126 -0.0192625 0.00165861 0.000816015 -0.0267466 0.00226695 0.00374307 0.00136174 0.00284159 -0.000569559 0.00234823 -0.000280831 0.0454886 0.00164963 0.000573966 0.0021822 -0.000535267 0.00154343 0.0204717 0.029365 0.0066796 -0.00136332 -0.00361116 0.00088502
internal_weight=369.08 186.88 182.2 13.832 10.7418 3.40769 168.368 14.6287 153.739 150.982 7.55047 143.432 140.214 136.897 134.974 124.958 119.743 112.865 6.8782 110.071 107.621 104.142 95.9499 94.0955 12.5263 11.841 9.0789 81.5692 78.8366 72.0555
internal_count=4633 2517 2116 105 83 41 2011 402 1609 1600 53 1547 1529 1518 1507 1464 1433 1369 64 1347 1333 1306 1267 1232 623 592 564 609 599 561
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 1 1 1 0 2 2 1 1 1 1 0 0 1 0 1 2 0 1 2 0 2 2 0 1 2
split_gain=0.0989883 1.95697 1.24288 1.04187 0.492288 1.33191 1.74307 1.32659 2.96409 1.23519 2.85271 0.859289 0.719267 0.446 2.82019 1.70808 1.17287 0.439861 1.66007 1.27866 2.8768 1.25655 2.66234 1.55938 1.26706 0.755761 2.57336 0.450086 0.428699 2.95067
threshold=0.56065686655000013 0.42991227810000004 0.43075057630000008 0.5619592227500001 0.44844465735000011 0.43584024430000007 0.42991227810000004 0.43121463430000007 0.54504356155000011 42.320906304050006 43.521589032450009 0.42802610700000004 0.4289991317500001 0.43837010870000009 0.44512140355000007 0.57161462230000015 0.57559653900000007 0.42111014640000005 0.54695967185000016 0.41917906650000009 40.858951393400005 0.53998383280000006 0.40651477500000005 40.542362378300005 0.5380527529500001 37.765550062200006 47.74983977685001 0.53866650695000018 0.39563186730000005 43.61821939175001
decision_type=2 2 2 2 2 2 2 2 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 11 -8 -9 -7 -11 17 -13 15 16 -5 -15 19 -19 21 -21 24 25 -24 28 -23 -27 -26 -1 -30
right_child=1 2 3 13 -6 9 7 8 -10 10 -12 12 -14 14 -16 -17 -18 18 -20 20 -22 22 23 -25 27 26 -28 -29 29 -31
leaf_value=0.00080373819908772463 -0.14219712389726555 0.14028288325351787 -0.078161540682883057 -0.011156888092447872 -0.040187402408647488 0.071266980278763284 -0.15081214842842411 0.062018814452713081 -0.13349042748037129 -0.11653727102324606 0.07865953297394121 0.094256907149014801 -0.0024359750559957488 -0.14235075030353536 0.0039960502187428547 0.0928856883526471 -0.017274108351547451 -0.058893529621057629 0.020862137674890695 -0.012565274887294739 0.092146615294164194 0.048946136428038023 -0.040945717370511364 -0.15066947615271206 0.054428020065980881 -0.10014277093536655 0.074608542189865942 0.014830248711149198 -0.048456200710379406 0.037318851478837539
leaf_weight=240.98636105328478 1.0065662789857004 0.61223325156606634 1.7793780462816347 4.8545418940484515 2.9251631218940011 5.0662792201619578 1.2302966240094964 1.6804782027029435 1.439895932562649 1.3654176443815234 1.657664935220964 1.7983607677742832 1.3444401299348099 1.9642675246577703 33.336686063812522 2.337805048446171 1.2125034509517716 5.3286485848948342 5.1148501084535383 5.7531293150968832 4.8234732821583748 2.9486262430436891 3.3535878882976249 2.1102945769598591 5.4654386490583402 1.8433105917647483 1.5523177357972597 6.0457289293408394 10.481683941674421 6.4960008409689172
leaf_count=2295 53 2 12 42 32 19 28 32 25 9 43 15 32 30 1269 27 29 33 41 30 26 13 38 34 22 24 33 25 171 149
internal_value=2.02961e-05 -0.0042604 -0.00124846 -0.00315348 0.00064882 0.00102459 -2.13814e-05 -0.0628719 -0.0281989 0.041082 -0.00950384 0.000873839 0.0528932 -9.97064e-05 -0.0045831 0.0226612 -0.0946118 0.000333036 -0.0198321 0.0010546 0.0351887 -0.00022889 -0.032158 -0.0833239 0.00117021 0.0119077 -0.0202549 0.0336311 -0.000278292 -0.015637
internal_weight=367.915 47.104 46.0974 45.4852 320.811 317.886 309.797 4.35067 3.12037 8.08936 3.02308 305.446 3.1428 43.7058 36.5135 7.19235 3.17677 302.303 10.4435 291.86 10.5766 281.283 11.8081 5.46388 269.475 6.34425 3.39563 11.5112 257.964 16.9777
internal_count=4633 1464 1411 1409 3169 3137 3066 85 57 71 52 2981 47 1397 1328 69 59 2934 74 2860 56 2804 142 72 2662 70 57 47 2615 320
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 2 0 0 1 2 0 2 0 2 1 0 2 0 2 0 2 0 0 0 2 1 1 2 0
split_gain=0.108017 0.556846 1.2291 1.58161 2.2697 0.710656 0.664331 1.02107 1.21 1.76631 0.902701 0.560295 0.855826 0.605534 0.394664 2.11955 0.338819 0.301525 0.444304 0.867126 0.643147 1.05404 0.29203 0.375541 1.37137 0.274148 1.42032 2.0039 0.992427 0.802636
threshold=44.202975721700007 43.895345911700005 0.42209814075000007 0.3465914194000001 0.47709649410000005 44.131787411600008 43.564719632750005 0.48389269780000005 0.49588335680000006 0.39814676205000005 43.477771593600004 0.59930840395000018 40.767054867700004 0.62143349005000015 44.749265482150008 0.34575312120000007 0.63528038085000016 45.205561619650005 0.47648274005000008 44.908704241950012 0.5541600551000001 45.044778924400006 0.58388970390000006 0.58887458460000019 0.59751205050000011 47.927946529500012 0.4172030777500001 0.43967246490000006 47.079243513300007 0.60134427115000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -4 10 -8 -9 -10 11 22 13 -13 15 -2 -15 18 -16 -20 21 -21 -1 -24 -25 26 28 -28 -19 -29
right_child=14 2 5 -5 -6 -7 7 8 9 -11 -12 12 -14 16 17 -17 -18 25 19 20 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=0.00024102614387834921 0.021315409877662631 0.077298745625788937 -0.11864674425796423 0.080518028985351708 -0.073051390579113293 0.011636993303234228 -0.086680169307907715 0.054698238546093875 -0.12421298361358434 0.0089081465852089113 0.056918465343097295 -0.10212279046298318 -0.10819837839358269 0.069633182573180394 0.084936360463062827 -0.1197491664515879 -0.10202297353920034 -0.11528343564652598 -0.084643102616780361 -0.11185071049122502 0.094240414287237131 0.046065314413686852 0.065400351753953631 -0.11145403702022393 0.11682827273240129 0.001288253697732363 0.10114199511650186 -0.082006307163189157 -0.017983526613967554 0.012357172349249983
leaf_weight=298.36962478781061 2.7797034395043729 1.814166453666983 0.85173151420894899 4.4211607202887535 2.2485178411006927 0.82345257326960564 2.1767315025790577 2.1094027534127235 1.529301152564585 2.8620511302724481 2.8256476961978469 0.37057364445354268 1.1965745688357854 0.88180320812534752 0.90924310579430212 1.7268483005464075 0.13222969054913847 1.9320372366346434 0.81163852126337621 0.60694012790918361 1.0680669771973041 1.392215765081346 1.5423806972685263 0.60226423216226954 0.46736228140071034 21.931799703306751 1.8002183521166442 1.5613600686192515 2.291670011356473 2.1324915349832736
leaf_count=2723 24 34 128 19 11 8 30 6 41 31 32 97 190 47 14 56 203 146 12 66 6 8 28 62 15 461 10 23 53 49
internal_value=1.91391e-05 0.000628548 0.0236721 0.0391283 -0.00591347 -0.0546045 -0.000114473 -0.0273999 -0.00755033 -0.0374517 0.000658301 0.000134616 -0.0462576 0.00727158 -0.00482147 -0.0327386 0.0472493 -0.00136872 0.022019 0.0072706 0.0315925 -0.00187771 0.000532469 0.033824 -0.0117084 -0.00490694 -0.0188887 0.0146318 -0.0624911 -0.0275295
internal_weight=366.169 325.225 10.159 8.48385 4.06268 1.67518 315.066 8.67749 6.50076 4.39135 306.388 303.563 2.58118 1.38461 40.9442 4.50655 1.01403 36.4377 4.7881 3.87886 3.06722 1.99916 300.982 2.61201 1.06963 31.6496 9.71778 5.49407 4.22371 3.69385
internal_count=4633 3705 200 64 45 136 3505 108 78 72 3397 3365 537 347 928 80 250 848 106 92 80 74 2828 105 77 742 281 82 199 72
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 0 0 2 2 1 1 2 2 2 1 1 0 1 0 0 2 1 0 1 1 1 2 1 0 2
split_gain=0.110014 0.620461 0.401366 1.45696 0.51505 0.204774 0.250236 0.734965 0.176171 0.117271 0.472027 1.36766 0.147922 1.48935 1.31478 0.881474 2.41391 0.544986 0.981125 1.38725 0.570777 1.19884 3.5073 1.25952 0.823331 0.984065 1.28865 0.751823 1.1779 0.608577
threshold=0.39672464895000009 49.247968080500009 49.064150740050003 48.914776625700007 44.952171034750002 0.41160444300000004 0.42615490555000007 35.771221912400001 49.292797572200008 0.32467590790000006 0.33894194785000004 37.572218886150004 44.578137159850009 44.749265482150008 0.34491482290000003 0.37820723930000005 0.53146612375000013 0.46636328255000009 0.58745247150000013 0.58887458460000019 43.895345911700005 0.34575312120000007 0.48634771415000005 0.42209814075000007 0.45824975300000009 0.4529056016000001 37.817254840650008 0.43593006200000012 0.56300709560000006 41.559097512700014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -7 -2 -8 11 -11 17 -14 -15 -16 -17 20 -19 -20 24 -22 -23 -24 25 -12 -27 -25 -29 -26
right_child=5 -3 -4 -5 -6 6 9 -9 -10 10 12 -13 13 14 15 16 -18 18 19 -21 21 22 23 27 29 26 -28 28 -30 -31
leaf_value=-0.10577808851760147 0.042679333771029282 -0.10872859649192133 0.059551372007350722 -0.18848009535819651 0.017062897440562271 0.030639107402374202 0.015955858836223961 -0.1162853483906145 -0.0023851255396028738 0.032662844793097161 0.00032350857163361189 -0.12534099537619128 -0.12968541838782308 -0.1383153507026986 0.037386704359106356 -0.11335442247240085 0.0030897996190024242 -0.11406941269366666 0.12781798244504458 -0.033989689041336722 0.058609172211704863 -0.15699069758870698 0.053926492001810628 -0.13147592535701266 0.010091011272362966 0.028793684501511457 -0.11172097414354548 0.1232898418259258 -0.10604889843069609 0.07519838285027558
leaf_weight=0.37915453774621655 2.0973851600429039 0.61393064120784391 0.86971730738878239 0.4345920830965041 3.4205725137144327 0.68124600638839072 4.637100536376237 0.68063363758847117 1.4793728291988371 1.095935775432735 293.67036396427284 1.0953667352441696 0.95229995914269494 0.69283577799797313 5.3522463217377689 1.9721559391546204 18.296720750950044 1.1245598334789964 0.63021820667199824 3.327164030602944 5.2682833671569806 1.2431966913864014 4.5380386298056692 0.6586572016822172 3.4072776279499513 1.0406422523665235 1.7506194887682793 0.45042043924331665 0.44541624933481216 2.4810909857042134
leaf_count=175 46 18 4 3 30 21 32 170 9 12 2301 62 29 7 108 190 422 76 4 620 18 15 28 18 61 20 56 1 62 15
internal_value=1.34161e-05 -0.0137483 -0.00232374 -0.0150327 0.00480525 0.000232563 -6.97684e-06 -0.0427901 0.0240403 0.000157554 -5.20587e-05 -0.0463186 0.00023986 -0.00683063 -0.00238453 0.00129126 -0.00824019 0.000842248 -0.0316442 -0.00822161 0.00136643 0.0222166 -0.00391931 0.0273153 0.000497254 -0.000238183 -0.0593341 -0.0503709 0.00926102 0.0375243
internal_weight=364.787 5.71797 5.10404 4.23432 3.79973 359.069 355.492 1.36188 3.57676 354.131 349.494 2.1913 347.302 27.2663 26.314 25.6211 20.2689 320.036 5.08194 3.95738 314.954 12.604 7.33573 6.09253 302.35 296.462 2.79126 1.55449 0.895837 5.88837
internal_count=4633 230 212 208 205 4403 4348 191 55 4157 4125 74 4051 756 727 720 612 3295 700 624 2595 142 124 109 2453 2377 76 81 63 76
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 1 0 2 2 0 0 2 1 2 1 2 2 1 1 0 1 2 0 2 0 0 0 0 2
split_gain=0.116379 2.17657 0.640652 1.06732 1.35065 2.11954 2.22039 0.486294 1.40361 1.76361 1.05093 1.01414 3.29385 0.772031 0.728609 0.6786 0.661985 0.79577 0.938711 3.13644 0.974743 0.953167 0.693626 1.34906 1.0418 1.22489 0.92194 1.34256 1.03272 0.844342
threshold=41.319407281650008 41.32819714970001 41.16018805045001 0.34521421515000011 0.34554354660000003 0.41917906650000009 0.36618664115000005 0.56685428580000019 40.890797847750008 40.722669576350008 0.57559653900000007 0.56345618395000019 38.983591653800012 0.49146732130000009 39.427119987250002 0.4529056016000001 41.087689990200012 40.621691032550004 0.34515433670000012 0.34494476210000008 0.54504356155000011 0.40206880030000008 40.300545846000013 0.54088200950000009 40.21994457600001 0.55980359870000018 0.55688452445000014 0.55131582885000008 0.54450465555000005 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=2 -2 7 -4 -5 6 -6 11 9 10 14 16 -13 -12 15 -9 17 22 19 -19 21 -20 24 29 25 26 27 28 -1 -24
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 13 12 -14 -15 -16 -17 -18 18 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-7.9687263352383247e-05 -0.1032581439941239 -0.00060265973665671151 -0.02556158416465067 0.089850928753148707 0.042727498079276144 0.091026520525650287 -0.10046124351395612 -0.055325718754151966 -0.12797974493156911 0.10153229477777284 -0.10341350181193801 0.026332735772486873 -0.17094365473369078 0.036808318704754393 0.051335915343448724 0.04464933122577569 0.044343172344145781 0.010346979383434899 -0.012644611565609677 -0.20575814458910158 -0.053749192346952801 0.050668757067892214 0.058602179834993579 -0.044711574657047788 -0.054031980906941147 -0.073436819522036928 0.064695179156563934 -0.073459803258018028 0.039035433227305801 0.0054301702310161773
leaf_weight=95.163490381688462 2.0892107710242263 181.38782938844088 3.4090533282433162 3.4541344180470315 2.1824204698204994 2.2663442850171123 2.1496588196605444 1.6737023140303739 0.61117535733501505 2.5091461749980235 1.2834985512163255 2.0624711264390494 1.4353798488155005 0.56571066406831949 4.0870571574196219 1.1423243857279883 3.2706401454634024 1.741815510788004 10.064423563890161 1.0930378849152473 4.0557350907474747 3.1133819785900405 6.9962861281819624 2.5010875090956679 3.5724590718746176 2.1756694572977713 2.3208239356754339 2.3684778864262617 7.2651774575933805 5.2106354869902134
leaf_count=846 17 2500 22 20 16 20 27 26 31 28 231 23 25 264 22 21 24 15 68 65 21 15 45 16 25 25 22 60 38 55
internal_value=1.16872e-07 -0.00177157 0.00180859 0.0227912 0.0391887 0.0126681 -0.0283254 0.000109932 0.0196125 0.0276225 0.00643372 -0.00138961 -0.0546217 -0.0605168 0.0243685 -0.0147707 -0.000155803 -0.00114156 -0.0196518 -0.0729769 -0.0108801 0.00231377 0.00177025 0.0221964 -0.000891561 0.000845429 0.00235417 0.000973577 0.00269471 0.0359052
internal_weight=363.222 183.477 179.745 13.4616 10.0526 6.59842 4.33208 166.284 11.8726 11.2614 8.75229 154.411 3.49785 1.84921 6.90308 2.81603 150.913 147.643 20.0684 2.83485 17.2335 13.1778 127.574 14.708 112.866 109.294 107.118 104.797 102.429 12.2069
internal_count=4633 2517 2116 105 83 63 43 2011 623 592 564 1388 48 495 69 47 1340 1316 184 80 104 83 1132 116 1016 991 966 944 884 100
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 1 0 2 0 2 2 1 2 0 2 2 2 2 1 1 1 1 0 0 0 2 1 1 2
split_gain=0.109514 1.1992 0.668594 0.404286 1.49605 0.592108 0.553697 2.86455 0.937079 0.409311 1.28884 2.68784 2.14752 0.61448 0.39232 1.78345 0.584757 5.7165 2.4329 2.12188 2.89208 1.19827 2.44594 4.03214 1.77026 2.09678 1.5431 1.50762 0.996157 0.870616
threshold=0.47721625100000004 0.47709649410000005 0.47757552170000012 0.3447651268000001 0.48149755995000004 0.34491482290000003 0.34512439750000007 0.48119816770000007 40.890797847750008 0.47943175355000006 42.154118731400011 41.489621506400006 0.34626208795000007 43.663128814500006 0.48077901860000011 41.835830569250014 41.835830569250014 41.559097512700014 42.081757894750005 0.44512140355000007 0.46280051495000007 0.34524415440000006 0.34566330350000002 0.48104847160000008 0.48389269780000005 0.48911709230000006 42.283941020600004 0.34584293880000011 0.40206880030000008 41.529896397300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 7 8 -7 10 11 -8 13 -12 15 -11 17 29 28 -19 -21 -20 -23 -24 27 -26 -27 -25 -18 -16
right_child=2 -3 3 5 -6 6 9 -9 -10 14 12 -13 -14 -15 16 -17 18 19 21 20 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00061525396982476722 0.029567283951440506 -0.070457406358956046 -0.058931204871612547 0.031651560786116029 0.013552296076846798 -0.027604828636261659 -0.0027952484142687224 0.048733972134583782 -0.1138717384120916 0.022377514753341959 -0.12236654094738285 0.08822151447491268 0.049941786088731233 -0.036232651940372 0.00021151578094134535 -0.053640571747435563 0.021180730893301303 -0.11846672207655183 -0.075751240380806717 -0.15155527996427431 0.099802257975125097 0.062829331499285171 -0.28264754462490554 -0.027750223137926158 -0.090493423139435925 -0.096608635927720399 0.00050581848989249203 0.079245854112942424 0.075781637124303983 0.066263915199702969
leaf_weight=43.944071167214133 7.8102767318487158 2.604099962860345 5.0940765233244729 6.0374668613076201 6.4567797556519508 2.423355430364607 8.7302313297987002 3.1821525283157825 2.6211176957003772 5.8601967915892583 1.5692956270650023 5.1636921912431708 2.2304004989564419 1.7539501041173933 140.74394454204594 6.5198360085487366 7.3400632198899967 5.6913978368975213 2.020861603319644 0.74527688324451435 1.1864828431862404 6.1611406430602065 0.51082874834537406 1.8327700421214093 2.7790275168372309 1.6773894756915968 66.577954299289559 4.6788119561970234 6.1335674120346084 2.0241888528689733
leaf_count=963 38 17 32 28 29 21 39 12 20 27 34 32 16 9 1626 38 48 49 12 9 38 26 4 8 37 50 1226 67 59 19
internal_value=5.47761e-06 -0.00452252 0.000673408 -5.9888e-05 -0.0184139 0.00065587 1.09262e-05 -0.025562 -0.0724293 0.000757131 0.0147554 0.0310312 -0.025963 -0.0769066 -0.000280007 -0.0176567 0.000580135 -0.0033571 0.00651846 -0.0877298 0.002828 0.000344301 0.00217026 -0.00261765 -0.000772974 -0.00534752 -0.00188079 0.0491304 0.0460366 0.00114802
internal_weight=362.105 46.5482 315.557 307.746 11.5509 296.195 290.158 8.22663 5.04447 281.931 19.4476 13.8939 5.55365 3.32325 262.484 12.38 250.104 150.391 99.7124 7.62316 1.93176 86.2388 84.2179 78.0568 77.546 71.0344 68.2553 6.51158 13.4736 142.768
internal_count=4633 980 3653 3615 61 3554 3526 53 41 3473 130 71 59 43 3343 65 3278 1741 1537 96 47 1430 1418 1392 1388 1313 1276 75 107 1645
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 2 0 0 2 2 2 2 2 1 1 0 0 1 0 2 2 2 1 2 1 0 1 0
split_gain=0.100676 1.60117 0.573242 0.834661 1.02678 3.36597 0.495133 2.57986 1.51194 1.17534 1.02808 1.41239 0.740804 3.10731 0.563819 1.89262 0.580547 0.507135 1.05082 0.853089 0.444641 0.436377 3.20208 2.25771 1.48064 1.17586 1.42909 1.65733 2.5738 0.781545
threshold=41.319407281650008 41.32819714970001 41.16018805045001 0.34515433670000012 0.36618664115000005 0.41917906650000009 0.47736594710000008 40.806664626150003 0.47697673720000006 0.47757552170000012 40.767054867700004 39.955516828000007 38.983591653800012 38.238138001450004 37.140760352250005 0.34007963835000005 0.33894194785000004 0.47880302985000006 0.47905751325000007 0.34527409360000011 0.41973294215000007 41.542492784600007 41.559097512700014 41.489621506400006 0.34512439750000007 41.741384785950011 0.34530403280000005 0.48119816770000007 0.43349001525000008 0.48654231910000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 7 8 10 -8 11 12 13 14 15 16 20 19 -19 -11 -1 23 -23 24 -3 26 -24 -28 -29 -26
right_child=1 21 3 4 5 -7 9 -9 -10 17 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 25 -25 29 -27 27 28 -30 -31
leaf_value=-0.10836699925580957 -0.088455751745288677 0.065332694881343162 -0.025180352733043056 0.062136356005561291 -0.091495852404564898 0.085359789408560274 0.084649013821533434 -0.18782205774102317 -0.10580180987899124 0.0042197877695208264 0.11173234923642215 -0.12475832016987086 0.046793545982333255 -0.19482245600468029 0.036773876708720336 -0.16358501491769431 0.1021124046838211 0.065342632201382811 0.0011076545075428519 -0.059978393832981862 0.022260738715042354 0.11117041616926771 0.025367818297601805 -0.082841127582703261 -0.052141122700260473 0.0010336446637969146 0.017581694294768826 -0.16348563289938145 -0.0042487702163237304 0.015173689681206755
leaf_weight=0.35043272390247793 2.0998453497886649 3.0578793572494742 2.9437438116583499 5.9519275295315293 2.1259821131825447 2.1792729274893645 1.6931549683213223 0.83827735169325102 1.3940046206116683 4.9032913930714113 0.82752656936645586 0.88877533318009305 3.1870289811631665 0.81691965542267997 3.8285515217576176 0.70711471282265836 0.67509767785668362 2.5946207866072646 138.04553689673594 3.5820304900407791 1.016264035599306 2.5873839519917956 2.5572962559381249 3.8410734176286487 3.427000030875206 155.06067591790634 1.7548957485705612 2.474010601406917 1.7212533880956469 3.4724008078337647
leaf_count=81 17 12 18 40 27 20 5 34 9 36 3 89 22 15 47 74 14 8 1539 21 14 17 20 34 16 2272 27 24 38 40
internal_value=1.62373e-05 -0.0016385 0.00170345 0.0217568 0.0352275 -0.00197346 0.000102446 -0.0175277 -0.00710138 0.00180095 0.00408678 -0.0036794 0.00649051 -0.0108804 0.0119652 -0.0225872 0.0262432 0.000860299 0.0022927 -0.0228811 -0.0112333 -0.000625444 0.000793635 -0.0177136 0.00740975 -0.000952347 -0.0371499 -0.0640192 -0.0981532 -0.0182622
internal_weight=360.603 182.054 178.55 13.2009 10.2572 4.30526 165.349 14.53 13.6917 150.819 12.2977 11.4702 10.5814 7.39438 6.57746 2.74891 2.04179 149.125 140.64 8.48532 1.3667 179.954 166.156 13.7984 9.95728 163.568 8.50746 5.95016 4.19526 6.8994
internal_count=4633 2517 2116 105 87 47 2011 402 368 1609 359 356 267 245 230 183 109 1604 1547 57 95 2500 2398 102 68 2381 109 89 62 56
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 0 2 2 2 2 0 2 2 0 0 0 1 0 0 1 1 2 2 0 2 2 1 0 1
split_gain=0.0952733 1.49383 1.42948 1.64822 1.41917 1.24219 1.57006 1.82096 2.73236 1.0501 0.870342 2.73809 2.61239 1.97027 1.14228 1.11493 1.95691 0.917473 2.05474 2.08326 0.919179 1.7988 0.880367 1.05925 1.02603 0.843246 4.01049 0.80545 0.747499 1.32127
threshold=0.39563186730000005 0.39995808510000008 0.52366695610000014 0.40115565405000009 0.39394030120000006 36.558960102350007 0.5218855723000001 43.61821939175001 43.663128814500006 49.960114208400007 41.835830569250014 0.53634621715000008 42.320906304050006 41.600558339100012 0.53312775065000018 0.56685428580000019 0.58745247150000013 0.44844465735000011 0.55788748840000013 0.54284302865000023 0.46097422230000007 0.4690129038000001 42.527280425250005 42.620627117000005 0.58984760935000013 41.542492784600007 41.319407281650008 0.41347564445000012 0.52401125715000008 0.39170982905000007
decision_type=2 2 2 2 2 2 2 2 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 -4 28 -2 -7 -8 -9 -10 11 -5 -12 25 27 -15 -17 18 19 -16 -19 -22 -20 -24 -25 26 -13 -14 -1 -30
right_child=1 2 3 10 -6 6 7 8 9 -11 12 13 14 15 17 16 -18 20 22 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.001125894308179741 0.041504617946536017 -0.10976856394374764 0.077924534003181042 -0.12996695504285224 0.046364199135567254 0.07552076840028156 -0.11823093858760192 0.15677365211495431 -0.129315336127625 0.068940379871487878 0.062814329213143116 0.0015040747657432242 0.0009007852526436229 -0.14960901499403062 -0.040523337450205803 -0.15466500521995419 0.10793678252282686 0.032780497546670805 -0.16713475844898007 0.050949547507104356 -0.13534283405894434 0.002512481008332788 0.030557180163002198 -0.12125779004737143 0.02019986698473519 0.05596924421363933 -0.16956998619535518 0.08764954633585105 -0.01105030815505414 -0.10790499645306657
leaf_weight=222.78448483531611 1.4325144807808081 1.1574001565822971 2.7829158734530202 1.7809902396984387 6.7516123336099545 0.75172490964177985 3.9369837029371411 0.7100606216117743 1.121057864744216 0.35075679852161545 7.8810149057244407 53.021486845807885 1.9783725012093771 1.4096853286027902 5.5624697200255451 0.53954618616262429 0.59862111322581768 8.2713828147389012 0.91727101802825828 4.5071735638848622 1.0630136243998993 8.6380819744808814 0.99898847192525897 2.2367456058855173 0.66525760531658296 2.5454944066877934 1.4066983786760818 2.3318840598949464 9.5194397694431228 1.6530697998532549
leaf_count=2136 14 72 12 26 51 4 110 2 101 8 101 949 26 16 38 8 32 58 7 31 74 391 7 72 15 21 28 65 79 79
internal_value=2.1471e-05 -0.00229839 0.00078094 0.00195332 0.00116447 -0.0432027 -0.0608642 -0.0776196 -0.00434024 -0.0820679 -3.45818e-05 -0.00778962 0.0105178 -0.00413386 -0.000570215 -0.090169 -0.0165491 -0.00691915 -0.0252781 0.000419937 0.00828888 -0.0125932 -0.0789841 -0.0582566 -0.0888299 -0.00028638 -0.00291734 0.0478326 -0.000139921 -0.0253808
internal_weight=359.306 118.598 110.294 109.137 240.709 8.3031 6.87058 6.11886 2.18188 1.47181 106.354 61.3025 45.0517 59.5215 37.1706 2.54785 1.13817 32.8604 14.8879 10.0696 17.9725 9.7011 4.81826 3.90099 2.902 56.9737 54.4282 4.31026 233.957 11.1725
internal_count=4633 2288 2049 1977 2345 239 225 221 111 109 1965 1080 885 1054 784 56 40 693 170 69 523 465 101 94 87 998 977 91 2294 158
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 2 1 2 2 1 0 2 1 2 2 2 1 0 2 1 1 0 0 2 2 0 0 0 1 1
split_gain=0.0998559 0.954538 0.474838 0.318516 0.358186 1.6915 0.606867 0.808184 0.281272 0.512523 0.186862 0.396798 0.332046 0.529127 0.892006 0.695747 0.220842 0.360393 0.219054 0.209595 0.527418 1.10192 0.395899 1.53482 0.423717 0.768492 0.230832 4.6048 0.692152 1.27288
threshold=0.62376874945000005 0.47634801355000006 0.68131193680000013 50.427417695700008 0.51869704500000013 46.095286511800005 0.58454836680000011 48.109449608500007 45.044778924400006 0.48250052395000009 0.61686775845000008 48.96897326980001 0.47634801355000006 42.498713093000006 42.546237522150008 49.960114208400007 0.48616807880000007 0.61400856260000014 43.477771593600004 0.46280051495000007 0.46551001470000003 0.56685428580000019 0.60710757165000018 42.320906304050006 41.772405911750006 0.56748300950000019 0.56065686655000013 0.56300709560000006 0.43584024430000007 0.42991227810000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 5 8 7 -6 9 -3 12 18 19 -14 -15 -16 -17 -18 -12 26 -21 -22 23 24 25 -23 28 -28 29 -1
right_child=1 2 -4 -5 6 -7 -8 -9 -10 -11 11 -13 13 14 15 16 17 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0007278844214407003 -0.1249255599103001 0.068835877163453338 -0.10359366198576384 0.086040020885483945 -0.10188789523481623 -0.12950240670662219 -0.12138535759759038 0.11069466828028476 0.068956761419917231 -0.1039524193135323 0.012352564009648591 -0.063857575318225751 -0.10555097649967733 0.12158920904013598 -0.10859179603548717 0.046434236561645595 -0.1030811460064066 0.056671161667731555 0.090968334050354996 0.05506230993473693 -0.12405530410228938 0.082146955583086809 0.088052230010976798 -0.13578122547525545 0.12847366314123207 -0.10353835049494305 -0.17211122145842062 0.0012238415507409002 0.026959239766715964 -0.055839275884182964
leaf_weight=298.0133922773457 0.6733571113072675 0.36424124985933337 0.39245862454845326 0.50367709435522545 0.22038244245413785 0.9195280773565172 0.19159648148342956 0.94863006472587585 1.0950397253036497 0.32469326869249926 0.64256111101712921 0.34417750174179662 0.74716399437602321 0.42929202318191562 0.81991973327240009 0.71307267248630501 0.33939495595404878 0.24183993227779865 0.79042033758014441 2.4019363466650239 0.64276698976755176 0.62258205638499997 0.67277020646724839 0.59538572840392578 0.50713217258453369 0.34717766466201283 1.6239493417087967 27.25541871880705 9.8128608547776803 4.0317640254761491
leaf_count=2981 38 2 179 15 139 20 21 5 5 70 36 10 156 1 46 8 60 5 63 11 9 5 9 13 1 62 27 456 95 85
internal_value=2.94995e-06 -0.0132052 0.00196092 0.01103 0.00173383 -0.019327 0.0435812 0.0706186 0.0374616 -0.0125989 0.000214584 0.0325588 5.02676e-05 -0.0315655 -0.00983211 -0.0365171 0.00914088 -0.0366115 0.0557164 0.000350497 0.0192175 -0.00619626 0.021401 -0.000237448 0.0544049 0.0156709 2.99122e-05 -0.00852316 0.000821963 -2.71863e-05
internal_weight=357.229 5.6336 4.96025 4.56779 4.06411 2.7035 1.36061 1.16901 1.78397 0.688935 351.595 1.77716 349.818 3.29068 2.54352 2.11423 1.29431 0.581235 1.43298 346.527 5.78975 3.38781 2.74505 2.07228 1.47689 0.96976 340.737 28.8794 311.858 302.045
internal_count=4633 494 456 277 262 97 165 144 77 72 4139 109 4030 276 120 119 73 65 99 3754 110 99 90 81 68 67 3644 483 3161 3066
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 2 1 1 0 2 2 2 1 0 0 0 2 0 0 2 2 2 2 2 0 0 1 2 1 2
split_gain=0.0947038 0.469017 0.808097 0.46649 0.658711 0.460411 0.682898 0.384571 0.738685 0.240437 0.616507 1.11042 1.2581 1.05006 2.72759 1.62298 0.771409 0.724169 0.8039 1.04293 0.687519 1.04289 1.61493 0.251038 1.06639 1.94945 0.815898 0.703319 1.87018 1.64245
threshold=34.823977857500005 0.54413041525000005 0.54191491270000014 0.43540612555000008 0.43643902880000007 33.96174662340001 0.38045268105000002 0.36551300860000008 0.49877249185000011 37.041406607950009 36.558960102350007 36.377496227400009 0.39048232090000007 0.50452082270000009 0.50035927070000008 0.49877249185000011 35.119813570500007 0.50452082270000009 0.52889135055000014 36.772607578000013 35.374259656300005 35.771221912400001 36.242939472700009 39.032633164100012 0.48911709230000006 0.47787491390000009 0.37043801085000005 38.621016321050007 0.40206880030000008 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 7 8 -1 10 11 12 13 14 15 20 -14 -12 -19 -20 -2 -22 -23 24 25 -11 -26 29 -29 -28
right_child=9 3 -4 4 -6 -7 -8 -9 -10 23 17 -13 16 -15 -16 -17 -18 18 19 -21 21 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.081935986023577254 -0.077815277997792295 -0.13241295767157499 0.11946043909751619 0.10878773715145812 -0.10655923294036745 0.040838332835855889 0.031953458635159887 -0.14928312698692742 0.10677548634984763 -0.0059408440841819798 -0.0089051547847033546 0.077417478903235304 -0.001378998716257941 0.044713399129637288 -0.13394312683556572 0.10970639783028431 -0.11634714688939574 -0.15052732385899117 -0.13783342426285025 0.03200761288404249 0.087379902641070942 -0.18277699063941447 0.094331433030840406 -0.00063292919695618916 -0.059405565533935181 0.07838632888780972 0.0024689488032490622 0.087268632826726422 -0.013652872568924751 -0.092269615564680482
leaf_weight=0.83110122859215996 1.2587371626868828 0.41907321114558715 0.74523466825485218 0.29929336113855243 0.27034627511966391 2.3775606732815504 1.392749144695699 0.39953644573688496 0.27641264349222183 5.7291292556328681 3.6427072443766511 1.6632355995388941 0.93400596357241861 4.1639504730701447 1.5705122947692869 1.3739819675683973 1.5557184980134477 0.96131321508437428 0.58994601297308669 0.9338934711413458 0.99858727445825912 0.48654225759673864 0.37042167759500444 286.78127227142249 2.2830721568316248 5.2568981796503067 18.906131652875054 3.1770244194194666 4.3506893388257595 2.0260522716562255
leaf_count=97 14 29 2 2 197 33 16 8 2 68 28 18 22 18 9 6 84 11 30 23 10 22 24 3502 23 23 226 13 44 29
internal_value=-3.00483e-06 0.0115041 0.0219835 -0.0523298 0.00658584 0.00821845 -0.0185268 -0.0651784 -0.0348375 -0.00023417 -0.0107402 0.000581045 -0.00947186 0.00605326 -0.0205163 0.0191735 -0.0732175 -0.0372994 -0.0789193 -0.0337454 -0.0207684 0.0179301 -0.0629972 0.000421552 0.00766844 0.0344104 -0.00188781 0.00272631 0.0289404 -0.00670092
internal_weight=356.025 7.01131 6.02259 0.988713 0.56964 5.27736 2.8998 1.50705 1.10751 349.014 20.5036 14.3757 12.7125 10.2227 6.05878 4.48827 2.48972 6.12786 2.48515 1.52384 3.11429 1.85555 0.856964 328.51 41.729 10.986 30.743 28.4599 7.52771 20.9322
internal_count=4633 386 158 228 199 156 123 107 99 4247 319 227 209 103 85 76 106 92 64 53 70 56 46 3928 426 91 335 312 57 255
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 2 0 2 0 1 2 2 0 2 1 0 1 0 1 0 0 2 1 2 2 1 0 0 2 0
split_gain=0.0959522 1.62417 0.771033 0.698624 1.33889 2.14279 0.908841 0.693274 1.42023 1.28371 3.07924 1.32884 1.13572 1.97735 1.76858 0.816021 4.04237 2.56966 2.85272 0.667015 0.603178 0.796973 1.21274 2.53977 0.77504 1.66183 0.947551 0.919222 0.723688 1.73155
threshold=0.50291907430000016 0.5054040298000001 39.262923716450011 0.37644082515000005 0.37043801085000005 39.032633164100012 0.5116313883000001 38.238138001450004 0.5195503128500002 0.38906020780000011 40.148327922700012 38.324118171300007 0.52252926560000013 37.995872310650007 0.39019789825000006 0.52252926560000013 0.39019789825000006 0.52366695610000014 0.39150025445000008 0.52290350590000012 0.50101793360000013 38.621016321050007 0.36265381275000008 47.079243513300007 39.788107623550012 0.34524415440000006 0.49588335680000006 0.49194634890000005 37.041406607950009 0.48654231910000006
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -3 8 -5 10 -9 -11 -10 14 -14 16 -13 -17 -19 -12 21 28 24 -24 25 -23 27 -26 -1 -30
right_child=1 3 -4 7 5 -7 -8 9 12 11 19 15 13 -15 -16 17 -18 18 -20 -21 -22 22 23 -25 26 -27 -28 -29 29 -31
leaf_value=0.0011174180047293645 0.0075940648018891152 0.036456952861827915 0.075366761354738077 -0.081953897463847222 0.029205066272406478 -0.13255983893587428 -0.042968911252229715 0.10170392653009977 0.053088933302382596 0.098160601023993918 -0.033150612034204545 -0.14765690396869408 -0.10071495169478591 -0.12942146728689224 0.0058359364056680754 0.075128662135455632 0.023141915335562147 -0.1440422425809654 0.00060102993226214237 0.028101338645531833 -0.043930968684033261 0.0012488361074051123 -0.10702929745737062 0.07643325650590628 -0.00010895711975148985 -0.074368030728982654 0.042378119882875154 -0.061759705767666366 0.012580850628444169 0.11451614047269035
leaf_weight=10.51006272205632 2.765169031918048 3.3794661406427604 4.2722156950039789 2.75855176849291 1.2712262263521554 2.3011527461931109 2.5111881587654352 4.4034952372312528 2.8469262365251806 1.3934046797803592 3.8155046682804823 2.111499421298503 1.7396504320204318 1.3907927376276337 14.902410496417358 4.5933418292697743 4.0312076027366857 1.3807096537202586 109.54114373630728 3.3290274636819959 3.3066484250593922 8.2529920660308544 2.8470618953288063 1.0266715539619324 133.92204498793581 4.4862308061565264 5.1735770162194958 2.4629652053117743 6.079726114170624 2.2956559546291828
leaf_count=237 12 19 41 27 9 52 36 13 18 11 35 18 10 47 520 31 39 15 1787 25 34 49 69 4 1310 34 32 15 69 15
internal_value=3.60719e-06 0.00167367 0.0487371 -0.000301303 -0.0266946 -0.074996 0.00259768 0.00127709 -0.0145176 0.00405095 0.0359296 0.00105922 -0.00560817 -0.0148749 -0.00530219 -5.2927e-05 -0.0355686 0.00183568 -0.00119943 -0.00460999 -0.00161436 -0.000824074 -0.00314235 -0.0584055 -0.00175494 -0.0253803 0.000371173 -0.0012223 0.0185922 0.0405209
internal_weight=355.102 174.738 7.03738 167.701 9.46303 3.57238 5.89065 158.238 23.6383 134.599 11.548 123.051 20.8798 18.0329 16.6421 121.658 6.14271 115.515 110.922 7.14453 180.364 177.057 158.172 3.87373 154.298 12.7392 141.559 136.385 18.8854 8.37538
internal_count=4633 2765 53 2712 116 61 55 2596 622 1974 73 1901 595 577 530 1890 57 1833 1802 60 1868 1834 1513 73 1440 83 1357 1325 321 84
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 1 0 2 0 1 2 0 1 1 1 0 1 0 1 0 2 0 1 0 0 0 2 1 0 2
split_gain=0.106721 0.398627 0.68661 0.534248 1.03192 0.686064 1.25733 0.471216 0.318233 0.273818 0.257761 1.07169 0.958973 0.603265 1.30592 0.690722 0.485117 0.381352 0.779174 0.202209 0.190366 0.270009 0.161651 2.34913 0.673911 0.317384 0.357358 0.512371 1.26366 0.812072
threshold=35.119813570500007 0.54413041525000005 0.5380527529500001 0.36551300860000008 0.36476452800000009 0.34007963835000005 0.49877249185000011 33.96174662340001 0.54585192060000021 0.43643902880000007 37.041406607950009 0.5296248615500001 0.46280051495000007 0.36476452800000009 0.36042334060000009 0.47787491390000009 0.32168198560000011 0.50291907430000016 0.38906020780000011 0.42314601355000009 37.345948426100009 0.52468488970000016 0.34007963835000005 0.4413939702500001 0.43572048740000008 0.43486721955000007 48.96897326980001 0.31118828780000007 0.39614083410000006 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 3 4 5 7 -7 19 -3 -10 11 13 -13 14 15 16 -2 -15 -19 -1 21 -12 23 24 25 26 27 28 29 -22
right_child=10 8 -4 -5 -6 6 -8 -9 9 -11 20 12 -14 17 -16 -17 -18 18 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10808488439311502 0.044084628198803495 -0.16721931084091615 0.089521070557373877 -0.026099270564525434 0.11021363790658412 -0.11859059604748057 0.054141527575873233 0.10005663814960851 -0.0016771806127647794 -0.10550726888058622 0.043800116079939853 -0.1229300189114631 0.077287068854497765 -0.016536898332854485 -0.14249497606312952 0.10375897491330591 -0.11373385824325824 0.045497228949801752 -0.019636747104065433 0.030240467251026262 -0.10595820836263214 -0.0022738819950791282 0.00052683890515208118 -0.12553489837318757 0.072583989234952614 -0.053545567579733992 -0.02160122049385467 0.031830384777114452 -0.11283215349496221 0.089659571079140452
leaf_weight=0.18498105633261575 0.34288860938977739 0.15409767790697459 1.2122759632766245 2.7654615947976708 1.1696661263704298 0.94990393604530232 0.75742405652999878 0.81946073845028877 1.6274086204357443 0.30096074688663055 2.4104105741716912 1.3842375731910568 0.28920377789472684 5.1545982509851438 0.92896515876054753 0.50805667787790298 0.45090652478393167 4.4663055464625359 3.1193488859571517 0.24651999585330486 0.27892982619959583 2.6930016020778567 305.96828996366094 1.5791260887635861 1.2703346759080894 1.1651858687400825 4.3049576827324927 5.1325063608819619 0.94246384978760023 0.8872684920206666
leaf_count=57 23 3 6 33 6 46 3 16 34 212 16 72 55 28 6 5 43 20 31 6 132 41 3492 68 8 13 40 58 47 13
internal_value=6.10292e-06 0.0100923 0.0201183 0.00791317 0.0306993 -0.000739572 -0.0419612 0.0555202 -0.0289326 -0.017882 -0.000293246 -0.0124322 -0.0883285 -0.00394862 -0.0519203 0.0127113 -0.0455624 0.00445121 0.018713 -0.0290585 0.000325329 0.0194875 2.11809e-05 -0.00992147 0.00313623 -0.00380419 0.0012155 0.0147803 -0.0267198 0.042872
internal_weight=353.465 10.1882 8.10569 6.89342 4.12796 2.95829 1.70733 1.25096 2.08247 1.92837 343.277 16.6445 1.67344 14.9711 2.23082 1.30185 0.793795 12.7403 7.58565 0.431501 326.632 5.10341 321.529 15.5608 13.9816 12.7113 11.5461 7.24117 2.10866 1.1662
internal_count=4633 422 173 167 134 128 49 79 249 246 4211 283 127 156 77 71 66 79 51 63 3928 57 3871 379 311 303 290 250 192 145
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 1 2 0 1 0 2 2 1 1 2 1 1 2 2 2 1 2 0 1 0 2 2 2 0 2
split_gain=0.10944 0.375443 0.569555 1.08736 0.404392 0.556435 0.365577 0.181171 0.159571 0.528585 0.62443 0.718628 0.408456 0.304981 2.09835 0.187144 0.718185 1.59999 0.59486 0.201772 0.535246 1.15062 0.788474 0.633933 1.43216 0.633903 0.501818 0.708582 2.75741 0.953499
threshold=34.823977857500005 0.54413041525000005 0.49405706415000006 0.34007963835000005 0.43540612555000008 0.43643902880000007 33.96174662340001 0.42314601355000009 0.31060447290000009 0.39614083410000006 49.247968080500009 44.952171034750002 0.31100865245000009 0.31168228495000011 48.823707093150006 0.32467590790000006 0.34007963835000005 37.572218886150004 42.081757894750005 38.060777288450005 0.44765126795000004 37.892416320650007 0.56300709560000006 0.40437412050000004 0.54413041525000005 37.232443001650005 38.474425342400004 38.751720283100006 0.54450465555000005 39.032633164100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -3 -6 7 -1 9 10 11 -2 -10 14 -14 18 17 -17 -15 20 21 23 -22 -18 -25 -24 -21 28 -28 -29
right_child=8 4 -4 -5 5 -7 -8 -9 12 -11 -12 -13 13 15 -16 16 19 -19 -20 26 22 -23 25 24 -26 -27 27 29 -30 -31
leaf_value=-0.10730213168391017 -0.10539420422951835 -0.12557181207176046 0.042632241692761162 -0.12024418636951627 0.10661662324386895 -0.10547819478751939 0.097678812425369549 0.027477354492126672 0.038076101238965793 -0.11037184607269016 -0.10788015166781971 0.086875666913610844 0.033849222554727547 0.042251502866668469 -0.12349053829049457 0.045010112576688424 -0.00096513775487974912 -0.12273301023901362 -0.024681627609391039 0.022258079808984109 0.12129388261245877 -0.078117894076375149 -0.13063270621989495 0.017266216434928015 -0.13650383237681518 0.026265542355339445 -0.096519735697428291 0.031691845841421581 0.054971560859195204 -0.00038100515486269143
leaf_weight=0.16853646687377366 0.25366794244473501 0.38083839917089779 4.0112408148124814 0.71351544476783602 0.27498358720913529 0.2248313609370598 0.53558729309588671 0.24430259969085455 2.7839792389422646 0.56482935743406404 0.37398969288915385 0.83191529475152493 2.0998855145298871 3.6405092338100067 1.4213493689894674 0.95094290003180448 26.156514089903801 1.4143583696568383 2.0901336594251916 10.550396446080411 0.76551930233836119 2.3627691457513711 0.30619524047870061 1.3010841715149575 1.1332430560723876 1.6193755176936973 3.0638528829440466 9.5980817827075935 1.9766665475617626 270.56356017265716
leaf_count=57 132 29 39 43 2 197 13 6 18 38 11 12 44 30 16 10 218 72 33 96 4 25 92 20 57 50 29 64 23 3153
internal_value=5.66142e-06 0.0128072 0.0222373 -0.0269878 -0.0479412 0.0112102 0.0431705 -0.0275447 -0.000236947 -0.0282302 0.00355721 0.041948 -7.2113e-05 -0.000383548 -0.0296611 -7.80807e-05 -0.000387569 -0.0552938 0.017839 6.69593e-06 -0.00733129 -0.0110503 0.0354457 -0.00550777 -0.0543178 0.00131632 0.000841462 4.92037e-05 -0.0371116 0.000717781
internal_weight=352.377 6.55384 5.67318 1.66194 0.880653 0.499815 0.948426 0.412839 345.823 2.0244 1.45957 1.08558 343.798 341.014 3.52123 337.493 331.763 2.3653 5.73064 329.397 33.6447 30.9536 2.69109 28.5908 2.43433 1.92557 295.753 285.202 5.04052 280.162
internal_count=4633 386 158 119 228 199 76 63 4247 193 155 144 4054 4036 60 3976 3913 82 63 3831 466 320 146 295 77 142 3365 3269 52 3217
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 0 2 0 2 2 2 2 2 1 0 0 1 2 0 2 1 2 2 2 2 0 2 2 1 1
split_gain=0.0995449 0.519543 0.963655 0.474204 0.354644 0.232221 0.203241 0.161385 0.614511 0.891538 0.635252 0.621896 1.19052 0.400848 0.391367 0.384229 0.338666 1.13806 0.14106 1.19641 1.44397 1.23843 1.18273 0.927716 1.07117 0.779084 1.90106 1.97606 0.597442 0.369151
threshold=0.39672464895000009 48.823707093150006 0.31118828780000007 0.3733870243500001 0.39614083410000006 0.41160444300000004 49.292797572200008 0.43572048740000008 48.823707093150006 39.571921479100006 39.476991512000005 41.489621506400006 41.675153845500006 0.32012514595000008 0.42314601355000009 0.4413939702500001 0.33894194785000004 37.572218886150004 0.47568935060000012 42.055256506450007 0.3447651268000001 43.968221017800005 42.527280425250005 39.683197198900011 38.983591653800012 0.47697673720000006 41.404176814550006 42.686561923500008 0.34545372890000009 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -2 8 9 10 13 -11 -13 14 -7 -9 17 -17 19 23 -21 22 -22 24 -18 26 -20 -28 -23 -27
right_child=5 -3 4 -5 -6 7 -8 15 -10 11 -12 12 -14 -15 -16 16 18 -19 25 20 21 28 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.020051433622627551 0.046625995576429824 -0.047436815303167804 0.016457274086351996 -0.1106137291518399 0.10754891060488121 -0.062549568130408267 -0.002412843952716872 0.05071043537420189 0.040796302525399092 -0.17611020005049177 0.10986485809281042 0.10929432421210038 -0.11227425478078223 -0.11907440801659502 0.09296096726318788 0.0373102186347768 -0.030591529306985887 -0.12132147241214637 0.039953928443683812 0.075202681702637456 0.022383904372989677 0.13889848814266989 -0.12046040673198202 -0.078052724050303224 0.063429512711684996 -0.016060829917527351 -0.15371563693013268 -0.013148821053653942 0.012721904209204875 0.0011631056952710371
leaf_weight=0.47846817458048396 2.0057109344052146 2.4440950942225754 0.8387076501148838 0.66206510728079593 0.87152740510646254 0.3221736763371148 1.4605932049453256 1.4992174319922913 1.2422966808080671 0.56804880965501059 0.48051762580871582 0.3396812956780193 0.84768023446667939 0.3358396851181169 0.32516917586326599 0.89139352180063613 3.5195931530543012 0.91803214279934764 2.1829512231051913 4.3548843860626203 1.0716555048711605 0.59271216392517079 1.2625225549563763 1.9974072487093506 1.8479503691196439 12.981938138604162 1.8048694571480153 2.2428363696672022 1.0228911815211175 299.97177763852324
leaf_count=16 46 30 45 135 4 45 9 23 6 69 2 2 64 53 4 9 60 63 9 15 12 1 31 35 10 65 33 46 65 3626
internal_value=1.14375e-06 -0.0136066 0.0153977 -0.055798 0.0628771 0.000209329 0.0259625 -5.12143e-05 -0.0189463 -0.0420018 0.0156305 -0.0900568 -0.0488877 -0.0304254 0.0155655 0.00019807 -2.68696e-05 -0.0431733 0.000206278 0.00946957 0.0354912 -0.00829317 -0.0548785 -0.0198723 0.00177825 -0.000248482 -0.0352627 -0.0758275 0.059012 0.000448623
internal_weight=351.385 5.29486 2.85077 1.14053 1.71024 346.09 3.4663 342.624 4.46141 3.21911 1.4637 1.75541 1.18736 0.983183 0.647343 338.163 336.663 1.80943 334.854 15.6696 8.30467 3.94978 2.33418 7.36495 5.36754 319.184 6.23066 4.04771 1.6156 312.954
internal_count=4633 230 200 151 49 4403 55 4348 245 239 104 135 66 102 49 4103 4080 72 4008 229 124 109 43 105 70 3779 88 79 66 3691
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 0 1 0 2 2 1 0 2 1 1 2 1 0 0 0 0 0 0 0 1 2 2 1 0 2
split_gain=0.0943933 0.34112 1.53881 0.333344 0.30086 0.413778 0.128122 0.544326 0.585537 0.432656 0.418285 0.275716 0.399211 0.352555 0.345807 0.514306 0.934628 0.184157 0.911011 0.505443 0.263834 0.811154 0.573104 1.03179 0.531228 0.503599 2.45653 1.22666 0.840195 1.9983
threshold=0.31100865245000009 0.31168228495000011 48.823707093150006 48.823707093150006 36.952388736350009 0.3733870243500001 0.32467590790000006 0.4560492201000001 50.189067467950004 42.081757894750005 0.32012514595000008 0.46482141255000003 37.572218886150004 0.34269932035000011 0.3621298763500001 43.564719632750005 0.3584174126500001 0.46898296455000005 0.47396784530000008 0.47449178170000011 0.47721625100000004 0.47709649410000005 0.47787491390000009 0.47811442770000007 0.34536391125000004 42.783136484500005 42.546237522150008 0.34518427590000006 0.47697673720000006 41.404176814550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 9 8 -8 10 -3 12 -9 -13 15 -14 -17 -15 -19 -20 21 25 24 -24 -22 26 28 -27 29 -21
right_child=1 6 -4 -5 5 -7 7 11 -10 -11 -12 13 14 17 -16 16 -18 18 19 20 22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=0.10261866171686621 0.022348345558532674 -0.005232832580238456 -0.11254308935969114 0.02929804998664606 0.018074081385117732 -0.10815155002517084 -0.083492881253252563 0.094510822417849458 0.10716904684507106 -0.021596602850943433 0.065711539404079963 -0.034078518315121521 -0.10952620414241346 0.031599478690560491 0.05931239854744922 0.12116453294600393 -0.11233061674031433 -0.069392685079251004 0.050386486704252879 0.010755338643574799 0.0045909377163227431 -0.063408710129706114 -0.060493493577990436 0.0004234293554876672 0.043756754319699796 0.0029604487894278105 0.096019066896114308 -0.11422594174628183 0.028291287199504769 -0.10981868984474258
leaf_weight=0.14617173373699088 2.1343414670554917 1.4014320434944232 1.4007086772471664 3.5648874337784946 0.47777194343507268 0.56897441435285145 1.3181598902265239 0.74077429575845544 0.18349696695804585 2.0047509763389826 2.0420070517066051 3.0279241403331971 0.45372652634978272 1.8573761991574418 0.79187853448092926 0.42380288243293762 0.28787378408014774 1.8798196654533956 2.0122242942452422 3.313383027911188 8.6606261283159238 2.5945346131920806 2.8075015097856513 288.72532327129193 5.7705967202782622 2.9937924966216078 2.4780355002731076 1.2730818339623509 2.7280238419771194 2.348988045938313
leaf_count=2 46 34 16 28 16 167 238 9 1 33 24 48 19 18 6 1 60 15 17 29 40 17 20 3552 34 27 9 53 13 41
internal_value=-3.10329e-06 -0.000195662 -0.0311003 0.0139863 -0.031771 -0.0505377 0.000123669 -0.000122507 -0.0601947 0.0153361 0.0368382 0.000146634 0.031985 -0.000111739 0.00832078 -0.0263275 0.0267156 0.000200451 2.24216e-05 0.000423052 0.000112458 -0.0117474 0.000799709 -0.000163209 0.0202521 -0.00289154 0.00853773 -0.0320038 -0.0172992 -0.0392638
internal_weight=350.412 345.654 3.53505 4.75781 1.19292 1.04675 342.119 336.671 1.50166 5.44819 3.44344 335.169 2.69806 332.471 1.95728 1.1654 0.711677 329.443 327.586 325.706 323.694 17.7298 305.964 291.533 14.4312 15.1353 10.8684 4.26687 8.39039 5.66237
internal_count=4633 4420 62 213 185 183 4358 4267 239 91 58 4028 95 3933 86 80 61 3885 3867 3852 3835 189 3646 3572 74 172 92 80 83 70
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 0 0 1 1 0 0 0 1 2 2 2 1 0 0 0 1 1 2 2 0 0 2 0 2
split_gain=0.0940794 0.33454 0.598724 0.498418 0.438618 0.34512 0.532682 0.284105 0.24641 0.670834 0.416608 0.407311 0.326491 0.167562 0.1633 0.449546 0.964362 1.02996 0.883996 2.25548 1.53971 2.3687 1.08626 0.715124 0.695581 0.585665 0.724378 0.850951 0.155455 0.150996
threshold=34.823977857500005 33.96174662340001 0.38045268105000002 33.361153777850006 0.38772791230000009 0.36551300860000008 0.49877249185000011 0.54191491270000014 0.38512319990000005 0.38906020780000011 0.54413041525000005 0.56748300950000019 0.56915960600000015 0.34007963835000005 37.041406607950009 36.558960102350007 36.377496227400009 0.39048232090000007 0.50452082270000009 0.50035927070000008 0.49877249185000011 0.36510882910000009 0.36476452800000009 35.476804824450006 35.119813570500007 0.50452082270000009 0.52889135055000014 36.772607578000013 0.42314601355000009 37.345948426100009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -3 6 13 -6 -4 -10 -11 -12 -13 28 15 16 17 18 19 20 21 22 23 -2 -19 -17 -27 -28 -1 -16
right_child=14 4 3 -5 7 -7 -8 -9 9 10 11 12 -14 -15 29 25 -18 24 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10632584252106295 -0.1049672043560551 0.073093258788954743 0.10289973127874973 -0.11458840486123108 -0.059380086554269976 -0.14454362699037279 0.10521584724131568 0.03983396625526852 -0.1256303689810063 0.09874299972800403 -0.14057969187809408 0.10554813397688699 -0.1082345757536553 -0.12492628896905188 0.017690215874583044 -0.0072142885778908056 0.074264037197577834 -0.00098644989918715196 0.041331871586836988 -0.12069318391714622 0.10928084151926798 -0.17024671675007133 0.10571591868845064 0.055195654539499643 -0.11426504012330266 -0.14184206427915677 -0.12962028367383974 0.033662510973651964 0.024941773772694298 4.4221959908152309e-05
leaf_weight=0.1494057966901885 0.64259990549180523 1.56156139401719 0.4679077044129375 0.23492085292309628 0.55920412391424157 0.36610193457454443 0.22197888046503067 0.59649565346626332 0.26218670606613148 0.73674897663295247 0.17840365850133821 0.25193832721561193 0.099710527658317005 0.32634507613329333 4.9241594293853259 3.6191381934331721 1.5822809314850026 0.8961391179909709 4.0204705223441124 1.6023827716708181 1.2984434664249418 0.78505849838256825 1.0478298366069794 0.49238988803699613 1.3719366366385655 0.89788112137466702 0.50455885210976681 0.86866994091542438 0.22772816196084023 318.7080405023371
leaf_count=57 13 27 6 25 6 8 2 39 3 6 18 2 147 34 57 28 18 22 18 9 6 5 7 45 84 11 30 23 6 3871
internal_value=-3.23958e-06 0.0121648 -0.00816794 0.023191 0.0385295 -0.0623563 -0.0298438 -0.00817237 0.0393998 0.0199673 0.0501013 -0.0175085 0.0449297 -0.0724611 -0.000224459 -0.00908068 0.000827874 -0.00872993 0.00520937 -0.019537 0.0184561 -0.0212797 0.0322968 -0.0354841 -0.0695076 -0.0321933 -0.0719986 -0.0263317 -0.0270613 0.000312711
internal_weight=349.503 6.24064 3.52338 2.23182 2.71726 1.29156 0.925458 1.1557 1.9969 1.52899 1.2668 0.530053 0.351649 0.703479 343.262 19.6298 13.7395 12.1573 9.88917 5.8687 4.26632 2.96788 2.18282 1.13499 2.26808 5.89025 2.27111 1.37323 0.377134 323.632
internal_count=4633 386 314 207 72 107 99 45 182 176 173 167 149 97 4247 319 227 209 103 85 76 70 65 58 106 92 64 53 63 3928
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 0 1 1 0 0 0 0 1 0 1 0 0 1 1 2 0 2 1 1 0 1 2 1 1 2
split_gain=0.0950246 1.14968 0.951454 3.43408 6.16735 2.67322 0.631871 0.684838 2.10103 0.808447 0.784041 0.561835 0.541204 1.94387 1.09851 1.00837 1.45979 1.224 0.810212 1.73565 1.76091 0.558379 0.492612 1.13738 0.526483 1.29129 1.99156 1.00454 0.750307 1.07653
threshold=0.54504356155000011 0.54353163080000011 0.41861022125000008 38.396531328800009 40.679780036550007 0.54088200950000009 0.41625999220000004 0.40896979130000005 0.5276039639500002 0.54191491270000014 0.53938504835000012 0.5380527529500001 0.39563186730000005 0.53447501570000011 0.39394030120000006 0.52889135055000014 0.52863686715000002 0.39900002995000006 0.39078171310000004 42.546237522150008 0.52769378160000013 44.749265482150008 0.39019789825000006 0.38976377950000002 0.5218855723000001 0.38334181610000007 37.892416320650007 0.38723391515000005 0.36880632320000012 39.852039223600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 9 -9 10 11 12 14 15 18 16 17 -14 22 20 -20 -17 23 24 25 28 -27 -26 -1 -30
right_child=-2 -3 3 4 5 -7 -8 8 -10 -11 -12 -13 13 -15 -16 21 -18 -19 19 -21 -22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.00073927592219466402 -0.0033460597086587686 0.035621677824071184 0.080970763773742127 -0.22686468806096591 -0.087951330813595879 0.045675101255562595 0.031221981908614051 0.047081945016583852 -0.13019093956925828 0.064613249755934035 -0.058317142965597923 0.03149594948476047 -0.10962766079196824 0.035195438620075174 0.045579755088812422 -0.11525527764216732 0.11477377354399786 0.015451682301516292 -0.13664809373989248 0.04967033048709258 -0.00052972542202174273 -0.025300636213185779 0.026138597129147442 -0.066959760910882585 -0.016453234373807961 0.016429249370910462 -0.091400168963757245 0.060035598045327571 0.049551860327112528 0.00023247003460721033
leaf_weight=177.8261255106554 68.231023517532776 9.1791646997444314 2.1584297912195307 1.7505608201026914 2.6971929242936312 3.3646960258483887 6.6510517089627674 1.2195460776274551 1.4798447173088787 1.9537376910448063 2.2815831127227275 5.7393838539719573 1.5289776516146947 3.9243873972445726 5.3706798023777074 2.5466160373762254 0.69296799786388863 1.6022074165521187 2.0907656624913211 1.5838697086437603 1.7424618769437072 0.94653228414244939 7.3909144075587383 2.5159739702939978 2.9823325444012871 3.1225392073392859 3.7940651495009661 4.046888898126781 7.523796763271096 10.748407176695762
leaf_count=1839 1730 56 16 12 117 14 30 17 38 8 16 27 121 23 31 79 5 22 64 24 23 7 38 15 37 22 29 14 42 117
internal_value=8.31323e-07 0.000815084 -0.000362664 -0.0306803 -0.0615273 -0.013781 0.000794194 -5.1722e-07 -0.0501016 0.000536254 3.54987e-05 0.000572946 -0.000160497 -0.0215862 0.000883371 -0.0520391 -0.0165597 -0.0456254 -0.000181775 -0.0383879 -0.0747731 -0.0908804 0.000759189 -0.000123276 0.000677312 -0.000254282 -0.04272 0.0275832 0.00124353 0.0205403
internal_weight=348.687 280.456 271.277 9.97088 7.81245 6.06189 261.306 254.655 2.69939 251.955 250.001 247.72 241.981 11.2417 230.739 7.3173 3.82415 3.13119 225.368 5.4171 3.83323 3.49315 219.951 212.56 210.044 203.015 6.9166 7.02922 196.098 18.2722
internal_count=4633 2903 2847 159 143 131 2688 2658 55 2603 2595 2579 2552 257 2295 234 148 143 2264 111 87 86 2153 2115 2100 2049 51 51 1998 159
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 1 0 0 2 2 0 1 0 2 2 1 1 1 1 0 0 1 2 0 2 2 0 0 2
split_gain=0.2671 0.468336 0.0979056 0.277508 0.252965 0.684735 0.3961 0.527582 0.25785 0.499463 0.466021 0.199176 0.15619 0.137155 0.12434 0.531039 0.817262 0.473482 0.467778 0.434647 0.376075 1.05107 0.774776 0.481584 0.165436 0.510773 0.913682 0.495663 0.820688 0.76206
threshold=0.39587138110000003 0.3733870243500001 0.31100865245000009 0.31060447290000009 49.064150740050003 49.960114208400007 0.50491003265000012 0.66718062335000017 0.58035687555000015 52.497658770700006 51.757767929250001 0.39614083410000006 0.48522499325000007 0.3972336157500001 47.927946529500012 46.095286511800005 0.37447980600000008 0.40437412050000004 0.4985778869000001 0.36166581840000006 0.5116313883000001 0.54191491270000014 0.45824975300000009 47.580405388500004 0.61797550970000004 43.477771593600004 40.767054867700004 0.58887458460000019 0.59751205050000011 42.498713093000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 12 7 8 10 -10 -7 -2 -6 -13 15 24 -17 19 -19 -16 -18 -22 -23 -24 27 26 -26 -4 -29 -30
right_child=2 -3 4 -5 5 6 -8 -9 9 -11 -12 13 -14 -15 17 16 20 18 -20 -21 21 22 23 -25 25 -27 -28 28 29 -31
leaf_value=0.01107674643627656 0.012883018690085457 -0.13289097801379876 0.00056774548635292368 0.033919418861437969 -0.11112976865621925 0.041515800075810863 -0.10344632451771663 0.11948597326286675 -0.11240245800117032 0.073044899036044802 -0.10239804418338672 -0.11242028661269438 -0.032188525756737051 -0.016963458491678882 0.0035138210564380082 -0.12871528978693667 0.059024439673970613 -0.040532239379582086 0.02451452996608652 0.05097599718473577 -0.11990592298388697 0.041409228543055621 -0.12604026090874804 0.013126572085320105 0.04816919575979528 0.063819051987215811 -0.10931090485496327 -0.11270924546971933 -0.10304962586930984 0.033369532084811991
leaf_weight=0.49954741401597758 0.75063319504260906 0.41257586372921651 314.16558977948443 2.7258444258477539 0.85383685561828204 1.3295680081937473 0.32323213963536535 0.40123087167739857 0.47825955599546421 0.2085667212086264 0.27084604373158061 0.29875712841749191 0.35477889585308731 0.30336260120384395 4.2285482008010131 0.74714757408946653 0.58570446260273445 2.835692579858005 1.8120583724230526 3.54879529774189 0.92271800059825215 1.8477340554818513 0.58815695246448718 0.43077840976184234 0.87917175468010034 1.5523277663160113 0.63417272559308913 1.0270747338508948 0.56081710759463055 1.5175063071656039
leaf_count=18 12 170 3094 16 45 28 58 1 53 14 98 6 25 34 27 30 6 30 27 21 34 27 36 11 256 76 120 72 157 31
internal_value=-4.78984e-07 -0.0540434 0.000141913 0.0155438 -4.17096e-05 -0.0243728 0.00114402 0.0137188 -0.00483501 -0.0560881 0.0171605 -0.0214836 -0.0879572 -0.0643268 0.000262197 -0.000112624 -0.0320566 0.0100801 -0.0151719 0.0251708 -0.0155499 -0.0270764 0.0028034 -0.0672043 0.000398165 0.0235169 -0.0178234 0.000174777 -0.0395809 -0.00344197
internal_weight=347.095 0.912123 346.183 4.0786 342.104 4.22032 3.0117 2.68847 2.28724 0.686826 1.60041 1.35275 1.20862 0.60212 337.884 325.459 5.12224 12.4251 4.64775 7.77734 4.37509 3.78939 2.86667 1.01894 320.337 3.06567 1.51334 317.271 3.1054 2.07832
internal_count=4633 188 4445 68 4377 322 252 194 193 67 126 52 70 40 4055 3950 144 105 57 48 114 108 74 47 3806 452 376 3354 260 188
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 0 0 2 2 1 0 2 2 1 2 2 1 1 1 1 1 1 0 0 2 2 0 2 1
split_gain=0.225709 0.421692 0.104152 0.796916 0.413156 0.295025 0.667576 0.385382 0.473969 0.452442 0.492286 0.183167 0.707956 0.676024 0.504 0.905232 0.76936 0.87547 0.855651 0.533786 0.341861 0.581067 0.625901 1.19976 0.580239 0.660204 0.565426 0.249937 3.40216 0.518204
threshold=0.39587138110000003 0.3733870243500001 0.62376874945000005 0.47634801355000006 0.58454836680000011 0.57854555250000017 0.66977036620000019 0.66718062335000017 46.095286511800005 45.044778924400006 0.48250052395000009 0.58388970390000006 47.309807198350008 48.823707093150006 0.45824975300000009 46.645430295100006 46.324972967950011 0.46112391845000006 0.47289003325000006 0.49284452560000008 0.46551001470000003 0.46280051495000007 0.45420795785000007 0.58249753000000004 0.56685428580000019 39.198779702000003 49.960114208400007 0.57212358910000016 40.94178426300001 0.44618424600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 5 6 7 8 9 10 -5 20 14 -14 15 -13 17 -16 -19 -20 21 22 27 -24 -22 -26 -27 29 -29 -2
right_child=2 -3 3 4 -6 -7 -8 -9 -10 -11 -12 12 13 -15 16 -17 -18 18 19 -21 24 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=0.0099700962200755458 -0.00018712980169876853 -0.12956309059009175 -0.12198780326451786 0.065704310959632015 -0.11198069978717498 0.087573312012262594 -0.11279685008800962 0.10973801452663992 -0.040923359206777671 0.086209773766886794 -0.10285631598134891 -0.11638733681831435 0.089955300028899135 -0.0084427935580576336 0.092658104858641399 0.048453644944064594 -0.13842943669866284 -0.13367700678171016 0.031571661519193155 -0.10108394761650935 -0.1194771043409963 0.050739805330985523 -0.10827301261732956 0.0446732521582449 0.079395234211578417 -0.10770913030695235 0.011353638558852774 0.041717175265995901 -0.12057010462088039 0.020778120421698135
leaf_weight=0.49949906161054869 305.94434238703616 0.38240962535383005 0.60326278549837198 0.33660486340522877 0.30508599578661222 0.42461233807262022 0.46320400864533429 0.3827427013311534 1.3359440143685786 0.90775758028030396 0.35704805142449914 0.92203819302085122 1.9118298012763264 1.0999095565930472 1.2433767190086653 0.52160301804542542 0.32281911559402932 0.45229835443024091 2.3954093839420243 0.34731048808316689 0.62773970933631007 2.2631937265396109 1.4190873356419609 0.80315454257652152 0.59594659922731841 0.74391107459086903 0.85993476409930736 3.3437012563226736 2.1049984010460321 12.262179694080258
leaf_count=18 3043 170 38 2 115 13 113 7 33 4 169 55 16 72 12 2 6 41 73 195 13 9 115 6 41 33 33 57 59 70
internal_value=-8.46974e-06 -0.0505337 0.000120573 -0.0140412 0.000388309 0.00853539 -0.000335296 0.0153548 0.00305649 0.0397458 -0.0210599 0.000333561 0.0142386 0.0540196 -0.0050704 -0.0568285 0.0106231 0.0214642 -0.0062417 0.0147735 -5.36593e-05 0.000244677 -0.000106008 -0.0529957 -0.0346761 -0.010477 -0.0438712 0.000257137 -0.0209793 0.000620772
internal_weight=346.183 0.881909 345.301 5.11626 4.513 4.20791 3.7833 3.3201 2.93735 1.60141 0.693653 340.185 9.21659 3.01174 6.20486 1.44364 4.76121 4.43839 3.19502 2.74272 330.968 328.141 325.877 2.22224 2.82753 2.19979 1.60385 323.655 5.4487 318.207
internal_count=4633 188 4445 494 456 341 328 215 208 175 171 3951 472 88 384 57 327 321 309 268 3479 3359 3350 121 120 107 66 3229 116 3113
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 2 0 1 1 1 0 1 0 1 1 0 0 1 1 2 2 0 1 0 1 2 2 2 2
split_gain=0.0975668 1.99495 0.765274 0.849119 1.78645 0.672542 0.730674 0.99215 0.947191 0.717772 2.93056 1.97275 1.48728 0.642092 0.704065 1.03264 0.838481 0.768919 0.676798 1.82727 1.07609 1.84735 0.916367 0.766208 0.57461 4.65087 0.563983 0.505779 1.31045 0.672262
threshold=39.896141435400004 40.003678352300007 40.148327922700012 0.38045268105000002 0.53998383280000006 39.476991512000005 39.262923716450011 0.56915960600000015 0.49146732130000009 0.34524415440000006 0.35210023650000005 0.51809826055000008 0.39019789825000006 0.4560492201000001 0.3459626957000001 0.35696536035000009 0.49588335680000006 0.47787491390000009 0.42039160505000012 0.4172030777500001 38.751720283100006 38.324118171300007 0.5485614203000001 0.43967246490000006 0.54191491270000014 0.41997245590000004 38.751720283100006 40.467253020850002 40.408647214050006 40.767054867700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 13 -9 -7 -11 -12 -13 -1 17 -16 -17 -15 19 20 21 -18 -20 -24 -14 -26 -25 28 -4 -29
right_child=1 2 27 4 -6 9 -8 8 -10 10 11 12 24 14 15 16 18 -19 22 -21 -22 -23 23 26 25 -27 -28 29 -30 -31
leaf_value=-0.058990816286744734 0.060460855391235184 -0.08469450581812675 0.0041241914543288473 0.058859167442313447 -0.072227516757655499 0.012338271463261455 0.031702278632674365 -0.12067896202902201 0.047377892584038961 -0.15645755726658356 0.056147444947563352 -0.13057305184772369 0.0089897963793633059 0.0060045665124012597 -0.063400617073735649 0.063236359659583713 -0.0023209067523895649 0.067011486055669062 0.055007061184399852 -0.087173808748108816 0.033759554767908311 -0.083499111271652479 -0.072042926203971056 0.040151507980468452 0.088433860028215697 -0.17521512537783959 -0.021682957432190966 -0.022072119537054173 0.077157513212479156 0.00076508534304040347
leaf_weight=1.8013678575189249 5.5227689112070939 2.2055949262576169 13.351079478627073 2.0400916903745383 2.1199043521774001 4.6710335388779667 7.1117236029240294 1.279326535797735 0.45452188760009438 1.6777979881735507 2.8912626877427083 1.4885874968022106 3.3106789384037256 5.8731162084732187 2.6561768166720858 2.0464768987003472 30.638880445854738 3.1870608925819397 4.4646040615625662 2.7136274938238776 6.8373233377933493 3.0856304345652452 1.3023600535234434 3.3118377312785015 1.245272368192673 1.446048819387215 2.6595783084630966 13.747005082201211 3.0109238100994835 206.76159351783281
leaf_count=194 32 18 121 13 41 24 51 207 213 16 23 16 38 42 19 38 242 17 26 25 36 29 64 31 5 37 16 186 18 2795
internal_value=-1.56894e-05 0.00102997 -0.000319429 -0.0345355 -0.00794167 -0.0027209 0.00111756 -0.00189038 -0.0766235 -0.0209428 -0.0338335 -0.0140163 -0.0410986 -5.44563e-05 0.00148918 -0.00245183 0.00038536 0.0274647 -0.00195265 -0.00772931 -0.0024144 -0.00974832 0.019344 -0.00254587 -0.0189075 -0.0532249 0.0126114 0.000600085 0.0175637 -0.000658638
internal_weight=344.913 248.759 243.236 6.36559 4.16 96.1543 79.4236 72.3119 1.73385 16.7307 12.0596 10.3819 7.49059 70.578 68.7767 59.7165 57.0603 9.06018 55.0138 43.2755 40.5618 33.7245 11.7384 7.27378 6.002 2.69132 5.97142 236.871 16.362 220.509
internal_count=4633 3224 3192 72 54 1409 1250 1199 420 159 135 119 96 779 585 526 507 59 469 332 307 271 137 111 80 42 47 3120 139 2981
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 2 1 0 2 2 2 2 0 1 0 0 2 2 0 2 1 1 2 2 2 2 0 2 1 2
split_gain=0.189318 0.381079 0.091515 0.103588 0.214703 0.249492 0.14779 0.127136 0.648465 1.61875 0.782462 0.513614 0.489899 0.368369 0.318486 0.165399 0.335299 0.578146 0.568138 0.552155 0.293328 0.293096 0.150457 0.982391 0.61493 0.539378 1.14824 0.601299 1.26257 0.961865
threshold=0.39587138110000003 0.3733870243500001 0.39614083410000006 0.39672464895000009 0.41160444300000004 48.96897326980001 0.31168228495000011 0.43572048740000008 48.96897326980001 48.823707093150006 39.571921479100006 39.476991512000005 0.43486721955000007 0.32012514595000008 0.42314601355000009 0.46482141255000003 39.788107623550012 43.968221017800005 0.4560492201000001 50.189067467950004 0.32467590790000006 0.34269932035000011 38.060777288450005 37.892416320650007 38.474425342400004 38.751720283100006 0.53634621715000008 38.983591653800012 0.39170982905000007 39.065416244600009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 9 10 11 13 -12 14 -6 16 18 20 -9 -19 -18 -17 23 -23 -24 26 -26 28 -27 -29
right_child=2 -3 3 4 7 -7 -8 15 -10 -11 12 -13 -14 -15 -16 21 17 19 -20 -21 -22 22 24 -25 25 27 -28 29 -30 -31
leaf_value=0.0091848906576988115 0.024818365565084138 -0.12665701232933144 -0.019406924103134524 0.024119369405125976 -0.057057586865518352 0.0046939316007301723 0.093752513561469172 -0.078279268084912965 -0.14966968739170294 0.11281299525606953 -0.1515707299316216 0.10817743538825053 -0.039703845718796121 -0.11728477780401203 0.090824877383991143 -0.031153202103468249 0.10592831911253467 -0.11190047685654632 0.036560891229782309 0.10617930144365238 0.033726656049493119 -0.0015562339088246592 0.02509190559064646 -0.067617891188010676 -0.075885182183313818 0.072695191221226793 0.02297556649788338 -0.070541299310525038 -0.010467483024478617 0.00034376459544516272
leaf_weight=0.49821359617635508 1.4917843583971251 0.35271613554141368 2.7294795992784193 0.57113831490278177 0.28265095333335899 2.1416472680866718 0.65361337887588888 0.79793165244700393 0.34085048735141743 0.88320830464363087 0.6992568372224921 0.41084671020507812 0.88940039009321481 0.29965362845177879 0.30041941255331039 3.0213888192083678 0.89444734156131822 0.41545700875576574 0.93626604917517398 0.16112604737281799 1.5169723692815749 34.358046033235041 10.144106168125289 2.4088737483762079 2.7237176066264501 3.4645811319351187 2.0660095492494293 1.9283434770768497 3.858912463823799 262.40640334895579
leaf_count=18 18 170 24 21 45 13 21 33 3 3 103 2 32 53 4 48 6 69 18 1 43 676 93 31 24 13 25 30 32 2961
internal_value=-1.27535e-05 -0.0471225 0.000104188 -3.83358e-06 0.000152588 0.0252811 0.0612805 -9.97699e-05 -0.0175875 -0.00563133 -0.0419265 0.0158149 -0.0889427 -0.0271734 0.0191369 0.000117111 0.0186983 0.0389987 -0.0162789 -0.0509581 0.0605078 -0.00015173 0.00013794 -0.00588442 0.00091055 2.32282e-05 -0.0332424 0.000609749 0.0288749 -0.000173348
internal_weight=343.647 0.85093 342.797 341.305 338.575 3.3664 1.22475 335.209 4.10629 3.76544 2.88223 1.29357 1.58866 0.882724 0.58307 331.103 4.7222 2.988 1.7342 0.576583 2.41142 326.38 323.359 36.7669 286.592 276.448 4.78973 271.658 7.32349 264.335
internal_count=4633 188 4445 4427 4403 55 42 4348 245 242 239 104 135 102 49 4103 170 119 51 70 49 3933 3885 707 3178 3085 49 3036 45 2991
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 0 0 1 1 0 0 0 1 2 0 2 1 2 1 2 2 0 1 0 1 2 2 1 2
split_gain=0.0939483 0.289023 0.498145 0.448544 0.418464 0.325779 0.450001 0.227806 0.221123 0.603242 0.326665 0.393616 0.282151 0.160991 0.14747 0.384563 0.608367 0.689731 0.376259 0.448451 1.36668 1.07815 1.0561 0.72792 0.143474 0.104536 0.417024 0.640349 0.251115 0.238473
threshold=34.823977857500005 33.96174662340001 0.38045268105000002 33.361153777850006 0.38772791230000009 0.36551300860000008 0.49877249185000011 0.54191491270000014 0.38512319990000005 0.38906020780000011 0.54413041525000005 0.56748300950000019 0.56915960600000015 0.34007963835000005 37.041406607950009 0.5296248615500001 35.119813570500007 0.46280051495000007 36.859113051050009 0.36476452800000009 35.887362732750006 36.257608591500009 0.50452082270000009 0.36265381275000008 0.42314601355000009 0.31060447290000009 49.247968080500009 44.952171034750002 0.31100865245000009 49.064150740050003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -3 6 13 -6 -4 -10 -11 -12 -13 24 15 18 -17 -18 19 20 -2 22 -21 -22 -1 26 27 -16 -27 -30
right_child=14 4 3 -5 7 -7 -8 -9 9 10 11 12 -14 -15 25 16 17 -19 -20 21 23 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.10505464929262226 0.017118144608024952 0.072075952080234443 0.10255527227231871 -0.11379556244548988 -0.054820392322839875 -0.13993793627972123 0.10472053151775065 0.035509702680038377 -0.12297030637065515 0.094597102483223852 -0.13766611785643282 0.10502160429108057 -0.10690735309821293 -0.12075595464963532 -0.10448532341684005 0.0042417402923655293 -0.11973509434324894 0.070816614322902302 -0.037588240530677879 -0.050459553351572317 -0.050959051216677778 0.058249803374619907 0.025803139712162755 -0.23156033097541365 0.029390865174069643 0.030694176986731898 -0.10712683082531765 0.050176201189406557 0.00046545239037062893 -0.024419290789405256
leaf_weight=0.12518951075980955 1.8342385208234255 1.4883883288130166 0.4165216572582725 0.21619154836662335 0.549232307821512 0.35000533796846867 0.20257220789790154 0.56783818606345449 0.24521056562662114 0.67819465417414881 0.16621827363269404 0.24632619973272085 0.0843261994950808 0.29358605123343295 0.37908747735127579 1.3751580147800262 1.1857102634385226 0.22619374523856084 2.6196013321750788 3.3392827436327917 0.48914302280172695 3.5371465317439288 3.980299636721611 0.41043637692928314 0.21689220611006021 2.7160171729046843 0.44936532154679287 0.91109444876201451 309.77232612878288 3.899474152691254
leaf_count=57 28 27 6 25 6 8 2 39 3 6 18 2 147 34 152 23 72 55 27 22 41 18 30 3 6 18 14 25 3397 322
internal_value=-9.30318e-06 0.0125584 -0.00737576 0.0224494 0.0373568 -0.0589061 -0.0250714 -0.00890308 0.0384854 0.0196958 0.0494671 -0.0121322 0.0509734 -0.0664331 -0.000227263 -0.00878606 -0.0430991 -0.0892078 -0.00288652 0.0038023 -0.0323973 0.0129177 -0.00898883 -0.133359 -0.0198113 0.000283833 -0.0241631 0.00473281 0.000418246 0.000156093
internal_weight=342.971 5.84669 3.24123 2.05299 2.60546 1.18825 0.83824 1.11707 1.8368 1.42028 1.17507 0.496871 0.330652 0.635668 337.125 18.9972 2.78706 1.4119 16.2101 13.5905 2.73382 10.8567 7.31958 0.899579 0.342082 318.127 1.73955 1.29018 316.388 313.672
internal_count=4633 386 314 207 72 107 99 45 182 176 173 167 149 97 4247 319 150 127 169 142 72 70 52 44 63 3928 191 177 3737 3719
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 2 2 1 0 2 2 1 1 0 0 1 1 0 2 2 1 0 0 1 1 0 2 2 2
split_gain=0.0833798 0.712631 0.370743 0.248385 0.595777 0.346845 0.394544 0.386459 0.445302 0.163239 0.606234 0.589728 0.482532 1.3486 0.704778 0.918435 0.668279 0.77574 0.489475 0.536658 0.952525 0.26937 0.551355 0.59629 0.515853 0.525295 1.07544 0.304588 0.21793 1.2097
threshold=0.62376874945000005 0.47634801355000006 0.58454836680000011 0.57854555250000017 0.66977036620000019 0.66718062335000017 46.095286511800005 45.044778924400006 0.48250052395000009 0.58388970390000006 47.309807198350008 48.823707093150006 0.4373072662500001 0.45824975300000009 0.58887458460000019 0.59751205050000011 0.45932756505000005 0.47289003325000006 0.59930840395000018 44.749265482150008 37.500638522700008 0.46551001470000003 0.56685428580000019 0.58035687555000015 0.46280051495000007 0.45420795785000007 0.58249753000000004 39.198779702000003 44.578137159850009 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 6 7 8 -3 21 12 -12 -11 -14 -15 -16 -17 -18 -19 20 -20 24 -23 27 25 28 -27 -24 -1 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 10 11 -13 13 14 15 16 17 18 19 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00080383770524326522 -0.11998328775373501 0.061923586331677806 -0.11089248505109489 0.082552327821306185 -0.11179265925942733 0.10695563194205121 -0.036976140056638136 0.081878664576900406 -0.10262696371029943 0.10073312566627457 0.086518306416837318 -0.0064669471988353881 -0.12102061963394878 0.080463924461553718 -0.1194017615237575 0.1024194369149266 -0.13459723381255931 0.11575250184518869 0.09732641519579055 0.10581070066633523 -0.10689400758457196 -0.11761620155923412 0.078049186558010686 -0.11050815983681722 0.048475608408336084 -0.10752921868507093 0.040872787660410442 -0.011548579085795624 -0.12630293706248127 -0.0048026833110295002
leaf_weight=298.35852294787765 0.55204851835514901 0.33064754307270161 0.27846720495108446 0.40631665775435966 0.42061184336944268 0.36219912272645149 1.3187852049013598 0.86097942292690277 0.32720334633722814 0.40419222472701033 1.7919410467147829 1.101213777932571 0.94765610237664066 1.0844474662299033 0.64661221377900835 0.64184014126658473 0.42672088349354487 0.38258751733519591 0.3277756023162508 0.30198344588279713 0.75324094717507251 0.58427031105384175 0.57996693067252669 0.44734148605493818 2.187650427222251 1.271424973412649 0.79282596008852113 1.0972412381088359 0.85035170365881896 22.549996568763163
leaf_count=2825 38 2 115 13 113 7 33 4 169 9 16 72 48 19 58 4 24 7 28 2 185 13 23 50 9 115 6 34 30 562
internal_value=-8.76778e-06 -0.0130174 0.000698605 0.00841562 9.53408e-05 0.0148029 0.00304032 0.0377862 -0.0199209 0.000178435 0.0136115 0.0511256 -0.00473104 -0.0124635 0.0100711 -0.0118602 0.0126755 -0.0135987 0.0156451 -0.0120482 -0.0449722 -0.000181594 -0.0315858 -0.00792663 7.93433e-05 -0.000247607 -0.0505318 0.0194337 7.49922e-05 -0.00921791
internal_weight=342.387 4.85726 4.30521 4.02674 3.62043 3.19981 2.83762 1.51883 0.657851 337.53 8.81021 2.89315 5.91706 5.51286 4.56521 3.48076 2.83415 2.19231 1.76559 1.383 1.08102 328.72 2.70882 2.12455 326.011 323.823 2.06425 1.67721 321.759 23.4003
internal_count=4633 494 456 341 328 215 208 175 171 4139 472 88 384 375 327 308 250 246 222 215 213 3667 120 107 3547 3538 121 57 3417 592
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 0 1 0 1 1 1 2 0 2 1 2 1 2 2 0 2 0 0 0 2 0 1 1 0 0
split_gain=0.152517 0.354282 0.0894903 0.0890483 0.288293 0.405802 1.26897 0.690471 0.867596 0.309907 0.433312 0.12321 0.338449 0.56274 0.590367 0.303308 0.363591 1.08799 0.900728 0.837615 0.0996945 0.934808 1.73358 0.760122 1.36923 1.06398 0.989023 0.994527 0.946141 1.71762
threshold=0.39587138110000003 0.3733870243500001 0.39614083410000006 34.823977857500005 0.54413041525000005 0.5116313883000001 0.36551300860000008 0.49405706415000006 0.34007963835000005 0.43540612555000008 0.43643902880000007 37.041406607950009 0.5296248615500001 35.119813570500007 0.46280051495000007 36.859113051050009 0.36476452800000009 35.887362732750006 36.257608591500009 0.50452082270000009 39.032633164100012 0.48911709230000006 0.47787491390000009 0.52769378160000013 37.892416320650007 0.52157121045000021 0.40115565405000009 0.42039160505000012 0.5485614203000001 0.55877069550000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 -11 12 15 -14 -15 16 17 -5 19 -18 21 22 -13 24 -23 -26 -25 -28 -29 -30
right_child=2 -3 3 11 9 -7 -8 -9 -10 10 -12 20 13 14 -16 -17 18 -19 -20 -21 -22 23 -24 26 25 -27 27 28 29 -31
leaf_value=0.01220747134914683 0.025016057748120581 -0.1237988275759262 0.054569963704725111 0.015442849092901981 -0.11935223913114368 0.052320037424823364 -0.14257222438593567 0.10739435223749948 -0.11524198501406663 0.10442096563401909 -0.10421410208929148 -0.0078793506254066538 0.0035235694667795272 -0.11798271786769171 0.065198336002232279 -0.033658473245474267 -0.044230631803742343 -0.11839608656288841 0.053878771638843762 0.023297247378765477 -0.00042824041034999713 0.015392813341152587 0.073871317037976697 0.057715914642243162 -0.090980519066917745 -0.0077304404646175544 -0.038855572269348861 0.053516942073830093 -0.13825826562212451 0.013482819736978178
leaf_weight=0.46433710679411788 1.4341450054198492 0.32598997632521787 0.73861584864789553 1.8211163677915529 0.32174365420360107 2.2568487487733364 0.53610742278397072 0.73903487995266903 0.50766696709979442 0.22524665528908372 0.17838090743862267 5.5025967092951742 1.3744453401232015 1.0864700532692948 0.20993433586045274 2.6381455879891282 3.4296082332730276 0.91132085176650424 3.4416633970104158 3.9552840278483927 275.1746679876087 4.7898070658557135 4.9072499349713326 3.3193899299949434 3.6111621798481792 2.6705041332170367 5.0146879497915497 3.9670694619417173 0.88350345008075226 4.7919397400764865
leaf_count=18 18 170 39 28 29 25 8 8 41 2 197 66 23 72 55 27 22 42 18 30 3337 38 23 24 29 22 33 13 33 143
internal_value=-1.3082e-05 -0.0438917 8.87821e-05 -1.66718e-05 0.0125997 0.021517 -0.00605378 0.0308111 -0.0146021 -0.0461421 0.0122159 -0.000224875 -0.00807388 -0.041056 -0.0883191 -0.00263525 0.00340088 -0.029195 0.0116275 -0.00806329 0.000245817 0.00494661 0.0306583 -0.00426759 -0.0248802 -0.0555887 0.00842739 -0.0027349 0.01605 -0.0101389
internal_weight=341.229 0.790327 340.438 339.004 5.50365 4.77827 2.52143 1.98532 1.24628 0.725371 0.403628 333.501 18.868 2.67085 1.2964 16.1971 13.559 2.73244 10.8266 7.38489 314.633 39.4579 10.4098 29.0481 11.0715 6.28167 17.9766 14.6572 9.64251 5.67544
internal_count=4633 188 4445 4427 349 121 96 88 80 228 199 4078 317 150 127 167 140 70 70 52 3761 424 89 335 89 51 246 222 189 176
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 1 0 0 2 0 2 1 2 0 0 1 1 2 2 2 2 0 0 0 2 0 2 2 0
split_gain=0.128968 0.32631 0.358711 0.0866991 1.66351 0.635403 0.68671 1.46822 2.46122 0.602021 1.06251 1.0078 0.787096 0.486429 0.60777 1.40696 0.708105 0.93063 1.17416 2.72553 0.693775 2.38754 0.633056 0.898349 1.14077 1.08947 0.799106 0.651714 0.594834 0.503013
threshold=0.39587138110000003 0.30609861980000008 44.952171034750002 39.896141435400004 40.003678352300007 40.148327922700012 0.38045268105000002 0.53998383280000006 0.56974342085000018 39.427119987250002 0.56915960600000015 39.262923716450011 0.49146732130000009 39.032633164100012 0.48911709230000006 0.47787491390000009 0.42039160505000012 0.4172030777500001 38.751720283100006 38.324118171300007 38.983591653800012 38.238138001450004 0.50101793360000013 0.52769378160000013 0.52324780695000006 37.688226470200007 0.5195503128500002 36.859113051050009 36.859113051050009 0.52324780695000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 -5 6 -6 -8 -9 10 11 13 -12 14 15 20 17 18 19 22 21 -2 27 24 26 -25 28 -16 -24 -15
right_child=3 -3 -4 4 5 -7 7 8 -10 -11 12 -13 -14 29 16 -17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10457762628546025 0.0055554809669741047 -0.12209403902847754 0.078186862572511173 0.056207800852462679 -0.076619402279457488 0.00068320270575937102 0.053594644299121821 -0.16780358033319984 0.04977585871279025 -0.018760219534515142 -0.11885069497441643 0.046892578892633499 0.039889860249234271 -0.050820113066917305 0.0037517678527125803 0.063549440364575924 0.022662030166884541 -0.066162741116574192 0.055450980439183999 -0.093762108469151451 0.07564933737180253 -0.18287763618754763 -0.0079304703452669541 -0.0072180721258945438 -0.081838472679309507 0.073542933417774181 0.024958980426052182 0.061977593355817095 -0.064921975005458113 0.0038851827557214165
leaf_weight=0.16893324548436695 5.6546083363864437 0.30107241795667505 0.2947755753993988 5.3521902607753864 2.196886511927004 234.51575179931024 2.0134213131386787 1.1120382137596609 0.9763513731304555 18.329050477455894 1.2191241257723948 4.931118464912287 0.41995664232399565 3.6154886875301591 5.7651167996227759 5.0133504818659276 9.3748764251358789 2.563187693594954 3.0630094967782489 3.4288940010592333 0.92806941270828236 0.76316550950286899 5.0110896185506153 5.07313824573066 2.6942814770154646 2.4903127867728472 4.2648251056671143 2.8839385397732258 2.8861457342281938 3.141088455915451
leaf_count=130 190 50 8 32 18 2973 13 13 28 176 210 31 213 25 44 27 126 24 14 32 4 15 31 66 37 17 26 19 22 19
internal_value=-1.01306e-05 -0.041029 0.0116041 8.22223e-05 0.0010669 -0.000158624 -0.0315019 -0.00733741 -0.0660821 -0.00250986 0.00145176 0.00322646 -0.078179 8.83098e-05 0.00287101 0.0227079 -0.002082 -0.00786339 -0.00388498 -0.00915334 -0.00516537 -0.0168519 0.000184455 -0.00868153 -0.0229643 0.019373 -0.00992175 0.0231666 -0.0287587 -0.025388
internal_weight=340.445 0.764781 0.463709 339.68 246.167 240.814 6.2987 4.10181 2.08839 93.5138 75.1848 73.5457 1.63908 68.6146 61.858 12.3592 49.4988 40.1239 37.5608 34.4977 7.34584 6.41777 31.0688 22.4198 14.8563 7.56345 12.1621 8.64906 7.89724 6.75658
internal_count=4633 188 138 4445 3077 3045 72 54 41 1368 1192 769 423 738 694 236 458 332 308 294 209 205 262 199 116 83 79 63 53 44
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 0 1 1 0 1 0 2 2 1 0 0 2 0 0 0 0 1 0 1 2 0 2 2 2 2
split_gain=0.11337 0.295511 0.0876282 0.753094 1.4966 1.12296 0.553265 1.74029 0.976847 0.720742 0.411423 0.577432 0.603547 0.366524 1.14182 0.532163 1.62502 0.919237 0.78757 0.718642 2.4882 0.791968 0.593705 1.10584 0.589594 0.473001 1.38981 3.08563 0.475083 3.99991
threshold=0.39587138110000003 0.3733870243500001 0.47568935060000012 0.3447651268000001 0.48149755995000004 0.47847369840000004 0.34521421515000011 0.35696536035000009 0.47396784530000008 0.3584174126500001 0.46482141255000003 42.283941020600004 50.189067467950004 0.34491482290000003 0.47880302985000006 0.47697673720000006 41.489621506400006 0.47709649410000005 0.47721625100000004 0.47787491390000009 0.47811442770000007 0.34506451900000007 0.47943175355000006 0.34608245260000009 42.686561923500008 0.48077901860000011 42.759119507950011 41.741384785950011 41.835830569250014 41.559097512700014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 8 -8 -2 -9 11 -11 -13 14 -5 16 -15 -17 -19 -20 -21 -22 23 -23 -18 26 27 -24 29 -27
right_child=2 -3 3 13 -6 -7 7 9 -10 10 -12 12 -14 15 -16 17 24 18 19 20 21 22 25 -25 -26 28 -28 -29 -30 -31
leaf_value=0.012685899817548552 0.00094464156888632951 -0.11867999695013982 -0.020291977471539439 -0.023898077104053637 0.014536292439022517 -0.094711406580734403 -0.11458555890542091 0.084790279145905145 0.050211473658300469 0.064556865047586384 -0.11029311364596897 -0.12593499434520858 0.10572013772891815 0.064254923379772538 0.053871878029835063 0.051942535328163841 -0.14068515512534549 -0.055516121823852752 0.025371556703881321 -0.12243262061559904 -0.038880298528769418 0.0053170739452865629 0.0075995584131675403 0.073161257944304309 -0.040063911922530719 0.0010696007766746254 0.030444359474211497 -0.11559093749770499 0.0063295985149772905 -0.075684698596383479
leaf_weight=0.42841519229113956 19.439312615415481 0.28526403966407088 5.0935195391066355 3.1945248721167436 6.2733615264296523 3.3686191618908197 1.5009923238721956 1.0421202045690736 5.0752930119633666 0.7464219909161327 0.39376789351808827 0.44547248979506548 0.15045173466205597 1.0497018378227942 4.6155385822057724 3.4418536424636832 1.0593343069776895 2.537078656256198 11.111197978258131 1.6654340811073769 5.0909470771439365 9.9745004791766387 5.0542561039328557 3.1648170156404367 1.2932710936293004 133.10680948591653 3.862175226211547 3.4016853794455528 94.427582515840186 7.1545560382946851
leaf_count=18 420 170 29 31 29 23 64 14 38 21 18 83 1 4 18 21 23 16 58 16 36 61 26 35 39 1645 13 27 1540 96
internal_value=-7.8419e-06 -0.0398222 7.6043e-05 -0.00041419 -0.0224772 -0.049917 0.00535298 -0.0278247 0.0111444 0.0190494 -0.0204123 0.00595366 -0.0674495 0.00068711 0.0220619 0.000106243 -0.039208 0.000577238 -5.29217e-05 0.00045322 -0.000584134 0.000180957 0.000945368 0.0216584 -0.0853718 -0.000156445 -0.0192572 -0.0419579 0.000846096 -0.00284554
internal_weight=339.448 0.713679 338.735 309.941 14.7355 8.46214 28.7938 4.27923 24.5146 2.77823 1.73611 1.34235 0.595924 295.205 7.81006 287.395 3.40231 283.993 280.551 278.014 266.903 265.237 260.146 13.1393 2.35261 247.007 12.3181 8.45594 234.689 140.261
internal_count=4633 188 4445 3786 81 52 659 201 458 137 123 105 84 3705 49 3656 66 3590 3569 3553 3495 3479 3443 96 62 3347 66 53 3281 1741
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 0 0 2 2 0 2 0 0 1 0 2 0 1 1 1 2 1 1 1 0 1 2 2
split_gain=0.105853 0.82937 0.876531 0.806322 1.77679 2.61323 0.804354 2.42867 0.773242 0.759364 0.590731 1.83236 1.82162 0.852776 0.566023 0.478069 0.469291 2.13615 1.90549 3.86053 1.34215 1.00561 1.32938 1.15798 1.12927 1.40573 0.950126 1.25667 0.818923 2.05278
threshold=42.580420142950011 42.477827694800006 42.371983470600007 42.027798546600003 0.48077901860000011 0.47500074850000013 0.34626208795000007 0.47787491390000009 0.48271009850000007 42.654057868200006 42.081757894750005 0.49194634890000005 42.283941020600004 0.54585192060000021 0.5261668812000001 0.39150025445000008 0.55788748840000013 43.276780833950006 0.54284302865000023 0.42111014640000005 0.41347564445000012 0.38512319990000005 43.426369480700011 0.37977904855000005 0.39150025445000008 0.39170982905000007 0.54413041525000005 0.43593006200000012 42.684965421050009 42.720329370750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -4 -3 -2 -6 -12 13 -13 -10 -8 18 -18 19 20 21 23 -23 28 -24 -26 -20 -28 -11 -30
right_child=9 8 6 4 10 -7 15 -9 14 16 11 12 -14 -15 -16 -17 17 -19 26 -21 -22 22 24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00063789145586388128 -0.056412294115457839 -0.017279655431840041 0.015354234808999291 0.044555651323860725 0.062639560868003208 -0.13504007664998621 0.034826943130669738 -0.15544251147048871 0.077835613286454677 -0.057158670516612935 0.086877644857552005 -0.15729259903558332 0.026947674441114833 -0.012897587302726072 0.020105272553936945 -0.033438495317303439 -0.13363666001917249 -0.0049636084594566199 0.12150123000867319 -0.14753971971003921 0.067956901399122763 -0.12591546643501758 -0.10325775089111969 0.066188218329692391 0.11782533147645545 -0.018594919717650361 -0.056200164161282186 0.07835567521612527 0.087272100398002997 -0.0018336049480083612
leaf_weight=209.75114038029824 2.5740144727169527 2.4904807637140021 1.6594947255925936 1.6358496404463978 5.6715351319289748 1.6051926407963035 1.779241749551147 1.6707288064062595 3.2692834064364433 2.3954317254247135 2.7146099582314491 1.0186711465939877 3.4761836121615488 0.68339820115943428 3.5344281924481038 2.4227581203449517 1.4390152153646329 12.475607421220046 1.7553485281532619 1.7856462992458535 2.8998887066554735 1.3117699585854987 1.2573665501549838 2.7776819425635031 0.87916619516909111 5.3630548489891225 1.0990703141360429 1.88366984995082 2.719827100634574 52.319254527332305
leaf_count=2539 35 27 26 26 31 23 11 16 10 22 7 18 23 33 31 34 70 509 6 108 26 32 14 19 4 157 43 13 61 659
internal_value=-6.55673e-06 0.00109818 -6.49944e-05 0.00105075 0.022127 -0.0443928 -0.0336248 -0.0703322 0.0303945 -0.00283872 0.0380211 0.0203311 -0.0145548 -0.0993165 0.0478455 -0.00453304 -0.00134569 -0.0182707 0.00165639 -0.00229506 0.00131094 -0.00148906 -0.0330417 0.00312831 -0.016797 0.000618766 0.0631278 0.028775 7.85675e-05 0.00256967
internal_weight=338.319 243.383 234.089 226.557 16.8054 3.24104 7.53222 3.33022 9.29419 94.9358 13.5644 7.89286 5.17825 1.70207 6.80371 4.202 92.3618 13.9146 78.4472 73.7091 71.9234 69.0236 8.81136 60.2122 7.49959 6.24222 4.73809 2.98274 57.4345 55.0391
internal_count=4633 2855 2787 2700 161 49 87 42 68 1778 112 81 74 51 41 45 1743 579 1164 1102 994 968 207 761 175 161 62 56 742 720
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 0 0 0 2 2 1 1 0 0 2 0 0 0 1 0 0 1 1 1 2 2 2 1 1
split_gain=0.0868007 1.15564 1.19821 0.561012 2.28195 1.30251 0.615529 1.01215 0.484333 0.465728 0.444387 3.04312 0.746544 0.521545 2.46481 1.66527 1.23961 1.6324 1.01383 1.56344 0.978721 1.63183 1.34935 3.05195 1.14451 0.84708 2.38207 0.787477 1.87314 0.952153
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 42.477827694800006 0.34542378970000004 42.498713093000006 0.48911709230000006 0.52468488970000016 0.56579144335000009 42.081757894750005 41.909642283050012 0.34575312120000007 0.42039160505000012 0.47976108500000009 0.47938684470000009 41.243661560350013 0.48149755995000004 0.48265022005000008 0.48654231910000006 0.35027394390000005 0.52688542260000015 0.5054040298000001 0.43593006200000012 0.46280051495000007 0.41997245590000004 41.243661560350013 40.806664626150003 40.767054867700004 0.34527409360000011 0.35986946500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 -2 -5 -6 -8 -9 -4 13 -12 -13 14 25 27 -17 -18 -19 -20 21 -21 24 -24 -22 26 -1 -15 -29 -30
right_child=3 2 9 5 6 -7 7 8 -10 -11 11 12 -14 15 -16 16 17 18 19 20 22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00023558106028902264 -0.12473592437060031 -0.0091124685001145993 0.074623537038354809 0.085487806078771128 -0.050078334854662301 -0.0013616597550606022 0.061249093959899172 -0.044315734670088841 0.017517236202009564 0.022103297704603161 -0.16603762290417307 -0.019843261329343293 0.064597682550112612 -0.0010593171429347712 0.066307396948411451 -0.090626397026668526 0.039236773066085716 -0.065896649971414353 0.059152898374824174 -0.018566374424306666 -0.032940451260419779 -0.16643192105929239 -0.15560846786533267 0.047159563135368489 0.047314154203839942 0.019721133651659239 -0.099369725957716856 -0.069640619564973597 0.06948592740670971 0.017046133215402239
leaf_weight=23.327293415249191 1.8547441568844067 4.5286389179054805 4.8075286057428457 1.7567462265833445 2.2291889484040421 101.35673534886155 2.538245365023613 2.7683580908924341 2.3354999664588831 2.6023737456998788 1.2508420090853167 2.9699775255285203 1.6170723194954915 109.64341534108644 6.5596890002489081 2.5880206972360638 4.1676627993583706 5.5606315508484867 2.3421774730086318 1.8342640474438661 3.375159237533806 1.2583713978528974 1.7625893494114282 1.2823435707978204 3.7527062557637691 14.354493991846537 2.7049220401713674 2.0495637580752399 4.771803297102454 12.618699534563346
leaf_count=434 39 40 28 17 23 1829 12 30 40 36 31 32 29 1398 41 14 14 37 12 16 28 34 20 68 28 91 50 11 36 115
internal_value=-7.52897e-06 0.0011482 0.0314116 -0.002239 -0.0229653 0.000117996 -0.00384338 0.00964328 -0.0160213 0.0561783 -0.000573985 -0.0277775 0.0099247 0.000204676 0.00945248 -0.00256049 -0.0247031 -0.0179692 -0.0292321 -0.0161693 -0.0294684 -0.0787318 -0.0144918 -0.0702147 0.0093123 0.000217994 -0.0105363 0.00222951 0.0207788 0.0314352
internal_weight=336.57 221.73 11.9385 114.84 11.726 103.113 9.87129 7.6421 5.10386 7.4099 209.792 5.83789 4.58705 203.954 46.9464 157.007 27.9239 25.3359 21.1682 15.6076 13.2654 3.09264 10.1728 3.04493 7.12787 40.3867 26.0322 129.083 19.4401 17.3905
internal_count=4633 2643 104 1990 144 1846 105 82 70 64 2539 92 61 2447 616 1831 271 257 243 206 194 50 144 88 56 575 484 1560 162 151
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=1 1 1 2 0 0 1 0 0 0 2 2 0 1 1 2 0 1 1 2 2 2 0 1 1 2 2 0 1 2
split_gain=0.0881214 2.94826 1.11769 1.06123 0.689587 1.43639 1.55235 0.437859 0.417017 2.49296 1.42909 2.07009 1.1402 1.16538 0.864472 0.599039 0.423993 0.708778 0.487262 0.384598 1.59611 2.36617 2.27166 1.93677 1.58197 1.51294 1.6695 1.57052 1.49705 1.25207
threshold=0.3459626957000001 0.34608245260000009 0.34584293880000011 42.684965421050009 0.48654231910000006 0.48368312325000012 0.34527409360000011 0.48265022005000008 0.47943175355000006 0.48119816770000007 42.154118731400011 43.321682097200004 0.47880302985000006 0.35799826355000003 0.36166581840000006 40.300545846000013 0.48149755995000004 0.34626208795000007 0.3465914194000001 43.895345911700005 43.067541470150012 42.844429421150004 0.48001556840000009 0.34446573455000007 0.34479506600000004 41.909642283050012 41.741384785950011 0.47568935060000012 0.34518427590000006 41.600558339100012
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -7 -5 10 -10 15 -12 13 -13 -15 -3 -11 -18 -19 20 21 25 23 -22 -21 26 29 -27 -29 -1
right_child=1 8 3 7 -6 6 -8 -9 9 16 11 12 -14 14 -16 -17 17 18 -20 24 22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0022031137396037273 -0.10753854575485561 -0.0092916004647800882 0.0074368252502080056 0.028861875009188326 0.03489324779289709 -0.008579375027889552 -0.10015014674398293 0.10916993051513287 -0.11283035305023617 0.072015343727084166 -0.12804181334133444 -0.12849629305467705 0.11254030011161556 0.088489767845950015 -0.040995939550664141 0.084612191075455853 -0.05444950612910391 0.04159674250568865 -9.780505201155718e-06 -0.009863343640846076 0.0263464384878455 0.072258789720245006 0.019123382621233989 -0.142147875541832 0.055549846170204586 0.029666726179598746 0.053039369802246661 -0.11704904796141889 -0.029148444994947793 -0.080970688691839168
leaf_weight=52.819554771219373 2.5771669950336209 0.86048459784796971 4.3105124421417704 0.99173333030194077 5.3126880526542655 4.9063022807240477 2.9731612242758274 2.1523871570825577 1.9693488925695408 0.81954396702349086 1.2213584788260048 0.65071490779519159 1.012402608990669 1.0513567582238468 1.0117762510199098 3.2271099777426571 2.3673782013356677 2.8564169257879248 192.9550656777692 9.4721357202579366 0.90440141187354983 4.5761411774219587 2.7709686383605003 2.7765515265055001 6.0640755947679272 3.2726169536090302 6.4785524933940897 2.5123004980850956 8.4692066712304932 1.8741207881139406
leaf_count=562 17 48 20 9 33 25 33 58 14 3 32 8 4 64 17 50 12 22 3014 167 48 41 10 63 28 72 28 35 77 19
internal_value=1.8148e-07 -0.0012313 0.00213483 0.0396607 -0.00029384 -0.00199529 -0.0431318 0.0838388 7.33091e-05 -0.000871556 0.0210897 -0.0150593 0.0219731 -0.0118131 0.024989 0.0648444 0.000236422 -6.04107e-05 0.000597158 0.00118279 -0.00142038 0.00243823 -0.0492664 -0.100749 0.0156687 -0.0017978 0.00503884 -0.0311376 -0.049258 -0.0006469
internal_weight=335.218 212.58 122.637 7.45463 115.183 109.87 7.87946 3.14412 210.003 200.968 9.0352 4.94761 3.72625 2.71385 2.06313 4.08759 198.998 198.179 195.811 101.991 86.4544 80.0025 6.45192 3.68095 15.5362 75.4264 61.1722 14.2541 10.9815 54.6937
internal_count=4633 3305 1328 87 1241 1208 58 67 3288 3065 223 125 93 89 81 98 3051 3048 3036 1150 955 834 121 111 195 793 609 184 112 581
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 1 0 0 1 0 1 0 2 0 1 1 0 1 1 2 1 1 1 1 1 0 2 2
split_gain=0.093867 0.606569 0.615874 0.59991 1.31126 2.10396 0.597718 0.497097 1.02755 0.434215 1.81125 0.58514 0.59143 0.374604 1.93613 1.65107 3.40693 1.13877 0.866435 1.06403 0.812467 1.21893 0.97365 0.917902 1.221 0.819171 0.718654 0.764393 0.622951 1.71806
threshold=42.580420142950011 42.477827694800006 42.371983470600007 42.027798546600003 0.48077901860000011 0.47500074850000013 42.654057868200006 0.44393880420000004 0.47905751325000007 0.49194634890000005 0.39500314360000005 0.54284302865000023 0.43643902880000007 0.55788748840000013 43.276780833950006 0.54284302865000023 0.42111014640000005 0.41347564445000012 0.54413041525000005 0.43593006200000012 0.38512319990000005 43.426369480700011 0.37977904855000005 0.39150025445000008 0.39170982905000007 0.39814676205000005 0.44844465735000011 0.59336546810000013 42.684965421050009 42.720329370750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2 8 -4 -6 -11 -12 -13 15 -15 16 17 20 -17 -20 22 -22 28 -23 -25 -26 27 -16 -8 -30
right_child=6 -3 7 4 9 -7 13 -9 -10 10 11 12 -14 14 26 18 -18 -19 19 -21 21 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.00045266495432630258 -0.050134203762859632 0.026394920757601088 0.023142774503141218 0.039369097801704223 0.062058555430302857 -0.12966758784952895 -0.050892574376933446 0.017561597625714083 -0.07200719086215436 -0.056075058094787467 0.075715545051353625 -0.032440316124291553 0.051856368622099816 -0.13175611936015538 -0.10932243124928394 0.11837347768324039 -0.14444857237474082 0.063481703944811521 -0.051823352988916341 0.074012223623988099 -0.1232671184101839 -0.093326370674511966 0.061111608288847187 0.11457028969201455 -0.10673676154564438 0.00034686942723076994 0.0050971814428559976 0.038988743993785199 0.08408594602856645 -0.0018687392185662132
leaf_weight=208.58767281427481 2.5820594705801332 9.0846832326023996 1.6154308927598311 1.5594951036619016 3.7510987073183051 1.3950058664195237 2.3214016490746863 1.7510864468349607 3.8161520548164845 2.260222112759946 3.5088426535949111 1.3982279337942602 2.056375493586529 1.3183564788487263 1.1741859216999717 1.6299780985573296 1.6469946144679841 2.8051596462028092 1.0713539439384479 1.8025275114923713 1.2097945623099784 1.2459445227868853 2.7179048769175997 0.81791093014180649 0.84865923241886765 4.5149029231397435 10.809930578398051 0.49359540699515481 2.4354002028703681 51.487061374993573
leaf_count=2539 35 68 30 26 11 23 22 18 39 27 16 16 42 70 73 6 108 26 43 13 32 14 19 4 112 45 424 12 61 659
internal_value=5.5723e-06 0.0010475 5.36574e-05 0.000975808 0.0196811 -0.0404438 -0.00269401 -0.0287711 -0.0437082 0.0333722 0.021706 0.0469525 0.0177378 -0.00133826 -0.0165063 0.00139519 -0.00227651 0.00104938 0.0601338 0.027102 -0.00154138 -0.0301852 0.00265461 -0.0150238 0.000758919 -0.0165966 -0.00432932 -0.0654284 -0.000170242 0.00201339
internal_weight=333.717 240.784 231.7 224.517 15.9293 2.9545 92.9331 7.18267 5.43158 12.9748 9.22367 6.96345 3.4546 90.3511 13.7961 76.555 72.0511 70.4041 4.50386 2.87388 67.599 8.63721 58.9618 7.42742 6.18147 5.36356 12.4777 1.66778 56.2439 53.9225
internal_count=4633 2855 2787 2700 161 49 1778 87 69 112 101 74 58 1743 579 1164 1102 994 62 56 968 207 761 175 161 157 509 85 742 720
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 2 2 2 2 1 0 2 0 2 2 0 0 0 1 0 0 2 2 2 2 0 1 1 1
split_gain=0.0888508 1.15825 1.03039 1.07104 1.2117 0.996712 1.16263 1.70184 2.14832 1.03237 0.768041 1.17743 0.58304 2.19013 1.65967 1.39982 0.827046 0.822425 1.37629 0.812087 1.36652 1.17429 0.777149 3.3433 0.721197 2.38741 0.813949 0.699244 1.34622 0.672646
threshold=0.39563186730000005 0.39431454150000006 0.39995808510000008 0.52366695610000014 0.40115565405000009 0.5218855723000001 36.558960102350007 43.61821939175001 43.663128814500006 49.960114208400007 0.39170982905000007 0.53146612375000013 41.835830569250014 0.53634621715000008 42.320906304050006 41.600558339100012 0.53312775065000018 0.56685428580000019 0.58745247150000013 0.44844465735000011 0.55788748840000013 0.54284302865000023 41.542492784600007 41.319407281650008 42.527280425250005 42.580420142950011 0.58984760935000013 0.46097422230000007 0.4690129038000001 0.40206880030000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 -4 -5 -2 -7 -8 -9 -10 -1 -12 13 -6 -14 22 -16 -17 -19 20 21 -18 23 29 -22 -26 -27 -21 -29 -15
right_child=2 -3 3 4 12 6 7 8 9 -11 11 -13 14 15 16 17 19 18 -20 27 24 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00067016407382779013 0.073713283501806684 0.048033057196476041 -0.10869086842373016 0.067523780430763528 -0.12505195862893656 0.037641156800926563 -0.11559457943010243 0.14658842208877451 -0.13006384531113119 0.071296644359669134 -0.1088257397962287 0.032107706755435166 0.053032443339175644 -0.090084370709721279 0.042489984388553267 -0.13696248703795275 -0.034553580273502041 -0.14124239696256688 0.10251213117086322 0.031130989828559909 -0.15406467705623511 0.037560258183190524 0.056022302075728558 -0.16379865536784552 0.11846692631399872 -0.12416705600884706 0.0095792569848350342 -0.13141599365013928 0.0025588072136141084 0.0023659646883848421
leaf_weight=217.32767517721459 0.70588437747210164 5.1451651111710808 0.89435615911133837 2.6828638524748376 1.5315484972670663 1.1925498405471442 3.2908721067942679 0.67477593757212151 0.91786545375362016 0.35236073203850538 1.5509657042857719 0.95954763764166262 6.9633387851063153 0.79987054318189521 3.8949774815810079 1.2195030869916075 5.1966198186855781 0.43723354820394877 0.49260377991595306 7.4168743970803899 0.85809297859668632 3.9932803604970104 2.3157921421516212 1.2642404025100393 0.66249584779143367 2.0235769248392903 0.58702090434962872 0.83818466728553165 7.1299899205041584 48.875226101905355
leaf_count=2203 5 35 72 12 26 13 110 2 101 8 84 23 101 4 91 16 38 8 32 58 7 31 21 28 2 77 15 74 391 945
internal_value=3.59479e-06 0.00113256 -0.00236553 0.000251971 0.00123433 -0.0390829 -0.0514687 -0.0717648 0.0023935 -0.0742064 3.48851e-05 -0.0549593 -0.00060862 -0.00708815 0.00871588 -0.00382727 -0.000749789 -0.0829483 -0.0121075 -0.00661676 -0.0246924 -0.00321801 -0.000633998 -0.00320969 -0.0724626 -0.0510693 -0.0940928 0.00903397 -0.0115342 0.000877325
internal_weight=332.195 224.983 107.212 100.078 99.1833 7.13431 6.42842 5.23587 1.945 1.27023 219.838 2.51051 96.5005 56.936 39.5645 55.4045 32.6011 2.14934 0.929837 28.7061 13.3211 9.1899 53.2551 50.9393 4.13119 3.27309 2.6106 15.385 7.96817 49.6751
internal_count=4633 2345 2288 2049 1977 239 234 221 111 109 2310 107 1965 1080 885 1054 784 56 40 693 170 69 998 977 101 94 92 523 465 949
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 2 0 0 0 0 2 1 1 0 1 1 0 1 1 1 1 1 1 0 1 2 0 1 2 1
split_gain=0.0853978 0.646002 0.328898 0.261863 0.546004 0.516797 0.223848 0.549402 0.148573 1.02988 2.90882 0.728858 2.20974 1.08256 0.818252 0.621547 1.92988 1.15223 0.68949 0.651479 1.61637 1.35435 0.591482 1.53829 0.630335 2.19587 1.02377 1.63485 1.25437 0.881548
threshold=0.62376874945000005 0.47634801355000006 0.58454836680000011 0.51869704500000013 48.109449608500007 46.095286511800005 0.63528038085000016 0.66011496660000013 0.56579144335000009 0.56345618395000019 38.983591653800012 0.43837010870000009 0.44512140355000007 0.57559653900000007 0.4373072662500001 0.45107930900000009 0.5619592227500001 0.44618424600000006 0.43694799560000003 0.43220262865000009 0.42926858475000007 0.42802610700000004 0.42111014640000005 0.54695967185000016 0.41917906650000009 40.858951393400005 0.53998383280000006 0.40651477500000005 40.542362378300005 0.41625999220000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 5 -5 6 -3 -8 9 15 -11 14 13 -13 -10 17 -17 18 19 20 21 22 24 -24 26 -26 29 -28 -29 -1
right_child=1 2 -4 4 -6 -7 7 -9 11 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.00031781876608543303 -0.11880463150140791 0.069031580369594267 -0.1099136727770746 -0.10159640120675002 0.076760190718078297 -0.059682671883971854 -0.12266985531463954 0.054847859027196626 0.016816536269923951 0.030976116192711834 -0.15834261358576918 -0.14036279339085331 0.011040805207566656 -0.007787475712570352 0.10362731227911606 -0.10768840595490159 0.028097505619272902 0.055399883706052956 -0.044444693183579354 0.034861729539349885 -0.084337187120789026 0.085283125884571154 -0.06443432664332728 0.015581968889495307 -0.013809124072972551 0.085541780408021226 0.0073014649917398202 -0.034294525487647852 -0.13829180461629648 0.040348206546072352
leaf_weight=240.34916229089413 0.51743302834984106 0.7181024344754412 0.25643828453758022 0.20761368324565388 0.99056776205543429 1.1832916321000082 0.27201303351466777 0.48555691653291433 4.2463720349187524 1.7604975686408573 1.5056917080655692 1.5589067039545654 17.94817872191561 1.0182176651505868 1.4587770663783883 2.0418384744261848 2.1476133516989648 3.8023827445431371 3.4502594907535231 5.4215336232173277 2.261485780356451 1.8735788860358287 4.8019475399050844 4.8084787794359727 5.4780519861378689 3.7458744198083878 5.4412220681988384 3.2175661958754063 1.8134868344059212 5.630180519539862
leaf_count=2634 38 29 115 203 23 31 41 14 70 18 31 30 723 29 17 29 20 24 32 81 59 32 33 44 30 26 75 38 36 28
internal_value=-1.24454e-05 -0.0134965 -0.000250149 0.00704072 0.0458556 -0.01045 0.0290279 -0.00889164 0.000179232 -0.000452706 -0.0562986 0.00739594 -0.0013924 -0.0879825 0.0390136 0.000162928 -0.0380813 0.000711456 -9.84628e-06 0.000528387 -0.000137774 0.000549252 -2.74414e-05 -0.024399 0.000854164 0.0265377 -6.96085e-05 -0.0306912 -0.0717812 0.00123407
internal_weight=330.412 4.63102 4.11358 3.85715 1.19818 2.65896 1.47567 0.75757 325.781 299.551 3.26619 26.2305 20.5253 2.57712 5.70515 296.285 4.18945 292.095 288.293 284.843 279.421 277.16 275.286 9.61043 265.676 9.22393 256.452 10.4723 5.03105 245.979
internal_count=4633 494 456 341 226 115 84 55 4139 3270 49 869 782 59 87 3221 49 3172 3148 3116 3035 2976 2944 77 2867 56 2811 149 74 2662
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 1 1 2 1 2 2 2 2 2 1 0 1 2 0 2 1 1 2 0 0 0 0 2 2 2
split_gain=0.0885413 1.18204 0.454659 0.601333 0.742933 0.457846 0.761629 0.864027 0.462286 0.809208 1.42721 1.55079 0.45839 0.951845 1.2328 3.49074 0.970923 0.416072 0.39664 0.392978 0.835672 1.92005 0.492799 1.00702 0.475205 0.365968 1.18607 1.61843 1.0056 1.97188
threshold=44.578137159850009 44.749265482150008 0.46636328255000009 0.58745247150000013 0.58887458460000019 0.45824975300000009 0.4529056016000001 37.817254840650008 0.45932756505000005 40.722669576350008 41.559097512700014 42.455548714850003 43.895345911700005 43.930205408700004 0.40651477500000005 0.47976108500000009 0.34545372890000009 40.767054867700004 0.59930840395000018 43.564719632750005 0.34527409360000011 0.36994401365000007 43.384297312450009 0.48119816770000007 0.53499895210000015 0.56579144335000009 0.56065686655000013 40.858951393400005 40.94178426300001 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 12 -8 -7 -10 -11 -12 19 -14 15 16 -15 -6 -19 22 -21 -22 25 -24 -23 26 -1 -28 29 -27
right_child=1 -3 3 4 17 8 7 -9 9 10 11 -13 13 14 -16 -17 -18 18 -20 20 21 24 23 -25 -26 28 27 -29 -30 -31
leaf_value=0.00033135843468504352 -0.12522542003004647 -0.0019326387795338196 -0.11010439392185929 0.10609297291047359 0.022769830373929299 0.092727770177405647 0.015185081727384503 -0.10977705721678915 0.056390959963508361 -0.17074844112822446 0.10234990015988266 -0.12594110366378353 0.081348173623337808 0.08929907897215103 0.069387598110463217 -0.11672090798122706 -0.0046017367644585454 -0.0090317694129447828 -0.10711946288476382 0.025780252068886067 -0.12393624770657691 0.045352223675423631 -0.031082421120411693 0.069819193873851854 -0.03046835396400906 -0.01552324282989272 -0.10423391184224036 0.007643006380766146 -0.013269248668613176 0.089729911794873191
leaf_weight=244.64733798785619 0.79770134368664258 30.864779980001913 0.81355345011979752 0.44485056330449912 0.85177989447947799 0.97300499725315504 0.95465865020014407 1.3161326973931862 2.2440380742918933 0.53439520858228196 0.85717023164033868 0.45578377391211689 2.1044130326190489 1.938209010004355 2.3303820482688025 2.24762705527246 2.5497033381834626 0.74730512910173252 0.91951352055912139 2.497324384719831 1.932268322445452 1.4077881847042593 1.5287490756963951 2.8019816507585347 2.0023673325777054 3.2694833166206063 2.5751977777108541 2.5970738008618355 6.1730816452763975 3.9070003349334002
leaf_count=2348 32 848 76 4 332 11 20 58 45 8 4 66 14 34 27 23 20 31 257 21 20 38 33 20 18 102 32 14 56 21
internal_value=-1.14187e-05 -0.00503886 0.000523425 -0.0339509 -0.0130446 0.000966549 0.000443815 -0.057242 0.0307737 0.01604 -0.0329758 0.0231001 0.000901016 0.0207596 0.0066956 -0.0149948 0.0359515 -0.0340874 -0.0631426 9.53661e-05 -0.0219725 -0.0442946 0.00074212 0.0342009 0.00083207 0.00019152 -0.000670514 -0.0480589 0.0163234 0.0417784
internal_weight=329.285 31.6625 297.622 3.777 2.96345 293.845 288.781 2.27079 5.06439 4.09139 1.84735 1.31295 286.51 11.1703 9.06592 6.73554 4.48791 2.5186 1.66682 275.34 7.83975 5.34242 267.5 4.33073 3.41016 263.169 249.82 5.17227 13.3496 7.17648
internal_count=4633 880 3753 700 624 3053 2919 78 134 123 78 70 2841 118 104 77 54 620 288 2723 97 76 2626 53 56 2573 2394 46 179 123
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 0 1 1 0 0 0 0 1 2 2 0 0 2 0 1 2 1 0 2 2 1 2 2 2
split_gain=0.0762447 0.263871 0.424933 0.38855 0.311363 0.240087 0.368865 0.192801 0.562257 0.272439 0.314432 0.207852 0.178716 0.127334 0.128716 0.118227 0.761337 0.810228 1.12761 0.926994 0.699569 0.537114 1.82035 0.506561 1.08118 0.780105 0.475864 0.475762 0.696469 0.692322
threshold=34.823977857500005 33.96174662340001 0.38045268105000002 33.361153777850006 0.38772791230000009 0.36551300860000008 0.49877249185000011 0.38512319990000005 0.38906020780000011 0.54413041525000005 0.56748300950000019 0.56915960600000015 0.54191491270000014 0.34007963835000005 31.914316944300001 38.060777288450005 0.50218556330000019 0.52863686715000002 37.140760352250005 0.5195503128500002 0.36551300860000008 35.771221912400001 0.36476452800000009 0.5296248615500001 37.232443001650005 35.119813570500007 0.46280051495000007 37.500638522700008 37.140760352250005 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -3 6 13 -4 -9 -10 -11 -12 -6 14 -1 16 20 18 19 -18 21 -2 27 -19 25 -25 -27 28 29 -23
right_child=15 4 3 -5 12 -7 -8 8 9 10 11 -13 -14 -15 -16 -17 17 23 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10452111592739166 0.036075545253415491 0.069262057337469179 0.10216532265431516 -0.11301551458394195 -0.046491254006465914 -0.13189424613923062 0.10380850900928128 -0.12130116106364056 0.093011151011316962 -0.12989809613200495 0.10190865079858719 -0.10502866962378576 0.036759998916607015 -0.1180770808158087 0.024795582569080817 0.00044520640516472194 -0.049771255165272164 0.053028008968484114 -0.081788609744172958 0.017644435284818551 0.047314045887298442 0.079138599707471113 -0.1347629676401588 0.00096826165749893691 0.022948385301837414 -0.12585277093171199 0.031720362403856062 -0.036659261421482452 0.10617138362493753 -0.046762653500281581
leaf_weight=0.12347515849887647 2.3865906065911968 1.3100371174514296 0.35600864142179478 0.19277401127510518 0.50743796490132786 0.31400849111378193 0.16596581414341927 0.23331648483872403 0.61262580659240462 0.1462824719492346 0.2032886054366827 0.063760922461369773 0.52426995462155901 0.25550622777700482 0.20436535606131656 289.95612258256915 3.8820116543211061 1.7572983801364879 3.5578262360068029 4.2976959892548621 4.1763025755062699 0.68516248112428035 1.1140800118446348 1.3489402507912021 4.7282982385877403 1.3245624492374188 0.22407633194961807 1.4994206782430408 0.88994915666989971 1.2047420682501977
leaf_count=58 24 27 6 25 6 8 2 3 6 18 2 147 39 34 5 3730 23 7 31 39 23 46 8 23 86 82 64 25 13 23
internal_value=-7.33007e-06 0.0119899 -0.00832771 0.0211736 0.0369027 -0.0584913 -0.027731 0.0371882 0.0188186 0.0506837 -0.0120525 0.0525002 -0.00418652 -0.0651548 -0.0239092 -0.000200941 -0.00586514 -0.01728 -0.034792 -0.0143504 0.0142991 -0.0034234 -0.0209019 0.00462604 -0.00652766 -0.054627 -0.103053 0.00874105 0.0332294 -0.00111865
internal_weight=328.246 5.21312 2.87138 1.80806 2.34175 1.06332 0.749313 1.61528 1.25927 1.02596 0.413332 0.26705 1.03171 0.583347 0.327841 323.033 33.077 21.1207 11.7375 8.17971 11.9562 7.77995 5.39335 9.38318 7.62588 2.89758 1.54864 4.27927 2.77985 1.8899
internal_count=4633 386 314 207 72 107 99 182 176 173 167 149 45 97 63 4247 517 355 93 62 162 139 115 262 255 169 146 107 82 69
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 2 1 1 1 2 1 1 2 0 0 1 1 0 2 0 0 0 0 2 0 0 2 0 1 1
split_gain=0.0790763 0.847225 0.87604 0.5042 1.15891 0.424262 4.20123 0.543826 3.23043 1.24188 1.32244 1.51274 1.05956 1.36548 1.43686 0.950756 1.59815 1.26492 0.941289 1.15016 2.62482 2.0458 1.83095 1.11957 1.07944 1.9234 0.655603 0.875704 0.614055 1.35419
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 0.49405706415000006 0.40206880030000008 42.431220712750012 0.34626208795000007 0.3459626957000001 0.34614233110000009 43.067541470150012 0.34542378970000004 0.34515433670000012 43.735142172100005 0.48001556840000009 0.47076434840000009 0.34566330350000002 0.34575312120000007 0.48265022005000008 43.157831852650006 0.49588335680000006 0.52507409960000018 0.48389269780000005 0.54284302865000023 43.521589032450009 0.54504356155000011 0.56579144335000009 42.546237522150008 0.58249753000000004 0.34479506600000004 0.32168198560000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -2 9 -9 10 11 -7 13 14 -11 -12 -17 -18 19 21 -21 -10 -22 -20 -24 -26 -27 -28 29 -14
right_child=5 2 3 4 -6 7 -8 8 18 12 15 -13 28 -15 -16 16 17 -19 23 20 22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00035397357706480235 -0.14307353358872765 -0.0072633021370753087 0.092467833649369779 -0.026491547837115922 0.072691392829017418 0.035890002530414376 0.019468099570528041 -0.20319297519563048 0.015080625864505263 0.051849166350172976 0.10112645744284882 -0.048681050271362436 0.0045412273983000467 -0.0025920470881245902 -0.13391597601619729 -0.049477206396863101 -0.014183843713722083 0.11211983712252245 0.039019510044443956 0.047125969883232699 -0.10829021630639322 -0.11626944929692401 0.073169617442919985 -0.0031526938432931521 -0.11058782586341838 0.05292395169444726 -0.084923275011710833 0.052730945065035034 0.026689550511816387 -0.10126951275504453
leaf_weight=205.98885338329137 2.1748187256143847 4.3571110646225844 1.990462429821491 1.9712554365396497 2.9278724797768518 5.2767304918015743 5.9154245324898511 0.82342514442279835 1.9861675840511477 0.52025675434379381 3.1291549662128073 3.5299614549148828 8.6069316929715587 3.7522523328661919 2.0853225686587393 1.6633592196740208 1.198805468156934 2.3419557511806488 7.8439290417009024 5.5479184240102759 2.7430990275461209 2.9424959030002356 1.2292807847261427 31.878938248424674 1.9592970060184596 1.9000668710214088 1.155547112226486 0.77015957066032559 8.110057629644869 1.4073130516335357
leaf_count=2539 41 40 6 23 35 63 67 12 28 41 20 35 143 15 59 22 10 59 79 33 42 23 5 1007 25 18 17 50 43 33
internal_value=-2.55621e-06 0.00110526 0.0278318 0.0500267 0.0327833 -0.00218059 -0.0242263 -0.000438881 -0.00646941 0.00836744 0.0290116 0.00199163 -0.00608555 -0.0412105 -0.0968242 0.0575666 0.0313747 0.0693568 -0.00376768 -0.0213235 -0.00779404 -0.0633376 -0.0390206 0.0051749 -0.0119314 -0.0300147 0.0112493 -0.0298704 0.00623593 -0.0103285
internal_weight=327.728 217.236 11.2467 6.88959 4.89913 110.493 8.09024 102.402 60.7803 41.6221 17.14 8.80669 24.4821 6.35783 2.60558 8.33328 5.20412 3.54076 59.9569 20.234 15.3054 4.92866 9.75745 39.7229 7.01435 5.78507 3.82577 1.92571 18.1243 10.0142
internal_count=4633 2643 104 64 58 1990 108 1882 1339 543 209 98 334 115 100 111 91 69 1327 241 190 51 157 1086 115 110 85 67 219 176
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 2 2 2 2 0 1 0 1 1 1 1 0 0 0 0 0 2 0 1 0 1 1 2 2
split_gain=0.0805768 1.03262 0.897142 0.976595 1.02315 0.858906 1.00225 1.52716 1.7579 0.90125 0.775439 0.955585 0.999053 1.53446 0.782397 1.28804 0.855953 0.636582 0.89554 1.81294 1.29296 1.4696 1.76575 1.00306 0.958327 2.6311 0.826017 0.65038 0.54943 0.971745
threshold=0.39563186730000005 0.39394030120000006 0.39995808510000008 0.52366695610000014 0.40115565405000009 0.5218855723000001 36.558960102350007 43.61821939175001 43.663128814500006 49.960114208400007 0.52401125715000008 0.39170982905000007 0.52769378160000013 0.39019789825000006 0.39019789825000006 0.39048232090000007 0.38976377950000002 0.5218855723000001 0.51657136015000005 0.5195503128500002 0.5132031975000001 0.50913146310000013 41.32819714970001 0.50291907430000016 0.37323732825000006 0.50101793360000013 0.37043801085000005 0.36880632320000012 38.621016321050007 40.148327922700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 -4 -5 -2 -7 -8 -9 -10 14 12 13 -12 16 -16 17 18 20 -20 21 23 -23 24 25 28 27 -25 -1 -30
right_child=2 -3 3 4 -6 6 7 8 9 -11 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.017126415134238928 0.067541951587442403 0.042111324415717494 -0.10785279377923401 0.062530353152396606 -0.00066596217475056556 0.032433025148056509 -0.11415565199741254 0.1364309033458759 -0.1273425848737785 0.066014839538956691 0.0065351632331897965 -0.10735455121425895 0.012284086795072952 -0.12845783859577992 0.081681733189024594 -0.0018087846121238619 -0.059401025597807779 0.045833430581992497 -0.1015810831220315 0.004170933822103073 0.048860449990461734 -0.12681763820966002 0.035870168008105635 0.017397781820432872 0.060064904550395537 -0.11305781937888255 -0.0091732754489156128 0.077954079780583233 -0.024292631190652489 0.00073493714922323226
leaf_weight=16.225473116590365 0.6934431113768359 5.9657675234193439 0.83027056298669677 2.634224491659551 93.250825422139769 1.1818811870180068 2.991725065279752 0.63401901349425305 0.82104907697066642 0.34124943672213703 1.7711257827468201 1.2999458418198617 5.1738080731593072 1.6051998604089019 3.1489142030477515 4.4719507257104851 2.3933849930763236 3.0847991700284174 2.5842541742604217 4.3494718850124627 5.5589403598569325 1.9176088478416198 1.0230757305398581 3.2646328546106798 2.5452311830595127 2.0973651241511098 3.4692239575088024 3.8831797577440739 17.625286544556729 129.49076881771907
leaf_count=312 5 51 72 12 1965 13 110 2 101 8 20 79 38 21 13 40 15 19 24 37 31 38 19 25 19 21 30 25 118 1350
internal_value=-2.43025e-06 0.00106759 -0.00231006 0.000135144 0.00107021 -0.0378009 -0.0500371 -0.070394 0.00248998 -0.0705731 -6.08749e-05 -0.0274744 -0.0153296 -0.0576443 0.00124276 0.0326892 4.15847e-05 0.000763326 4.6792e-05 -0.0352437 0.00135461 -0.000100049 -0.0702179 0.00105445 -0.000829586 -0.00176643 0.0308639 0.0502961 -0.000337409 -0.0022635
internal_weight=326.328 222.949 103.379 96.7153 95.885 6.66337 5.96992 4.78804 1.79632 1.1623 216.984 9.85008 8.55013 3.37633 207.134 7.62086 199.513 197.119 194.035 6.93373 187.101 181.542 2.94068 178.601 167.984 165.439 10.617 7.14781 163.342 147.116
internal_count=4633 2345 2288 2049 1977 239 234 221 111 109 2294 158 79 41 2136 53 2083 2068 2049 61 1988 1957 57 1900 1820 1801 80 50 1780 1468
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 2 1 1 1 0 2 1 0 1 0 0 1 0 1 1 1 0 1 2 2 1 1 0 2 0
split_gain=0.0893281 0.255213 0.374142 0.827552 0.549352 0.364455 0.239822 0.350466 0.176397 0.32694 0.133243 0.680485 1.76789 1.13968 0.702732 0.527009 1.94833 0.405098 0.984953 1.09393 0.902458 0.820639 0.891413 0.64238 0.397879 0.660824 1.10773 0.825808 0.374867 1.65705
threshold=34.823977857500005 0.54413041525000005 0.38906020780000011 0.38512319990000005 0.50218556330000019 33.96174662340001 0.43540612555000008 0.43643902880000007 0.36551300860000008 0.49877249185000011 38.060777288450005 0.37820723930000005 0.5195503128500002 0.36880632320000012 0.50101793360000013 0.5218855723000001 0.39019789825000006 0.50035927070000008 0.36510882910000009 0.36476452800000009 0.3621298763500001 0.49194634890000005 0.34422622080000004 37.140760352250005 38.474425342400004 0.34422622080000004 0.36042334060000009 0.52769378160000013 38.751720283100006 0.54450465555000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 9 -1 11 13 -13 14 17 -14 -17 18 19 20 21 22 23 -2 25 -12 -27 -28 29 -26
right_child=10 6 -4 -5 -6 -7 7 -9 -10 -11 24 12 15 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 28 26 27 -29 -30 -31
leaf_value=-0.063788528776056286 -0.049119268210521767 -0.11586191877902879 0.066226644752215735 -0.12537111102036003 0.088070558556445744 0.039739570344637182 0.10151992861926491 -0.10354731200515666 -0.13315390515591927 0.10337939493867053 -0.042559838673092043 -0.11172304709990455 0.04516866474776883 0.061568951888404756 -0.050343231463174043 -0.14097401389717354 -0.0034263451788151831 0.04431006718432251 -0.065291808293924822 0.10531684803160708 -0.093778996154016594 0.10490210349243619 -0.10077658342761885 0.058674726076342422 -0.076769524513056284 0.10526529809300854 -0.048481764295286146 0.032562211787932741 0.00024509904558311593 0.046353880445227008
leaf_weight=0.553618853267835 0.83051971270470204 0.27756237861467514 1.3211810030043123 0.43394051864743222 0.87998114712536324 0.80989145580679178 0.18605279829353094 0.15096136391230175 0.20881533809006214 0.14834215492010117 1.4410426087561052 1.8875866509042705 1.6076159663498391 3.2105342522263518 2.7026956528425208 1.1296240836381901 11.654437556044284 2.2639280706644049 1.9576850086450575 1.1243335753679273 0.91230488568544377 0.83124161511659611 0.76569451944669698 1.6535429456271229 2.792604532907716 1.6137642487883548 1.6499205954605711 5.2835179579560645 272.72087686194027 1.7961325799406038
leaf_count=97 34 29 13 5 12 25 2 197 4 2 16 21 10 16 13 7 299 7 13 8 6 12 46 25 30 10 18 62 3571 23
internal_value=-5.64077e-06 0.0132974 0.0218091 0.00247084 0.0238024 -0.00906558 -0.0470283 0.00966257 -0.0524647 -0.0284617 -0.000212379 -0.006278 -0.020729 0.00819682 -0.00494179 -0.00879438 -0.0155803 0.00692621 -0.00355441 0.016202 -0.00386387 0.0162366 -0.00644276 0.022635 0.000474453 0.0200831 0.0306446 0.0132765 -0.000231819 -0.0285763
internal_weight=324.8 4.97035 4.35577 3.03459 2.60065 1.72067 0.614577 0.337014 0.910776 0.701961 319.83 32.5317 16.2793 16.2525 13.0419 14.3917 12.7841 10.3393 8.07532 6.11764 4.9933 4.081 3.24976 2.48406 287.298 9.98825 8.5472 6.93344 277.31 4.58874
internal_count=4633 386 158 145 140 128 228 199 103 99 4247 517 337 180 164 316 306 151 144 131 123 117 105 59 3730 106 90 80 3624 53
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 0 2 0 2 1 2 2 1 0 1 0 0 1 0 2 2 1 0 2 0 1 2 1
split_gain=0.0852101 0.498604 0.484021 0.67066 0.444447 0.424842 0.582689 0.639248 0.566665 0.420369 0.353841 1.38716 2.42022 0.757527 0.868801 0.820952 0.609598 0.56025 0.378042 0.307489 0.593065 0.987114 0.562934 1.03542 1.81217 0.510626 0.41318 1.68528 1.36793 1.51848
threshold=42.580420142950011 42.654057868200006 42.477827694800006 0.48271009850000007 0.5261668812000001 0.57927906350000014 0.58388970390000006 0.58887458460000019 40.767054867700004 0.62143349005000015 42.243697547450004 0.34626208795000007 42.431220712750012 42.027798546600003 0.40206880030000008 0.49194634890000005 0.34569324270000007 0.57403969940000021 0.52468488970000016 0.32467590790000006 0.46898296455000005 38.171717059500004 39.476991512000005 0.32012514595000008 0.41229304515000009 35.771221912400001 0.47976108500000009 0.34566330350000002 41.489621506400006 0.41997245590000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 10 -7 -8 9 -9 13 12 -12 17 15 16 -15 19 -13 22 21 -21 25 24 -24 -1 27 -22 -28 -30
right_child=1 -3 3 4 -6 6 7 8 -10 -11 11 18 -14 14 -16 -17 -18 -19 -20 20 26 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=0.028912184466985076 -0.046937052335712409 -0.0013657665279648303 -0.020852196458579844 0.067832539258036201 0.015301957047987811 -0.11565952062597802 0.047731029164998662 -0.10158486350693458 -0.10931420103265965 0.042455938535738001 -0.13965543704851807 0.038759966249872539 0.031112946160422442 0.0029775547666872583 0.076373211494747253 -0.037902485668185742 0.068218256570495919 0.043371895751296671 -0.010267476056796988 -0.0075683250388275357 0.0011016360477092812 -0.11523279477354378 0.096642399957226122 0.10735784367774048 -0.16179500516981526 -0.12680146484824698 0.00091187569760478354 0.063507040062550604 -0.047144620728398867 0.016009469189074189
leaf_weight=0.46724246323719798 2.4693795038983799 86.572033939863104 2.4312660466457583 3.1275272071361542 3.3207888269389514 0.70234430193158859 1.0604402171520635 0.28281545482241177 0.85586018084723037 0.71442431648119964 2.0149412176106112 2.6050277194008231 1.4111686991527674 3.2918654839086212 2.7001117952167979 2.4225891646929085 2.5352215711027384 2.9523303161877257 3.9689898178912699 2.9807562083187795 34.872316998778842 1.1921643522218799 0.59559266396172483 1.4720865711569784 0.49834921211004257 0.38340417452855036 133.11079033659189 4.9404892408638252 12.772774905432017 5.4239015363855279
leaf_count=35 35 1743 27 10 31 74 27 145 154 250 41 17 16 31 20 26 12 44 37 136 214 115 40 9 6 49 1095 45 103 46
internal_value=4.98245e-06 -0.00262959 0.00100276 0.0239049 0.0407801 0.000103843 -0.0338984 -0.0141889 -0.0496227 0.00160622 0.000656141 -0.017727 -0.0693182 0.00152079 0.027137 0.011022 0.0313622 0.000129888 0.00916019 -0.00051258 -0.00103289 -0.0383271 0.0292278 0.0525985 -0.0210897 -0.0412712 -0.000218611 0.00884571 -0.00260366 -0.0283202
internal_weight=324.149 89.0414 235.108 8.87958 6.44832 226.228 3.61588 2.91354 1.8531 0.99724 222.612 10.0001 3.42611 212.612 10.9498 8.24968 5.82709 201.662 6.57402 198.71 195.293 4.17292 3.41668 2.56603 1.09394 0.850647 191.12 39.8128 151.307 18.1967
internal_count=4633 1778 2855 68 41 2787 650 576 549 395 2137 111 57 2026 89 69 43 1937 54 1893 1754 251 139 55 46 84 1503 259 1244 149
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 2 2 2 1 0 2 2 2 1 2 0 1 1 1 0 1 2 0 1 0 2 0 1 0
split_gain=0.0950937 0.845 0.770116 0.739259 0.8814 0.837184 1.25491 1.6102 0.949349 0.646636 0.630249 0.647476 0.958087 0.727017 0.821814 0.708001 0.967175 0.633243 1.12546 0.67247 0.589328 0.782481 1.3867 0.586124 1.50115 3.57287 2.26721 1.14786 1.13401 2.06398
threshold=0.39563186730000005 0.39394030120000006 0.39995808510000008 0.5218855723000001 0.39900002995000006 0.52863686715000002 36.558960102350007 43.61821939175001 43.663128814500006 0.40115565405000009 0.52401125715000008 38.238138001450004 39.354247760400007 42.670715716450012 0.39019789825000006 43.968221017800005 0.53866650695000018 0.39019789825000006 0.39048232090000007 0.38976377950000002 0.5218855723000001 0.38334181610000007 37.892416320650007 0.50291907430000016 0.37227927305000003 0.5132031975000001 43.111435027700004 0.5054040298000001 0.37323732825000006 0.50101793360000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 5 -5 -7 -8 -9 -4 17 -12 -13 14 -14 -15 -17 19 -19 20 21 23 -23 28 27 26 -26 -25 29 -1
right_child=2 -3 9 4 -6 6 7 8 -10 -11 11 12 13 15 -16 16 -18 18 -20 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00025104121200917792 0.06183666258823 0.03861455120810936 0.04751629220368999 -0.1075625183211088 -0.13563345477939051 0.10800405865810357 -0.11031934113277848 0.13744392582158743 -0.03243111569735229 -0.0017062365792018615 -0.072740797048252356 0.083195502164333954 0.019512082948544885 0.046183542908876295 -0.1126000822881011 -0.09550134642200131 0.031521100873735337 0.077201108824835357 -0.0020018893956458266 -0.052711971105597999 0.044530206265415984 0.018954421483884855 -0.076459620042833923 0.075366170978788297 -0.1429579394517449 0.04079910445885266 0.028792372342916463 0.0099689715514186018 0.069265604720621654 -0.099547014141024973
leaf_weight=162.36116798163948 0.6816614706767713 5.867530748830176 2.7474271967075756 1.0776661336421964 0.96068678051233281 0.7494040280580524 1.4601766102714466 0.58268845081329323 0.75555193878244609 93.373475031669841 2.1856212997809035 0.94591268245130766 0.6846141088753942 1.8433990762569008 1.5080349361523984 1.2831604320090266 1.1249804288381708 3.005972825922071 4.4501955465530045 2.3693991601467124 3.0454281477723262 2.7047173008322707 3.4869111096486449 5.3893873430788535 2.4718830492347466 5.0806136527098715 1.11541729606688 5.3465139714535326 2.2940549030899993 2.1206893473863593
leaf_count=1780 5 51 16 119 16 5 48 1 45 2033 27 5 6 15 62 20 23 13 40 15 19 22 29 42 49 34 16 42 14 21
internal_value=4.81214e-06 0.00117341 -0.00251394 -0.0364766 -0.0484735 -0.0303708 -0.00692353 -0.0377006 0.0415348 -0.000299307 0.000150741 -0.0249258 -0.0107846 -0.0245795 -0.0713505 -0.00045824 -0.0361619 0.00132071 0.029929 0.000242227 0.000884289 0.000193331 -0.0347795 0.00135639 0.0178058 -0.0131491 -0.0895548 0.0427982 -0.000557446 -0.00153128
internal_weight=323.074 220.686 102.389 6.26784 5.58617 4.62549 3.54782 2.79842 1.33824 96.1209 214.818 9.57572 7.3901 6.44419 2.19265 4.25154 2.40814 205.242 7.45617 197.786 195.417 192.371 6.19163 186.18 19.4038 8.66791 3.5873 10.7359 166.776 164.482
internal_count=4633 2345 2288 239 234 218 99 94 46 2049 2294 158 131 126 68 58 43 2136 53 2083 2068 2049 51 1998 183 99 65 84 1815 1801
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=2 0 0 1 2 1 1 2 1 0 1 0 0 1 1 2 1 0 0 1 0 1 0 0 2 1 1 2 1 2
split_gain=0.0784672 0.2259 0.330789 0.707594 0.223979 0.212278 0.316028 0.131157 0.543555 1.48984 0.929387 0.62077 0.44526 1.40588 0.438862 0.410237 1.37244 0.44113 1.09821 0.478658 0.32105 0.614697 0.798174 1.27803 0.8987 0.449855 0.614685 0.388801 0.423061 0.316107
threshold=34.823977857500005 0.54413041525000005 0.49405706415000006 0.34007963835000005 33.96174662340001 0.43540612555000008 0.43643902880000007 38.060777288450005 0.37820723930000005 0.5195503128500002 0.36880632320000012 0.50101793360000013 0.5218855723000001 0.39019789825000006 0.36551300860000008 35.771221912400001 0.36476452800000009 0.47076434840000009 0.45995628875000011 0.33400197600000009 0.52324780695000006 0.39431454150000006 0.52863686715000002 0.5296248615500001 37.232443001650005 0.40651477500000005 0.44765126795000004 35.119813570500007 0.46280051495000007 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 8 10 -10 11 14 -11 -14 15 -2 17 18 19 -17 -15 -22 -23 -24 27 -26 -27 -25 -29 -9
right_child=7 5 -4 -5 -6 6 -8 29 9 12 -12 -13 13 20 -16 16 -18 -19 -20 -21 21 22 23 24 25 26 -28 28 -30 -31
leaf_value=-0.018959732187270872 0.02989793131918397 -0.11439471625317871 0.038617723390039473 -0.11248150018611164 0.096099664209299704 0.099759102141103687 -0.10331193844451279 0.018190184164797119 -0.10475047770939239 0.042239750476394416 0.056643955963207794 -0.047574507089289945 -0.11840336616592489 0.046720161959734233 0.0409960682259266 -0.10557272533215004 -0.11653172118345462 0.022334903316781753 -0.22030181968909948 0.092185897688026097 -0.056234263487298146 -0.11123656278298222 0.12382097131148453 -0.0052481255755706807 0.077038317249870064 -0.039555545976648586 0.043315861778893697 -0.1227101307248759 0.03030710868845617 -0.00013428848713805178
leaf_weight=0.31367672503893007 2.2350842954474519 0.25402438457240339 2.9802726833149791 0.51222132325710845 0.36728629842400551 0.17130572628229856 0.13867203258632799 9.7474737890297529 1.8085805847076724 1.5478267949074496 3.031298339366912 2.6952358260750762 1.1824936121702183 1.1299305204302061 2.6957510784268379 0.1872720724204554 1.1748220622539518 3.2969538457691669 0.28010504133999348 0.3532792046898976 2.2071825817693016 0.56671914388425459 0.89787232875823964 0.80799557390128063 1.0918243564665315 1.7136151829618032 1.8736965996213255 0.99078492688204256 0.22098487479161122 275.122436423002
leaf_count=63 24 29 39 43 13 2 197 106 21 10 16 13 7 5 12 39 8 30 4 34 25 17 2 21 5 30 51 79 64 3624
internal_value=1.94762e-06 0.0127766 0.020804 -0.02369 0.0430991 -0.0466243 0.00891299 -0.00018905 -0.00626037 -0.0192591 0.00681148 -0.0048816 -0.00839418 -0.0145735 0.00637385 -0.00602504 -0.0211959 0.00600495 -0.0596 0.0236731 -0.00389766 -0.0094127 0.00324656 0.011787 -0.00322923 0.0208351 0.0037292 -0.0589783 -0.0948051 0.000492725
internal_weight=321.597 4.73746 4.17346 1.19318 0.680963 0.564002 0.309978 316.859 31.9893 16.0395 15.9498 12.9185 14.2309 12.6831 10.2233 7.52752 5.29243 4.11761 0.820656 0.540551 11.5006 10.3707 8.16349 7.59677 6.6989 4.67914 3.58731 2.01977 1.21177 284.87
internal_count=4633 386 158 119 76 228 199 4247 517 337 180 164 316 306 151 139 115 107 77 73 299 294 269 252 250 86 81 164 143 3730
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 0 1 1 0 0 1 2 2 1 2 1 0 2 0 1 2 2 2 1 2 1 1 2 2 1
split_gain=0.0834339 0.832543 0.894664 2.56517 4.05506 1.96233 0.558773 0.569259 1.91777 0.508633 1.28049 4.13521 1.72186 1.07046 1.20474 0.619985 1.85975 0.607266 0.498607 0.884283 0.443888 0.368556 1.08208 1.36646 0.836573 0.851648 0.930378 1.35 1.52501 1.38455
threshold=0.54504356155000011 0.54353163080000011 0.41861022125000008 38.396531328800009 40.679780036550007 0.54088200950000009 0.41625999220000004 0.40651477500000005 0.5276039639500002 0.55544744170000004 0.42307116555000007 41.935569238650011 39.571921479100006 0.41997245590000004 38.110427674550003 0.42991227810000004 0.55788748840000013 41.037275035300006 0.55980359870000018 0.43075057630000008 40.330620469300008 40.574766824850009 41.243661560350013 0.43643902880000007 40.040404835300002 0.4373072662500001 0.43837010870000009 39.476991512000005 39.427119987250002 0.45218706025000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 -1 -9 10 13 12 -12 14 -2 16 -11 -16 -17 -20 -3 24 -23 -24 25 -21 -27 28 29 -28
right_child=9 20 3 4 5 -7 -8 8 -10 15 11 -13 -14 -15 17 18 -18 -19 19 21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00067315580575136487 0.037315572512651829 0.0069838228144365778 0.070731657505572906 -0.18734501814128901 -0.08741679717428627 0.038540403997732967 0.030382203523761676 0.03494943390283925 -0.12432974390526397 0.032909950805057424 -0.028636528753395635 0.048833962109940642 -0.15590750652563168 0.045709077848722766 -0.13725197488975818 0.037770644303921477 -0.12501064266884362 -0.031732028386884506 0.12999017915866121 -0.0925279671188768 0.053391592102840446 0.041570200789585093 -0.13376156424240523 -0.00028366936265662252 -0.12536526532864742 0.12891675839417779 -0.14431941989483599 -0.13816281325937516 0.11209409148070802 0.0040773157081133845
leaf_weight=233.51413192306336 1.6131982783554106 3.8295897603966278 1.9218173008412103 1.8339713737368581 2.119578174479102 2.9700482487678528 6.2608062159270039 1.5448948295088478 1.480186592787504 1.5691498392261558 1.7055919230042489 2.6765714323701104 2.821564294397831 3.9090745039284229 0.94010720122605596 4.1790732238441697 1.4210675880021879 1.2989857088105052 0.52763284731190552 1.0819032728322753 4.4630648219026625 6.4130767430760924 0.79580141301267104 21.170698785273999 0.66446198521589472 0.53860318587976319 0.71883694022108091 0.71212853623001127 1.140353637631051 5.0152664608476698
leaf_count=2595 17 22 16 12 117 14 30 22 41 23 34 19 23 21 16 42 77 38 2 30 34 94 12 717 55 5 46 54 6 399
internal_value=3.92723e-06 0.000784548 -0.000242808 -0.0314821 -0.059854 -0.0139146 0.000895265 0.000114794 -0.0429866 -0.00332726 -0.0193391 -0.0497017 -0.107959 0.00884208 -0.0285684 0.00188773 -0.0421401 -0.0760357 0.00495242 0.0014157 0.0319602 -0.000357848 0.00543136 -0.0051193 -0.0170012 -0.00918069 0.00191736 -0.00709886 0.00647813 -0.014526
internal_weight=320.851 259.938 251.645 8.84542 6.9236 5.08963 242.8 236.539 3.02508 60.9131 14.9651 7.20373 4.52716 7.76137 3.85229 45.9481 2.99022 2.23909 42.9578 38.7788 8.29265 38.2511 28.3796 21.9665 9.87155 9.20709 8.12519 7.58659 6.87446 5.7341
internal_count=4633 2903 2847 159 143 131 2688 2658 63 1730 168 76 57 92 71 1562 100 54 1462 1420 56 1418 823 729 595 540 510 505 451 445
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 1 2 2 2 2 0 0 1 1 1 1 0 0 0 0 0 2 0 1 0 1 1 2 0
split_gain=0.0738494 0.69607 0.864614 0.726091 0.676145 0.650056 0.763428 0.734888 1.20303 0.872749 0.591299 0.495373 0.63342 1.42843 0.534098 1.03653 0.539957 0.524224 0.670128 1.33296 0.885394 1.0388 1.49606 0.821255 0.704878 1.61598 0.62424 0.539428 0.491212 1.96303
threshold=0.39563186730000005 0.39995808510000008 0.52366695610000014 0.40115565405000009 0.39394030120000006 0.5218855723000001 0.39900002995000006 43.61821939175001 36.558960102350007 43.663128814500006 49.960114208400007 0.52401125715000008 0.52769378160000013 0.39019789825000006 0.39019789825000006 0.39048232090000007 0.38976377950000002 0.5218855723000001 0.51657136015000005 0.5195503128500002 0.5132031975000001 0.50913146310000013 41.404176814550006 0.50291907430000016 0.37323732825000006 0.50101793360000013 0.37043801085000005 0.36880632320000012 41.835830569250014 0.53634621715000008
decision_type=2 2 2 2 2 2 2 2 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 -4 11 -2 7 8 -7 -9 -11 14 13 -13 16 -16 17 18 20 -20 21 23 -23 24 25 -1 27 -25 29 -5
right_child=1 2 3 28 -6 6 -8 9 -10 10 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00034381941299319209 0.056558953737012231 -0.10754282240776335 0.053192940615828882 -0.12349032391040851 0.034976155943514213 0.027844719586605476 -0.13219816645163085 0.12547014406904597 -0.10800209761908362 -0.1047927428873017 0.070561841305907869 0.0079961078326998714 -0.0023706694421560866 -0.12017871231374927 0.074343890341324145 -0.0027266445134856536 -0.047352179474982825 0.042308560888955821 -0.088915115300226444 0.0033634717866655992 0.041366587988566683 -0.1191188102579047 0.036496632122921445 0.016779103390586286 0.053311822890885985 -0.087402796803262087 -0.0070867354590829438 0.073528452250437193 0.0080020289692393359 -0.0037934393143181019
leaf_weight=162.09261171686376 0.67110176844289426 0.74432007799805333 2.5594856892712405 1.4068173512350757 5.7143034086038815 1.0151918153278532 0.89150600694119919 0.56225919909775235 1.8216492284554986 0.49527160450816154 0.31434750638436526 1.7358204508200272 5.8814323859114666 1.7420571004040537 2.8838092191144815 4.4191280141385505 2.3625795617699614 2.9877291717566541 2.4929628046229473 4.2069556643255055 5.3352650911547235 1.6833396609872573 0.97599033638834942 3.2222598847001773 2.3811735520139328 2.1605188688263288 3.2553263548761606 3.4882326312363148 37.366081739204674 52.535490169493187
leaf_count=1780 5 72 12 26 51 13 16 2 98 99 6 20 73 65 13 40 15 19 24 37 31 40 17 25 19 21 30 25 885 1054
internal_value=4.16836e-08 -0.00224598 -0.000189339 0.000661915 0.00102946 -0.0359616 -0.0481357 -0.0303293 -0.059388 0.0297598 -0.0367085 0.000120056 -0.0223757 -0.0562062 0.0011524 0.0277072 0.000166218 0.000744067 9.48935e-05 -0.0309723 0.00122249 2.76862e-05 -0.062007 0.000961834 -0.000705865 -0.00148896 0.0288467 0.0462784 -0.000810594 -0.00691514
internal_weight=319.405 100.384 94.6122 93.8679 219.021 5.77133 5.10023 4.20872 2.83684 1.37188 0.809619 213.307 9.35931 3.47788 203.948 7.30294 196.645 194.282 191.295 6.69992 184.595 179.259 2.65933 176.6 166.634 164.253 9.96582 6.71049 91.3084 53.9423
internal_count=4633 2288 2049 1977 2345 239 234 218 111 107 105 2294 158 85 2136 53 2083 2068 2049 61 1988 1957 57 1900 1820 1801 80 50 1965 1080
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 0 1 1 2 2 0 1 0 2 0 0 2 2 1 1 1 2 1 2 2 2 2 2 0 2
split_gain=0.095982 0.204775 0.629727 0.508686 0.762462 0.322872 0.214929 0.289586 0.203329 0.13619 0.485391 0.529899 0.506583 0.960689 0.561173 0.426821 0.872222 0.509266 0.411059 0.375346 0.553195 0.335632 1.03268 0.385241 0.5734 0.513234 0.254282 0.273697 1.39305 0.365751
threshold=34.823977857500005 0.49405706415000006 0.34007963835000005 0.36551300860000008 0.5116313883000001 0.54413041525000005 0.43540612555000008 0.43643902880000007 33.96174662340001 38.060777288450005 0.50218556330000019 0.36551300860000008 0.52863686715000002 37.140760352250005 0.5195503128500002 0.5296248615500001 37.232443001650005 35.119813570500007 0.46280051495000007 0.40651477500000005 0.44765126795000004 35.771221912400001 0.36476452800000009 37.500638522700008 37.140760352250005 36.558960102350007 38.474425342400004 38.751720283100006 0.54450465555000005 39.032633164100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 -5 -6 -7 -8 -1 10 11 21 13 14 -12 -14 17 -17 -19 -18 -21 -2 23 24 25 -23 -11 28 -28 -29
right_child=9 3 -4 4 5 6 7 -9 -10 26 12 -13 15 -15 -16 16 19 18 -20 20 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.017137987705096457 0.027340107400597564 0.10779066579223168 -0.11123687904312973 -0.12723628166926035 0.046774808402572254 -0.1132181842999353 0.099278088538052936 -0.10284734819660149 0.094851472473391985 0.016535496226286511 -0.03869983391367797 0.040306176088195839 0.048312722271463174 -0.07483183213525911 0.015072104688655899 -0.0088566373110780926 0.070850665765040552 -0.12235263054981067 0.027208417549387527 -0.039156998998152108 0.040349968591165922 0.075474513711342991 -0.098818678760841175 -0.035296712166392637 0.10383922714803449 -0.038099601235795179 -0.069802094809549103 0.020248090422513486 0.04437507320468629 -0.00035927799648181202
leaf_weight=0.31296056798509997 2.1990758921601827 0.62796308472752604 0.46853534767069505 0.36198448669165406 1.9589921254664662 0.23279104445828114 0.17117853835225105 0.12097616087794449 0.33637648541480303 9.527875642073921 3.73618496139534 3.8301181020215154 1.6273588985204677 3.3488869732827879 4.0388834225013852 1.2456242343541819 1.0349529124796388 1.11641079799665 0.21997626647134882 1.6776611962704921 1.8293845372099893 0.59006281127221916 1.2432388067245481 1.4676883737556634 0.73051144625060249 1.2216609742317812 2.7008275672560549 8.9084807599137985 1.7681569656997451 259.41461045702454
leaf_count=63 24 8 43 6 25 29 2 197 13 106 23 23 7 31 39 23 5 82 64 30 51 46 8 25 13 23 30 69 23 3502
internal_value=-5.20439e-06 0.014348 -0.0228793 0.0263274 0.00835228 0.0281116 -0.0415357 0.0155815 0.040876 -0.000215447 -0.00648965 0.0100765 -0.0158935 -0.0300539 -0.0107671 0.00210596 -0.00844919 -0.0548575 -0.0977341 0.0179328 0.00231632 -0.00546026 -0.0191911 0.00549663 0.0290475 -0.00110949 0.000476993 -8.38865e-05 -0.0246278 0.000324898
internal_weight=318.069 4.59176 1.11787 3.47389 2.84592 2.48394 0.524946 0.292155 0.649337 313.478 31.1577 11.2824 19.8753 11.124 7.77507 8.75137 7.12401 2.58201 1.33639 4.542 3.50705 7.45224 5.25316 4.00992 2.54224 1.81172 282.32 272.792 4.46898 268.323
internal_count=4633 386 119 267 259 253 228 199 76 4247 517 162 355 93 62 262 255 169 146 86 81 139 115 107 82 69 3730 3624 53 3571
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 1 1 2 2 1 2 2 1 2 2 2 1 0 0 2 1 1 0 2 1 2 2 0 2
split_gain=0.0908394 0.694102 0.720079 2.16867 3.04406 1.73775 0.488453 0.461898 1.73519 0.441464 0.435375 1.22317 1.67793 1.08261 0.847674 1.43241 0.600945 0.531123 0.377884 1.84348 0.332929 0.604033 0.663704 0.249569 0.318667 1.53184 1.19382 1.32767 0.580135 0.362319
threshold=0.54504356155000011 0.54353163080000011 0.41861022125000008 38.396531328800009 40.679780036550007 44.131787411600008 0.41625999220000004 0.40651477500000005 43.968221017800005 40.00488309970001 0.43540612555000008 41.362929270750008 41.087689990200012 0.43075057630000008 41.935569238650011 42.081757894750005 49.520520114700005 0.43593006200000012 0.5485614203000001 0.55348642255000013 40.371455563000005 0.41997245590000004 0.42209814075000007 0.55980359870000018 39.262923716450011 0.45218706025000005 39.476991512000005 40.00488309970001 0.5619592227500001 40.890797847750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 -1 -9 -3 11 12 13 20 -13 -16 -17 -12 -19 -20 21 -2 -23 -21 25 -25 -26 -28 -27 -29
right_child=10 9 3 4 5 -7 -8 8 -10 -11 17 14 -14 -15 15 16 -18 18 19 23 -22 22 -24 24 26 28 27 29 -30 -31
leaf_value=0.0006605550083628426 -0.029343088414487135 0.059728270864382919 0.067316692800717157 -0.16171073819525605 0.01896559909145442 -0.12366860693447156 0.028761532983488821 -0.12649600142209957 0.030616782661223221 0.011550430007129468 0.087485441214118276 -0.14852598092329203 0.080706124448464631 -0.095446735145514133 0.062026290111622411 -0.11175884429886525 0.023424655956579429 0.063402442968508915 -0.14744281615705693 0.022743232949033455 -0.033766954774735361 0.076592616990594928 -0.0099198167020723357 -0.13866431285142716 0.096809254026689384 -0.083463612819542177 -0.13344691275907622 0.025300954121017752 0.015131326393318628 -0.0032667309553540678
leaf_weight=231.8755641868047 2.4929767004505283 3.0398058017017302 1.8602491654455642 1.9077248424291608 3.8219345838297158 1.0999961660454571 6.1309826876968136 1.275427007582038 1.566109051753301 5.0811469479231164 0.71030590569716778 0.93967497255653043 2.0530723556876174 1.5458936184877519 0.95030264183878932 1.7096675226639493 0.40715524088591326 0.92832853831350703 0.84345901012420554 5.0423038970620828 2.714993804693222 1.83887648396194 1.7127355762349905 0.94947655764553829 1.3001137584797131 0.70059067010879505 0.7391270781809024 5.5194380615066647 4.0278621964971535 22.691758435015799
leaf_count=2595 44 17 16 12 39 92 30 24 39 39 7 14 6 44 5 75 33 5 7 36 16 9 40 58 10 4 54 112 391 760
internal_value=-1.77032e-06 0.000813262 -0.000123058 -0.0284035 -0.0544756 -0.0129115 0.000897312 0.000169478 -0.0399035 0.0295842 -0.00351242 -0.0174139 -0.00184725 -0.0182937 -0.0654276 -0.0399688 -0.0857573 0.00172322 0.000297998 -0.001103 -0.00467766 0.00838811 0.0348727 0.00190968 -0.00101417 -0.0227522 0.00306601 -0.00114386 0.000523019 0.00232245
internal_weight=317.477 257.659 249.538 8.6899 6.82966 4.92193 240.848 234.717 2.84154 8.12095 59.8181 16.3653 12.3585 10.3055 4.0068 3.06713 2.11682 43.4528 42.7425 41.8141 8.75958 6.04459 3.55161 40.9707 35.9284 5.67793 30.2504 28.9503 4.72845 28.2112
internal_count=4633 2903 2847 159 143 131 2688 2658 63 56 1730 286 159 153 127 113 108 1444 1437 1432 109 93 49 1425 1389 453 936 926 395 872
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 2 2 2 2 2 2 0 0 1 1 1 1 2 2 2 2 0 1 2 1 1 2 0 2 2
split_gain=0.082321 0.998732 0.452811 1.96394 1.21253 0.72384 0.928212 0.671383 1.75526 1.11076 0.807023 1.40829 1.27529 1.16207 0.709678 0.593193 1.45048 1.08088 0.526507 2.01031 0.431386 0.378374 1.21979 0.355947 1.18542 0.440028 0.361021 0.242626 0.374546 0.237375
threshold=0.47736594710000008 0.47757552170000012 41.16018805045001 40.806664626150003 0.47697673720000006 40.767054867700004 39.955516828000007 42.720329370750001 43.564719632750005 42.498713093000006 41.873095646600007 0.47500074850000013 0.47697673720000006 0.32636747405000005 0.3447651268000001 0.34527409360000011 0.35799826355000003 44.131787411600008 38.983591653800012 38.238138001450004 43.022303514600004 0.47396784530000008 0.3621298763500001 37.140760352250005 0.34007963835000005 0.33894194785000004 37.041406607950009 0.46482141255000003 50.189067467950004 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 18 9 14 10 12 21 13 -4 20 17 -17 -10 19 23 -9 22 -12 24 25 -1 -26 28 -18 -19
right_child=1 -3 7 -5 -6 -7 -8 8 15 -11 11 -13 -14 -15 -16 16 27 29 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.020080605340241951 0.050327702507717065 -0.0001029168443925962 0.047971154674970477 -0.18575340875270607 -0.10092983235603535 0.10807276747950917 -0.11777233308385815 -0.069102425896608685 0.079033739158122437 0.078963112927555368 -0.1115423483171786 -0.12317949972431286 0.061182532031817352 -0.064574297679632311 -0.11779486167219576 -0.11773617583594372 -0.10863910379494553 0.01278651233349863 0.04023123112147723 -0.1724541927465274 0.036303069830305602 0.079261615422651435 0.10366480755271 0.027944968708329895 -0.10809466664904357 0.10192996104926694 -0.30168159772041009 0.064377106958402416 0.10475234763955549 -0.018796406526079099
leaf_weight=0.86251658658510677 3.9851019270718089 269.33080879568206 1.5309515025546736 0.68014279083581719 1.3118262663483626 0.5979674309492119 0.6813883777358577 0.96253537793382127 2.1054778723009795 2.5240038170159087 0.60562378082795498 1.1931252013891933 4.0266126245260239 2.2893782887840644 1.8100505507027262 1.2131065470166498 0.23238397762179352 5.9435152054793416 2.6757430600409862 0.69878105947282154 0.65080056263468578 0.63914643228054036 0.46605011867359281 3.2944859765702859 0.34598388818631054 0.44970102794468403 0.13350717723369598 0.87963816709816456 0.12731721997261047 3.9688457653392106
leaf_count=95 18 3615 25 34 9 3 89 18 42 23 48 36 13 28 80 26 64 100 22 15 41 3 4 47 73 14 1 4 1 42
internal_value=-6.84733e-06 0.00063239 -0.00407937 -0.0208249 -0.0106751 0.00148077 -0.00549121 0.00222374 -0.0104176 0.0192634 0.0052476 -0.0397902 0.0219149 -0.0194731 -0.0748096 0.00481631 -0.0400038 0.0139626 0.00355141 -0.0134142 -0.0265831 0.0183655 -0.0179529 0.00843593 -0.0274361 0.0217328 -0.161996 0.0360832 -0.0331086 0.000140914
internal_weight=316.217 273.316 42.9006 11.732 11.0519 9.74007 9.14211 31.1686 17.8937 13.2749 10.7509 2.90395 7.84694 3.82033 3.42339 14.4703 2.45245 12.0178 8.46072 5.78498 1.61334 1.71082 1.07167 5.08619 1.79171 1.31222 0.479491 1.23934 0.359701 9.91236
internal_count=4633 3633 1000 402 368 359 356 598 418 180 157 91 66 53 139 279 95 184 267 245 59 55 52 230 183 109 74 69 65 142
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 0 2 0 1 2 2 2 0 1 0 1 2 2 2 0 2 1 1 2 2 2 0 0 2 0
split_gain=0.0790695 1.07121 2.89562 1.8064 1.44137 0.910466 1.1533 0.73354 1.1965 1.36196 1.04237 1.46381 2.78924 0.580982 0.450014 1.78541 2.09006 1.18609 0.563726 2.70737 1.59544 1.19458 0.977146 0.94637 2.06591 3.39335 1.70854 1.34564 0.71258 0.957484
threshold=0.48588365620000007 0.34494476210000008 0.34521421515000011 0.48847339900000003 41.444941515100005 0.48368312325000012 41.835830569250014 0.49588335680000006 0.35585760905000008 42.844429421150004 43.157831852650006 42.081757894750005 0.49194634890000005 0.36476452800000009 0.48185683060000012 0.34479506600000004 42.546237522150008 41.489621506400006 40.148327922700012 0.48001556840000009 39.571921479100006 0.34512439750000007 0.3459626957000001 40.574766824850009 40.94178426300001 40.806664626150003 0.47787491390000009 0.48149755995000004 39.032633164100012 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 14 -7 10 9 -9 11 12 -5 -10 18 -16 17 -17 19 20 21 28 -23 -20 25 26 -25 -26 29 -1
right_child=1 2 3 7 -6 6 -8 8 13 -11 -12 -13 -14 -15 15 16 -18 -19 23 -21 -22 22 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.0041470064692922517 -0.064526557193851031 0.14836912588931969 0.09947924341792154 -0.07753545480520177 0.0041784192287952155 -0.070779188656566294 0.0021174753519195171 0.081733445255854742 -0.034098482476244314 -0.011149726876011633 0.029579429632932176 -0.086534752857643366 0.080594953122360341 0.00026202439004127453 0.088127373840168624 0.0059028714787970936 0.085777243848239107 -0.062323132369887582 0.032217114238489629 -0.16371903914181529 -0.05847733626902938 0.1071959948189216 -0.0031324251881268295 0.085521514954101874 0.0041394303563532442 -0.25230242245633738 -0.079309006932095236 -0.070493028687730538 -0.052733551537661252 0.11381748496247748
leaf_weight=6.4079575431687825 2.4402377568185321 1.3447778224945057 3.2876868396997443 2.378214016556738 3.0679914640495554 4.2074812727514637 4.4825427830219269 3.7821051962673655 5.0825788639485827 2.7096972018480301 2.611596740607637 4.0118404505774379 2.1008171525318176 154.68647192072012 2.8193766102194813 7.5964743928052467 2.3938218578696242 3.8342395946383476 8.9035946056828816 1.1902471929788578 4.6121882580337106 1.9507662834448631 1.3640947929379761 0.95613581174984563 68.200095413360032 0.83822261023669842 1.8371665957383809 2.504590291529893 2.582435034099035 0.77083356678485859
leaf_count=204 18 4 22 32 28 31 27 34 40 21 15 29 23 2813 8 36 61 18 68 9 36 14 49 64 869 10 13 14 19 4
internal_value=-9.91528e-06 0.0012964 0.00216434 0.00109415 0.053476 -0.00193173 -0.0331772 -0.000782908 0.000878953 0.0429637 -0.0256695 -0.0426628 -0.00336694 -0.000831053 0.000354553 0.015602 0.000811212 -0.0169824 -0.00213058 -0.017732 -0.00790849 0.00992812 0.0617949 0.00140777 -0.00228241 -0.0758412 -0.0228882 0.00149571 -0.00768556 0.00851961
internal_weight=314.956 187.504 185.064 183.719 6.35568 127.452 8.69002 177.363 166.261 6.4918 11.1025 8.49087 4.47903 159.769 118.762 16.6439 13.8245 11.4307 102.118 18.8785 17.6883 13.0761 3.31486 83.2398 74.3362 3.63153 2.7933 70.7047 9.76123 7.17879
internal_count=4633 3079 3061 3057 50 1554 58 3007 2908 55 99 84 55 2853 1496 123 115 54 1373 335 326 290 63 1038 970 87 77 883 227 208
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 1 2 0 2 1 1 0 1 0 0 2 0 0 0 0 2 0 1 0 0 2 2 1 2
split_gain=0.0925237 0.386987 0.684226 0.382543 0.370363 0.353579 0.500114 0.501493 0.640261 0.445756 0.320906 0.903467 2.19636 0.804093 0.767243 1.00769 0.679984 1.28742 0.839606 1.44031 0.53919 1.43672 0.525186 0.52151 1.19813 1.03403 1.16653 0.763046 0.734042 1.98859
threshold=42.580420142950011 42.477827694800006 0.48271009850000007 42.654057868200006 0.5261668812000001 0.57927906350000014 0.45932756505000005 42.431220712750012 0.58887458460000019 40.767054867700004 0.34515433670000012 0.34503457980000002 0.47787491390000009 0.34524415440000006 0.47943175355000006 0.47847369840000004 41.873095646600007 0.47500074850000013 0.47736594710000008 0.47642286160000008 0.47721625100000004 41.741384785950011 0.48077901860000011 0.3453339720000001 0.47774018740000007 0.47736594710000008 41.289992964000007 41.16018805045001 0.34560342505000002 41.184662530950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 -4 10 -7 8 -8 -10 11 14 20 22 15 16 18 -18 19 -1 21 -13 -12 -15 25 26 27 -25 29 -26
right_child=3 2 4 -5 -6 6 7 -9 9 -11 13 12 -14 23 -16 -17 17 -19 -20 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=3.7186615019043871e-05 -0.041882362461500705 -0.023651070031929906 0.064285745203448125 -0.0016333270326662958 0.015674718133198727 -0.10932858738509715 0.06806615519532902 -0.13121774472913372 0.0067782370292529814 -0.10758620371545112 0.055918787917944093 -0.17274774351658928 -0.12756561565340821 -0.036583260906934277 0.017387687560485993 -0.075981288357548402 0.016703273799552266 -0.15737896768612106 0.035566095360775221 -0.097592637146561828 0.069515397514865407 0.052764883391745523 0.0019628179830867144 0.0070464468130950475 0.0056536951674992508 0.12056561575290226 -0.041200489491616615 0.10996039702059766 0.0021906008114847809 -0.081617131327091752
leaf_weight=10.641779448052157 2.4290845548966891 2.3974738421311468 3.0311943516135216 84.747612798624687 3.2454029814107344 0.66960687876053215 0.92396397468473956 0.31447474780725304 0.85388776846366432 0.56719902652548626 4.5463988925330332 0.44156492781075873 1.9922611825168131 3.589504717529052 12.642737232148646 2.3168074723798773 0.89020498340323573 0.81263087596744299 4.7633888795971862 1.7611681446433056 1.0364854484796522 0.78428550064563751 2.9906803667545319 1.3511071829707355 7.7189215607941133 1.4104473069310186 1.7663014926947651 1.5434630829840896 147.75119955873015 3.9456562045961618
leaf_count=293 35 27 10 1743 31 91 55 7 353 144 28 64 20 37 57 28 37 19 19 11 3 3 21 58 46 5 31 6 1318 33
internal_value=1.38564e-05 0.00107854 0.0217926 -0.00275482 0.0391507 0.000254442 -0.0320853 -0.0126372 0.00326464 -0.0388681 0.000755908 -0.00756979 -0.0510011 0.00255118 -0.0021075 -0.0137413 -0.00609925 -0.0663726 -0.000120362 -0.0138259 0.0164233 -0.0284673 0.0345093 0.00112656 0.0019445 0.0455452 0.0228429 0.0619229 0.000283982 -0.0238665
internal_weight=313.877 226.7 8.67407 87.1767 6.2766 218.026 3.32913 2.65953 2.34505 1.42109 214.697 38.0833 4.2546 176.614 33.8287 21.186 18.8692 1.70284 17.1663 12.4029 2.26234 1.22585 7.53708 169.077 165.487 6.07132 4.66087 2.89457 159.416 11.6646
internal_count=4633 2855 68 1778 41 2787 650 559 552 497 2137 554 90 1583 464 407 379 56 323 304 70 67 49 1534 1497 100 95 64 1397 79
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 0 2 2 1 1 1 2 0 1 0 1 2 0 2 1 1 1 2 0 2 2 0 0 0 2
split_gain=0.0791206 0.751338 0.66349 0.642827 0.406089 0.380636 1.04308 1.59445 0.581819 0.707391 0.683421 1.51173 2.76054 0.475732 0.986569 0.563379 1.22266 0.797588 0.60269 1.92739 0.397548 0.433402 2.16095 1.55501 1.07519 1.03078 0.603379 0.32997 1.01898 0.320015
threshold=0.47880302985000006 0.47847369840000004 0.47961138885000004 0.47938684470000009 40.330620469300008 0.48077901860000011 42.844429421150004 41.16018805045001 0.34458549145000011 0.34494476210000008 0.34545372890000009 42.876019054300009 0.48588365620000007 0.34569324270000007 0.48271009850000007 0.3459626957000001 41.741384785950011 0.48185683060000012 42.283941020600004 0.34584293880000011 0.34626208795000007 0.36042334060000009 41.319407281650008 0.49688632075000011 39.852039223600009 43.118479346150004 0.49405706415000006 0.49820364660000011 0.49877249185000011 42.720329370750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 -2 -3 6 7 -4 -7 -10 11 12 -11 14 -12 16 -15 -17 -18 -20 -19 22 24 -23 -22 26 -24 -25 -29 -1
right_child=2 4 5 -5 -6 8 -8 -9 9 10 13 -13 -14 15 -16 17 18 20 19 -21 21 23 25 27 -26 -27 -28 28 -30 -31
leaf_value=0.0048362002278987751 -0.00037109206058185578 -0.011582139990611931 -0.0041440756977688016 0.04783116112300681 -0.08203056944782311 0.049010713405008205 0.027737796786177785 -0.09052448423812938 -0.03351082430224072 -0.050293246700004679 -0.064274697615944121 0.067733055277299975 0.069043996205345945 -0.012343818458048593 0.0076284845719564029 -0.06240762231564681 0.084416249475119415 -0.032336628864825488 -0.084651155208396348 0.084883221043138779 0.012425135522019305 -0.10762757349353513 -0.051598948671329539 0.042419182952956706 0.094081202851513335 0.024757359929701055 0.00040441695608265391 -0.08559189924590116 4.4214030175348115e-05 -0.01055294227656535
leaf_weight=38.369924816894127 5.3140078459400666 1.5142397694289678 6.0296221710741502 5.771606907248497 1.7801669753389431 2.4615772385150185 3.7402893975377074 3.3099125064909458 6.0818133205175391 4.8916082903742772 3.4676686301827422 4.8176999911665908 3.2106938920915127 5.341457609087227 4.2432711347937584 2.0714463922195128 3.0669841691851616 3.7264845818281165 1.0808906704187395 1.7665677070617674 2.7025912497192648 1.3600352597131848 5.0223636925220472 1.792741042212582 3.9979221960529685 6.0799221373163155 4.0145841203629971 1.4021607115864743 153.65421682385386 20.858312337955795
leaf_count=658 30 11 32 41 33 12 13 28 32 31 16 23 27 24 32 13 9 17 6 59 30 40 29 14 43 35 27 13 2802 453
internal_value=1.34623e-05 -0.00316874 0.000807967 0.0247249 -0.0496497 -0.00029983 -0.0168862 -0.0347571 0.000659029 0.000127192 0.00106688 0.0233732 -0.00300356 -0.000340398 -0.0247069 0.000612964 0.022337 -0.000702919 0.0536579 0.0205282 -7.32215e-06 0.000661883 0.0138746 -0.00116018 0.061146 -0.00707834 -0.0284969 -0.000237 -0.000730186 -0.000583369
internal_weight=312.943 62.5226 250.42 11.0856 3.29441 239.335 13.0798 9.33953 226.255 223.793 217.711 12.92 8.1023 204.791 7.71094 197.08 11.2559 185.824 5.91444 2.84746 183.753 180.027 21.8174 158.209 6.70051 15.1169 9.03695 156.849 155.056 59.2282
internal_count=4633 1155 3478 71 44 3407 73 60 3334 3322 3290 81 58 3209 48 3161 98 3063 74 65 3050 3033 164 2869 73 91 56 2829 2815 1111
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 0 2 0 0 2 0 2 1 2 1 1 1 1 0 0 0 0 2 1 2 2 2 2 2
split_gain=0.0849924 0.370379 0.520534 0.338538 0.334351 0.434298 1.81214 0.323423 0.863682 1.58858 0.380004 1.29361 1.5548 0.60109 0.345945 2.28858 0.450481 1.72278 0.381386 2.94729 2.48468 1.36178 1.34976 1.26629 1.16481 1.42537 1.08965 1.61952 0.882777 1.51279
threshold=42.580420142950011 42.477827694800006 0.48271009850000007 0.5261668812000001 42.371983470600007 0.34626208795000007 0.47774018740000007 42.027798546600003 0.48077901860000011 0.47500074850000013 42.081757894750005 0.49194634890000005 42.283941020600004 0.41284692075000012 41.909642283050012 0.34575312120000007 0.34708541665000009 0.42039160505000012 0.35585760905000008 0.48588365620000007 0.49194634890000005 0.48735067810000005 0.48847339900000003 40.767054867700004 0.34608245260000009 41.808689985400001 41.741384785950011 41.600558339100012 41.600558339100012 41.835830569250014
decision_type=2 2 2 2 2 2 2 2 2 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 -6 14 9 -9 -10 -12 13 -13 18 -16 -17 -18 20 23 21 24 -21 -20 26 -26 27 -1 -24 -30
right_child=-2 2 3 -5 5 -7 -8 8 10 -11 11 12 -14 -15 15 16 17 -19 19 22 -22 -23 28 -25 25 -27 -28 -29 29 -31
leaf_value=0.00079065072396798056 -0.0026315490566780142 -0.018593449465059472 0.060921867626567455 0.014185924278338525 0.028673019145516815 -0.00043718526600362081 -0.13530329365689323 0.033575943031002073 0.048768557926099521 -0.12524385398438118 0.070008216418945723 -0.15433311476551029 0.020115045289958691 -0.020647735993571087 -0.15159097666379406 0.047915718078167552 -0.11278738500887318 0.054596527920002441 -0.17981541248061833 0.1049973016829642 0.10470665987589672 -0.066858311236917281 -0.00030167401211260886 -0.022979073826382906 0.083132650010839929 -0.030690043254268523 0.04159424043138342 -0.088489102878566414 -0.084761559882848891 0.054519232755759976
leaf_weight=61.112914430688761 86.774433625731035 2.3539337429829157 2.9819394052028656 3.2273910546209663 1.3565548100632434 3.8428828864416573 1.3393700066953895 1.4095618252431443 4.7269117893301864 1.138461696100421 2.5022373199462891 0.9144986788742242 3.1431235091586132 0.53198968226206489 1.1301273786084483 1.7256905063986776 1.091740573756397 1.4078179668285882 1.3221496739315619 1.189992383122443 2.4636554336175314 2.7161265313625327 103.08967174216332 0.84306094981729973 3.8010255447443333 1.5483637973666189 6.2494005437038131 2.1016649962766669 2.9604203808994489 1.0587025253335012
leaf_count=621 1778 27 10 31 25 45 17 26 31 23 7 20 23 31 31 7 25 29 44 3 30 30 1498 16 59 8 29 21 73 15
internal_value=2.75883e-05 0.00105184 0.0214499 0.0366302 0.000245845 -0.0220231 -0.0527925 0.000938645 0.0154207 -0.037385 0.0268052 0.012166 -0.0193693 -0.105166 -0.000123906 -0.02519 0.00861845 -0.0185123 0.000580917 -0.00322711 0.00583949 0.00269779 -0.000917496 -0.118749 0.00522304 0.050187 0.00176039 -0.00217759 -0.00209422 -0.0480727
internal_weight=312.056 225.281 8.56326 6.20933 216.718 6.53881 2.69592 210.179 14.3668 2.54802 11.8188 7.09185 4.58961 1.44649 195.813 5.35538 4.22525 2.49956 190.457 110.464 79.9932 77.5295 108.299 2.16521 74.8134 5.34939 69.464 63.2146 107.109 4.01912
internal_count=4633 2855 68 41 2787 87 42 2700 161 49 112 81 74 51 2539 92 61 54 2447 1649 798 768 1589 60 738 67 671 642 1586 88
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 0 1 1 1 2 0 1 0 0 2 2 0 1 0 2 1 1 1 0 0 2 2 0 1 0
split_gain=0.0782878 0.307195 0.839061 0.591247 0.16836 0.635111 0.4007 0.282698 0.315495 0.268881 0.266328 0.234334 0.216264 0.155752 0.127768 0.581373 0.684643 0.555313 0.385053 0.337783 0.251254 0.482808 0.322626 0.144572 0.818547 0.509043 0.545203 0.354627 0.1573 0.3617
threshold=0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 49.064150740050003 0.55688452445000014 0.50491003265000012 0.50214065445000011 0.48616807880000007 50.189067467950004 0.58049160205000017 0.4995808509000001 0.47648274005000008 0.39672464895000009 47.927946529500012 46.095286511800005 0.54191491270000014 0.45824975300000009 0.60861950240000018 47.142075646500011 0.40437412050000004 0.36166581840000006 0.4985778869000001 0.43572048740000008 0.41160444300000004 39.571921479100006 39.476991512000005 0.43486721955000007 0.32012514595000008 0.42314601355000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 9 7 8 10 -6 -7 -10 -11 -4 15 23 19 -18 -19 -17 21 -16 -22 24 -2 26 28 -27 29 -26
right_child=4 -3 13 -5 5 6 -8 -9 11 12 -12 -13 -14 -15 20 16 17 18 -20 -21 22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.10487564746365141 0.086548956839524585 0.033473723947356412 -0.13900922155176673 0.091981883094197608 -0.1127870857580604 0.061242204886794195 -0.10253977285047955 0.10022053760950433 -0.10428383451395831 0.10432566255473973 -0.037681273811533113 0.014898090560550664 -0.1015657122290325 -0.049973182867370118 -0.001024884672106165 -0.043680903833169013 0.034865179720108698 -0.12565655753772545 0.0090573701508500915 -0.1272317803149883 -0.032947147951823359 0.049975445123146445 0.024970466003667049 0.00046738179727839007 -0.10523669796834836 -0.14676797415874121 0.10689757709482282 -0.044469995777759945 -0.11249922213430086 0.089483337668314303
leaf_weight=0.19776603320133179 0.56359448481452945 2.7859271191991866 0.40403629839420319 0.66757834039162844 0.83558910667488751 0.93173687317175857 0.30847753066336725 0.36005167290568341 0.37574324966408301 0.11683597415685654 0.38445284518820699 0.29410124197602272 0.090557906691174139 0.38244698964990675 4.2702517453581077 1.1043246969929885 1.5542873698286714 0.4740009382367133 0.38411692669615149 0.86124620423652221 2.4092625724151731 3.2835102637764066 1.6008473566034807 283.62018965782772 0.19265204318799112 0.5703396826284004 0.35489276051521301 0.83499602420488372 0.23732642620143451 0.18896512128412724
leaf_count=132 62 23 5 13 31 39 73 2 56 1 32 6 82 40 29 44 27 10 37 26 30 21 27 3574 38 83 2 32 53 3
internal_value=2.76645e-05 0.0132145 -0.0209541 0.046992 -0.000163451 -0.0213726 0.00460562 0.0186937 0.0039136 -0.0874916 0.0323471 -0.0519559 0.0144238 -0.0957132 9.57912e-05 -0.000313935 -0.0364798 -0.000784167 -0.0653549 -0.0802901 0.0104043 0.0211442 -0.00982627 0.000238589 -0.0218121 -0.0474815 0.00808483 -0.0859865 -0.0485729 -0.00881731
internal_weight=310.64 4.43775 1.65183 0.865344 306.202 3.69755 2.65456 2.34609 1.98603 1.04298 1.31619 0.669844 0.207394 0.786483 302.505 290.941 4.37798 2.41241 0.858118 1.96557 11.5639 7.55376 4.01011 286.563 2.94277 2.37917 0.973836 1.40534 0.618944 0.381617
internal_count=4633 213 190 145 4420 322 208 135 133 114 71 62 83 45 4098 3991 144 74 47 70 107 50 57 3847 273 211 96 115 94 41
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 1 1 1 0 2 0 2 1 0 1 0 1 0 0 1 1 1 0 1 2 0 1 0 0
split_gain=0.0807829 0.2178 0.266881 0.335898 0.20394 0.159049 0.478702 0.193366 0.364519 0.157239 0.178263 0.147288 0.123574 0.538439 1.10995 0.807376 0.446999 1.04036 0.409613 0.305547 0.766184 1.07725 0.607395 0.71022 0.678586 0.456469 0.298726 0.502741 0.687531 1.09657
threshold=34.823977857500005 33.96174662340001 33.361153777850006 0.38045268105000002 0.38772791230000009 0.38512319990000005 0.38906020780000011 0.40206880030000008 0.43121463430000007 0.50035927070000008 31.914316944300001 0.54191491270000014 38.060777288450005 0.37820723930000005 0.5195503128500002 0.36880632320000012 0.5218855723000001 0.39019789825000006 0.50101793360000013 0.50035927070000008 0.36510882910000009 0.36476452800000009 0.3621298763500001 0.49194634890000005 0.34422622080000004 37.140760352250005 0.52324780695000006 0.39431454150000006 0.52863686715000002 0.5296248615500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -3 -5 -7 -8 -9 10 -1 -6 13 15 -15 18 -16 -18 19 20 21 22 23 24 25 -2 -19 -28 -29 -30
right_child=12 4 -4 5 11 6 7 8 -10 -11 -12 -13 -14 14 16 -17 17 26 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.1030530636063945 -0.041905182182064737 0.068855988625491929 -0.074185345872142441 0.10182960719089765 -0.040985593523557302 -0.11791219702445294 0.10742610541023681 -0.11603898113435472 0.071653974058269149 -0.1200758780403982 0.040808281875640631 0.043042091228661289 0.00050295065685737855 -0.095940492531229882 0.041199930288343123 0.05437585792382206 -0.10507610519046727 0.042722679396688709 -0.038183022353037034 0.03851294344305007 -0.057017504375789591 0.10510028601404445 -0.077635812078261535 0.10417596021364882 -0.090062016363562369 0.052476949874289497 -0.055017988023118074 -0.11075139026633125 0.11941423620722867 -0.0059248366085140952
leaf_weight=0.13765732579849954 0.79344453162048312 1.0369917689822612 0.46627238782639313 0.30046335421502579 0.4034229777753352 0.20448299497365929 0.36490049958229065 0.15355060232104734 0.31726766278279683 0.21893617324531078 0.23012666523936787 0.43196972615987761 274.87713230623922 1.6904579752590496 1.5143738705664862 2.9126823097467414 1.1931202933192242 1.0992800518870343 2.7475481182336798 2.1805620118975639 2.0074967741966248 1.0729585662484167 0.94482542574405659 0.68421741202473629 0.76450003881473083 1.4468173352070151 2.1452658907510322 0.52375674271024752 0.7851642072200774 6.2887089899359125
leaf_count=78 34 27 37 6 6 3 2 14 157 6 11 39 3730 21 10 16 7 5 13 7 13 8 6 12 46 25 25 17 2 250
internal_value=2.06873e-05 0.0136866 -0.00629746 0.010126 0.0392342 0.0377428 0.0192313 0.0527875 0.0104406 -0.0529791 -0.0130374 0.00246393 -0.000170037 -0.00617711 -0.0195359 0.00691126 -0.0100037 -0.0164465 -0.00402414 0.00546095 -0.00388174 0.0148101 -0.00609663 0.0122261 -0.00871194 0.0190492 -0.00669336 -0.0122689 -0.000198296 0.00798717
internal_weight=309.938 4.26604 2.39366 1.92739 1.87238 1.34067 1.0402 0.835719 0.470818 0.58672 0.367784 0.835393 305.672 30.7952 15.2401 15.5551 13.5497 12.0353 12.6424 9.89482 7.71426 5.70676 4.6338 3.68898 3.00476 2.24026 10.8422 9.7429 7.59763 7.07387
internal_count=4633 386 314 277 72 182 176 173 171 95 89 45 4247 517 337 180 316 306 164 151 144 131 123 117 105 59 299 294 269 252
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 2 0 0 2 2 1 1 2 1 1 1 1 0 1 0 2 1 0 2 0 2 1 1 1
split_gain=0.0755106 0.557578 0.311976 0.242052 0.26952 0.472604 0.266544 0.521838 0.134379 0.5889 0.464016 0.435665 1.10583 0.507803 0.576979 0.611923 0.387434 0.229771 0.48407 0.453975 0.394177 0.484882 0.325405 0.684515 0.762927 0.18148 2.75223 0.389272 0.842832 0.419662
threshold=0.62376874945000005 0.47634801355000006 0.68131193680000013 0.49585341755000006 0.4985778869000001 0.50214065445000011 48.109449608500007 0.63013083440000017 0.58388970390000006 47.309807198350008 48.823707093150006 0.4373072662500001 0.45824975300000009 46.324972967950011 0.46112391845000006 0.47289003325000006 0.49284452560000008 0.46551001470000003 0.56685428580000019 0.46280051495000007 0.56748300950000019 49.960114208400007 0.4529056016000001 0.58249753000000004 37.817254840650008 0.57212358910000016 40.94178426300001 0.44618424600000006 0.45107930900000009 0.43694799560000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -5 -6 7 -7 17 11 -11 -10 -13 14 -14 -16 -17 19 -19 22 -20 -22 25 24 -24 27 -27 29 -29 -1
right_child=1 2 -4 4 5 6 -8 -9 9 10 -12 12 13 -15 15 16 -18 18 20 -21 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00031144823531650736 -0.11647316739450467 -0.03740040365704974 -0.10265387901059736 0.10078885213046263 -0.11714910645927237 0.082971491807478856 0.048429649301442362 -0.10976719312303843 0.10115967414054361 0.084240393834644656 -0.00084862728205028256 -0.12004187911297277 0.083109326864122479 -0.12946599791353117 -0.12648586787871888 0.028106652596740934 -0.1008627073483116 -0.11695719450773119 0.066664505228687082 0.047389889092980836 -0.10465359134098565 0.015151157321081972 0.011296504650200082 0.049562548809015124 -0.10731095578994135 0.043264655197867943 -0.12046914415615928 0.048311840094459491 -0.0099386003070224254 -0.02728497001192029
leaf_weight=270.02063954311598 0.4655601596696205 0.90740276032283951 0.27825872988933031 0.37653080513700876 0.26113189863190234 0.23646068094967665 1.466378321056254 0.3460585893485586 0.34564705401135043 1.6386990137398245 1.0525429107947273 0.82653206733630202 0.96969240180624261 0.25226034317165602 0.36956155452207928 1.9349971317788006 0.26480586378238502 0.51383621082641129 0.51984222655300971 2.0183924138545981 0.58492289111018159 0.79967405792558566 0.89819462512969028 0.75601751054637123 1.3687907240237107 2.6490507154885554 1.6762154259195083 5.0908054307510593 4.8507842123508453 5.6253439094980413
leaf_count=3168 38 34 179 4 17 14 23 185 9 16 72 48 12 6 41 73 195 13 5 9 69 33 17 6 118 53 58 31 24 63
internal_value=2.557e-05 -0.0130754 -0.000643823 0.0072542 0.0223366 0.00954898 0.0256966 -0.0315292 0.000211879 0.0132941 0.0509621 -0.00712978 -0.0152353 0.00761326 0.0173841 -0.00742092 0.0125817 -0.000124874 -0.0308237 0.00012682 -0.007584 -0.0354604 -0.000198833 -0.0328381 -0.0603179 0.000141506 -0.0201888 0.000449411 0.0198898 -0.000251736
internal_weight=309.365 4.33778 3.87222 3.59396 2.68656 2.31003 2.0489 0.582519 305.027 7.65474 2.69124 4.9635 4.61785 3.79132 3.53906 2.56936 2.1998 297.373 2.41828 294.954 1.90444 1.3846 292.936 3.023 2.26699 289.913 4.32527 285.588 9.94159 275.646
internal_count=4633 494 456 277 243 239 222 199 4139 472 88 384 375 327 321 309 268 3667 120 3547 107 102 3538 141 135 3397 111 3286 55 3231
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 0 2 1 1 2 0 1 2 1 1 1 1 0 0 1 0 1 1 2 2 0 1 0 1
split_gain=0.0733988 0.325594 1.75443 1.95663 0.937188 1.38879 1.11879 3.95377 0.78555 0.653444 0.593166 0.735127 0.596517 1.17445 1.06092 0.716401 1.19609 0.65118 0.863292 0.94075 0.541521 0.473051 0.993461 0.561387 0.362377 0.715572 0.700854 1.03826 1.02833 0.667265
threshold=42.580420142950011 42.982930821650008 0.38334181610000007 0.56859076075000015 42.783136484500005 0.48149755995000004 0.49588335680000006 42.684965421050009 0.42473279245000012 0.34584293880000011 43.067541470150012 0.48320409570000006 0.3475943834000001 43.735142172100005 0.34575312120000007 0.34479506600000004 0.32168198560000011 0.34506451900000007 0.48119816770000007 0.47076434840000009 0.34900152690000003 0.48847339900000003 0.34575312120000007 0.3453339720000001 43.564719632750005 43.813842866750008 0.55980359870000018 0.44844465735000011 0.50947576420000018 0.3584174126500001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 -2 -4 -9 11 -3 13 17 15 16 -15 18 19 -12 -14 22 23 -19 26 -26 28 -28 -22 -27
right_child=1 10 3 -5 5 -7 -8 9 -10 -11 12 -13 20 14 -16 -17 -18 21 -20 -21 24 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.00097388929119153554 -0.12197091930169585 0.088892446825976301 -0.075176166401596772 0.034585378531640988 0.0070608593440181361 -0.098189887127752271 0.096577697530347673 0.018882064858290852 -0.18413854482073611 0.089679839884510587 0.044512431753268446 -0.0052478008281893213 0.065635759127379359 0.0049997943682485221 -0.068092207624940476 0.032080644546033966 -0.095702137547506824 -0.079453171823039126 0.045397417297345144 -0.12908909145751926 -0.011765183006066195 -0.019665649116235542 -0.023181130577820432 -0.1827881713283015 -0.059476729527860997 0.083428420673978737 -0.11615078210610333 0.028164105970713678 0.073350484303849703 7.7285722191330192e-05
leaf_weight=222.613051114261 1.8290267971642622 1.6637675370584468 1.6027712149079887 1.1662658457207724 3.4893466253597571 1.9566939398646352 1.6380145028233526 3.1413666775770253 1.126785945263691 2.2285129614174366 0.49475311316018922 1.6542231406856442 1.5041019096970547 8.4580144359933964 2.0093210935592642 7.4449004237540057 1.3706030516768795 1.0666495505720384 1.5009960532188413 0.84577307850122452 2.3140321597238636 1.5166360437870023 1.467537765856832 1.0367189666721968 1.9517127849976557 0.99977003177628176 0.80227705184370313 1.3166866396641124 3.6716060528997332 24.422029626535732
leaf_count=2855 34 21 35 37 39 21 7 20 13 66 41 19 6 143 24 34 33 18 5 18 32 7 15 25 40 9 22 32 26 936
internal_value=1.65915e-05 -0.00247034 -0.0143493 -0.0738327 0.00187538 -0.0307544 0.0219846 0.00501189 -0.120157 0.0482633 0.000728283 0.0419577 -0.00140274 -0.0126405 0.000681268 0.00868126 -0.00904311 -0.045038 -0.00669221 -0.0650173 0.00686615 -0.0664552 -0.0863276 -0.130385 0.0043746 -0.00112462 0.0229484 -0.0264761 0.040445 0.00335526
internal_weight=308.304 85.6909 18.1788 3.89582 14.283 5.44604 8.83692 7.19891 2.72956 5.36988 67.5121 3.31799 64.1941 27.2119 19.2828 17.2735 9.82862 7.92906 2.84152 1.34053 36.9822 5.08754 3.57091 2.10337 35.4781 27.3735 8.1046 2.11896 5.98564 25.4218
internal_count=4633 1778 272 85 187 60 127 120 48 86 1506 40 1466 363 234 210 176 129 64 59 1103 65 58 43 1097 985 112 54 58 945
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 1 0 0 0 2 0 0 1 0 2 2 1 2 0 0 1 1 0 2 0 2 2 1 0
split_gain=0.0683518 0.182942 0.223602 0.294419 0.173707 0.146865 0.422368 0.184805 0.193169 0.14252 0.157912 0.130097 0.123382 0.11968 0.370316 0.524256 0.529082 0.251753 0.149679 0.580902 0.272124 0.312979 0.295139 0.336045 0.243175 0.193099 0.164515 0.110763 0.467588 0.913606
threshold=34.823977857500005 33.96174662340001 33.361153777850006 0.38045268105000002 0.38772791230000009 0.38512319990000005 0.38906020780000011 0.54413041525000005 0.56748300950000019 0.50035927070000008 31.914316944300001 0.56915960600000015 0.54191491270000014 0.31060447290000009 0.39614083410000006 49.247968080500009 44.952171034750002 0.31100865245000009 49.064150740050003 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.48616807880000007 0.66718062335000017 50.189067467950004 0.47648274005000008 52.834037000700008 38.060777288450005 0.37644082515000005 0.5195503128500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -5 -7 -8 -9 10 -1 -10 -6 14 15 16 -2 -15 27 24 -21 -22 -23 26 -20 -26 -24 28 -19 -30
right_child=13 4 -4 5 12 6 7 8 11 -11 -12 -13 -14 17 -16 -17 -18 18 19 20 21 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10276873394348517 -0.10442991495838228 0.064568775731007874 -0.069065179459572301 0.10165048949874345 -0.037232144502405098 -0.11598509523712726 0.088032563177108461 -0.11781408175488062 0.099490994240784336 -0.11807860974078521 0.037259302003684693 -0.10306633738827237 0.040104299095924605 0.030489283492839594 -0.10768936214587679 -0.10670221509304756 0.089347846147953713 0.0068643327167985276 -0.1119964049982527 0.10914390662554846 -0.10285656620408733 0.057317001762125189 -0.1044403109142184 0.049843146591639201 0.10389365786442446 -0.10142660671211523 -0.013724539586712712 0.00060773049486241028 -0.087965073462193163 -0.0095132654819447479
leaf_weight=0.12504065811117415 0.18242828101574449 0.99548348411917664 0.4520722009037853 0.27198132686316945 0.40119734220206738 0.18814652413129807 0.49299601092934608 0.10890362609643489 0.13430612813681364 0.2014979487285018 0.22626897203372209 0.041507667302084883 0.42463855676032836 2.681223942199721 0.42270942026516412 0.31688607577234507 0.61898293462581933 14.92301183374366 0.77096587438427322 0.2256519049406055 0.2908862891927132 0.75682708621025074 0.41050222597550579 0.42410530976485461 0.10604386031627655 0.080635703294319683 0.38968802557792515 264.99733309868316 1.6631519415532228 13.811813755641195
leaf_count=78 132 27 37 6 6 3 6 18 2 6 11 147 39 18 38 11 12 172 31 1 61 9 63 42 1 82 32 3203 21 318
internal_value=1.42262e-05 0.0128968 -0.00622294 0.00964239 0.0364404 0.0367401 0.0184616 0.0509873 -0.0131575 -0.0510345 -0.0125805 0.0516695 0.00253367 -0.000158522 -0.0279557 0.00218312 0.0452375 -1.64622e-05 -0.000290153 -0.0209826 0.00440632 -0.00599603 0.00822591 -0.0221209 -0.0872 0.0152062 -0.0602623 -4.81093e-05 -0.00576546 -0.0179448
internal_weight=307.137 4.06404 2.24272 1.79065 1.82132 1.23784 0.96586 0.777713 0.284717 0.552808 0.35131 0.175814 0.825836 303.073 1.54101 1.1183 0.801411 301.532 298.851 3.45531 2.49766 2.27201 1.98112 1.2243 0.957645 0.18668 0.80019 295.395 30.398 15.475
internal_count=4633 386 314 277 72 182 176 173 167 95 89 149 45 4247 193 155 144 4054 4036 322 208 207 146 137 114 83 95 3714 511 339
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=0 2 1 1 2 2 1 0 2 2 2 0 2 2 1 0 0 2 2 0 0 2 1 0 2 1 1 2 2 0
split_gain=0.0743036 0.392648 0.517585 0.572574 0.131109 0.216132 0.390118 0.94521 0.463179 0.275883 0.460095 0.619238 0.461149 0.331584 0.226706 0.210552 0.169121 0.394712 0.563019 0.282848 0.599574 0.481546 0.279615 0.262995 0.191759 1.02415 1.03695 0.369019 0.821007 0.876729
threshold=0.66505493850000008 50.427417695700008 0.57854555250000017 0.58454836680000011 49.292797572200008 49.064150740050003 0.31118828780000007 0.39614083410000006 44.952171034750002 47.927946529500012 46.095286511800005 0.54191491270000014 47.309807198350008 47.142075646500011 0.40437412050000004 0.47721625100000004 0.61797550970000004 43.477771593600004 40.806664626150003 0.58887458460000019 0.59751205050000011 42.498713093000006 0.50127241700000014 0.63528038085000016 44.578137159850009 0.4172030777500001 0.3584174126500001 43.895345911700005 43.930205408700004 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 8 -1 10 16 13 -13 -12 15 -11 19 18 -18 24 -21 -22 -19 -24 27 26 -26 -8 -29 -30
right_child=1 -3 3 -5 -6 -7 9 -9 -10 14 11 12 -14 -15 -16 -17 17 22 -20 20 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.10400785416666228 -0.13018634526462849 0.064813759456965589 0.10216892593462067 -0.11076745302627396 -0.018575656077412017 0.034463370119965003 3.7607903610848345e-05 -0.10002055696092715 0.085497858844508084 0.010715078265537784 -0.039715887900449443 -0.048581350995469105 0.043966126133247407 -0.12483977080346809 -0.0057617675935158867 0.045365832353426935 0.043306204323363982 0.10923678577680357 -0.10752427128065339 -0.10893960988503289 -0.10194923374203302 0.030260339342999196 0.058160077255235455 -0.12416555009416359 -0.0089539322431637283 0.044062881559466777 -0.12136019240479301 0.077066750863141534 0.047060479245896063 -0.018999895164213465
leaf_weight=0.16570366237829048 0.48324374449793939 0.37023310142103572 0.30352763089467771 0.21624576841350063 3.7075216152152271 1.8453065492212761 263.07794833183198 1.1885772395762613 0.58187139057554305 3.8465541601181013 1.0813991042086843 0.97250786563381586 1.20618883613497 0.7932964009232818 3.1446802294813097 3.2229221512097865 0.6396333725388097 0.68922796705737688 0.403666169688222 0.73996373656700543 0.35640072262322053 1.213567113940371 0.25395222392398864 0.11491217749426141 2.2963693166384469 1.7602616172516716 1.277095091063529 1.9843089580535878 3.208304164465515 5.3744575964519754
leaf_count=132 129 21 8 94 273 29 2750 60 13 22 44 27 21 26 41 21 132 4 83 72 157 31 58 8 31 35 165 7 24 115
internal_value=1.03566e-05 -0.0231986 -0.0556856 0.0135792 0.000114804 0.000344685 0.000134536 -0.044608 0.043493 0.000425569 -0.000148321 -0.033601 0.00265558 -0.0757369 0.0165758 0.0265121 0.00033016 0.0285939 -0.0150521 0.000119014 -0.0347297 0.000247248 0.0716297 0.00136025 0.000407559 -0.0183714 -0.049126 0.000773587 0.0190965 0.00569399
internal_weight=306.52 1.37325 1.00302 0.519773 305.147 301.439 299.594 1.93615 0.747575 297.658 287.443 4.05339 2.1787 1.8747 10.2142 7.06948 283.39 2.10139 1.0433 281.289 2.30993 1.56997 1.05809 0.368864 278.979 5.33373 3.57346 273.645 10.5671 8.58276
internal_count=4633 252 231 102 4381 4108 4079 205 145 3874 3790 118 48 70 84 43 3672 285 215 3387 260 188 70 66 3127 231 196 2896 146 139
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 2 2 1 0 0 1 1 0 2 1 2 2 0 2 2 2 0 1 0 1 1 0 1 2
split_gain=0.0704629 0.653801 0.641734 0.333825 3.14168 0.907683 0.858525 2.0908 0.862466 0.923023 0.971534 0.835808 0.791355 1.15141 0.789633 0.722941 0.66048 1.21922 0.825837 0.651501 0.63608 1.31516 1.78841 0.566059 0.559598 0.412472 0.480081 0.352226 0.896988 1.07893
threshold=0.47880302985000006 0.47905751325000007 0.47847369840000004 41.16018805045001 40.806664626150003 40.408647214050006 42.720329370750001 43.477771593600004 0.3453339720000001 0.47568935060000012 0.47076434840000009 0.34545372890000009 0.34422622080000004 0.47736594710000008 41.641174900500005 0.3447651268000001 37.995872310650007 38.983591653800012 0.47076434840000009 40.467253020850002 40.21994457600001 38.324118171300007 0.47604862130000009 0.34608245260000009 0.41229304515000009 0.34494476210000008 0.34512439750000007 0.47774018740000007 0.34527409360000011 48.109449608500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 12 8 15 9 10 24 -10 13 16 -13 -8 18 -18 -1 -7 21 22 -14 -16 -5 -11 -27 28 -9 -30
right_child=1 -3 -4 6 -6 19 7 27 11 25 -12 14 20 -15 23 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0055026036967465901 0.041615780018404047 0.00010943098888382369 -0.046352036375258247 0.087224738282033323 -0.16769795073931471 0.1120325151245592 -0.026290442090573532 0.01161084455422309 0.093542243536695838 -0.043220968641131258 0.10143561694383796 0.073183805424186454 -0.1209294040741492 0.11696361336317843 -0.053754823279752499 -0.11498039618192182 -0.085454231870176145 0.020023906977648113 0.11445578750131565 0.01679706619385303 0.0085886184509351253 -0.1155626735896733 0.11157070142153114 0.035844463987317401 -0.032781763125329974 0.033357008455227294 -0.022679400500671899 0.043603594440955039 -0.084982663565024874 0.076282522037027511
leaf_weight=1.7556385555653888 3.8558206758461884 240.76633328999651 3.2385001378133884 0.52685271578775772 1.2083874050422299 1.0202077133581036 1.5949597840299277 11.577809907168559 2.4992095199413589 3.0629311716184002 1.7011472564190624 1.82145151309669 0.58588692046942037 0.85194073617458332 1.4860392650589349 2.1688763331403607 2.0771960591664538 2.3196406380156986 0.85260039102286089 2.4275122669059783 1.6158842338772954 2.1613615626120009 0.76000748574733734 1.3417378801386801 1.4804057714645749 2.6979643395170569 3.5282874796539545 2.0921321101486674 2.1036803990136828 0.51678808033466328
leaf_count=129 18 3460 44 48 38 6 49 196 9 29 9 8 79 3 20 95 25 21 8 82 11 27 4 24 34 15 29 11 99 3
internal_value=5.05891e-06 0.000763669 -0.00303338 -0.000607794 -0.0120779 -0.000630986 0.00442428 -0.0102229 0.0190047 0.00366029 0.0458367 0.0469046 -0.0127454 0.00719276 0.0218343 -0.0773972 -0.00615732 -0.0298071 0.0337103 0.044978 -0.0433232 -0.0672403 0.0103601 -0.0112413 -0.0012832 -0.0131773 0.00160234 0.00529748 -0.000346966 -0.0531792
internal_weight=305.697 244.622 61.075 57.8365 17.6363 16.4279 40.2003 20.0542 20.146 12.9976 3.70841 7.14844 12.9802 7.85702 4.64923 3.76384 7.00508 4.39684 2.60824 3.44772 5.12314 3.50726 1.34589 2.82778 2.00726 9.28918 6.22625 16.2904 14.1983 2.62047
internal_count=4633 3478 1155 1111 433 395 678 453 225 164 91 61 307 186 52 144 183 46 137 88 121 110 83 44 82 73 44 309 298 102
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 0 0 0 2 1 1 2 1 1 2 1 1 0 1 2 2 1 0 2 0 2 2 0 0
split_gain=0.0688149 0.490913 0.266479 0.20869 0.413346 0.412353 0.255256 0.161537 0.135249 0.47723 0.389649 0.945055 0.428768 0.456355 0.553456 0.374106 0.349197 0.21094 0.428583 0.377737 0.36685 0.441436 0.287454 0.553377 0.723185 0.182831 0.159691 0.949402 0.638885 1.24691
threshold=0.62376874945000005 0.47634801355000006 0.68131193680000013 0.51869704500000013 0.5225142959500001 46.095286511800005 0.67668632675000018 0.63528038085000016 0.58388970390000006 47.309807198350008 0.4373072662500001 0.45824975300000009 46.324972967950011 0.46112391845000006 0.47289003325000006 48.823707093150006 0.49284452560000008 0.46551001470000003 0.56685428580000019 0.46280051495000007 39.198779702000003 49.960114208400007 0.4529056016000001 0.58249753000000004 37.817254840650008 0.58984760935000013 44.578137159850009 44.749265482150008 0.51017933595000009 0.53146612375000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 5 -5 7 -6 -3 17 10 -10 -12 13 -13 -15 -11 -16 19 -19 22 -20 -22 26 24 -24 -17 -1 -28 -29 -30
right_child=1 2 -4 4 6 -7 -8 -9 9 15 11 12 -14 14 16 25 -18 18 20 -21 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.00076437124605068917 -0.11495108095283368 0.063545672581939508 -0.10237704370800349 0.11628490788270388 -0.10191530648678962 -0.058520334173817801 0.035637089286338214 -0.0082734843705797572 0.098246492592391918 0.079544314458184495 -0.11750660432977907 0.078136146786955143 -0.1254067813848693 -0.12610174071700689 0.027877905666882859 0.062317328646142423 -0.1007929023466186 -0.11526864184745411 0.063872772905245886 0.043798942336333795 -0.10642150754439024 0.011705350183829736 0.011030151081566755 0.042986890386567354 -0.10674842941130142 -0.02794665230893606 -0.12589315422424802 0.0087530233235951025 -0.11277004142173458 -0.0076204722440917586
leaf_weight=265.72194809161101 0.42262087185554209 0.62500535110302846 0.24132178641320923 0.44621213462960418 0.20322835514252802 1.0013709107879547 0.40130765710637206 0.62771627157417242 0.33567817154107515 1.5374780483543875 0.72691569422386226 0.88745550274325147 0.22659636661410321 0.32972725081344867 1.8582889272875038 0.33287972747348227 0.23792014450009435 0.47213396336883251 0.50729611087626825 1.9636000990867604 0.5326912051241377 0.77895154166617431 0.89744019831414323 0.73870742134749878 1.2439769970369523 0.68857730709714815 0.66522455014274129 12.918160385197554 1.4104788997665298 5.6265309846203309
leaf_count=2805 38 29 179 11 149 29 11 48 9 16 48 12 6 41 73 24 195 13 41 9 33 33 17 6 118 48 30 237 188 137
internal_value=7.93302e-06 -0.0130738 -0.000932358 0.0064752 0.0432807 -0.0106817 -0.0106042 0.0275584 0.000180627 0.0137584 -0.00548979 -0.0136507 0.00767545 0.0167767 -0.00566983 0.0483789 0.0132737 -0.000150702 -0.0303752 8.71059e-05 -0.00833975 -0.0362689 -0.000209664 -0.0316441 -0.057389 0.00146922 0.000106514 -0.00837088 -0.00445316 -0.0286964
internal_weight=304.607 3.96878 3.54616 3.30484 1.05075 2.25409 0.604536 1.25272 300.639 7.16152 4.60258 4.2669 3.53999 3.31339 2.42594 2.55894 2.09621 293.477 2.29107 291.186 1.81894 1.31164 289.222 2.88012 2.14142 1.02146 286.342 20.6204 19.9552 7.03701
internal_count=4633 494 456 277 171 106 160 77 4139 472 384 375 327 321 309 88 268 3667 120 3547 107 66 3538 141 135 72 3397 592 562 325
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 2 0 0 0 1 0 2 2 2 2 1 1 1 0 1 2 1 0 2 2 2 2 2 2 2
split_gain=0.0705437 1.68209 1.65012 0.599887 0.600356 1.20696 1.32138 1.54219 0.51448 0.374016 0.336991 0.326607 1.13416 1.13253 1.1284 1.0372 1.02625 0.924697 2.76322 1.28185 1.14535 0.788113 0.710011 0.558988 0.871082 0.930515 1.78344 0.553174 0.992163 1.96663
threshold=0.47938684470000009 0.47905751325000007 0.47943175355000006 0.47880302985000006 0.47787491390000009 39.656620114300004 0.47811442770000007 0.47847369840000004 0.47736594710000008 0.34536391125000004 0.47709649410000005 41.243661560350013 40.767054867700004 41.32819714970001 40.621691032550004 0.34494476210000008 0.34542378970000004 0.34569324270000007 0.48458129995000004 0.36042334060000009 39.852039223600009 0.36265381275000008 0.53634621715000008 40.574766824850009 40.371455563000005 40.300545846000013 40.148327922700012 41.404176814550006 41.542492784600007 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 8 -6 -7 -8 10 -10 -1 12 14 22 17 -14 -17 -4 -19 20 -20 -21 -13 24 25 26 -23 -15 29 -29
right_child=2 -3 11 -5 5 6 7 -9 9 -11 -12 13 15 27 -16 16 -18 18 19 21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00029665001307370848 0.10859530886633438 -0.1091928644725213 0.031760366879754885 0.038130943448291439 0.046740659128474311 -0.11512812713015952 0.014408669368808273 -0.086444676122741732 0.0075317100895811971 0.048296418077215825 -0.026573231206370708 -0.079898981143503078 0.090324329227346289 0.038706274268157148 -0.043440343774641677 -0.052886253985401671 0.026035129629147342 -0.090159613079722506 0.0088090808291899896 -0.10593994048386197 0.10795938889255668 0.0013625044637122696 -0.0070551493876858775 0.05963009803256103 -0.056286345072454537 0.057682461010156297 -0.10635258000834232 0.0031867893933802648 -0.0005119768857845652 -0.12274413485100644
leaf_weight=34.329890129304204 1.4116064012050618 1.4559720158576954 9.4892540834844095 3.7836473096394903 1.936650164425372 1.865193166770039 4.4404902514070272 2.3023408410372213 6.2204867936670762 3.5268072076141834 5.4019830860197535 3.0742911603301755 2.2129329219460514 3.3245410498057018 5.7614992665912714 1.844522170722487 15.436282305337953 3.3507910817861548 2.6076843244954935 0.7034871056675901 2.1059697130694985 70.055772726195073 2.3692997158359503 1.5605200042482454 2.7314057066832893 2.807976760363089 1.5715900798750215 3.2324778994661747 100.73683205659472 2.0119662870274624
leaf_count=963 22 12 49 18 11 17 33 40 30 24 37 37 7 26 48 12 147 23 30 7 25 1121 20 12 32 24 38 27 1716 25
internal_value=-4.77953e-07 -0.00291355 0.000796991 -0.000488446 -0.00292285 -0.0245868 -0.0406341 -0.0200277 0.00169402 0.0222814 -0.0033566 0.000154899 0.00375171 -0.0036767 -0.000443905 0.0258656 0.0176112 0.00211036 -0.00110532 0.00244099 0.0531075 -0.000565708 -0.048194 0.00037589 -0.00082239 0.00121286 -0.00100089 -0.00145967 -0.00271964 -0.0451251
internal_weight=303.664 65.2635 238.401 63.8075 60.0238 10.5447 8.60802 6.74283 49.4792 9.74729 39.7319 236.989 122.24 114.749 102.746 19.4937 17.2808 96.9845 87.4952 84.1444 4.71365 79.4308 5.44359 78.7273 77.1667 74.4353 71.6274 109.306 105.981 5.24444
internal_count=4633 1185 3448 1173 1155 101 90 73 1054 54 1000 3426 1575 1851 1409 166 159 1361 1312 1289 55 1234 57 1227 1215 1183 1159 1794 1768 52
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 1 1 2 2 1 1 1 0 0 2 0 0 0 0 1 2 2 0 2 2 0 2 0 0 0
split_gain=0.0679182 0.379935 0.363122 0.215316 0.24473 0.188756 0.148738 1.44093 0.133678 0.350674 0.572046 0.34607 0.295824 0.729909 0.2699 0.980158 1.38538 0.678178 0.404365 0.436922 0.307283 0.162447 0.209514 0.759899 0.220685 0.16056 0.122195 0.100553 0.748777 0.853082
threshold=0.31060447290000009 49.247968080500009 48.823707093150006 36.952388736350009 0.3733870243500001 0.31100865245000009 0.31168228495000011 48.823707093150006 48.823707093150006 0.40272746325000003 0.48522499325000007 0.39150025445000008 0.58984760935000013 0.58887458460000019 46.095286511800005 0.54191491270000014 0.5054040298000001 0.54413041525000005 0.6310290111500001 0.57854555250000017 47.927946529500012 51.757767929250001 0.65010029640000011 50.427417695700008 49.247968080500009 0.61400856260000014 48.553014326500012 0.54504356155000011 0.54353163080000011 0.54191491270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 7 26 14 11 12 -10 13 -11 27 16 -16 -17 20 -20 -19 22 24 -24 -12 -23 -7 28 29 -8
right_child=5 -3 -4 4 -6 6 8 -9 9 10 21 -13 -14 -15 15 17 -18 18 19 -21 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.10205621494080873 0.026818951100514982 -0.10614081715058186 0.1035945350373277 0.014717631806109396 -0.10592223594177004 0.0060631917005368827 0.0010262092575784977 -0.10336280503793881 0.015231224463776736 -0.10646999810568331 0.1006144018702082 0.082030551184830561 -0.13401357001030795 0.11009281503009938 0.0039917989667015395 0.10451681333850465 -0.12443751271987225 -0.012676554657612069 -0.11166625437120875 0.018985907427014496 0.056890749999806658 -0.10228316130607601 -0.12984538316761488 0.091455469473772324 0.017656879477437486 0.012178827750326934 0.056336421717282203 -0.0038348233085893028 0.031785554643992714 -0.041009771315095311
leaf_weight=0.11178851500153431 2.6241009333170942 0.38926463574171055 0.29539020359516144 0.32446748716756701 0.34904359026404563 0.90410328016150665 218.66765434377612 1.2904879422858355 2.6384934193338263 0.42729369754852109 0.5720898285508158 1.0984485355656941 0.42724029056262225 0.24479381740093231 1.7062738624517799 0.67901858687400807 1.6542227307800201 1.4967006696388132 0.60829005218693033 0.44190610750229098 1.1027390309609471 0.19894918979844067 0.30288697345531534 0.3181418624590151 0.72967868729028851 0.31913381163030863 1.0392187386751175 48.929853211575619 7.7145268693566313 4.936784340068697
leaf_count=2 18 14 3 16 160 42 2353 16 31 102 4 42 21 1 32 4 54 34 39 16 18 39 32 14 40 22 4 1382 50 28
internal_value=1.13365e-05 -0.0214316 0.00908072 -0.0264706 -0.0478033 0.000116029 -0.000118755 -0.0214486 0.000114894 0.0135002 -0.00905335 0.0348664 -0.0689511 -0.0275915 -0.000223398 -0.0187069 -0.0592282 0.0127513 -0.00432176 -0.0566899 0.0168354 0.0179235 0.0313146 -0.016477 0.0541143 -0.0317758 0.0329475 0.000283732 0.00115491 9.81303e-05
internal_weight=302.543 1.46995 1.08069 0.7853 0.673511 301.073 298.449 3.23381 295.215 7.27715 3.54021 3.73694 1.09933 0.672088 287.938 7.68915 3.3605 4.32865 3.64964 1.0502 2.59944 2.44088 1.9228 0.621029 1.30177 0.518083 1.94332 280.249 231.319 223.604
internal_count=4633 195 181 178 176 4438 4420 62 4358 348 275 73 124 103 4010 197 86 111 107 55 52 151 90 46 44 61 46 3813 2431 2381
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=1 1 1 2 0 0 0 1 0 1 0 1 0 0 0 0 0 2 2 2 0 0 0 2 2 2 1 0 2 2
split_gain=0.0694714 0.888134 0.298023 0.767898 0.968078 1.16226 0.668779 0.428234 1.48689 0.367639 0.443452 0.397247 0.266356 1.32435 1.02007 1.5119 0.974604 0.256831 1.15255 0.693151 0.645501 2.19949 0.496335 0.568423 0.73375 1.64196 0.447205 0.322153 1.2113 1.03664
threshold=0.34506451900000007 0.34503457980000002 0.34527409360000011 40.858951393400005 0.48233585820000008 0.47736594710000008 0.47868327295000007 0.3453339720000001 0.47820424540000012 0.34545372890000009 0.47961138885000004 0.34548366815000003 0.48265022005000008 0.48185683060000012 0.47976108500000009 0.47943175355000006 0.47847369840000004 41.319407281650008 40.806664626150003 41.404176814550006 0.47736594710000008 0.47697673720000006 0.47449178170000011 39.525197829750006 38.983591653800012 38.110427674550003 0.34377713240000007 0.47568935060000012 43.477771593600004 42.759119507950011
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 -2 8 -4 10 -9 -11 13 14 15 16 17 18 20 -19 21 22 23 24 25 26 -1 29 -29 -21
right_child=2 -3 7 4 -6 -7 -8 9 -10 11 -12 -13 -14 -15 -16 -17 -18 19 -20 27 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.023751382552487595 0.0083746578862671141 -0.063535418820927558 -0.11021019173328882 0.034716797201547134 0.055402702116414987 -0.036965975866137896 0.11855367629810119 0.039830383222865327 0.017807985835864293 -0.038416526721269176 -0.0013008269907337075 -1.8522528841963104e-05 -0.019471791065987815 0.072604150020859376 -0.059122247713622567 0.073158758057591575 -0.069410123997411075 0.08298171277719367 -0.092145987319031952 0.062759822835755708 0.046534466270544687 -0.18075061783796817 0.059327075457672553 -0.071422524642912932 0.067372758571726962 -0.15634883826125345 -0.0809742388161169 -0.059659041804769213 0.043286581090535632 -0.0035154987752639868
leaf_weight=3.3340659480199908 1.0072995791624628 2.339330140821402 1.5155610089423128 3.6002019350416941 2.916053667664527 6.0847945744171739 1.215940326452255 5.0936604824928491 2.2604689262807369 2.7279481748118988 5.4001820888370275 218.338350764393 6.4202760495245448 2.5264874398708335 2.9041523043997577 2.7943127751350394 2.0954623023280865 1.1656376272439981 1.5075538148394123 3.0402296230677193 2.4372136220335969 0.7074119448661812 1.3130053877830503 1.1661952243302947 1.4290207177400587 0.69385890293051478 0.4645733993165776 2.8851529364474109 1.8928419850417411 10.549338079483276
leaf_count=141 67 18 40 34 18 37 6 36 15 19 46 3540 35 9 15 11 29 4 29 79 10 6 8 31 10 14 38 38 11 239
internal_value=7.85324e-06 -0.00333049 0.000697327 0.0144496 0.00488962 -0.0103194 0.0686341 -0.000168952 -0.0335739 0.000375778 0.0186641 -0.000492352 -0.000475261 0.00236727 -0.0020273 0.00239721 -0.00330408 0.000946893 -0.00991338 0.00820418 0.000824288 -0.0114071 0.00285302 -0.00760885 0.00495873 -0.0148946 0.0109434 0.00345867 -0.0188763 0.0113115
internal_weight=301.827 51.6661 250.16 14.8243 12.6011 9.685 2.22324 235.336 3.77603 231.56 10.4938 221.066 49.3268 42.9065 40.38 37.4759 34.6816 32.5861 13.0529 19.5332 11.5453 9.10813 8.40072 7.08771 5.92152 4.4925 3.79864 18.3676 4.77799 13.5896
internal_count=4633 775 3858 162 89 71 73 3696 55 3641 82 3559 757 722 713 698 687 658 287 371 258 248 242 234 203 193 179 367 49 318
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 2 2 1 0 0 2 2 0 1 1 2 0 2 0 0 0 2 1 1 1 0 0 2 0 0
split_gain=0.0677583 1.26714 0.609855 0.923991 1.55946 0.582804 0.578383 1.03595 0.712595 2.15074 2.14593 1.21321 0.727782 0.625807 1.20897 1.22545 0.867347 0.59673 1.65858 1.32077 0.889318 0.583819 0.536121 0.871008 1.08309 0.710301 0.619686 0.502492 0.434169 0.412536
threshold=0.50291907430000016 0.5054040298000001 0.37644082515000005 39.852039223600009 0.37043801085000005 39.262923716450011 38.238138001450004 0.38045268105000002 0.52252926560000013 0.52366695610000014 39.955516828000007 38.324118171300007 0.5195503128500002 0.38512319990000005 0.39394030120000006 47.74983977685001 0.5276039639500002 37.345948426100009 0.54986377655000018 0.52252926560000013 0.55980359870000018 37.688226470200007 0.38334181610000007 0.39078171310000004 0.39431454150000006 0.52863686715000002 0.54353163080000011 40.040404835300002 0.5116313883000001 0.53017873715000008
decision_type=2 2 2 2 2 2 2 2 2 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 28 -2 17 -8 10 -10 -9 -11 -12 -13 15 27 -16 22 19 -19 -20 -22 -4 -24 -25 -26 -27 -15 -5 -18
right_child=1 2 6 4 -6 -7 7 8 9 11 12 13 -14 14 16 -17 29 18 20 -21 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.0014221231884760863 0.010356909168895334 0.015382248055028417 -0.072295945188499008 0.023852854464083577 -0.13434501272768781 0.073879770349466481 0.05861377660349374 -0.085389075554398064 0.071070215579264795 0.10769899916567022 -0.023235779397257701 0.064297534245997615 0.056173405765075318 -0.042905788155709501 0.054288283830658625 0.019592592773167921 -0.042812810927098439 -0.011456920450933671 0.08706106858723961 -0.12864496875986867 0.020764631058064587 -0.11104252434513587 0.037730084509824735 -0.13680196426581451 -0.11003786715723818 0.040845953853433467 -0.029870356151690099 -0.13030998693076787 -0.047854464537844782 0.0009150438026815132
leaf_weight=156.91699837445321 2.509499415755271 3.1783604454249126 0.9865353442728545 1.5547766303643586 1.6179040460847316 3.4027191747445613 3.3704425226896992 3.489675962366162 4.6457465102321285 1.0616389051428985 2.1977287781774066 1.4989858297631133 2.4305575136349944 1.1359123471193009 3.0227540155392481 1.4849087646871337 2.2146907456117324 1.6438111653551453 1.1776243164204063 2.3178655431838706 0.86218408681452252 0.55068311815557536 4.5987843144685012 0.70027117966674257 0.57504558516666282 2.61652424413478 2.3540360695762956 1.5625712282489983 1.8479581981664521 83.505646261241054
leaf_count=1868 12 23 9 13 47 41 31 32 35 10 29 8 14 12 91 19 147 12 24 36 22 38 32 14 18 38 379 78 33 1468
internal_value=1.56663e-05 0.00158117 -0.00035825 -0.0268099 -0.05352 0.0469169 0.00130997 0.00401685 0.00231694 0.0046271 -0.0261782 0.00139443 0.0184662 0.000199234 -0.000834728 -0.0533688 0.00164175 -0.0151258 -0.039336 -0.0800203 0.0228833 -0.0306089 -0.00171806 0.00470239 -0.0196156 -0.00481791 0.00735501 -0.0935177 -0.01509 -0.000214719
internal_weight=301.033 144.116 138.204 8.199 5.02064 5.91222 130.005 111.621 108.251 100.133 8.11796 95.4871 4.62829 94.4255 92.9265 4.18339 88.7431 18.3834 6.55217 3.96168 2.59049 1.41287 11.8312 10.8447 6.24588 5.54561 4.97056 2.69848 3.40273 85.7203
internal_count=4633 2765 2712 116 93 53 2596 1974 1943 1868 75 1833 43 1823 1815 109 1706 622 132 48 84 60 490 481 449 435 417 90 46 1615
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 0 2 1 1 0 1 1 0 1 1 1 1 1 1 1 2 1 0 0 0 0 0 1 2
split_gain=0.0672434 0.937862 0.428667 0.949816 0.465775 0.733716 0.341319 2.50425 0.837156 1.99759 0.974068 0.922966 1.06849 2.25015 0.686089 0.897675 0.771495 1.38437 0.425506 1.23036 1.09217 0.824609 0.359612 1.01528 0.94548 1.60611 0.88191 0.875174 4.52469 2.99174
threshold=41.319407281650008 41.32819714970001 41.16018805045001 41.184662530950007 0.36618664115000005 0.54353163080000011 0.47880302985000006 40.806664626150003 0.3447651268000001 0.34491482290000003 0.47905751325000007 0.34512439750000007 0.34569324270000007 0.48119816770000007 0.35331277505000008 0.34521421515000011 0.34494476210000008 0.3447651268000001 0.34626208795000007 0.36042334060000009 0.36265381275000008 39.852039223600009 0.41808628485000005 0.53998383280000006 0.54191491270000014 0.54353163080000011 0.54413041525000005 0.55619592225000014 0.42307116555000007 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=2 -2 6 -4 -5 -6 7 14 -8 -10 -11 -12 -13 -14 15 16 17 -1 -15 21 -21 -20 -22 -24 -25 -26 -27 28 -28 -30
right_child=1 -3 3 4 5 -7 8 -9 9 10 11 12 13 18 -16 -17 -18 -19 19 20 22 -23 23 24 25 26 27 -29 29 -31
leaf_value=0.002086640698742529 -0.07352914807107748 -0.00062232111289914262 0.074391305643262129 0.019928121538611638 -0.077708008828032471 0.024528704312869246 -0.048176407111103131 -0.15442830363368443 0.091814642044538652 0.084449085915275779 -0.068348062784948857 0.036388467558627915 -0.10912509872460573 -0.035905265861743134 0.076218899864850961 -0.054900768659480265 0.054528148153354439 -0.13012956649711993 0.0079857354475103958 -0.10678944085743824 0.0054838006753860167 0.086292228479989005 -0.080724020099338323 0.061722199039589955 -0.090958178711836188 0.077492630916052019 0.029270155100878343 0.0073227479033549136 -0.026360940847285644 -0.19194443661512683
leaf_weight=10.787917796462359 1.7858623415231694 146.96540857689979 2.5105453132200628 6.3886047008563747 1.470479076728225 1.3431354815111261 3.2412518598139277 1.1657536084021547 2.4976301006972781 1.3953069373965252 1.9206158742308606 8.1649242714047414 1.8960661888122547 3.0566989816725245 1.0249093764532506 3.3017489536923668 2.4111959883921363 0.85466490730687006 2.602683573961257 0.96079736202955146 55.008342707296833 2.7824565833434463 1.7923391174990673 2.086222307290881 2.1638403721153727 1.3413521051406885 5.7304280896205473 18.76082898463028 2.2742480926972348 2.0975418761372566
leaf_count=231 17 2500 22 42 23 18 18 40 11 4 11 40 14 15 43 35 73 42 30 9 489 32 20 9 13 4 34 733 43 18
internal_value=1.15081e-05 -0.00149762 0.00149784 0.0198717 0.00499774 -0.0289033 -4.68738e-05 -0.0122993 0.00195264 0.00334694 0.00140929 0.00038064 0.00157286 -0.00119902 -0.003285 -0.00798 0.00304341 -0.00761916 0.000833962 0.00198457 -0.000728642 0.048446 0.00038804 -0.00734531 -0.00352812 -0.00773368 -0.00177148 -0.00545512 -0.0291849 -0.105806
internal_weight=299.784 148.751 151.033 11.7128 9.20222 2.81361 139.32 19.5462 119.774 116.532 114.035 112.639 110.719 102.554 18.3804 17.3555 14.0538 11.6426 100.658 97.6011 92.2159 5.38514 91.2551 36.2468 34.4545 32.3682 30.2044 28.863 10.1022 4.37179
internal_count=4633 2517 2116 105 83 41 2011 464 1547 1529 1518 1514 1503 1463 424 381 346 273 1449 1434 1372 62 1363 874 854 845 832 828 95 61
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 1 2 2 1 0 2 0 0 0 0 0 0 2 1 1 2 2 0 1 2 2 1 2 1 0
split_gain=0.0590824 1.05109 0.531791 0.513659 0.879938 1.88579 1.95863 0.483784 0.844069 0.622611 0.72008 0.789642 2.76896 1.35094 1.45615 0.604915 1.83855 1.75208 1.4196 2.56178 0.725056 0.710868 0.44714 1.41149 0.805335 2.02682 1.13871 1.13112 0.744396 0.422213
threshold=0.50291907430000016 0.5054040298000001 39.262923716450011 0.37644082515000005 43.321682097200004 0.36510882910000009 39.852039223600009 38.238138001450004 0.38045268105000002 0.5195503128500002 38.171717059500004 0.52252926560000013 0.52290350590000012 0.52324780695000006 0.52366695610000014 0.52252926560000013 0.52507409960000018 39.955516828000007 0.39078171310000004 0.39500314360000005 38.474425342400004 40.94178426300001 0.53146612375000013 0.39431454150000006 41.444941515100005 44.026978245600006 0.39500314360000005 44.279556297950009 0.39787730910000002 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 -7 9 -9 -5 11 -11 -13 -14 -15 17 18 -10 -17 -20 -18 -19 23 -22 26 -26 -25 -27 -28 -24
right_child=1 3 -4 7 -6 6 -8 8 15 10 -12 12 13 14 -16 16 20 21 19 -21 22 -23 29 24 25 27 28 -29 -30 -31
leaf_value=-0.0013240031375594749 0.0088358940071257535 0.06869066711745217 0.070350465430028333 -0.068372092526303968 -0.091535185427226384 0.0088854778886298478 -0.12903432189781192 0.053518699076337342 -0.077628867636466592 0.053739077094427802 -0.1211021395960926 -0.24116758753477782 0.12031575684564462 -0.16108238530865959 -0.0039134868683901912 0.077757601441528101 0.040697758679943852 0.060618386755460801 -0.16987265562097642 0.081874135687858937 -0.11645235079018118 -0.018664775010592046 0.017209761177923472 0.10970884084847249 -0.13541963330093107 0.099371737755245215 0.051482119413783167 -0.10173213260971857 -0.10832658218852108 -0.0025246017203010007
leaf_weight=156.18864156594373 2.4930638223886481 2.1239686217159024 3.2211018979432993 1.8800631706835726 1.5865422807401044 2.5615983149036765 1.7217598143033681 3.3048469964414826 3.4798592207953316 2.0783715527504691 0.54013203305658031 0.50945618003606696 0.82513314485549827 0.62094218283891578 11.636832454722478 5.477805057540535 4.2923515637230585 2.0318713039159775 0.7184376362711189 0.92420038580166874 1.379596106475218 2.550446544539227 12.872352138685526 1.1788999289274218 1.2024370708968493 0.9855612628161905 0.57406562846153952 0.39050139458413469 0.59211955219507217 68.713987456580071
leaf_count=1868 12 12 41 27 37 21 46 31 32 17 14 4 2 5 553 27 34 7 20 44 62 36 98 3 56 5 12 109 31 1367
internal_value=1.93097e-05 0.00149199 0.0435119 -0.000263782 -0.0248606 -0.00835111 -0.0465534 0.00126327 0.00374156 -0.0138974 -0.00757964 -0.0036668 -0.0124446 -0.00353797 -0.0118752 0.00220934 0.00434811 -0.024134 0.0533065 -0.0282319 0.00056639 0.0164906 -0.00139355 -0.027055 -0.00200578 -0.0405752 0.0404026 0.0423021 -0.0296592 0.000589004
internal_weight=298.657 142.468 5.71417 136.754 7.99387 6.40733 4.28336 128.76 110.669 18.0909 16.2109 15.6707 13.5924 13.0829 12.2578 107.364 99.3023 8.06218 7.12044 1.64264 92.1819 4.58232 87.8895 6.30318 4.92358 2.5785 2.34509 1.37606 1.16619 81.5863
internal_count=4633 2765 53 2712 116 79 67 2596 1974 622 595 581 564 560 558 1943 1868 75 91 64 1777 43 1743 278 216 170 46 114 43 1465
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 0 1 1 2 2 0 1 2 0 0 1 1 1 1 1 1 0 2 1 1 1 1 0 0 1
split_gain=0.0676303 0.178867 0.250546 0.458539 0.155978 0.148059 0.207378 0.112697 0.278355 0.41533 0.226489 0.163832 0.118679 0.534247 0.224619 0.27594 0.214187 0.298808 0.475604 0.0898209 0.557454 0.360431 0.500835 0.340595 0.488932 0.103349 0.331582 1.53844 0.996342 0.750051
threshold=34.823977857500005 0.54413041525000005 0.49405706415000006 0.34007963835000005 0.42314601355000009 0.56748300950000019 0.43643902880000007 0.31060447290000009 49.247968080500009 48.823707093150006 0.3733870243500001 0.31100865245000009 49.064150740050003 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.48616807880000007 0.4995808509000001 0.50491003265000012 0.4995808509000001 0.50491003265000012 0.65010029640000011 45.044778924400006 0.57854555250000017 0.58454836680000011 0.45824975300000009 0.46097422230000007 0.56065686655000013 0.56300709560000006 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -7 8 9 10 -2 -9 19 -14 -15 -16 -17 -18 -19 25 -21 22 -22 -23 -25 -13 -27 -28 -29 -30
right_child=7 5 -4 -5 -6 6 -8 11 -10 -11 -12 12 13 14 15 16 17 18 -20 20 21 23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.049962521356908235 0.013840585540023403 -0.11037105738320817 0.037063123619484183 -0.1092964237525542 0.07023060175919453 0.088599813979691702 -0.10263568468012779 0.024896935485501651 -0.10548639417762717 0.10326318617547497 -0.10533123248033796 -0.00023892019106488903 -0.087337531355255293 0.10777383055513785 -0.10250125180187197 0.052029805168933178 -0.10319636292073903 0.06477940898980275 -0.10212817212792345 -0.1164986069769253 -0.10031675381003523 -0.12561452589627681 0.099765479404559848 0.098965271299005453 -0.11109315391582081 0.050654409736689915 -0.16745535320051058 0.094993611550691179 -0.11980264273396024 0.0074301988493407009
leaf_weight=0.15160773554589457 0.32455857191234716 0.20038321218453337 2.5150742586702108 0.37280337377978867 0.37511752475984395 0.13289448502473533 0.098910459699482089 2.6140910591930142 0.35199699900113046 0.26988445222377777 0.31354188288059959 275.31830818644812 0.84875550345532191 0.19674983620643649 0.25021793646737966 0.71751646697521199 0.30063001540838719 0.55752980709075928 0.24607535710674711 0.46882624624413338 0.15867796818929469 0.28940014718318707 0.59130900911986828 0.27061772521119565 0.18763716625107918 1.6836001699557508 0.50248184183146793 1.2397128359880296 0.50872562604490656 5.1925608514793566
leaf_count=59 16 27 39 43 17 10 191 18 14 3 160 2954 114 1 61 9 56 8 73 39 212 124 5 6 70 20 9 8 83 184
internal_value=1.86905e-05 0.0131919 0.0208635 -0.0244306 0.0356353 -0.0474188 0.00700021 -0.000154023 -0.0299968 -0.000731889 -0.0447166 -2.53144e-05 -0.000250331 -0.0196562 0.00566415 -0.00403197 0.00949281 -0.0181471 0.0136699 -3.91062e-05 -0.0213376 0.00845186 0.0574332 -0.0406823 0.0129547 0.000108138 0.0105771 0.00151228 0.0137444 -0.00392278
internal_weight=297.25 3.84679 3.4146 0.899529 0.526725 0.432188 0.231805 293.403 1.25998 0.907985 0.6381 292.143 289.529 3.11747 2.26872 2.07197 1.82175 1.10424 0.803605 286.412 1.96647 1.49764 0.749987 0.747655 0.458255 284.445 9.12708 7.44348 6.941 5.70129
internal_count=4633 386 158 119 76 228 201 4247 193 179 176 4054 4036 322 208 207 146 137 81 3714 456 417 217 200 76 3258 304 284 275 267
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 0 1 1 2 2 2 1 2 1 1 0 1 1 2 1 0 0 0 0 0 2 2 2 0 0
split_gain=0.0657794 1.76321 0.648315 1.38881 1.03182 0.670761 0.65823 1.74873 0.38656 3.35026 0.988102 0.326431 1.22362 4.69804 0.417658 0.371382 1.3925 1.34639 0.887013 0.600603 0.54246 0.536803 0.309985 0.274723 0.310037 0.28258 0.976365 0.993949 0.879984 0.714788
threshold=0.3459626957000001 0.34608245260000009 0.34569324270000007 40.986363433950011 0.34566330350000002 0.48654231910000006 0.34560342505000002 0.34554354660000003 42.206017975500011 42.684965421050009 43.084051236300006 0.34542378970000004 41.319407281650008 0.34545372890000009 0.34536391125000004 0.47938684470000009 0.34524415440000006 0.34518427590000006 41.489621506400006 0.34479506600000004 0.47847369840000004 0.47811442770000007 0.47774018740000007 0.47820424540000012 0.47787491390000009 41.444941515100005 41.873095646600007 42.498713093000006 0.47500074850000013 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 11 -5 -10 -11 14 -13 -14 15 16 20 18 19 -17 23 22 -18 24 25 29 -27 28 -28 -1
right_child=1 -3 3 8 -6 -7 -8 -9 9 10 -12 12 13 -15 -16 17 21 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.019530490635604705 -0.082710969384660812 2.5314958328797135e-05 -0.050027335283788846 0.048440601596365034 -0.052084345534887534 0.040855910968093462 0.049449496590535873 -0.077844398756541047 -0.14107493090883691 0.092297245486651427 -0.0069279396184111653 0.052928685621043907 0.086638170832829348 -0.13615993569099313 -0.035783293151717126 0.034279277115273864 -0.15196165871571649 0.042840988233647841 -0.035852324531707093 -0.014442933431048683 -0.03796818059417259 -0.025915250065913956 -0.067846250990604234 0.046292646388153315 -0.037723273868456191 0.055915353941975124 0.0043430937727588406 0.0085177409407969536 -0.1387953033038872 0.033155248294213048
leaf_weight=11.140060668157274 2.6126937605440608 182.40318291978451 2.3265071995556346 7.5713549777865392 3.8125202194787553 4.0382604300975791 2.530299622565507 2.9586811962071797 1.1128615317866204 2.5947424275800586 1.636596532538533 4.7190198674797994 1.9164566313847899 1.8698847906198353 3.4346798814367494 5.4587951153516823 0.77824484880966283 8.2345444671809656 6.385224532801657 4.7157637067139149 3.5318221998168147 1.6890880670398472 1.0024507492780683 1.4097601734101761 1.9288372760638584 3.9091224878357052 0.8110738196437548 15.768794316496495 0.91294252406805754 3.3492866493761531
leaf_count=344 17 3288 12 27 32 30 13 20 16 64 18 19 15 32 30 22 43 39 37 29 39 10 5 9 13 36 40 291 30 13
internal_value=1.33677e-05 -0.00114304 0.00193142 0.0210946 -0.00110149 0.001 -0.000819553 -0.00229987 0.0339059 0.013314 0.0539189 0.000394154 0.0189535 -0.0233907 -0.00172582 -7.88583e-05 -0.00537439 0.00979518 -0.00663723 0.0116972 -0.000430687 -0.0663007 -0.104609 0.00294877 0.00133311 0.00343204 0.0107329 0.000635972 -0.071455 -0.00735191
internal_weight=296.564 185.016 111.548 15.2421 96.3056 92.4931 88.4548 85.9245 12.9156 5.3442 4.23134 82.9659 8.50536 3.78634 74.4605 71.0258 46.2315 24.7943 16.5598 10.1746 42.7617 3.46978 1.7807 39.2299 37.8201 35.8913 21.4019 17.4928 1.72402 14.4893
internal_count=4633 3305 1328 137 1191 1159 1129 1116 125 98 82 1096 66 47 1030 1000 873 127 88 51 815 58 48 776 767 754 397 361 70 357
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 0 0 0 1 2 1 0 0 0 1 2 0 1 1 0 1 0 0 0 0 2 1 1
split_gain=0.149304 0.239827 0.0758866 0.0846126 0.163236 0.378219 0.253064 0.952014 1.18875 0.58175 0.374238 0.331313 0.247146 0.373637 0.231046 0.227224 0.413412 0.675491 0.20089 0.205907 0.265751 0.194701 0.293637 0.361391 0.128144 0.117489 0.297357 0.101438 1.4978 0.879628
threshold=0.39587138110000003 0.3733870243500001 0.39614083410000006 0.39672464895000009 48.823707093150006 48.96897326980001 46.095286511800005 0.54191491270000014 0.5054040298000001 0.6310290111500001 0.57854555250000017 47.74983977685001 0.36042334060000009 0.53312775065000018 0.55688452445000014 0.41160444300000004 0.32012514595000008 35.771221912400001 0.55788748840000013 0.4529056016000001 0.45628873390000008 0.58035687555000015 0.48522499325000007 0.61400856260000014 0.53203496900000014 0.62071494865000021 0.66718062335000017 43.895345911700005 0.34479506600000004 0.34488488370000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 -6 15 8 -8 11 -11 -9 -7 24 -15 -5 17 -17 -16 -20 -21 -22 -23 -24 -14 -25 -27 -18 -29 -30
right_child=2 -3 3 4 5 12 7 9 -10 10 -12 -13 13 14 18 16 27 -19 19 20 21 22 23 25 -26 26 -28 28 29 -31
leaf_value=0.0073517515784674164 0.025718071463903348 -0.11836313841709784 -0.018043154687875842 0.061034401182271353 0.041897371966296768 -0.025797679301697303 -0.0023071010351679785 -0.0093275295180991532 -0.12293104869425808 -0.11031013372428791 0.016847373203661024 0.05838904547999986 0.040475791380780696 -0.10560722782636066 0.10697940048850139 0.036674913143926846 -0.00015740564755969283 -0.13352343764990213 -0.10253241319539459 0.10906295136580471 0.041893048638644695 -0.14306581245964076 -0.1145888892523646 0.068230020953109247 0.11673259697782522 -0.10424122442989317 0.047724509139161993 -0.12870023831806829 0.11881498322329319 0.0091028144460213855
leaf_weight=0.33684179885312815 1.153574576601385 0.27615965250697627 2.5707465910818419 0.61348003381863137 3.075522233382797 2.4356968451174907 1.7491495124995702 1.1223171926103535 1.533087247633375 0.5347202272969297 0.4080988035275368 2.0282532400451601 0.56570067018128645 0.20432626411275157 0.1792767941951755 0.39009232819080253 256.0072843976086 0.57975585747044533 0.19038652397284783 0.22398622334003482 0.58826802857220162 0.18782186158932734 0.24963594670407452 0.33583041932433844 0.36098173260688782 0.2003194022399839 0.36045838263817132 0.76713065063813957 0.76716077327728527 15.412028958467998
leaf_count=18 18 170 24 38 26 22 33 28 54 39 16 28 68 33 1 7 3272 68 50 1 20 13 54 9 1 21 43 13 2 443
internal_value=1.74187e-05 -0.0492833 0.000119935 1.93728e-05 0.000178902 0.0133179 -0.00024793 -0.0185272 -0.0586489 0.0136439 -0.0552701 0.0342666 -0.00113249 0.0153405 -0.00334108 0.000243155 0.000107007 -0.0650663 0.00496409 -0.00286273 0.00597834 -0.00603286 -0.0271662 -0.00817507 0.070181 0.0214529 -0.00656025 0.000338578 0.00783138 0.014305
internal_weight=295.408 0.613001 294.795 293.642 291.071 9.15821 281.913 7.37563 3.28224 4.09339 0.942819 3.15057 6.08269 3.64699 2.72031 274.537 273.923 0.969848 2.51598 2.33671 2.14632 1.92233 1.33407 1.14624 0.926682 0.896608 0.560778 272.954 16.9463 16.1792
internal_count=4633 188 4445 4427 4403 362 4041 198 87 111 55 56 336 314 245 3843 3805 75 212 211 161 160 140 127 69 73 64 3730 458 445
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 2 0 1 0 1 1 1 0 1 1 0 2 1 1 0 1 1 0 0 1 0 1 1 1
split_gain=0.126768 0.219329 0.0694834 0.150327 0.110222 0.446941 0.218036 0.181843 0.248025 0.289215 0.212056 0.257995 0.193199 0.153921 0.0895166 0.487187 0.309691 0.440881 0.297624 0.432934 0.0747234 0.638776 1.88644 0.881926 0.594387 0.466784 1.18121 0.835419 0.414975 0.573519
threshold=0.39587138110000003 0.3733870243500001 0.31060447290000009 0.31100865245000009 49.064150740050003 0.55688452445000014 50.189067467950004 0.55788748840000013 0.50491003265000012 0.66718062335000017 0.48522499325000007 0.48616807880000007 0.4995808509000001 0.47648274005000008 0.4995808509000001 0.50491003265000012 0.65010029640000011 45.044778924400006 0.57854555250000017 0.58454836680000011 0.56579144335000009 0.43837010870000009 0.44512140355000007 0.57559653900000007 0.56345618395000019 0.45107930900000009 0.5619592227500001 0.44618424600000006 0.43694799560000003 0.43220262865000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 9 10 -9 -12 -13 -8 20 -16 17 -17 -18 -20 24 -22 23 -23 25 27 -27 28 29 -5
right_child=2 -3 3 4 5 7 13 8 -10 -11 11 12 -14 -15 15 16 18 -19 19 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0066174532906434717 -0.027768811082551637 -0.11650248430602191 0.024105931091217239 -1.932486237777492e-05 -0.10974960748889254 0.10627130080701082 0.10339970692799938 -0.10204944959103641 -0.10202609062920515 0.11007583784377489 0.050044572697369505 -0.10279277284090933 0.017383484532087729 -0.10114568446143601 -0.11500443998897102 -0.10028510085812213 -0.12548530756482495 0.096094597004823742 0.09538797951707409 -0.11013827198205184 0.037673182287154924 -0.13931669884803466 0.0094738265618714256 -0.010717404596628859 -0.045759056583194589 -0.090293906497676324 0.022997546590689463 0.05097133539699035 -0.035536011750474383 0.034939790179398758
leaf_weight=0.33679967373609443 0.8915357364458022 0.25366566675438662 2.6050339381908989 245.89145385927714 0.63189750268793377 0.16324198246002231 0.093478001654148102 0.20397674609557714 0.22593082435196254 0.24445751309394825 0.66111752390861489 0.2704698955785716 0.26468442566692829 0.060663799843496236 0.42937028696905954 0.14498896249278892 0.25731137894649692 0.54049061704427004 0.24928067738073878 0.17405299622510029 4.9227510639175334 1.3592961851682077 15.24987842523751 0.87756691736649362 2.8282538254861711 1.8861051920248419 1.7972599319182336 3.2815548856742671 3.2100976215442634 4.7840489852242163
leaf_count=18 52 170 16 2709 31 1 1 61 73 1 9 56 7 82 48 230 169 5 8 85 76 30 492 25 46 25 20 22 25 40
internal_value=1.31069e-05 -0.0462752 0.000106008 0.000190736 -2.35709e-05 -0.0196979 -0.0837373 0.00505162 -0.00378136 0.00971437 -0.00780689 0.00826245 -0.0433542 0.0228992 0.000169146 -0.0220896 0.00711332 0.0545574 -0.0406678 0.0108862 0.000308842 0.00585254 -0.00310539 -0.0888646 -0.000162305 0.000332074 -0.0350145 0.000838338 0.000190353 0.000647857
internal_weight=294.791 0.590465 294.2 293.309 290.704 2.81992 0.786039 2.03388 1.87064 1.64471 1.40025 1.19627 0.535154 0.154142 287.884 1.79549 1.36612 0.68548 0.680645 0.423334 286.088 22.4095 17.4867 2.23686 263.679 260.851 3.68337 257.167 253.886 250.676
internal_count=4633 188 4445 4393 4377 322 114 208 207 134 133 72 63 83 4055 545 497 235 262 93 3510 623 547 55 2887 2841 45 2796 2774 2749
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 2 0 1 2 2 1 1 1 1 2 1 2 1 0 2 1 2 0 0 0 0 1 0 0
split_gain=0.0683831 0.72447 0.399408 0.607395 0.548219 0.357934 1.04413 0.270561 1.24891 0.826792 0.991724 0.492812 0.881829 0.63384 1.00057 0.417746 0.933551 1.22143 1.94917 1.03532 0.764425 1.0069 0.772946 0.580956 1.31656 0.778032 0.929245 0.744437 1.2545 0.985304
threshold=41.319407281650008 41.32819714970001 41.11191809080001 0.34515433670000012 0.34554354660000003 41.184662530950007 41.289992964000007 0.5619592227500001 0.44844465735000011 40.722669576350008 40.636252116050009 0.43075057630000008 0.4373072662500001 0.43837010870000009 0.45107930900000009 40.574766824850009 0.34545372890000009 40.94178426300001 0.3447052483500001 0.48001556840000009 40.330620469300008 0.39591628995000006 40.21994457600001 0.55131582885000008 0.55877069550000014 0.54450465555000005 0.54284302865000023 0.42039160505000012 0.53998383280000006 0.5380527529500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 -5 -6 -7 8 15 10 11 -9 -13 -14 -15 20 17 18 -17 -20 22 -22 23 25 -25 26 27 28 29 -1
right_child=1 -3 3 4 5 6 -8 9 -10 -11 -12 12 13 14 -16 16 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00027138958123652232 -0.066088320495599429 -0.00075990471047944334 -0.021964906059943841 0.061336835172370867 0.040600124186235119 -0.039163517858624847 0.061350928723688691 0.099586806422559945 -0.075921716779741757 0.054784118964180145 -0.1520851752744887 -0.094643685476387268 0.12282374329006235 -0.11492110784388393 0.014141192916033166 0.052026348721136019 -0.0010969585788969047 0.00011834210488997253 -0.090719261109979701 -0.24879236458555073 0.046905633416278271 -0.024224721390663291 -0.041457323477482877 -0.080503425438870804 0.057298846127238817 0.037622421247605148 -0.063314504162000296 0.060090979387486192 -0.075131517239690637 0.04881056846386031
leaf_weight=66.453949641507279 1.7177703082561482 144.02695523192779 3.039332328393356 3.4817570270388369 2.9255789181042928 2.9728227513405727 1.5841933038027489 0.52225324537721185 2.2228054224542566 3.5397804307358447 0.41877094050869423 0.89330441724450693 0.46936984764761103 0.65674865270102589 7.0372757215757247 0.58296228018662377 12.912256808718665 2.1155372839457414 0.94320244807749964 0.73896536231040955 7.5277775177964923 2.7052862136624753 4.4320435504778279 2.3380679941328704 0.98555519559886295 6.0194430350675239 2.2301904838532201 2.1565111847594371 2.1304947608150533 4.3582658097147933
leaf_count=776 17 2500 21 24 20 40 17 13 19 60 13 29 5 67 495 11 82 36 63 6 76 17 36 72 12 37 18 15 16 20
internal_value=8.66947e-06 -0.00152988 0.00151974 0.0175915 0.0285566 0.0133035 -0.00422085 -0.000154954 -0.00165667 0.0132513 -0.00145373 0.00513155 -0.0003152 0.010007 0.00312466 -0.00026515 -0.0146303 -0.0545204 -0.105551 -0.16016 0.00218621 0.0281011 -0.00072461 0.00135828 -0.0396409 0.00299316 0.000297567 0.00218663 0.000474718 0.00274945
internal_weight=294.139 145.745 148.395 14.0037 10.9644 7.48259 4.55702 134.391 120.853 13.5375 9.99772 9.57895 9.0567 8.16339 7.69402 118.631 17.2929 4.38067 2.26513 1.68217 101.338 10.2331 91.1045 86.6725 3.32362 83.3489 77.3294 75.0992 72.9427 70.8122
internal_count=4633 2517 2116 122 101 77 57 1994 1312 682 622 609 596 567 562 1293 198 116 80 69 1095 93 1002 966 84 882 845 827 812 796
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 0 0 1 1 1 1 1 0 1 1 1 2 1 0 1 1 2 2 2 0 2 1 2 0
split_gain=0.0667089 0.161788 0.186808 0.325452 0.162398 0.151526 0.226283 0.139479 0.124767 0.398655 0.148564 0.309806 0.0882056 0.1111 0.0717042 1.45305 0.524862 1.20041 0.845943 0.550941 0.520561 1.39576 0.31901 0.798868 2.31457 0.284396 1.13037 0.538055 0.468993 0.362504
threshold=34.823977857500005 33.96174662340001 0.38045268105000002 33.361153777850006 0.38772791230000009 0.36551300860000008 0.49877249185000011 0.54191491270000014 0.38512319990000005 0.38906020780000011 0.40206880030000008 0.43121463430000007 0.34007963835000005 0.42314601355000009 0.3459626957000001 0.34608245260000009 0.34569324270000007 40.986363433950011 0.34566330350000002 0.48654231910000006 0.34560342505000002 0.34554354660000003 42.206017975500011 42.686561923500008 42.684965421050009 0.48368312325000012 41.404176814550006 0.34542378970000004 41.772405911750006 0.48185683060000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -3 6 12 -6 -4 -10 -11 -12 13 -1 16 -16 18 -18 19 20 21 25 -19 24 -24 27 -27 29 -29 -2
right_child=14 4 3 -5 7 -7 -8 -9 9 10 11 -13 -14 -15 15 -17 17 22 -20 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10432387769607442 -0.0029937439671626669 0.065613558333391983 0.10144528600202221 -0.11398901097965022 -0.040100162104844371 -0.11500754488577068 0.10293454605112931 0.043749288302143897 -0.11444437448686313 0.10601610017075978 -0.11159159992065325 0.073108726748424502 -0.11106331948094715 0.030947933417928498 -0.074986000401085814 -0.00028394096222511116 -0.046311568807198986 0.045061887665171128 -0.04678708151476435 0.037540943348749169 0.044535688217341253 -0.069076317268559617 -0.1377277806360924 0.040563630007495584 0.10041416661299869 0.022433816655501194 -0.065940689032543562 0.047562512278661741 -0.0034426654155856463 0.02194177140567289
leaf_weight=0.093366227788919676 61.512428729777639 0.88975433912128188 0.23542951792478539 0.16420270877961218 0.38227552175521851 0.21889065764844418 0.12286632135510445 0.41240824119813624 0.17779817804694176 0.30326317995786667 0.13349810145155061 0.28403277674851779 0.15569251809847628 0.17361718602478504 2.642560487613081 177.76087236697003 2.3414170108735552 7.3530777022242528 3.8494896218180648 3.9622180126607409 2.4831919074058524 2.9851953743491313 1.0294828899204729 3.3956209979951382 0.67620638757944096 2.957891020923852 2.834071971476078 4.5833953022956839 2.9715360435657203 6.4405381679534903
leaf_count=57 881 27 6 25 6 8 2 39 3 2 14 157 34 6 17 2992 12 27 32 30 13 20 16 26 56 22 20 19 36 28
internal_value=1.808e-05 0.0132754 -0.0055022 0.0175907 0.0362692 -0.0447205 -0.0165189 0.00341426 0.036643 0.019665 0.0527457 0.0140541 -0.0512425 -0.0163577 -0.000153348 -0.00137818 0.00186688 0.0193812 -0.000873001 0.00107503 -0.000590163 -0.00191965 0.0317314 0.0125166 -0.0433184 0.000546228 -0.0208088 0.0021843 0.027501 -0.000630372
internal_weight=293.526 3.7471 2.06266 1.29822 1.68444 0.764433 0.545542 0.794684 1.13402 0.898592 0.720794 0.417531 0.422676 0.266983 289.779 180.403 109.376 14.7958 94.58 90.7305 86.7682 84.2851 12.4544 5.10131 1.70569 81.2999 5.79196 75.5079 7.55493 67.953
internal_count=4633 386 314 207 72 107 99 45 182 176 173 171 97 63 4247 3009 1238 137 1101 1069 1039 1026 125 98 72 1006 42 964 55 909
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 2 2 0 2 1 2 2 0 0 1 0 0 1 0 2 2 2 0 2 2 0 2 1 0
split_gain=0.0596642 0.253807 0.397188 0.74359 0.415455 0.122304 1.74492 0.247302 0.372467 0.460375 0.491313 0.709452 0.174315 0.74132 1.22289 0.501035 0.387924 0.531514 0.297605 0.176185 0.800663 1.15547 1.04747 0.626856 1.45341 0.393653 1.00158 0.439811 0.226389 1.51308
threshold=49.292797572200008 49.064150740050003 0.31118828780000007 0.39614083410000006 44.952171034750002 0.41160444300000004 48.823707093150006 48.823707093150006 0.43572048740000008 41.675153845500006 0.32012514595000008 39.476991512000005 46.095286511800005 0.54191491270000014 0.5054040298000001 0.45824975300000009 0.60861950240000018 0.6310290111500001 0.57854555250000017 0.47568935060000012 43.564719632750005 42.759119507950011 42.055256506450007 0.47673722340000008 41.489621506400006 40.806664626150003 0.44825005235000009 38.983591653800012 0.3447651268000001 0.48149755995000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 9 10 -7 -12 19 14 -14 -15 -17 -18 -19 20 21 22 25 24 -21 27 -27 -10 29 -25
right_child=-2 -3 5 -5 -6 7 -8 -9 12 -11 11 -13 13 15 -16 16 17 18 -20 23 -22 -23 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.10384247198632511 -0.012794528546081728 0.039470708570481877 0.072793482263240269 -0.099194895490532994 0.086413666620598281 -0.074094669723012152 -0.089558876176338134 0.024869629055523951 -0.016506459368354622 -0.11206819669055712 -0.11243666520185058 0.1006572640272559 0.0063976932038502903 0.041102613112754711 -0.12092171242551691 -0.12007446585202315 0.10190644193081247 -0.10949136426094574 0.014817093413806708 0.01440431775853411 0.072368583612043472 -0.075913037772750436 0.06801632107226406 -0.048316004115357199 -0.12077207278879286 0.050439794126543917 -0.14356488357283012 0.03417385453193849 0.0010124054367217296 0.023735060562329491
leaf_weight=0.1528199836047851 3.5885223143177418 1.6347538562258694 2.0452860201603467 1.0626177242374977 0.46102890733163804 0.6668094237102189 0.97881728410720814 3.9511454497114746 4.0969960055726897 0.65164812179136777 0.21481662048563521 0.57292114707524888 1.6236578822135919 2.4277452141977851 1.4090910025406627 0.37815078441053618 0.33736584335565545 0.39315735900891013 0.37752879784966353 1.8442633189260953 1.8611511973431323 1.6493434875737865 2.6910093710757783 5.9889665786176902 1.398589164484292 0.46735187154263236 0.61799186561256647 2.9418851631344296 240.66108809862453 5.6778142005205154
leaf_count=132 314 31 70 60 13 39 6 35 84 52 53 67 22 40 54 10 8 37 16 9 73 38 22 38 62 15 33 40 3133 27
internal_value=2.05613e-05 0.000179557 -4.3778e-05 -0.0485761 0.0390487 0.000240783 0.0202446 2.69492e-05 -0.000324932 -0.0422186 -0.0109255 0.0425464 -6.20905e-06 -0.0156471 -0.0527581 0.0131087 -0.03262 -0.00277397 -0.0485975 0.000396361 0.0111879 0.00205268 0.0139426 -0.000208546 -0.043895 -0.0039684 -0.060026 0.00467527 0.000352902 -0.0132513
internal_weight=292.824 289.236 287.601 1.67647 0.613849 285.925 3.0241 282.9 278.949 2.1062 1.45455 0.787738 276.843 6.9467 3.03275 3.91395 1.4862 1.10805 0.770686 269.896 14.3257 12.4646 10.8152 255.571 3.24285 8.12422 1.08534 7.03888 252.328 11.6668
internal_count=4633 4319 4288 205 145 4083 76 4007 3972 211 159 120 3761 187 76 111 71 61 53 3574 305 232 194 3269 71 172 48 124 3198 65
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 2 2 0 1 2 2 1 0 1 2 1 0 0 1 2 1 0 1 1 0 0 1 1 0
split_gain=0.0645194 0.47103 0.458824 1.0734 0.55239 0.723181 0.716245 0.747064 0.543398 0.445993 1.33249 4.33385 0.739055 0.430957 1.25823 0.402878 0.391316 0.363332 1.51204 0.317219 1.60166 0.314671 0.262862 0.260244 0.252402 1.15485 0.890196 0.574956 1.49486 0.735069
threshold=0.54504356155000011 0.54353163080000011 0.43540612555000008 42.081757894750005 0.42307116555000007 0.55619592225000014 41.037275035300006 39.354247760400007 0.56345618395000019 0.41808628485000005 38.396531328800009 39.788107623550012 0.41625999220000004 0.54088200950000009 0.42111014640000005 40.00488309970001 0.43593006200000012 0.5485614203000001 0.55348642255000013 0.40651477500000005 43.968221017800005 0.42802610700000004 0.55980359870000018 0.3975479776000001 0.45824975300000009 0.56300709560000006 0.56300709560000006 0.43837010870000009 0.44512140355000007 0.57559653900000007
decision_type=2 2 2 2 2 2 2 2 2 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 21 7 -2 -7 12 -11 -12 19 14 -13 -3 -4 -18 -19 -1 -21 -6 -20 -5 25 -24 -26 -27 29 -29
right_child=2 15 16 23 5 8 -8 -9 -10 10 11 13 -14 -15 -16 -17 17 18 22 20 -22 -23 24 -25 26 27 -28 28 -30 -31
leaf_value=0.00048097718260288713 0.019663647447080226 0.054999081881241897 0.082675406849184646 -0.014592425425123507 -0.10256886485366468 0.038789835875038585 0.061688878766049227 -0.062528124638410537 -0.040188475651330033 0.060296734583085258 -0.19172949419635332 0.021787789477966751 0.043914852052654947 0.020278366643016091 -0.10018296245182717 0.0076279412639838427 0.066312416119625725 -0.13960247739991552 0.024961929734667269 -0.12281426245991232 0.041357640714024799 -0.037970693150980006 -0.067858892126071602 -0.11013706056355266 0.092456360646503935 0.038714856107016846 0.0018772449863541233 -0.1334833877941386 0.0072962204499594334 -0.013675821345889919
leaf_weight=213.89389526468995 3.1584157038450922 2.8350453902385189 0.60254734415502653 0.35691902291728084 1.2431268142536285 1.8995284029515462 2.0236538099125028 1.7016740534454582 1.6091729784384368 1.7044969752896566 1.4868468381464461 2.029099771752954 3.9152800966985515 3.6068391315639019 1.4502499526770405 4.8954520199913532 0.84426129795610805 0.76025637984275718 4.698502523766364 1.1263358069118106 1.257946503756102 1.9168193906079976 2.7146031809970799 1.4163790115235313 1.2104975134134282 3.466740371790368 10.465452207534325 1.244351658271625 11.514812146011534 0.87025301630546881
leaf_count=2595 39 17 7 36 10 26 13 21 28 16 13 12 17 18 113 39 5 7 36 24 39 41 24 72 8 40 1059 30 199 29
internal_value=1.41649e-05 0.000720159 -0.00311643 -0.0177441 -0.00817099 -0.028683 0.0117001 -0.00911434 0.00256852 -9.42596e-05 -0.020456 -0.0365113 0.000856123 -0.00394287 -0.0290516 0.0250006 0.00272275 0.00144793 -3.43283e-05 7.66313e-05 -0.0361972 -0.0633837 0.00289802 -0.0909064 -0.000394398 -0.0072679 0.011268 0.002353 -0.0068959 -0.0841773
internal_weight=291.919 238.201 53.718 15.3257 13.5524 6.66865 6.88374 4.86009 3.5087 230.471 10.2775 8.57304 220.193 7.08619 3.47935 7.7305 38.3923 37.7897 36.9455 216.278 2.38428 3.15995 36.1852 1.7733 31.4867 19.8108 11.6759 17.0962 13.6294 2.1146
internal_count=4633 2903 1730 286 178 105 73 60 54 2847 172 156 2675 143 125 56 1444 1437 1432 2658 63 51 1425 108 1389 322 1067 298 258 59
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 1 2 0 1 1 1 2 2 1 2 0 0 0 1 2 1 1 2 2 1 2 1 1 2 0
split_gain=0.0590515 0.99768 1.59282 1.74448 0.70119 0.577867 0.883308 0.514014 0.471083 0.380509 1.66223 0.824035 1.81395 0.482621 1.37589 0.677977 0.718277 0.383368 0.28203 1.06027 1.24699 1.19484 0.949176 1.10394 1.04534 0.746596 0.452601 0.43028 1.10508 1.29734
threshold=0.53938504835000012 0.41917906650000009 40.542362378300005 0.39170982905000007 41.976795488650005 0.42039160505000012 40.767054867700004 0.5380527529500001 0.40437412050000004 0.42802610700000004 0.4289991317500001 38.474425342400004 40.858951393400005 0.43220262865000009 40.300545846000013 0.54504356155000011 0.5541600551000001 0.55980359870000018 0.39563186730000005 43.61821939175001 0.40206880030000008 0.39900002995000006 44.202975721700007 45.321989007550009 0.41861022125000008 36.772607578000013 0.39394030120000006 0.39078171310000004 42.546237522150008 0.52769378160000013
decision_type=2 2 2 2 2 2 2 2 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 8 -4 -5 6 -3 18 -2 11 -11 -7 -13 14 -12 -15 -17 -18 26 20 21 25 -21 -24 -25 -20 27 -1 29 -29
right_child=1 5 3 4 -6 9 -8 -9 -10 10 13 12 -14 15 -16 16 17 -19 19 22 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.00078897882460206422 0.027121496393561002 -0.0061591606603890008 0.060323537547565635 -0.17255542532659215 -0.076228756429555539 0.040035331136271043 0.071215733921661153 0.026422786039567964 -0.022981093497106812 0.11306669619932651 -0.11126196722235925 -0.093840796497802637 0.0021030986664740303 0.084341507627996651 0.029417900726490601 -0.052040248872129463 0.030608530839749543 0.00039380756803643726 0.011349439798448857 0.069090162544768671 -0.11674510411720036 0.021152846368193558 -0.13069349745395226 0.058468126576932435 -0.11998307045697372 -0.10922299831363368 0.032852588109553431 -0.13595208254044047 0.047819234711620917 0.0011268571337173651
leaf_weight=189.30167527159938 3.1191802676767093 2.9603261801821636 0.71530864085070822 1.2078159721568229 2.0187493883458956 2.0305821443907908 2.9413685286417603 7.5774123799055806 4.7108654443436535 1.3443390824832011 1.3750897236459416 2.9926555100828391 5.7697166652069427 0.9975605527870347 1.4061305853538213 2.4100450247060499 4.8193491590063777 32.64009753064488 0.74929826566949342 2.247760477650445 1.6021247355965895 3.3860860999848228 0.66605091627570834 1.4804131549608426 0.42178342637998856 1.6323403096757827 4.3151490261370773 1.3784365508472545 1.1947587074537294 1.3832471780478952
leaf_count=2153 17 18 10 16 90 16 25 40 56 6 52 24 49 5 8 27 38 1413 12 48 51 29 87 40 66 95 31 64 24 23
internal_value=7.21247e-06 -0.00244391 -0.0291215 -0.0809645 -0.112287 0.00264704 0.032404 0.000835685 -0.0030222 -0.000501028 0.003544 -0.0173635 -0.0306651 0.000170769 -0.040137 0.00291393 0.000876554 0.00428109 -8.86324e-05 -0.0148533 -0.0386982 -0.0170188 0.0216361 -0.0198962 0.0188993 -0.0712891 0.000822017 0.000106825 -0.0325318 -0.0672932
internal_weight=290.796 73.4592 11.7719 3.94187 3.22657 61.6873 5.90169 217.337 7.83005 55.7856 44.9926 10.793 8.76237 43.6483 2.78122 40.8671 39.8695 37.4594 209.759 12.1859 7.36985 5.76772 4.81601 2.56825 1.9022 2.38164 197.573 193.258 3.95644 2.76168
internal_count=4633 1870 189 116 106 1681 43 2763 73 1638 1549 89 73 1543 60 1483 1478 1451 2723 428 187 136 241 193 106 107 2295 2264 111 87
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 1 0 2 0 0 2 0 2 0 0 1 0 0 0 1 1 1 2 2 0 0 1 0 0
split_gain=0.0651151 0.592405 0.373598 0.845495 0.291072 0.35103 0.232497 1.54242 0.464481 0.905693 0.859145 0.453852 0.388692 0.852777 0.369032 1.16182 0.556118 0.456641 1.18739 1.20467 1.35146 1.0484 0.901104 0.767918 0.467948 0.568267 2.31866 0.817271 0.734586 0.558013
threshold=41.319407281650008 41.32819714970001 41.16018805045001 41.184662530950007 0.36618664115000005 0.41347564445000012 0.44618424600000006 0.56685428580000019 42.527280425250005 0.57299182660000014 0.58388970390000006 43.968221017800005 0.58984760935000013 42.498713093000006 0.56579144335000009 0.55788748840000013 0.43694799560000003 0.55348642255000013 0.54450465555000005 0.54284302865000023 0.42111014640000005 0.42473279245000012 0.41347564445000012 42.686561923500008 41.404176814550006 0.52507409960000018 0.53312775065000018 0.40115565405000009 0.52157121045000021 0.51484985480000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 14 9 -8 -11 -9 -12 -14 15 17 -17 18 19 20 22 -20 24 -22 -3 28 27 -27 29 -26
right_child=1 6 3 4 5 -7 8 11 -10 10 12 -13 13 -15 -16 16 -18 -19 21 -21 23 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=2.6036510122369093e-05 -0.059777273132296194 0.030688075185571057 0.072552873052887504 0.016938493922314043 -0.058645261539695598 0.013263730293668839 0.085091492653360357 -0.12070109421821301 -2.9634006604272643e-06 -0.1264062402780565 0.078860370258510892 -0.017920021041713644 -0.10806258250230719 0.11162480735987808 0.048088375446851649 -0.032957991709643239 -0.13968219307524229 0.048216306826868775 -0.12639882634154939 0.057291763292377396 0.0061785929652572319 -0.0016893146105238029 0.065404754271267046 -0.13991597849082005 -0.00046237281407316615 -0.12312050527273355 0.0082795294735461874 -0.024674102334622708 0.050196737346360022 -0.060705333765071284
leaf_weight=134.64235561730743 1.7240697965025891 4.4359019715338937 2.3358136571114292 6.182879467669407 1.3444947754032912 1.371192333041108 2.1206945208832613 1.3926027144771063 10.458805803835274 0.47396719094831485 0.75099612958729245 0.62129625788656984 0.45681064227392199 0.28815410297829658 1.5266407150775183 1.1940940700005733 0.82598236761987198 1.9226844506338228 1.4026735503030061 3.6325693220132953 0.53706336149480094 1.2978258430957792 2.0741318181389934 1.0899938783304604 89.725792916149658 2.3999355436535539 7.4667306659539463 1.3000823135953394 2.834554571658372 1.5643650710626378
leaf_count=2011 17 22 22 42 21 20 14 35 530 16 5 32 112 2 10 37 9 25 46 28 5 8 26 98 1114 186 54 25 29 32
internal_value=1.37311e-08 -0.00151227 0.00148785 0.0190075 0.00495221 -0.0223373 -0.000803833 -0.00217308 0.0111712 0.039741 -0.00908032 -0.0889927 0.0280922 -0.023087 -0.000776894 -0.00137994 -0.0765961 -0.000131281 -0.000907466 0.00060489 -0.00121052 -0.066465 0.000106278 -0.0916927 -0.00112803 -0.00246844 -0.0237973 -0.0885292 6.19744e-05 -0.00149471
internal_weight=289.395 143.518 145.877 11.2344 8.89857 2.71569 141.794 127.245 14.5494 4.09062 1.96993 2.0139 1.49596 0.744965 125.231 123.704 2.02008 121.684 119.762 117.061 113.429 2.7005 111.801 1.62706 109.727 105.291 11.1667 3.70002 94.1247 91.2902
internal_count=4633 2517 2116 105 83 41 2500 1821 679 149 135 67 119 114 1754 1744 46 1698 1673 1619 1591 54 1488 103 1462 1440 265 211 1175 1146
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 1 2 1 1 2 1 2 2 1 0 0 1 0 0 2 2 2 0 0 2 0 1 1 2 2
split_gain=0.0628571 0.178695 0.354801 0.147257 0.317277 0.413391 0.125981 0.116131 0.195414 0.113853 0.105829 0.252544 0.350026 0.133172 0.0998197 0.189622 0.10402 0.497811 0.293047 0.171843 0.885635 0.226204 0.171812 0.315573 0.127794 0.349908 0.717144 0.839379 0.840229 0.532621
threshold=34.823977857500005 0.54413041525000005 0.54191491270000014 0.38512319990000005 0.49405706415000006 0.34007963835000005 33.96174662340001 0.43540612555000008 0.43643902880000007 31.914316944300001 0.31060447290000009 49.247968080500009 44.952171034750002 0.31100865245000009 0.39672464895000009 0.41160444300000004 0.34007963835000005 0.45995628875000011 0.46898296455000005 48.823707093150006 41.909642283050012 39.476991512000005 0.45350438610000005 0.43486721955000007 38.060777288450005 0.50386215985000016 0.36880632320000012 0.37323732825000006 37.892416320650007 36.257608591500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -3 -9 -1 11 12 -2 -12 -15 -16 17 19 -19 20 21 22 23 -17 25 29 -27 -28 -29 -18
right_child=10 7 -4 -5 -6 -7 -8 8 -10 -11 13 -13 -14 14 15 16 24 18 -20 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.10336788921496753 -0.10282985306233253 -0.10912010554373255 0.10956461380587129 -0.022700390783031311 0.064405824109393203 -0.10779548410931619 0.090198907268916356 0.09244528097207641 -0.10248457697682414 0.036773222856531014 0.022637584952285544 -0.105090410608722 0.043697099082769558 -0.020855611278162794 0.040120069525564565 0.026689939295681621 -0.020233396889573946 -0.01852839048935653 -0.12722603794185924 0.035822329751828579 -0.11108746193884161 0.040321889698840978 0.031388734322746782 -0.11673711458398627 0.00075704726575527711 -0.09650167930578972 0.081365099153056411 -0.0081613022972996298 -0.087577467055020952 0.024079306920008186
leaf_weight=0.087830924866921345 0.23262881229675147 0.1817104555084369 0.39633485674858082 0.98205032572150219 0.96405663806945086 0.3251791679094822 0.23598294425755739 0.10903901234269142 0.097336317797953598 0.17052235193841625 2.5635370357194907 0.32518527051433921 0.54490553075447679 2.333327720174565 1.168107597157358 0.27574437888688386 4.3875918652629498 0.45573288842570026 0.54419597989181057 1.0496428869664667 0.6922352006076834 1.5546726456377653 0.39277228526771069 0.34576091822236776 243.50844561667509 1.0252332687377954 0.94164808839559455 13.570195366492042 1.4772589691892779 7.1045613554306328
leaf_count=58 154 29 2 16 21 43 13 2 197 5 18 14 25 24 13 39 58 19 25 6 45 23 5 7 3364 6 5 309 28 60
internal_value=-6.57187e-06 0.0132176 0.0210776 0.00839675 0.0255191 -0.0202262 0.0373777 -0.0508228 0.000507186 -0.0108698 -0.000171589 -0.0310906 -0.000141982 -5.12779e-05 -0.000258394 -8.58223e-05 -0.000255171 -0.0141158 -0.0776854 0.000629678 -0.0106974 0.0163539 -0.0203839 -0.0531026 1.544e-05 -0.00631953 -0.0154249 -0.0102262 -0.0159579 0.00716115
internal_weight=288.043 3.55004 3.16196 2.76562 1.78357 0.819515 0.494336 0.388086 0.206375 0.258353 284.493 1.10272 0.777534 283.391 280.827 278.494 277.326 5.31076 0.999929 4.31083 3.26119 2.56895 1.01428 0.621505 272.015 28.5065 17.0143 15.9891 15.0475 11.4922
internal_count=4633 386 158 156 140 119 76 228 199 63 4247 193 179 4054 4036 4012 3999 169 44 125 119 74 51 46 3830 466 348 342 337 118
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 1 1 0 2 2 2 2 2 1 1 0 1 0 2 2 0 1 1 1 0 1 2 0 0
split_gain=0.120625 0.208604 0.0613628 0.560432 0.490384 1.14756 0.788308 0.5184 0.293598 0.484407 0.538711 0.268083 0.242003 0.457839 1.18659 0.462429 0.334547 0.283058 0.238466 0.220054 0.198844 1.24324 0.182091 0.771846 0.275064 0.188812 1.45715 1.11913 0.94223 0.902165
threshold=0.39587138110000003 0.3733870243500001 0.47568935060000012 0.34422622080000004 0.34521421515000011 0.35696536035000009 0.3447052483500001 0.3584174126500001 0.47500074850000013 40.300545846000013 42.055256506450007 42.283941020600004 48.96897326980001 43.022303514600004 0.34422622080000004 0.34007963835000005 0.46898296455000005 0.34007963835000005 0.4560492201000001 41.641174900500005 48.553014326500012 0.39614083410000006 0.34458549145000011 0.3447651268000001 0.34479506600000004 0.48032993025000009 0.34494476210000008 38.983591653800012 0.48001556840000009 0.48077901860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 12 -7 9 -8 -11 -9 13 14 16 20 17 19 -13 -2 21 -15 -5 -24 -25 27 -27 -26 -29 -28
right_child=2 -3 3 22 5 7 8 11 -10 10 -12 18 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 26 29 28 -30 -31
leaf_value=0.0099297832233749325 0.020412158767048629 -0.11535402330808407 -0.047144242186039603 0.019929006354814389 -0.11385841698237792 0.079381427399095678 0.099396543021597075 0.015217640802944575 0.094519017996488874 -0.19224384866754141 0.027105009604047797 0.042580291582657109 -0.019971234021445392 0.10898090698811494 -0.099955141688839511 0.084736395102754325 0.038770559350826218 -0.036570244492278962 -0.11670112403648131 -0.041165614398820133 0.029766953532287328 -0.10750123648313359 -0.035634385168592096 0.0451168694829715 0.086371178151975439 -0.08878088643198466 -0.060168833475553379 -0.0015633846382185899 0.050398617465407518 0.00061899002695127577
leaf_weight=0.29029458248987694 3.5271314544079448 0.24512598425144461 2.5358791638864195 4.5478904359042636 1.1061751475172052 0.74301420580559341 0.4393396383998146 0.66768827869964276 1.3843699805438516 0.16536939103389159 0.34671131893992424 0.12211347462289268 3.5547132189385584 0.44458550214767389 1.1335096090751893 1.2940058559179304 2.6104939678916708 1.8567157278885131 0.40817023208364844 0.69463067210745055 2.872123584151268 0.65778531535761431 6.0221500694751731 1.3800105229020108 1.6779768988490094 1.8710113167762745 2.4716822095215312 38.783869041712023 3.8347159959375849 199.79302884079198
leaf_count=18 129 170 24 22 64 14 31 36 13 59 5 22 37 2 17 5 30 18 65 33 18 61 35 11 12 11 18 348 15 3290
internal_value=-7.157e-06 -0.0474276 8.13258e-05 -0.00036076 0.00491857 -0.0325678 0.0103628 0.0137599 0.0651276 0.0223615 -0.0437307 -0.0269402 0.00350223 0.00903145 -0.00372501 0.0328143 0.00882857 -0.00403046 -0.0800219 0.0102804 0.0159097 -0.0201941 9.48675e-05 -0.000257718 0.000595097 0.000347784 -0.000936428 0.00626593 0.00311203 -0.000123839
internal_weight=287.482 0.535421 286.947 262.918 24.0286 3.04716 20.9815 1.94099 2.33579 0.95142 0.512081 1.19797 18.6457 15.091 9.82248 5.2685 8.68897 6.07848 0.530284 4.22176 3.97449 1.10237 260.382 255.834 249.812 248.432 204.136 44.2966 42.6186 202.265
internal_count=4633 188 4445 3786 659 201 458 137 108 95 64 123 350 313 227 86 210 180 87 162 81 63 3762 3740 3705 3694 3319 375 363 3308
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 1 1 1 0 0 0 0 0 0 0 2 2 1 2 1 1 2 1 0 0 1 2 2 0 0
split_gain=0.0636632 0.619558 0.709388 0.429583 0.255677 1.83058 0.472334 0.315016 2.34901 2.05176 1.24092 1.12133 0.895783 0.856839 0.777453 0.761354 1.09564 0.632035 0.390698 0.894871 0.796393 0.770566 1.30489 1.6175 1.07587 1.07386 0.816221 1.01779 1.14276 0.853594
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 42.081757894750005 41.909642283050012 0.34575312120000007 0.42039160505000012 0.35585760905000008 0.48588365620000007 0.49194634890000005 0.48735067810000005 0.49588335680000006 0.48588365620000007 0.48032993025000009 0.48368312325000012 41.600558339100012 41.835830569250014 0.36476452800000009 41.529896397300007 0.34545372890000009 0.34587287805000005 40.574766824850009 0.34479506600000004 0.47847369840000004 0.47943175355000006 0.34542378970000004 40.165165956550005 39.656620114300004 0.48032993025000009 0.47880302985000006
decision_type=2 2 2 2 2 2 2 2 2 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 -7 9 13 10 12 -10 14 -9 18 17 -17 -13 20 -20 21 26 24 -24 -23 -25 27 28 -1 -28
right_child=-2 2 3 -5 5 6 -8 8 11 -11 -12 15 -14 -15 -16 16 -18 -19 19 -21 -22 22 23 25 -26 -27 29 -29 -30 -31
leaf_value=0.0015319944311537471 -0.0021265802805174512 -0.0076709317372713193 0.06733493928593863 0.010431294383498308 -0.14417529727055353 -0.016535602086539529 0.057824247325788385 -0.026355545460237825 0.077361263043110085 0.10433138433937428 -0.065123843206845555 -0.048382108341628746 0.051848294691994659 -0.16266374446029344 -0.039356405863283733 -0.07949525241614612 0.048369507885708617 0.00054393449681523483 0.042947420505669798 -0.013415277783942779 0.045191133005850398 -0.027421496200732549 0.0026933353782097429 -0.10425642595143221 0.072412790329652296 -0.029535059878416467 0.0085179708446939395 -0.037996372875093859 0.091208270311110992 0.0752328580701183
leaf_weight=11.627753162363211 94.516956398492766 3.851254972248169 3.8231007423892152 2.0317249626677949 0.99050240313863369 2.5578710963018243 1.2825407533382529 0.73849092702312091 1.7881195882800955 2.0350276855751863 2.6140666743740431 2.7174021396785966 3.8643897846341124 1.2280266255838794 4.1931383684277526 2.6989582311216505 0.8914921883115311 93.112097158892993 7.3679805030478729 4.5605163052678108 3.8117735132145745 1.8743131557953372 7.0952540467842464 3.514331353828311 2.5453288480639458 4.2485129162669182 4.7577081812196402 5.7158142058178774 1.6188560277223576 3.2129255309700966
leaf_count=247 1990 40 28 36 31 32 29 45 25 30 30 24 34 15 28 73 15 1452 47 40 34 40 101 25 9 20 48 39 9 17
internal_value=-1.36772e-06 0.00104281 0.0256622 0.0475884 -0.000265371 -0.0229646 0.00829755 0.000351266 -0.00322897 0.00529904 0.00252396 -0.00112569 0.00504988 -0.111476 0.00231574 -0.00253732 -0.047747 -0.000843443 0.00513631 0.0213988 0.00125832 -0.00236555 -0.0176288 -0.0318185 0.0300744 -0.0633623 0.00855937 -0.00272716 0.0124913 0.0354104
internal_weight=286.886 192.369 9.70608 5.85483 182.663 4.83091 3.84041 177.832 103.175 74.6577 72.6227 101.208 70.0086 1.96652 66.1442 99.4199 3.59045 95.8295 61.9511 11.9285 50.0226 46.2108 19.2777 14.8581 4.41964 7.76284 26.9331 18.9624 13.2466 7.97063
internal_count=4633 2643 104 64 2539 92 61 2447 1649 798 768 1589 738 60 704 1564 88 1476 676 87 589 555 195 146 49 45 360 295 256 65
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 2 1 1 1 1 2 0 2 2 1 2 0 0 0 1 2 0 0 1 2 2 1 2 0
split_gain=0.0682346 0.570948 2.23637 0.738344 1.9765 0.674604 0.569871 1.27419 3.24382 2.07899 1.45487 0.464384 0.441546 0.328447 0.727193 0.307972 0.90166 1.23389 0.28378 1.25008 2.37467 1.03077 1.02184 0.669862 1.18709 1.76045 0.924657 0.773145 0.726163 0.625606
threshold=41.319407281650008 41.542492784600007 41.559097512700014 41.489621506400006 0.34512439750000007 41.362929270750008 41.741384785950011 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.43349001525000008 41.772405911750006 0.48654231910000006 41.16018805045001 41.184662530950007 0.34515433670000012 41.289992964000007 0.48185683060000012 0.50291907430000016 0.51657136015000005 0.38045268105000002 43.321682097200004 0.49194634890000005 0.52507409960000018 0.40115565405000009 43.61821939175001 43.663128814500006 0.39170982905000007 42.320906304050006 0.52290350590000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 -3 4 -2 -6 7 -4 -9 -10 -11 -8 -7 -1 -15 -16 17 -17 22 21 -21 -20 -13 29 25 -25 -27 -28 -26 -22
right_child=1 2 6 -5 5 12 11 8 9 10 -12 18 -14 14 15 16 -18 -19 19 20 23 -23 -24 24 28 26 27 -29 -30 -31
leaf_value=0.00016816622304222141 0.05563790760336678 0.10968718692846885 0.031882837347395505 -0.064179689843915699 -0.083609869422162253 -0.049013261985102897 0.040316818117834198 -0.2119077360814845 0.097001945548142343 -0.15090952975184768 0.0090297654316211836 -0.00076500281587357766 0.012533135822035768 0.069116270191128329 -0.031827814825322182 0.052014046443230523 0.071010960513309573 -0.048832714745492063 0.081588659655447357 -0.141907900631979 -0.0076356512357859943 -0.0047682964834328103 -0.043483769817198759 -0.12310595668058594 0.038023511862226994 0.12067905204284171 0.012637633026886612 -0.087755021789719542 6.2202920095799069e-05 0.091667501499751169
leaf_weight=133.80833268444189 3.278226149886903 1.8487028591334809 2.2620529121268182 3.0817681417684062 2.2497445480257738 2.2378486096858978 2.8587508650671216 1.0724052041769025 1.1496003512293103 1.0965308875311168 1.1816135611734351 62.775029752356204 2.4329207203845726 2.2302511165435126 1.7897210707887987 2.0376202798215672 2.0227272774936864 2.9988418312568683 3.6299016023986033 1.1565298227360461 1.0553296910875354 2.232138998049777 6.1478577365342053 1.822700498625635 6.2635904808412297 0.51635226421058211 2.1552884769625966 1.1910133454221066 25.776011401762844 1.5906371834444142
leaf_count=2011 14 17 20 34 29 11 17 8 26 17 38 884 31 22 13 8 19 43 33 38 18 49 66 80 115 2 24 142 757 47
internal_value=1.39722e-05 -0.00155158 0.000499419 -0.0212858 -0.00832449 -0.0386233 -0.00110346 -0.0293431 -0.0601191 -0.0126304 -0.0679532 0.000498962 -0.0169548 0.00153819 0.0180847 0.00522281 0.0146163 -0.00803276 -0.00047969 0.00547719 -0.000624987 0.0487058 -0.00457548 0.00342243 1.10008e-05 -0.0420998 -0.00387473 -0.023094 0.00748346 0.052061
internal_weight=285.95 141.063 127.782 13.2805 10.1987 6.92051 125.933 6.7622 4.50015 3.42774 2.27814 119.171 4.67077 144.887 11.0792 8.84891 7.05919 5.03646 116.312 47.3895 41.5275 5.86204 68.9229 40.3709 37.725 5.68535 3.86265 3.3463 32.0396 2.64597
internal_count=4633 2517 2398 119 85 71 2381 109 89 81 55 2272 42 2116 105 83 70 51 2255 1305 1223 82 950 1185 1120 248 168 166 872 65
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 1 2 2 2 1 2 1 0 0 0 0 1 0 2 1 0 0 1 2 2 0 0 2 1 2
split_gain=0.0699885 0.772429 1.36806 1.60737 0.456461 1.76045 1.10051 2.32393 0.905545 3.31924 1.30172 1.19105 0.790794 1.27427 0.883881 0.692635 1.0228 0.676646 0.653893 1.03749 0.641057 0.520617 1.53129 0.855024 1.16349 0.539308 0.444682 0.425414 1.5285 0.887223
threshold=0.53938504835000012 0.41917906650000009 40.542362378300005 0.3975479776000001 40.806664626150003 0.42111014640000005 40.890797847750008 41.087689990200012 40.003678352300007 0.42802610700000004 39.955516828000007 0.43929822460000006 0.54284302865000023 0.54986377655000018 0.55234873210000013 0.55688452445000014 0.43220262865000009 0.55788748840000013 41.243661560350013 0.43643902880000007 0.56345618395000019 0.54585192060000021 0.44720217960000008 38.751720283100006 38.396531328800009 0.56065686655000013 0.54353163080000011 41.976795488650005 0.46280051495000007 42.320906304050006
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 8 -6 -7 -8 10 -10 21 -11 -9 -14 -15 -16 -17 -13 -18 -20 -19 -3 23 24 -23 -24 -4 28 -21 -29
right_child=1 4 3 -5 5 6 7 12 9 11 -12 17 13 14 15 16 18 20 19 27 -22 22 25 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00092692311387551846 -0.0029047669454169028 0.023559749373740217 0.081765474761243115 -0.12254497815916519 0.087488604212129381 0.05822718086475525 -0.15093735656180812 -0.082178850063317557 -0.14909705096300663 0.060272548670669807 0.12368925407814324 -0.13613524420715109 0.065948453950971278 -0.12403387404763085 0.045231447137616919 -0.14761698968052159 0.064961177666134837 0.047831663687583535 -0.12979717524015055 -0.13281855462228295 -0.048727583272146206 -0.10849302879372782 0.087072738231286487 -0.12111027231465009 0.029705857429728852 0.0033599412323310866 -0.042697991531601601 0.074606022375062808 0.042455243009361293 -0.0050692393570945351
leaf_weight=213.18727920689116 7.7874365439492959 5.3585283621214428 0.58365957492787879 2.4798874534044444 2.6556656789034596 3.2247036281623869 1.0290734656082374 1.0717960707843328 1.9668814223259676 2.1508743315935135 0.86614981293678184 0.54783488065004382 3.080202033743265 0.5827080905437495 3.0330648362651145 0.49747661780566232 1.3418692808190851 1.0498412717133763 0.66684170044027524 1.0082782246172453 1.9924329745408611 1.03346020939898 0.87814963345590502 1.5675118120852856 1.4838924780488012 6.2245569109254575 0.5648704231280135 1.5490374817163672 0.98223777890962072 14.296861254988469
leaf_count=2763 73 30 7 67 28 27 31 11 16 9 2 4 14 10 24 15 15 7 11 17 102 101 7 35 8 450 42 40 87 580
internal_value=1.86251e-05 -0.00268748 -0.0265345 -0.0772495 0.0018392 0.00921781 0.00279523 -0.00333912 -0.00844728 -0.036984 0.00418506 0.00142628 0.00206421 0.00540356 -0.00238038 0.000652197 -0.00599453 -0.0338292 -0.00244435 -0.00733264 -0.0154065 -0.0020707 -0.014347 -0.0631318 -0.0270296 0.0137098 0.0205518 -0.00275412 -0.0463281 0.00271952
internal_weight=284.743 71.5558 11.4159 3.62842 60.1399 35.0198 32.3642 29.1394 25.1201 7.70786 17.4122 5.74098 28.1104 27.0386 23.9584 23.3757 20.3426 3.59011 19.8451 18.5033 3.04227 16.5461 11.1876 4.08486 2.51735 7.10271 1.14853 17.8364 1.99052 15.8459
internal_count=4633 1870 189 116 1681 910 882 855 771 138 633 122 824 813 799 789 765 113 750 735 109 631 601 144 109 457 49 724 104 620
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 1 1 0 2 2 1 2 2 2 1 1 2 2 0 0 2 1 0 2 0 2 2 2 1 1
split_gain=0.0577892 0.634012 1.16868 1.38185 0.52345 0.41109 0.391397 0.378222 0.376544 0.343521 0.291616 1.75264 1.39551 0.269747 0.268452 1.39942 0.622509 1.72969 0.525639 0.834711 1.3183 0.384717 0.254965 0.24872 0.247112 0.469768 0.220455 0.661372 0.606469 0.575152
threshold=0.53938504835000012 0.41917906650000009 40.542362378300005 47.74983977685001 0.39170982905000007 0.42039160505000012 0.40437412050000004 0.5380527529500001 41.976795488650005 49.960114208400007 0.40206880030000008 43.968221017800005 45.921757303800007 44.202975721700007 0.42802610700000004 0.4289991317500001 39.198779702000003 40.858951393400005 0.55484865720000009 0.5485614203000001 41.685324604100011 0.43075057630000008 0.5485614203000001 40.040404835300002 0.55980359870000018 40.518963363600001 40.574766824850009 40.040404835300002 0.4373072662500001 0.43837010870000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 8 -5 23 -2 10 -4 -6 -1 -12 13 -13 16 -16 -7 -18 19 -17 -21 -20 -19 -3 25 -23 27 28 -26 -30
right_child=1 5 3 4 9 14 -8 -9 -10 -11 11 12 -14 -15 15 18 17 22 21 20 -22 24 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00060476575740408438 0.024963321487542784 0.0066902158144207316 -0.15892161393862669 0.095497041544256131 -0.10756936507951574 0.028321979932749416 -0.020822827572369498 0.023111748956630922 -0.079288647074365004 0.047268986168473609 -0.11487484431147786 0.084083098252695679 -0.11388864228993401 0.017740876835225693 0.10980511688446633 0.0023628825966915809 -0.100910430956478 -0.019678253126794044 0.092279140095302858 -0.15170914258715285 0.0020611558405238674 0.057965004538435096 0.023919901090661482 0.049315409799267573 -0.090181487453948384 -0.010219136394591983 0.004635936676218453 -0.12141967326374788 0.11782323205558549 -0.0046717937016171321
leaf_weight=201.20968113435356 3.1000156439840776 2.7665555154089807 1.0653301551938064 0.50637338007800259 0.3442248698338517 2.4497061510337499 4.6940954689052887 7.3580731907859436 1.3415031142067162 0.24545351834240137 1.469642610521986 1.2684686295688159 0.63889016780103691 1.1858393315633291 1.1810963854659338 3.3618981041945508 2.3584170937538147 2.7179133463650942 0.48503518360666831 1.1403484496840977 1.0908727777423335 2.1468711342458837 2.6484124366106698 2.7097129067406058 0.78686567627301141 1.9089054549112914 23.54019890145355 0.53869798759842513 0.40662938902096346 6.682691960621014
leaf_count=2528 17 17 16 4 26 18 56 40 42 28 55 12 89 39 6 27 22 19 10 32 10 29 30 26 30 17 823 55 5 505
internal_value=1.47478e-05 -0.00247332 -0.0241742 -0.0721515 0.0209219 0.00168743 -0.00261193 0.000834465 -0.114536 -0.0431179 3.78672e-05 -0.0249609 0.0177591 0.0520288 -0.00098634 0.00245037 -0.0156021 -0.0295315 -0.000562202 -0.0291088 -0.0765289 0.00381266 0.0018385 0.0277816 0.00262109 0.0258732 -0.000330093 -0.0142223 -0.00689045 0.00235428
internal_weight=283.348 70.2178 11.297 3.50289 1.09605 58.9208 7.79411 213.131 2.40683 0.589678 205.773 4.56284 3.0932 2.45431 53.4446 43.2701 10.1744 7.72474 42.089 5.59312 2.23122 36.4959 5.36633 5.47627 36.0109 4.05578 31.9551 8.41489 7.87619 7.08932
internal_count=4633 1870 189 116 58 1681 73 2763 58 54 2723 195 140 51 1638 1549 89 71 1543 69 42 1474 49 43 1464 46 1418 595 540 510
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 0 1 0 1 1 0 0 0 1 2 2 0 1 0 0 0 0 2 0 2 2 1 1 0 0
split_gain=0.0622766 0.128613 0.166391 0.291554 0.152782 0.177422 0.134743 0.113182 0.0989157 0.370792 0.121538 0.15101 0.0909365 0.0899176 0.225781 0.31075 0.182066 0.130865 0.227337 0.135505 0.193341 0.173083 0.0953797 0.267169 0.456861 0.261033 0.250939 0.394592 0.268502 0.521778
threshold=34.823977857500005 33.96174662340001 0.38045268105000002 33.361153777850006 0.36551300860000008 0.49877249185000011 0.38772791230000009 0.54191491270000014 0.38512319990000005 0.38906020780000011 0.54413041525000005 0.56748300950000019 0.56915960600000015 0.31060447290000009 49.247968080500009 48.823707093150006 0.3733870243500001 0.31100865245000009 0.39587138110000003 0.39614083410000006 0.39672464895000009 0.41160444300000004 48.823707093150006 0.43572048740000008 39.571921479100006 39.476991512000005 0.40272746325000003 0.48522499325000007 0.58984760935000013 0.58887458460000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -1 -3 -8 -4 -10 -11 -12 -13 14 15 16 -2 -15 -19 -20 -21 -22 23 24 25 -23 -24 28 29 -28
right_child=13 6 3 -5 -6 -7 7 -9 9 10 11 12 -14 17 -16 -17 -18 18 19 20 21 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.044485944986684477 0.013603214320254083 0.064007500698970543 0.1012182764750572 -0.11264324056930253 -0.11453480425451219 0.10246340366517331 -0.035226472733976659 0.042841939393669058 -0.11268318506891269 0.088406188916834147 -0.11230056030998946 0.097033724457208065 -0.1017974314520924 0.022441178906759424 -0.10449022535354567 0.10250278656033072 -0.10484188793724358 -0.11862293193419554 0.049181171353404746 -0.035703017164015451 0.038660823395639921 -0.022799711928184141 0.03096355460592037 -0.00027108493479072437 -0.07668135274727178 0.104905266210449 -0.10454301078246042 0.014533365037586538 -0.12947245800905424 0.10780892294859584
leaf_weight=0.3719655628369759 0.27872101473621913 0.78132122848182894 0.199312077835202 0.14697907631170881 0.20906718354672194 0.10545637831091881 0.36468728072941303 0.37839309617993422 0.16206054016947746 0.41908249165862799 0.080665453206165694 0.11759315244853497 0.028595784194976659 2.5641053756698957 0.28970371827017516 0.2100769579410553 0.24284971080851392 0.16216112644178693 0.55489585734903712 1.5326693286187936 1.1480079423636187 0.41121631645364587 3.2805955253570565 263.90870778831959 1.1580847349032408 0.26206150650978088 0.27939254967623162 2.0289144721027697 0.37760489511856576 0.19750940799713135
leaf_count=97 16 27 6 25 8 2 6 39 3 6 18 2 147 18 14 3 160 6 5 13 13 77 73 3449 123 2 102 151 21 1
internal_value=8.56341e-06 0.013531 -0.00425946 0.0189264 -0.0432451 -0.0120267 0.0350137 0.0045277 0.0381241 0.0225604 0.056492 -0.00246524 0.0581407 -0.000154604 -0.0297714 -0.000185673 -0.0415463 -4.57416e-05 -0.00025518 -0.000185417 -0.00028518 -8.63757e-05 -0.000249971 -0.000535219 -0.0385983 0.0269072 0.0120475 -0.00947407 -0.0664766 -0.0165973
internal_weight=282.252 3.36518 1.84078 1.15429 0.686489 0.477422 1.5244 0.74308 1.00731 0.807997 0.645937 0.226854 0.146189 278.887 1.02135 0.731648 0.521571 277.866 275.302 275.14 274.585 273.052 271.904 265.74 1.83136 0.673278 6.16402 2.88342 0.854507 0.476902
internal_count=4633 386 314 207 107 99 72 45 182 176 173 167 149 4247 193 179 176 4054 4036 4030 4025 4012 3999 3651 202 79 348 275 124 103
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 2 1 1 1 1 2 0 2 2 1 1 1 1 1 2 1 2 2 2 0 2 2 1 0
split_gain=0.0614308 0.439279 1.90874 0.583955 1.60941 0.548748 0.454918 1.06844 2.67342 1.78218 1.27934 0.406663 0.370231 0.291837 0.572169 0.282044 0.643113 0.237824 0.53382 0.732889 1.0217 1.81286 1.36876 1.16638 0.973425 0.969189 0.524694 1.69567 1.20694 0.510376
threshold=41.319407281650008 41.542492784600007 41.559097512700014 41.489621506400006 0.34512439750000007 41.362929270750008 41.741384785950011 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.43349001525000008 41.772405911750006 0.48654231910000006 41.16018805045001 41.184662530950007 0.3459626957000001 0.40115565405000009 0.3584174126500001 0.3459626957000001 0.34569324270000007 42.431220712750012 0.34536391125000004 41.873095646600007 42.498713093000006 42.081757894750005 0.47961138885000004 43.157831852650006 42.670715716450012 0.3475943834000001 0.52507409960000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 -3 4 -2 -6 7 -4 -9 -10 -11 -8 -7 -1 -15 -16 -17 18 19 20 21 22 -13 -22 -24 -21 27 -20 -28 -19
right_child=1 2 6 -5 5 12 11 8 9 10 -12 17 -14 14 15 16 -18 29 26 25 23 -23 24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00017155370106313676 0.051744979292627946 0.10801371665945365 0.028837284163000517 -0.057191410256181921 -0.074431143643695005 -0.043479639360212208 0.037972130775788357 -0.19466287942137814 0.095468203024063322 -0.14691963357087606 0.009235826489247435 0.064486597607330942 0.012857997666323367 0.064182947155904099 -0.0097936680335487282 0.061367659338399716 -0.022540896750512275 0.023216717303664196 -0.0089946249300965446 -0.041138822182365205 0.087350997951373383 -0.12671264278084357 -0.11931933294224908 -0.00046782199846190272 -0.012151843717274213 0.049211533406396682 -0.040193566897423788 -0.091508906104057361 0.04789266517349406 -0.00096631302411147183
leaf_weight=132.26428910405753 3.1703472782610316 1.6247725933790196 2.2428222613525568 3.0537712684963472 2.2812247612600913 2.2748447358608246 2.8028660136333192 1.0522966757416723 1.0547037702053788 0.98518106085248325 1.1223507782997328 1.7304334621112492 2.3941086359554902 2.0955350235453798 4.9211884103133325 2.2027998990379278 1.5605288392835062 11.434144892872153 9.991619224194439 1.4960771859623481 1.5919729148217836 1.7315456233918665 1.1555176529709568 30.255330451940608 3.180374011400545 5.7519017495214939 2.9922159174457184 3.3173557062109458 3.2395807080902159 36.86155815154325
leaf_count=2011 14 17 20 34 29 11 17 8 26 17 38 13 31 22 30 31 22 316 59 29 19 21 33 431 51 77 24 29 23 1130
internal_value=6.81111e-06 -0.00149203 0.000329923 -0.018864 -0.00729909 -0.0342322 -0.00108117 -0.0269231 -0.0565968 -0.0106526 -0.0637602 0.000338609 -0.0145913 0.00146106 0.0172825 0.00596561 0.0265735 -0.000580785 -0.00446273 0.00132381 -0.00402157 -0.0364641 -0.0107039 0.00392204 -0.040712 0.030562 -0.018349 -0.0295619 0.0055978 0.00475909
internal_weight=281.833 138.789 125.615 13.1743 10.1205 6.95018 123.99 6.45735 4.21453 3.16224 2.10753 117.532 4.66895 143.044 10.7801 8.68452 3.76333 114.73 66.4339 46.8932 39.6452 7.79787 6.06633 31.8473 4.33589 7.24798 19.5408 13.309 6.2318 48.2957
internal_count=4633 2517 2398 119 85 71 2381 109 89 81 55 2272 42 2116 105 83 53 2255 809 674 568 118 97 450 84 106 135 88 47 1446
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 0 2 1 2 0 1 1 1 2 2 0 0 2 1 1 1 0 2 1 1 1 0 0 2 2
split_gain=0.0638995 0.579545 0.551068 0.329555 0.299777 0.411527 2.0887 0.41453 1.92565 0.392296 0.42234 1.66611 1.32095 0.794352 0.601961 0.407397 0.424712 0.744429 3.72288 1.41152 0.906499 3.12661 0.831702 0.704383 0.582619 0.574785 0.489804 0.830048 1.23829 0.461873
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 42.081757894750005 0.32467590790000006 0.47697673720000006 41.289992964000007 0.34548366815000003 39.683197198900011 0.47774018740000007 0.34512439750000007 0.34491482290000003 0.34524415440000006 41.289992964000007 40.408647214050006 0.47811442770000007 0.48001556840000009 41.184662530950007 0.34569324270000007 0.34587287805000005 0.34569324270000007 0.48119816770000007 41.319407281650008 0.34566330350000002 0.40115565405000009 0.44618424600000006 0.54450465555000005 0.49194634890000005 41.559097512700014 41.11191809080001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 8 -6 -7 11 13 -12 14 -11 -14 23 20 -19 -20 -18 -22 24 -17 -21 26 27 -24 -29 -23
right_child=-2 2 3 -5 5 9 -8 -9 -10 10 12 -13 15 -15 -16 16 17 18 19 22 21 29 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.03371695909339157 -0.0021317155010647324 -0.0040323938118385118 0.062927101556772488 0.012148671011695839 0.0087106761032712116 0.020427946648121132 -0.14404872900895913 0.046929427148302422 -0.13467525120252336 -0.0038993126697705592 0.052783593884262875 -0.075346565045862679 -0.049787702358517885 -0.040065676393891747 0.051111152190232191 -0.00093802343135609306 0.039932866688744961 -0.1480786355852832 0.055630099183220087 0.060356094652942685 -0.16965855995607904 0.00037465629660812365 -0.055255699088046832 0.056591253051513718 -0.020216049575382304 0.032404795052652452 -0.071714184623071636 0.062989532825963535 -0.035104293963316477 0.043539670279945729
leaf_weight=2.5677351841932241 92.972397784166787 3.8317325071111537 3.6512339788314421 1.966482567208004 6.2162186729301521 9.3071193359792215 1.2023058786289755 1.3760538614924369 1.102784047485329 4.8536300212144834 4.7588708773255339 3.6581880450248709 1.6775310710072506 3.2014933302998534 3.3705872539430857 5.65912266820669 5.9172016344964495 2.0069113895297077 3.1994036510586765 2.1027571680024297 1.0790209658443917 93.40169804984339 4.5997188761830312 3.4111676067113876 1.5657025393593356 1.4423885732539918 2.7341964188963166 2.0846904362551868 3.3626768802059814 2.546484199796395
leaf_count=139 1990 40 28 36 135 45 42 56 102 30 24 36 10 20 17 28 36 22 13 30 10 1436 22 33 22 91 34 36 53 17
internal_value=1.24758e-05 0.00107367 0.0252079 0.0451521 -0.000204626 -0.000699978 -0.0205088 -0.00342641 -0.0128939 0.000481503 -0.00070371 -0.0166106 0.000991375 0.00219494 0.018646 -0.000810448 -0.000202358 -0.00170637 -0.0179305 -0.00554662 0.00193398 -0.000383382 -0.016486 0.0206977 0.0259678 -0.0274354 -0.0341884 -0.0239762 0.00243591 0.00152026
internal_weight=280.828 187.855 9.44945 5.61772 178.406 175.838 9.89736 8.69506 7.319 165.941 156.633 15.0839 141.55 11.4257 8.22422 136.791 135.113 126.043 23.0984 21.0915 102.944 97.0272 17.8921 9.07029 3.66846 14.2237 12.7813 10.0471 5.44737 95.9482
internal_count=4633 2643 104 64 2539 2400 335 293 237 2065 2020 103 1917 67 47 1893 1883 1822 323 301 1499 1463 288 61 52 236 145 111 89 1453
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 1 2 0 0 1 2 1 0 0 2 0 2 0 2 1 1 1 2 2 0 1 1 2 0 2
split_gain=0.0521172 0.479169 0.466563 0.293788 0.289673 1.32449 0.759846 0.396958 0.526335 0.245845 0.360476 0.628918 1.08882 0.344433 1.8472 0.405912 0.343071 0.320571 0.357107 0.342902 1.34146 1.11006 0.644051 0.510712 0.326633 0.368034 0.702176 2.7314 0.776834 0.371466
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 42.081757894750005 42.477827694800006 0.34542378970000004 42.498713093000006 0.48911709230000006 0.52468488970000016 0.32467590790000006 39.476991512000005 0.32012514595000008 0.41229304515000009 0.47697673720000006 41.289992964000007 0.4560492201000001 35.771221912400001 0.47774018740000007 41.362929270750008 0.34512439750000007 0.34491482290000003 0.34524415440000006 41.289992964000007 40.408647214050006 0.47811442770000007 0.34536391125000004 0.34560342505000002 40.767054867700004 0.48001556840000009 41.559097512700014
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 -9 10 16 12 -12 14 15 -11 -1 18 -15 20 22 -21 23 -19 -23 -26 27 -27 -28 -30
right_child=4 2 3 -5 6 7 -8 8 -10 13 11 -13 -14 17 -16 -17 -18 19 -20 21 -22 24 -24 -25 25 26 28 -29 29 -31
leaf_value=0.027792326273866203 -0.1164547507664197 -0.003625298324376241 0.05926009336405226 0.010940425624418678 0.074327127142296695 -0.045698789402047656 -0.0012891725060344382 0.048898511666593036 -0.012792128227945508 -0.083597192925813704 0.095822619786030017 0.10538658936095809 -0.13498773031701838 -5.2354387289434342e-05 -0.13974400737088516 0.0026975220078458398 -0.11640490883868751 -0.0035024948124181021 0.039363273394071543 0.049208186199179708 -0.067506725420049915 -0.044373028134096951 -0.035804255919013525 0.047655224087104868 0.027563482211279019 0.026668203127062702 0.043770212929660483 -0.10426320151999575 0.00088753333133633362 -0.017945565360816082
leaf_weight=0.40138274734181267 1.2059668579477127 3.8355957356279742 3.4976658057130408 1.9653555749682707 1.3506704694564167 1.7756875036284325 82.47367004545049 2.0823987945914268 4.1178082519763848 0.58493816134023191 0.43833331579207868 1.0353736802935598 0.38293480244465172 4.8670414686202985 1.1196776780998323 8.000274565540165 0.28015818417770788 4.8626712262630445 4.3556820377707481 4.6025867499411097 3.673868723679333 1.6931315883994091 3.2230771109461775 3.2595015149563551 4.6189615465700617 3.4720810651779166 4.0167451649904242 2.9444933235645294 107.94933886185709 11.598350870393913
leaf_count=35 39 40 28 36 17 23 1829 12 70 179 40 9 6 25 42 114 49 30 20 24 36 10 20 17 26 17 36 34 1597 173
internal_value=1.61527e-05 0.000979679 0.0231076 0.0418768 -0.00191781 -0.0187801 -7.07591e-05 -0.0040116 0.00792726 -0.000180307 0.0307184 0.0535511 -0.0117979 -0.000628862 -0.0189375 -0.00318201 -0.0314822 0.00044711 0.0185627 -0.000624472 -0.0149882 0.000906668 0.00201855 0.0170276 -0.000724464 -0.000175409 -0.00116113 -0.0334147 0.000513768 -0.000939628
internal_weight=279.685 186.679 9.29862 5.46302 93.0062 9.18186 83.8243 7.97589 6.20021 177.381 2.53818 1.85664 0.821268 174.842 9.70489 8.58521 0.681541 165.138 9.22272 155.915 15.0191 140.896 11.3452 8.12217 136.293 134.6 129.981 6.41657 123.564 119.548
internal_count=4633 2643 104 64 1990 144 1846 105 82 2539 139 55 46 2400 335 293 84 2065 45 2020 103 1917 67 47 1893 1883 1857 51 1806 1770
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 0 1 1 2 1 0 2 2 1 0 2 1 1 2 2 0 0 0 0 0 2 0 0 0 2
split_gain=0.0529851 1.18887 0.376316 1.00202 0.579118 0.491105 0.469974 0.855595 0.267983 0.669834 0.954078 1.85398 0.739744 0.266782 0.516974 0.343184 0.338417 0.788549 0.697084 0.515981 0.508555 0.730139 0.789513 0.609617 0.732566 1.40347 0.391453 0.327518 0.73583 0.907059
threshold=0.3459626957000001 0.34608245260000009 0.34569324270000007 40.986363433950011 0.34566330350000002 0.48654231910000006 0.34560342505000002 0.34554354660000003 42.206017975500011 0.34575312120000007 0.48368312325000012 42.684965421050009 42.957059535450007 0.34542378970000004 0.48149755995000004 41.808689985400001 0.34527409360000011 0.34521421515000011 41.909642283050012 40.94178426300001 0.48368312325000012 0.48185683060000012 0.47976108500000009 0.47943175355000006 0.47774018740000007 40.518963363600001 0.47961138885000004 0.47736594710000008 0.47568935060000012 41.542492784600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 13 -5 -10 11 -11 -13 16 15 -15 17 20 19 -18 21 22 23 24 27 -26 -20 28 -1 -30
right_child=1 -3 3 8 -6 -7 -8 -9 9 10 -12 12 -14 14 -16 -17 18 -19 26 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0087621403754706839 -0.068196656757408117 -3.3746565984517993e-05 -0.043039599728002961 0.041499688600303473 -0.038231998551049605 0.036497559545751082 0.043626179562444418 -0.054363169216625179 -0.053878989129536294 -0.14522316170609631 0.11586224272764752 0.10483840273834683 -0.020071700393251415 0.06144239136871063 -0.021591851762849289 0.010606293361080384 -0.031320102715374588 0.038540454403348787 -0.01181617446833644 0.02406442682640518 -0.040284147702287658 0.033751706195271916 -0.041805349422816718 0.046596342836736443 0.0069178237303247616 -0.08824803470105605 -0.078899258732336233 0.029589598373299483 -0.078118992525134101 -0.0010924137320497595
leaf_weight=20.686300419399238 2.5976292034611097 171.23529760160591 2.3167175054550162 6.9299200102686864 3.9051351691596201 3.7570371460169545 2.3491794634610406 2.9766724521759889 1.2014946974813936 0.6528727915138014 0.99051243066787709 1.0760736390948293 0.84754734393209208 2.5694748535752288 2.2979869768023491 2.7483578238170594 2.9165078588544002 5.1809644850436589 1.4079137778608131 3.9743610835867003 3.3083055764436713 5.7471337355673304 4.9434537563938639 2.6822414584457865 3.6242756918072692 2.7072376683936454 2.2762076910585165 4.1760282441973677 2.4321224540472022 4.1162659835536033
leaf_count=646 17 3288 12 27 32 30 13 20 11 10 3 58 16 10 21 35 24 39 37 32 22 24 29 15 21 42 16 19 17 47
internal_value=1.8391e-05 -0.00105232 0.00179442 0.0170456 -0.000560059 0.00113328 -0.000465171 -0.00174753 0.0289447 0.0106989 0.032451 0.000384194 0.049803 0.000265699 0.0180423 0.0351693 -0.00166341 0.00126157 -0.0181496 0.000623346 -0.00228728 0.000171979 -0.00408184 0.000531311 -0.00274241 -0.0337733 -0.053263 0.00351255 -0.000485974 -0.0297007
internal_weight=278.631 173.833 104.798 14.0151 90.7832 86.878 83.121 80.7718 11.6984 4.7685 3.56701 2.57649 1.92362 77.7951 7.61582 5.31783 70.1793 59.6043 10.575 6.89087 54.4234 51.1151 45.3679 40.4245 37.7422 6.33151 3.68412 31.4107 27.2347 6.54839
internal_count=4633 3305 1328 137 1191 1159 1129 1116 125 98 87 84 74 1096 66 45 1030 921 109 56 882 860 836 807 792 63 53 729 710 64
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 1 0 0 1 1 2 0 1 1 0 1 0 0 0 2 0 0 0 2 1 1 2 2 0 0
split_gain=0.0513517 0.121332 0.220961 0.509008 0.267194 0.129701 0.258041 0.129513 0.117895 0.182579 0.0850449 0.364558 0.536208 0.718279 1.11265 1.02033 0.596968 1.22815 1.19298 0.375978 1.24642 1.03887 1.5027 0.894082 0.792452 0.739665 0.733494 0.354113 0.341005 1.20293
threshold=34.823977857500005 0.54413041525000005 0.38906020780000011 0.38512319990000005 0.50218556330000019 0.34007963835000005 0.49405706415000006 0.42314601355000009 0.43540612555000008 0.43643902880000007 38.060777288450005 0.50386215985000016 0.36880632320000012 0.37323732825000006 0.51484985480000012 0.37644082515000005 0.52290350590000012 0.52324780695000006 0.52366695610000014 36.257608591500009 0.50035927070000008 0.50035927070000008 0.49877249185000011 37.041406607950009 0.36510882910000009 0.36476452800000009 37.572218886150004 35.374259656300005 0.52401125715000008 0.52863686715000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -3 -10 11 19 -13 -14 -15 -16 -17 -18 -19 21 23 22 24 -21 25 27 -25 -2 -20 -30
right_child=10 8 -4 -5 -6 6 -8 -9 9 -11 -12 12 13 14 15 16 17 18 28 20 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.049994567884562774 -0.095737565869943739 -0.10743066246641389 0.058617758515706234 -0.11604232827692723 0.078938922592267341 -0.10647576523881511 0.026451898262306379 0.068357953436537375 0.095115302308337035 -0.10213078783606507 0.00048694238101393956 -0.084051538801071926 0.077086376666823261 -0.13337248409854971 0.12919622259114724 -0.058944777850924196 0.11806339597182708 -0.1528347165485153 0.052446634941100315 -0.070051430870590695 0.075180974614063395 -0.08517824010162442 0.10819226837045576 0.071490566528316646 -0.10196206104387605 0.104271297380259 -0.026483575662082655 0.030403273713678281 -0.11751287154307476 0.0014416159849838742
leaf_weight=0.13116270261480145 0.50979358749464398 0.15673365215479851 0.95600344240665425 0.31674705445766438 0.5524475099518894 0.28446223791297598 0.30009702499955893 0.31335188215598464 0.10821987921372056 0.082858852291110452 245.35558146398535 1.0484803840518022 0.88960682600736518 0.75891959539148857 0.51420128345489402 2.4558873143978408 0.76191234588622947 0.57993719726800819 0.92794894194230337 1.6016960958659181 2.7695819586515427 1.4379091933369634 1.1744722500443456 1.5183323170058431 0.93210584670305241 0.57637819647789001 1.5383642213419078 0.39498235068458598 0.95164051803294381 7.9686826111083064
leaf_count=59 9 29 13 5 12 43 9 17 2 197 3730 6 5 12 1 21 2 5 5 30 10 8 6 23 5 5 26 47 30 261
internal_value=2.55364e-05 0.0126161 0.0194112 -0.000333979 0.0228401 -0.00727599 -0.0382343 0.0334357 -0.043147 0.00958205 -0.000121245 -0.00521227 -0.014798 -0.0102049 -0.0154099 -0.00908771 -0.0142984 -0.00449995 -0.0134548 0.00776294 0.022055 -0.0133609 0.0154224 -0.00953034 -0.0297263 0.0157324 0.0221825 -0.0406704 -0.00524706 -0.0112487
internal_weight=277.868 3.20208 2.85427 1.89827 1.58152 1.02907 0.584559 0.444515 0.347812 0.191079 274.666 29.3108 16.8572 15.8087 14.9191 14.1602 13.646 11.1901 10.4282 12.4536 7.42797 5.02564 3.58773 4.65839 2.41326 1.48115 3.0567 0.904776 9.84827 8.92032
internal_count=4633 386 158 145 140 128 52 76 228 199 4247 517 348 342 337 325 324 303 301 169 89 80 72 79 66 61 49 56 296 291
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 2 1 2 2 2 1 2 1 0 0 0 0 1 0 0 2 1 0 2 0 1 0 0 1 2
split_gain=0.052184 0.541305 1.0414 1.22344 0.448933 0.37651 1.39713 0.87776 1.94159 0.759098 2.54066 1.18678 0.887829 0.628141 1.13457 0.764345 0.639016 0.937457 0.553775 0.507317 0.498404 0.867298 0.824343 0.521474 0.423131 0.559969 0.421006 1.71327 1.33514 0.713983
threshold=0.53938504835000012 0.41917906650000009 40.542362378300005 47.74983977685001 0.39170982905000007 40.806664626150003 0.42111014640000005 40.890797847750008 41.087689990200012 40.003678352300007 0.42802610700000004 39.955516828000007 0.43929822460000006 0.54284302865000023 0.54986377655000018 0.55234873210000013 0.55688452445000014 0.43220262865000009 0.55788748840000013 0.56345618395000019 41.243661560350013 0.43643902880000007 0.55980359870000018 41.559097512700014 0.57403969940000021 0.45107930900000009 0.54353163080000011 0.54585192060000021 0.44720217960000008 38.751720283100006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -8 -9 11 -11 26 -12 -10 -15 -16 -17 -18 -14 -20 -19 -22 -23 -24 -21 -26 -3 -28 29 -29
right_child=1 5 3 4 -6 6 7 8 13 10 12 -13 18 14 15 16 17 20 19 24 21 22 23 -25 25 -27 27 28 -30 -31
leaf_value=0.00081992749187436418 -0.0026789414992148429 -0.039847198540576667 -0.11100219698541983 0.091897526565173096 -0.041210497624865054 0.082938898447715861 0.053132755420265521 -0.14325387096467343 -0.074774111037900104 -0.13432484824125246 0.052866818489500027 0.12244715249584365 -0.12207947862664498 0.063289904241627934 -0.12127076035545042 0.043795953133496705 -0.14601214171137863 0.057513580504293838 0.044224626140937452 -0.1210687384743938 -0.12570964642300156 -0.15176048532912334 -0.11944394088438015 0.0028060603972759343 -0.13028562068694793 0.018927605260387892 0.075219229990054232 -0.028254031499652672 0.012442144037779802 -0.11909876286201873
leaf_weight=208.16782732897764 7.7419482171535474 2.5060422974638685 2.2566076134098698 0.47618361259810604 0.5415337856302358 2.3357947872718787 3.1195406389306326 0.95058944858465366 1.0228004753589655 1.9019922874867905 2.0017062351107597 0.80205023288726884 0.55677516013383899 2.9730632826685932 0.52774244174361484 2.9618667525355731 0.46689901314676063 1.2869942253892102 1.0076396949589255 0.51359486859291781 0.59415692056063818 0.36415079608559864 0.35629420976329385 16.875314298977173 0.32610650081187476 1.0994331061301634 2.7492753677070132 2.3511724797417615 7.007799901667795 1.3688186202198265
leaf_count=2763 73 18 58 4 54 28 27 31 11 16 9 2 4 14 10 24 15 15 7 20 11 7 28 689 23 59 12 109 457 35
internal_value=2.97606e-05 -0.0023526 -0.0226742 -0.0699519 0.0210699 0.00150537 0.00831661 0.00278309 -0.00275138 -0.00802075 -0.0346859 0.00374651 -0.000261955 0.00211787 0.00509612 -0.00228708 0.000454276 -0.00598242 -0.0306164 -0.013335 -0.00262564 -0.00688068 -0.00286818 0.000278324 -0.0432449 -0.0152064 -0.00221002 0.00478856 -0.0132611 -0.0616815
internal_weight=277.212 69.0439 11.0163 3.27433 1.01772 58.0276 33.8352 31.4994 28.3799 24.1924 7.40725 16.7852 5.50526 27.4293 26.4065 23.4334 22.9057 19.9438 3.50355 2.94677 19.4769 18.1899 17.5958 17.2316 1.93913 1.42554 15.9831 13.4771 10.7278 3.71999
internal_count=4633 1870 189 116 58 1681 910 882 855 771 138 633 122 824 813 799 789 765 113 109 750 735 724 717 102 82 631 613 601 144
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 0 1 1 1 0 2 0 1 2 2 1 2 0 2 0 0 1 1 0 0 1 0 0 0
split_gain=0.0919329 0.174447 0.195875 0.0512628 0.123984 0.136857 0.352578 0.267147 0.169567 0.0976237 0.0825139 0.071127 0.343384 0.415385 0.366279 0.878743 0.934383 0.352115 1.25696 0.750058 0.632681 0.943596 0.527231 0.729803 0.530574 0.68815 0.381043 0.574482 0.494436 0.826899
threshold=0.39587138110000003 0.30609861980000008 44.952171034750002 34.823977857500005 34.214889417600013 0.43121463430000007 0.52401125715000008 0.38045268105000002 0.36551300860000008 0.43643902880000007 0.53447501570000011 38.060777288450005 0.50218556330000019 0.36551300860000008 35.771221912400001 36.257608591500009 0.36510882910000009 36.859113051050009 0.51484985480000012 36.772607578000013 0.50730517050000012 0.5218855723000001 0.39431454150000006 0.39591628995000006 0.54986377655000018 0.55234873210000013 0.39019789825000006 0.52432561900000019 0.52863686715000002 0.5296248615500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -2 -7 -6 12 13 14 -5 16 -16 19 -19 20 -14 -22 -20 -24 -25 -26 -23 -28 -29 -30
right_child=3 -3 -4 11 10 9 -8 -9 -10 -11 -12 -13 17 -15 15 -17 -18 18 22 -21 21 26 23 24 25 -27 27 28 29 -31
leaf_value=-0.10297452008370252 -0.0035708616385302519 -0.11272817867700578 0.068394598748503885 0.030698889183940006 0.017565565256795233 0.094415194480417186 -0.10910988966294628 0.056229982063618782 -0.11412647145723454 -0.10115881413690019 0.072943988262461595 0.00051450497429737893 -0.088721485080188595 0.037117385081592451 -0.01520791427442875 0.0016179388129674733 -0.21081671798460394 -0.12569236862237051 -0.041118620204847439 0.057979489346718704 0.063646839993597701 -0.087187238763155983 0.11329157998735098 -0.049909501156757019 0.12784360109195086 -0.0026272219497152204 0.057813535318211678 -0.11116531945438057 0.11879579428624293 -0.046945030414747957
leaf_weight=0.10374574335810294 0.5278377138870376 0.20822292022785405 0.18677711521741003 2.068215450242862 0.68579249083995797 0.20139112608740095 0.30826466239523131 0.64142440818250179 0.18819679040461779 0.029227144103060709 0.44277123342544655 243.61956827202584 0.96595128625631499 3.609352943720296 0.53844173873949319 3.9573901319818106 0.446873739361763 1.1202856695163053 3.771622287691569 1.8575612735585307 1.6084832192864267 0.83242149651050557 0.58684100210666645 1.6557011591503394 0.50081056356430087 2.0967889411385841 0.87589238304644856 0.65107685024850104 0.39152967929840077 1.3021363467014451
leaf_count=130 69 50 8 24 22 11 24 14 6 172 31 3583 7 23 42 66 3 12 31 16 14 5 2 25 1 96 4 16 1 125
internal_value=2.46897e-05 -0.04287 0.00719867 0.000102348 0.0130487 -0.00256953 -0.0125654 0.00935882 -0.0326284 0.0696293 0.0392923 -4.13865e-05 -0.00473758 0.00955413 -0.00463595 -0.0194214 -0.103923 -0.0130694 -0.026051 0.00181999 -0.0139205 -0.00115819 -0.0130889 0.00875297 -0.00567054 0.0225272 -0.0268765 -0.0112883 -0.0371017 -0.00863024
internal_weight=275.981 0.498746 0.290523 275.482 3.02491 1.89634 1.66572 1.35746 0.716035 0.230618 1.12856 272.457 28.8374 10.6203 7.01092 4.94271 0.985315 18.2171 9.73205 8.48505 6.62749 5.66154 8.61176 4.84014 4.2533 2.5976 4.05306 3.22064 2.34474 1.69367
internal_count=4633 188 138 4445 349 296 113 89 75 183 53 4096 513 158 135 111 45 355 167 188 172 165 155 124 122 97 151 146 142 126
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 2 0 1 1 0 0 0 2 1 0 2 2 1 0 0 1 0 0 0 0 1 0 2
split_gain=0.0560594 0.873634 0.737314 1.79776 0.555124 0.481389 0.247747 0.418459 0.384286 0.841731 0.454809 0.667248 0.641525 0.816368 0.549127 0.819657 0.680764 1.15258 0.604906 0.424934 0.446901 0.419955 0.872532 0.584698 0.906937 0.793313 0.419749 1.79933 0.765585 0.209978
threshold=39.427119987250002 39.262923716450011 39.525197829750006 0.56685428580000019 0.56915960600000015 0.49146732130000009 39.032633164100012 38.911218973650008 0.55877069550000014 0.4529056016000001 0.4289991317500001 0.5485614203000001 0.54695967185000016 0.54284302865000023 38.621016321050007 0.42039160505000012 0.49820364660000011 38.536700832000001 35.887362732750006 0.36551300860000008 0.5116313883000001 0.50291907430000016 0.36698003050000011 0.52769378160000013 0.52925062125000011 0.52252926560000013 0.49194634890000005 0.35585760905000008 0.47787491390000009 39.788107623550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 -6 7 8 10 -10 12 -12 13 14 15 16 17 26 19 -18 -21 -20 -23 25 -25 -24 27 28 -1 -4
right_child=2 -3 29 -5 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 18 -19 21 20 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025383621433633977 -0.11701478929753691 0.045454428260356991 -0.014569019974148202 0.041801565637459043 -0.11328309323691919 0.02923680970498024 -0.018444678892984148 0.035117421989788698 0.088941931036074437 -0.019447856232548973 0.0054642921011103553 -0.13765963877524526 0.056943897884117689 -0.064622432319584797 -0.032340835503808611 0.0814493602077207 0.056623097104285237 0.13861415325374102 -0.052529629610611951 -0.032588978966544044 0.027769234672382282 0.055039242701349834 -0.013645119903061016 0.049444814861319575 -0.035573956396720556 -0.083575277519778127 0.047691758505991999 -0.18119364469970892 0.087477516424641355 0.00063593504427942834
leaf_weight=4.7402168125900026 1.7037366176955393 4.4318423241784322 9.513957648065114 1.2254028355528135 0.78408040684052938 0.3396668948464594 6.007540075108408 3.7634615354472762 1.4657480116584332 1.4015598286059683 0.7144822331611056 0.5986677704640897 1.8888399686402397 2.0217726262635543 4.4998412518762043 1.3407323928549875 1.9698873739689613 0.80362062086351294 2.8788033723831203 2.1535109076648951 2.8503313136752695 1.7689553573727597 4.5220113831164763 2.4506844053976238 2.5710881664417684 2.5297862901352346 2.5806037168949842 0.50526974780541412 1.180042296182364 200.26216238215602
leaf_count=211 38 34 86 10 207 213 44 24 31 23 13 34 29 18 35 7 14 4 16 20 39 6 39 19 40 38 28 32 15 3266
internal_value=2.55448e-05 0.00265173 -0.000749365 -0.0505741 -0.000600299 -0.0702046 0.000766965 0.00302116 0.000474745 0.0359603 -0.00180818 -0.0597862 -4.8101e-05 -0.00265038 0.000534073 0.00477943 0.0017114 0.023865 -0.00746019 0.0172808 0.00179278 -0.0177786 -0.0105515 -0.0201615 0.00591621 -0.0387321 0.0136259 -5.55417e-05 0.0154038 -5.36539e-05
internal_weight=275.468 62.763 212.705 2.92914 58.3312 1.12375 57.2075 51.1999 47.4365 2.86731 44.5691 1.31315 43.256 41.3672 39.3454 34.8455 33.5048 9.80975 23.6951 6.97373 5.00384 16.7213 13.8425 12.0736 5.02177 7.0518 9.00613 6.42553 5.92026 209.776
internal_count=4633 1233 3400 48 1199 420 779 735 711 54 657 47 610 581 563 528 521 290 231 73 59 158 142 136 59 77 286 258 226 3352
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 2 2 2 1 0 0 1 2 0 1 2 0 1 2 0 0 1 0 2 0 2 2 0
split_gain=0.0557291 0.875769 0.395163 0.837289 0.999737 0.431953 0.749464 0.816194 0.55988 0.497211 0.566962 3.01337 1.21468 1.19989 0.518204 0.484953 0.441507 0.363533 0.422016 0.405726 0.330932 0.317997 0.855209 0.245303 2.25505 0.605821 2.48707 0.851806 0.41836 0.444431
threshold=40.518963363600001 40.408647214050006 40.371455563000005 40.300545846000013 40.21994457600001 40.148327922700012 40.040404835300002 39.896141435400004 40.003678352300007 39.476991512000005 0.34524415440000006 0.48458129995000004 0.51809826055000008 0.39019789825000006 39.262923716450011 0.56915960600000015 0.49146732130000009 40.767054867700004 0.54504356155000011 0.34515433670000012 39.354247760400007 0.48185683060000012 0.47847369840000004 0.39078171310000004 0.52769378160000013 38.751720283100006 0.51657136015000005 38.238138001450004 38.983591653800012 0.52889135055000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 -9 14 -11 -12 -13 -14 15 23 -17 18 19 21 -16 22 -2 25 -25 27 -27 -1 29 -26
right_child=17 -3 -4 -5 -6 -7 -8 8 -10 10 11 12 13 -15 20 16 -18 -19 -20 -21 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.0044778001703745275 -0.011591115940395684 0.051987782351262515 -0.052032549061048462 0.047987711315203199 -0.055325194753265056 0.037043189392009269 -0.048746479464447733 0.053852401114579077 -0.0093864854444677247 0.013965881667553373 -0.16889035776755579 0.049065724346892589 -0.12316397155308967 -0.01133692568142519 0.05653153888083038 -0.11221231589101746 0.026438456165308395 0.00010745904064338971 -0.054914476115676653 0.0074133106613373072 0.0087336837304781752 0.020163482007798331 -0.15024063470686158 -0.13450317127843389 0.059501389655376637 -0.021427132475936396 0.087696913119568579 -0.052293547395832245 -0.042438687776806955 0.00095715313004402598
leaf_weight=25.479083217922611 1.2539237434393711 3.3729407636565147 1.429141844913828 3.6404760181612792 3.2569061354042779 3.2187326826679046 3.0754953149444182 4.6995949212287078 1.9940014882013199 3.8464871160686007 1.3709395519836096 2.5230427253991348 1.1979137174785135 4.8211928888122202 2.6863345145247868 0.71589136203806336 0.33814284167033293 162.11928879826837 2.5007448324904535 5.514086214825511 3.1435651273350231 0.64687909930944432 0.68949371436610807 1.3202188108698489 1.4178142598830223 4.5055807456374151 3.8932961374521255 2.9487816273758645 2.0015152357518664 15.178100847129825
leaf_count=389 75 35 17 36 34 34 35 32 37 24 14 25 16 80 17 207 213 2795 37 36 34 3 18 53 15 38 14 33 19 218
internal_value=2.88399e-05 0.0018813 0.000169021 0.000935969 -0.000893422 0.00106816 -0.000260411 0.00151309 0.0350137 -0.00138452 -0.0186213 -0.0312658 -0.0091783 -0.0335926 0.00234293 -0.000523217 -0.067732 -0.00106591 -0.0190031 -0.00792206 0.0307583 -0.0405672 -0.0607818 0.000725195 -0.00821511 0.00556053 0.0291573 -0.00141101 0.000749996 0.00595868
internal_weight=274.8 102.075 98.7022 97.2731 93.6326 90.3757 87.157 84.0815 6.6936 77.3879 13.7596 9.91309 8.54215 6.01911 63.6283 57.7984 1.05403 172.724 10.6051 8.10438 5.8299 2.5903 1.94342 56.7444 19.9176 36.8267 8.39888 28.4279 18.5974 16.5959
internal_count=4633 1669 1634 1617 1581 1547 1513 1478 69 1409 159 135 121 96 1250 1199 420 2964 169 132 51 96 93 779 305 474 52 422 252 233
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 0 1 1 0 0 2 2 2 1 0 0 1 1 1 0 2 2 1 1 0 2 2 0 2
split_gain=0.0506872 0.243776 0.378101 0.618578 0.212973 0.152877 0.16834 0.141484 0.259848 0.194131 0.27097 0.458929 0.119962 0.28556 0.599178 0.667088 0.526857 0.324823 0.205592 0.339786 0.195178 0.0896937 0.306584 0.0740867 0.453019 0.677901 0.82156 0.74798 0.441868 0.236085
threshold=49.292797572200008 49.064150740050003 0.31118828780000007 0.31060447290000009 48.823707093150006 36.952388736350009 0.3733870243500001 0.39670967935000007 0.50491003265000012 0.66718062335000017 0.58035687555000015 52.834037000700008 47.927946529500012 46.095286511800005 0.37447980600000008 0.48634771415000005 0.54191491270000014 0.45824975300000009 0.37977904855000005 0.44922307715000004 0.60263165775000016 50.189067467950004 51.757767929250001 0.46551001470000003 0.45824975300000009 0.57670429030000014 40.94178426300001 40.806664626150003 0.56685428580000019 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -2 9 10 21 -12 13 23 -15 -16 -17 -18 -14 -20 -19 -9 -23 24 25 -4 27 -27 -25 -30
right_child=7 -3 12 -5 -6 6 -8 8 -10 -11 11 -13 18 14 15 16 17 20 19 -21 -22 22 -24 28 -26 26 -28 -29 29 -31
leaf_value=0.101583353861595 -0.03094162664360002 0.039700982376995125 0.00036946355812271666 -0.12154549806050129 0.10224220746619431 0.013473320902972905 -0.10441181659011407 0.088597724644871201 -0.1019045226439024 0.10900782667416153 -0.11029462466421408 0.093118012496036878 0.025657424998933753 -0.12231574384596787 0.11674634729068507 -0.10832377919494576 0.029424848046704546 -0.1207226294106829 -0.035246938311754704 0.021702844388303198 -0.0060693819754696196 0.073260741431218843 -0.10164699572896013 -0.11329196263413595 0.035871930464888367 -0.10249516026607267 -0.11864102342952661 0.11741085056150785 -0.016399915975617352 0.036938762696290241
leaf_weight=0.087484288960694157 1.8536570893338642 1.5519633332733054 244.87927508425537 0.66834231370012276 0.18916576355695724 0.25737560703419149 0.22883866237089023 0.29857505712789112 0.18775977048790071 0.22284893691539753 0.36057287057337817 0.16019087703170953 4.8213364575058204 0.57310541876358856 0.36119323968887362 0.62066568306181613 1.1685080265160648 0.28677650331519533 1.9453422685619441 2.2703591758618131 0.30787927641358692 0.31935834013711428 0.14604336839602183 0.39586644875816901 3.5587303955262533 0.26511859400397852 1.0328821942675857 0.37128695845603943 3.3040068293234981 1.1081311882589941
leaf_count=2 58 31 2872 24 3 16 160 13 69 1 69 10 30 30 1 39 27 8 33 37 39 14 80 12 121 87 29 1 706 11
internal_value=2.62433e-05 0.000182162 -4.60903e-05 -0.0513078 0.0102271 -0.020113 -0.0420098 -0.0118468 0.00903103 0.0228473 0.00790201 -0.0477234 0.000228411 -0.000167916 -0.0293149 -0.00989818 -0.0290871 -0.00119438 0.0115535 -0.00457673 -0.0613616 0.045819 0.0183746 0.000211479 0.000447848 -6.34702e-05 -0.0635735 0.0258008 -0.0120842 -0.00300363
internal_weight=273.803 270.254 268.702 1.43121 0.762864 0.573699 0.486214 3.54901 1.69535 1.50759 1.28474 0.520764 267.27 258.233 3.31813 2.74502 2.38383 1.76316 9.03704 4.2157 0.594656 0.763977 0.465402 254.915 250.107 246.549 1.66929 0.636406 4.808 4.41214
internal_count=4633 4319 4288 205 181 178 176 314 256 187 186 79 4083 3983 144 114 113 74 100 70 47 107 94 3839 3110 2989 117 88 729 717
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 2 1 1 0 2 1 1 0 0 1 1 0 2 2 2 1 1 0 0 1 0 1 2 0 2
split_gain=0.0611847 0.385528 0.219755 0.205053 0.157094 0.392413 0.190567 0.285545 0.0908358 0.431448 0.339819 0.75954 0.291626 0.564182 0.346104 0.482169 0.297122 0.40783 0.599443 0.2774 0.161339 0.358491 0.313264 0.383712 0.229971 0.817613 0.205012 0.490782 0.148516 2.02867
threshold=0.62376874945000005 0.47634801355000006 0.58454836680000011 40.722669576350008 0.51869704500000013 46.095286511800005 0.52366695605000013 0.57854555250000017 0.58388970390000006 47.309807198350008 0.4373072662500001 0.45824975300000009 0.58887458460000019 0.59751205050000011 0.45932756505000005 0.47289003325000006 0.59930840395000018 44.749265482150008 37.500638522700008 48.823707093150006 0.46551001470000003 0.46280051495000007 0.56685428580000019 0.58035687555000015 0.45420795785000007 0.58249753000000004 0.4671267327000001 49.960114208400007 0.57212358910000016 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 -5 -6 -8 20 10 -10 -12 -13 -14 -15 -16 -17 18 -18 -11 21 24 -22 26 28 -26 -24 -28 -1 -30
right_child=1 2 -4 4 6 -7 7 -9 9 19 11 12 13 14 15 16 17 -19 -20 -21 22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.00033532252158556422 -0.11152256401651316 -0.1030103295489736 -0.1086360750183538 0.036316705939240551 0.11255884985866581 -0.057320687684932065 -0.10155216218114421 0.072885466243339941 0.099770469310293208 0.080076505226704647 -0.11594009815241274 0.057987979793787163 -0.11127124525087112 0.092346315592210723 -0.12840077310072767 0.10947935104872107 0.090832719007396062 0.10447317750189558 -0.10535004899613568 0.0027755581266814193 -0.11175559168295912 0.046829242364877177 0.070435374033610693 -0.10975893243580277 -0.106429470308021 0.041495626323125936 -0.10625829165728946 0.051934572926951944 0.037539263391736161 -0.11738782509037748
leaf_weight=255.07995014452717 0.35793704559409834 0.16331030291485227 0.17952794730626909 1.0718245832686082 0.30331346840830509 0.76841479522408906 0.15013811967219226 0.25026482669636607 0.28172941511002036 1.2225789027288554 0.61379829873567393 0.79542924985798924 0.46139081997534992 0.41805233806371678 0.28205809553401184 0.26888471423080751 0.2233509449470148 0.23840012401342392 0.51458587124216137 0.74842242592421815 0.36929578217677672 1.632617950439452 0.43828881227818761 0.30503695073639381 0.8212882741136116 0.68553780671209097 0.33833851443523599 0.46655133552849293 2.2730837945637172 1.3454813556309089
leaf_count=3301 38 169 115 27 5 31 102 7 9 16 48 19 58 4 24 7 28 2 185 72 13 9 7 50 115 6 32 18 57 59
internal_value=1.86652e-05 -0.0136315 -0.00149382 0.00561114 0.0125841 -0.00278275 0.052769 0.00747701 0.000182813 0.0122788 -0.00621351 -0.0140382 0.00549461 -0.0118546 0.0117249 -0.0103431 0.0163984 -0.00923621 -0.0459715 0.050724 -9.55008e-05 0.000116151 -0.0289967 -0.00925622 -0.000176943 -0.0391302 0.015404 -0.0145624 4.99454e-05 -0.0200669
internal_weight=273.069 3.24473 2.88679 2.70727 2.54396 1.84024 0.703716 0.400403 269.824 6.06868 4.09768 3.81595 3.20215 2.40672 1.94533 1.52728 1.24522 0.976337 0.737937 1.971 263.755 261.838 1.91751 1.54822 260.205 1.50683 1.24318 0.80489 258.699 3.61857
internal_count=4633 494 456 341 172 58 114 109 4139 472 384 375 327 308 250 246 222 215 213 88 3667 3547 120 107 3538 121 57 50 3417 116
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 2 1 1 0 0 2 1 1 1 1 1 1 2 2 2 2 2 2 2 0 0 1 0 0 0
split_gain=0.0523243 0.347414 0.196754 0.183029 0.138999 0.323491 0.172945 0.250449 0.0962239 0.394001 2.11594 0.527366 1.02723 0.558889 0.402354 0.482741 1.33709 0.496778 0.823661 0.380652 0.579365 1.22364 0.638192 0.590066 1.93229 1.33329 1.03488 0.625896 0.522682 0.396974
threshold=0.62376874945000005 0.47634801355000006 0.58454836680000011 40.722669576350008 0.51869704500000013 46.095286511800005 0.52366695605000013 0.57854555250000017 0.56579144335000009 0.56345618395000019 38.983591653800012 0.45107930900000009 0.46280051495000007 0.44618424600000006 0.43694799560000003 0.43220262865000009 0.42926858475000007 42.320906304050006 43.521589032450009 38.911218973650008 40.890797847750008 41.772405911750006 40.806664626150003 42.546237522150008 0.57299182660000014 0.58388970390000006 0.44844465735000011 0.59336546810000013 0.62143349005000015 0.57161462230000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 -5 -6 -8 9 11 -11 13 -13 14 15 16 -1 -17 -19 28 22 -22 29 24 -23 -26 27 -25 -10 -21
right_child=1 2 -4 4 6 -7 7 -9 19 10 -12 12 -14 -15 -16 17 -18 18 -20 20 21 23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.0005449879648956055 -0.11038400085583794 -0.10272447072285623 -0.107799654655126 0.033110092776515811 0.11102431540915736 -0.052568806515438798 -0.10140468266563669 0.068342377249232797 -0.089236548082211126 0.037151357651595024 -0.14377393188790452 -0.094480577885017569 0.01665335063077604 0.044952419228717178 -0.038390138793922682 0.055310812378104326 -0.089798338950812517 -0.13188679044982041 0.050246053323012935 0.042411201705922143 -0.098559093647577756 0.12082214368413398 0.09758850795478663 -0.12411357962963908 -0.11816269925589747 0.045805438504478518 0.0096937504553743867 0.025713658299449445 0.088338424762525611 -0.017364881033587257
leaf_weight=232.25395482435147 0.32704461015418873 0.14815954891491934 0.16363967056577156 1.0587860512969203 0.27804865104553744 0.75483759836060915 0.13603811333450722 0.24072708701714873 0.80651852722167194 1.5420787880429991 1.1129127293825147 1.6812269564688898 1.6460105311125515 2.8060262035942278 2.6905338632759586 3.005168718751519 1.6498384956503276 0.42460646480321862 0.59797607671634978 2.7771122078411308 1.1874697952916893 1.6651692986488327 1.3086736233090048 1.0510779342002932 0.86920389393344555 1.1547229789575792 6.4128746848145965 0.37948249718465366 0.20863772908342071 1.8517922885766891
leaf_count=2976 38 169 115 27 5 31 102 7 207 18 31 31 18 24 32 25 59 5 51 22 57 5 18 67 17 54 302 14 8 98
internal_value=1.07714e-05 -0.0128916 -0.00142333 0.00522935 0.0117089 -0.00254982 0.051201 0.00705203 0.000159763 -0.000371333 -0.0386885 4.09439e-05 -0.0395018 0.000581424 6.3989e-05 0.000498829 -9.2248e-05 0.0348245 -0.0253809 0.00689299 0.0101377 -0.00190188 0.0359298 0.00805062 0.0410329 -0.024613 -0.00746234 -0.0843691 -0.0527408 0.0184978
internal_weight=272.19 3.10728 2.78024 2.6166 2.46844 1.81362 0.654814 0.376765 269.083 249.41 2.65499 246.755 3.32724 243.428 240.622 237.932 233.904 4.02775 1.02258 19.6727 18.6576 12.72 5.93758 11.5325 3.6891 2.02393 7.84344 1.43056 1.01516 4.6289
internal_count=4633 494 456 341 172 58 114 109 4139 3270 49 3221 49 3172 3148 3116 3035 81 56 869 654 516 138 459 76 71 383 81 215 120
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 2 1 1 0 1 1 0 1 0 2 0 0 2 1 0 1 0 0 1 2 2 1 0 1 0
split_gain=0.050743 0.88564 0.739485 0.621954 1.65142 0.940848 1.66304 0.823346 0.594148 0.710476 1.32861 0.719398 1.15716 0.752106 1.64965 1.32416 0.456057 0.45454 0.423152 1.57617 0.612485 0.635662 0.556781 0.405937 0.423933 1.09433 0.802858 0.898166 0.703847 1.40968
threshold=0.50291907430000016 0.35585760905000008 0.3584174126500001 0.37227927305000003 0.5132031975000001 46.645430295100006 0.38334181610000007 0.36880632320000012 0.51657136015000005 0.38723391515000005 0.38906020780000011 0.52252926560000013 0.39019789825000006 0.52432561900000019 39.065416244600009 0.5261668812000001 0.50101793360000013 39.354247760400007 0.36618664115000005 0.49820364660000011 0.37644082515000005 0.49588335680000006 0.4995209724000001 0.36510882910000009 38.621016321050007 38.536700832000001 0.36476452800000009 0.49820364660000011 0.34900152690000003 0.47976108500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 -3 7 5 6 -5 -4 -6 17 -11 12 -12 14 -13 -15 18 -10 22 20 -20 -22 23 24 25 26 27 -1 -26 -30
right_child=1 2 3 4 8 -7 -8 -9 9 10 11 13 -14 15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.010603882447868597 0.096957591749874616 -0.10671666952439939 -0.0076459075201469988 -0.1382335218294278 0.04079789725490203 0.031163595777533928 0.027031316048773936 0.05704181078431593 -0.0021352833742964996 0.052705201030379636 -0.10176724265525812 -0.027512356625820279 0.0038025315378283362 -0.11355654292116318 0.071013007049954099 9.1248201242450538e-05 -0.043283343283264386 -0.064604042316402363 0.080187640407456795 -0.13745231339279809 -0.10930918506717469 0.041466987356642115 0.041851659526894701 -0.042202279714720597 0.00041694542091228414 0.13387002901818176 0.10400426121464219 -0.11145706023219207 0.034103924089287495 -0.058669217032473034
leaf_weight=7.2204937211915841 0.96415857039391895 0.63707841210998495 3.539249380817636 2.1402569697238505 3.7441817445214829 0.79520502634113643 0.85100244937348168 4.4309487123973668 2.0540354354307047 4.9243718320503822 1.7958216741681088 2.7898847293108693 2.4613313965328416 1.0376182815634809 4.3476994002048741 85.813174880515362 2.5374148102127938 2.6904806664679199 0.83149385272554299 1.0358778921654446 0.55344670781050787 0.56513727729907259 3.1489113215357056 2.3144954815506926 117.89243598346184 0.78028859756887037 0.82665981352329243 0.65775832347571839 2.3463521278317776 5.4240972464904189
leaf_count=270 18 6 38 54 30 15 22 41 16 29 21 20 28 76 52 2265 34 34 12 20 36 6 19 16 1267 4 8 5 116 55
internal_value=7.17296e-06 0.0014862 0.000744176 0.0012989 -0.000566372 -0.065515 -0.0912163 0.0283166 0.00163611 0.000277354 0.00201737 -0.000523257 -0.0407306 0.00129791 0.0325022 -0.00126652 -0.00125811 -0.0375595 -0.000515514 -0.037767 0.0151857 -0.0331332 0.00027554 -0.000676862 3.42872e-05 0.0204199 0.0102505 0.000412967 -0.00150445 -0.0306556
internal_weight=271.151 125.016 124.052 123.415 115.445 3.78646 2.99126 7.9702 111.659 107.914 103.17 98.2455 4.25715 93.9884 7.13758 86.8508 146.135 4.74452 143.597 2.98596 1.95008 1.11858 140.611 137.463 135.148 9.4852 8.70491 7.87825 125.663 7.77045
internal_count=4633 2765 2747 2741 2662 91 76 79 2571 2541 2491 2462 49 2413 72 2341 1868 50 1834 74 54 42 1760 1741 1725 287 283 275 1438 171
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 2 0 2 2 2 1 2 0 1 1 2 2 0 0 1 0 2 2 2 1 0 0 2 1 1
split_gain=0.0594364 0.724226 0.348153 0.529345 0.815919 0.302016 0.423008 0.200968 1.31343 0.996203 0.574761 0.520881 0.377014 0.477525 0.567474 0.358432 0.271979 0.551395 0.27098 0.835811 1.16383 0.370824 1.3239 0.616144 0.520535 0.523287 0.514265 0.820002 0.789208 0.442744
threshold=0.47721625100000004 0.47709649410000005 0.47787491390000009 0.47811442770000007 0.34446573455000007 43.477771593600004 0.47757552170000012 42.720329370750001 42.546237522150008 43.564719632750005 0.3447651268000001 44.131787411600008 0.4560492201000001 0.35799826355000003 0.3584174126500001 43.022303514600004 48.96897326980001 0.39672464895000009 0.47500074850000013 0.34494476210000008 0.47697673720000006 38.983591653800012 38.110427674550003 39.032633164100012 0.34422622080000004 0.47076434840000009 0.47396784530000008 40.767054867700004 0.32467590790000006 0.34269932035000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -4 -5 6 -2 8 18 10 15 -11 16 -14 -15 -9 17 -13 21 -20 -21 22 24 -23 25 29 27 28 -25 -1
right_child=2 -3 3 4 -6 -7 -8 9 -10 11 -12 12 13 14 -16 -17 -18 -19 19 20 -22 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.027075656308377972 0.028649059238475324 -0.060593814119948311 -0.049233126674224893 -0.070316663933801052 0.00066695913928371993 0.043406880892555511 -0.014787969635935897 -0.062621905675373651 0.10217226489614165 0.050666129802188986 -0.11418195930030879 -0.0052408084145668093 -0.11344506225809739 0.11154249886735357 -0.10940095666407397 0.038321886964623492 -0.017437687540771254 0.077622612898010868 -0.077025941025801126 -0.04614872843647929 0.071576719294525804 0.114492537510477 -0.14842047279387183 0.021660832793023176 -0.087803279703463008 0.1141320577185659 0.061482949574448768 0.026479742347793253 -0.1292781021581455 0.055697573562477891
leaf_weight=1.6647901614533176 4.6321281027048808 2.1142315845936528 2.1920779328793278 1.6312329442007456 221.60236851728928 3.199719611555337 4.3449167441576719 0.85792680239501284 1.3386654987225473 1.9863685475393129 1.2263381434022447 2.5171785891970999 0.67584616807289399 0.27272516489028931 0.20260769827291369 0.59621701938567639 3.594445270835422 1.1792471425724214 1.7073787553235877 1.7978476234711707 1.5757599659264088 0.66452657803893078 0.63111576350638632 0.58968454611022003 0.49089408357576747 0.52460412681102742 1.5728430356830356 2.7305344182359477 0.83967309279250912 1.0561785437166689
leaf_count=135 27 17 20 17 3542 18 29 18 12 53 77 44 23 1 61 41 41 43 24 44 9 3 18 9 77 7 12 117 90 4
internal_value=9.7858e-06 -0.00400755 0.000557728 -0.000331932 0.000148261 0.0170278 0.00762541 -5.82919e-05 0.00705555 -0.00938385 -0.0637581 0.00459231 -0.00624861 -0.0594316 0.0173667 -0.0212337 0.00214863 0.0211946 -0.000979964 -0.0200144 0.00883901 0.00800427 -0.0144582 0.02334 0.00816904 0.0226849 0.0127738 -0.00564304 -0.0670079 0.00505382
internal_weight=270.01 32.4076 237.602 225.426 223.234 12.1768 8.97704 30.2934 17.1845 13.1089 2.68048 10.4284 8.44205 1.15118 0.475333 1.45414 7.29087 3.69643 15.8458 5.08099 3.37361 10.7648 4.36758 6.39726 3.73647 3.24557 5.73274 4.15989 1.42936 2.72097
internal_count=4633 980 3653 3579 3559 74 56 963 561 402 136 266 213 85 62 59 128 87 549 77 53 472 241 231 223 146 228 216 99 139
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 2 1 2 0 0 0 1 0 2 2 2 2 2 2 1 0 2 0 0 0 2 2 2 1 1
split_gain=0.0507684 0.40969 0.486412 0.360748 0.952698 0.242019 1.2219 0.591747 0.302006 0.399055 0.211315 0.2054 0.295032 1.4394 0.703553 1.06293 0.451347 0.85146 0.283186 0.306951 0.566833 0.415344 0.207689 0.320215 0.265676 0.871875 0.687163 0.954835 0.604259 1.69364
threshold=42.243697547450004 42.027798546600003 0.48077901860000011 0.49194634890000005 0.40206880030000008 42.477827694800006 0.34542378970000004 42.498713093000006 0.48911709230000006 0.52468488970000016 0.56579144335000009 0.32467590790000006 0.47396784530000008 39.065416244600009 38.983591653800012 38.171717059500004 37.140760352250005 35.119813570500007 41.32819714970001 0.32168198560000011 0.41229304515000009 40.099856909850011 0.47500074850000013 0.47697673720000006 0.47976108500000009 41.16018805045001 41.444941515100005 41.542492784600007 0.41997245590000004 0.34626208795000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 -5 6 -2 -7 -8 -10 -11 18 13 14 15 16 17 -13 19 20 -1 -22 -14 -24 25 -25 -26 -28 29 -29
right_child=5 2 3 4 -6 7 8 -9 9 10 -12 12 22 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 26 -27 27 28 -30 -31
leaf_value=0.093769794049049005 -0.11550407991229848 -0.024485305285105567 0.058448631979167213 -0.033096288389179475 0.06367926780850959 0.068258202563871731 -0.040212436698110449 -0.0012954870427669552 0.043902975891832119 -0.031379508261329764 0.015798771263095531 0.031040384664672505 0.037022734851271666 -0.12256141750832657 0.1107649789478543 -0.14849122508368115 0.038902918580503695 -0.16467248953407096 0.098079021279987993 0.096234224093835474 -0.001308083206859458 -0.13200207144153905 -0.033925621598488304 -0.0076050909457519023 0.0012974913670462654 0.028431699158482922 -0.077820301836830086 0.0039079098445098043 0.021362298685005641 -0.087467135627318296
leaf_weight=0.39854731041987124 1.1154456494341483 1.8250045476070207 3.189840167760849 2.1106752477353439 1.9635982002946546 1.2422121713943841 1.7233557398431001 79.899582606404692 1.9827594384551046 2.2242200230248277 1.6564250958253977 0.56471354749987779 1.5179826105013479 1.1513917391712309 0.53925026953220356 0.4893015605630352 1.9107769934926182 0.36660132586257532 0.47762906992693377 0.34730357700027514 0.71596035358379573 0.36822292243596166 2.7573494501411906 14.145233887713404 115.59451446894877 12.778898973017929 2.4791493692428075 6.5726568028330785 4.1709959002473616 2.9339214951032773
leaf_count=41 39 33 10 26 35 17 23 1829 12 30 40 80 18 123 2 11 17 42 26 13 53 6 42 99 1656 76 37 30 112 55
internal_value=9.96169e-06 0.000981855 0.0216678 0.0332631 0.0135447 -0.00193038 -0.0177789 -0.000230679 -0.00341078 0.00740587 -0.0112418 -0.000122305 -0.00052939 -0.0244022 0.00479704 -0.0123559 0.0110815 -0.0459997 0.029509 0.0116126 -0.00820852 -0.0456959 0.000206354 -0.000139837 0.000447268 0.00949891 -0.00140249 -0.0207197 -0.0103698 -0.0242923
internal_weight=269.214 179.37 9.08912 7.26411 4.07427 89.844 8.70221 81.1418 7.58676 5.8634 3.88065 170.28 167.973 5.02204 3.87064 3.33139 2.84209 0.931315 2.30766 1.83003 1.48273 1.08418 162.951 161.433 158.675 26.9241 131.751 16.1567 13.6776 9.50658
internal_count=4633 2643 104 71 61 1990 144 1846 105 82 70 2539 2400 275 152 150 139 122 139 113 100 59 2125 2107 2065 175 1890 234 197 85
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 1 0 1 1 0 0 0 0 1 2 2 0 1 0 2 2 0 2 2 2 0 0 2
split_gain=0.0472825 1.49889 0.552985 0.480126 1.23481 0.768739 0.593463 1.79395 1.04782 0.545978 0.318309 0.898465 0.886319 0.799152 0.660845 0.243706 1.11782 0.27866 1.82829 2.09352 1.60782 1.6971 1.5123 0.901456 0.549999 1.21125 0.36777 0.84213 0.606873 0.823098
threshold=0.42111014640000005 0.53998383280000006 0.54191491270000014 0.54695967185000016 0.40437412050000004 0.39670967935000007 0.54353163080000011 0.41917906650000009 0.54088200950000009 0.41625999220000004 0.43220262865000009 0.54695967185000016 0.54504356155000011 0.55688452445000014 0.5541600551000001 0.40437412050000004 43.968221017800005 43.930205408700004 0.47976108500000009 0.34524415440000006 0.51017933595000009 48.823707093150006 43.895345911700005 0.47774018740000007 44.131787411600008 44.749265482150008 43.521589032450009 0.48389269780000005 0.49588335680000006 43.813842866750008
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 9 15 11 -4 -12 -13 -14 17 -17 22 23 -20 -21 -22 26 24 -19 -26 -1 -28 -29 -30
right_child=1 2 10 4 -6 -7 7 -9 -10 -11 12 13 14 -15 -16 16 -18 18 19 20 21 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.0017871250714750877 -0.12159112082979495 0.065610648154726628 -0.05092638041037284 -0.04747831275158932 -0.11743850984135032 0.099519135912981421 -0.028608039122576465 0.071992842191601056 -0.051789878741587074 0.030374090809525047 0.11291502111665382 0.032501759222995384 -0.0539480282272519 -0.057318649730509964 0.0035927332288668633 -0.11784466260043712 0.035265238038419071 0.062699348810654587 -0.19759899475116682 0.022748396733310174 -0.14136726413628783 0.023253909477789252 0.092910769151441752 0.067719014675629643 -0.11741121703030361 0.0020440293415138486 -0.081166995476235848 0.043474515786837142 -0.084108238980804662 0.022950775739826255
leaf_weight=170.21751232610859 1.039797182199435 1.2427953740116198 4.4828903689049167 0.76848604615224692 1.1853297344878226 0.66242265658365795 3.0815078349842215 4.1730905063450336 3.8106983769102944 6.1922806035727254 0.71073444094508786 3.9491364927162067 2.1240370782325035 1.3222022182308135 33.096573466968721 0.88378876110073079 1.0355351257312575 1.197832268342611 0.88373623625375231 2.7288628610549495 1.8366820225492122 0.95021933348471055 1.8042812707044493 2.2634968181955619 0.93482507776297907 9.2276699889389402 1.7752009624182381 1.8935050442814825 1.4063871833495796 1.4674425479024649
leaf_count=2023 118 10 28 37 69 21 35 29 32 35 3 56 27 41 1451 28 41 24 9 37 117 16 13 10 33 195 39 6 21 29
internal_value=8.9769e-06 -0.00283621 -0.000204942 0.000628261 -0.0419557 0.0205725 0.00113987 0.029261 0.000170756 0.0011287 -0.00199534 -0.0180158 0.00235371 0.00997224 0.000122643 0.000225512 -0.0352371 0.000568253 -0.0106182 -0.0547072 -0.031813 -0.0852382 0.00182264 0.0100917 -0.00139028 -0.00894439 0.000892858 -0.0223733 -0.000480476 -0.0294415
internal_weight=268.349 47.9682 46.9284 220.381 2.61624 1.43091 217.765 7.2546 210.51 206.699 45.6856 9.75423 35.9313 5.27134 35.2206 200.507 1.91932 198.588 20.0233 6.3995 5.51576 2.7869 178.564 13.6238 11.3603 10.1625 176.76 6.54254 4.76733 2.87383
internal_count=4633 1734 1616 2899 127 58 2772 64 2708 2676 1606 125 1481 97 1478 2641 69 2572 441 179 170 133 2131 262 252 228 2118 95 56 50
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 1 2 1 2 2 2 0 1 0 0 2 2 0 2 1 1 0 1 0 2 1 1 0 0 1
split_gain=0.0487728 0.798917 0.405845 0.338749 0.465283 0.403037 0.381646 0.315906 0.315018 0.239619 0.241058 0.174351 0.15466 0.468149 0.401781 0.290737 0.535402 0.505847 0.262024 0.219868 0.145916 1.71033 0.395259 0.307112 0.561742 0.117374 0.382186 0.367721 0.293295 0.346739
threshold=0.59930840395000018 0.45824975300000009 0.60134427115000011 43.477771593600004 0.6310290111500001 0.49585341755000006 40.767054867700004 0.4985778869000001 48.109449608500007 40.722669576350008 37.345948426100009 0.62376874945000005 0.46636328255000009 0.59751205050000011 0.58887458460000019 41.772405911750006 41.935569238650011 0.58035687555000015 47.927946529500012 0.46280051495000007 0.45218706025000005 0.56300709560000006 0.4529056016000001 0.58249753000000004 37.817254840650008 0.44618424600000006 0.43967246490000006 0.56065686655000013 0.56300709560000006 0.44393880420000004
decision_type=2 2 2 2 2 2 2 2 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 6 -5 -6 9 -7 -9 10 11 -4 14 15 19 -14 -17 -18 -16 20 25 -22 -23 24 -24 26 -1 -27 -28 -30
right_child=1 2 3 4 5 7 -8 8 -10 -11 -12 -13 13 -15 18 16 17 -19 -20 -21 21 22 23 -25 -26 27 28 -29 29 -31
leaf_value=0.00029889254770367672 -0.12448780848844879 -0.13358022640311981 0.086529016281953822 0.064794103547158435 -0.11805531622177068 0.10855596401976525 -0.10631862376788276 -0.11114063103666219 0.013363850312263257 0.10321965212803166 -0.10187328322670329 -0.1022349051122228 -0.10780185442958599 0.10756163209513481 0.012333846608349032 0.089772932072899325 0.019834647052045302 -0.10943432030017262 0.095701719618893372 0.031722149847691616 -0.15011193598493375 0.037959088407091335 0.0098329089268446059 0.021455100935896622 -0.10576692112163202 0.045722949282611641 -0.00523465162407135 -0.0029538486466807786 -0.11704067819547322 -0.019731725567243497
leaf_weight=239.69639218375619 0.54275954241165791 0.20736165376729321 0.19356931727997995 1.5947157154732852 0.2841870865668169 0.275809512939304 0.47598451442900114 0.24654145576641884 1.1565090024523668 0.19734414806589484 0.22985973212780664 0.065484746560514395 0.49403978971440654 0.23677207295258984 0.79587667089071945 0.34706495329737652 0.55268219066783764 0.66929682757472619 0.7163195094326511 2.1840455861165529 0.81525386362045438 2.1888148561120033 0.87364292437996505 1.1383458798227364 0.81019189133075997 2.3040008697607837 1.5533867226913565 4.7544945718327654 0.72078056551981695 0.744325801206287
leaf_count=3243 43 31 29 108 14 2 163 46 77 2 137 154 98 7 35 3 25 65 8 24 23 9 14 20 104 21 11 76 21 20
internal_value=5.392e-06 -0.00933997 0.0033438 0.00935921 0.0246711 -0.00792359 -0.0375122 0.0107188 -0.00851385 0.0102116 -0.02733 0.0388125 0.000200809 -0.0256171 0.000429804 -0.0409015 -0.0198368 -0.050968 0.0518248 0.000128314 -0.000141649 -0.0157857 0.00606819 -0.0186656 -0.045789 0.000223267 -0.000146408 0.012935 -0.0355074 -0.0676043
internal_weight=267.066 5.47013 4.92737 4.72001 3.55776 1.96305 1.16224 1.67886 1.40305 0.686258 0.488914 0.259054 261.596 2.29986 259.296 2.06308 1.56904 1.22198 1.5122 257.784 255.6 5.82625 5.011 2.82218 1.68383 249.773 242.715 7.0585 3.01849 1.46511
internal_count=4633 806 763 732 247 139 485 125 123 322 320 183 3827 198 3629 191 93 90 43 3586 3562 170 147 138 118 3392 3295 97 52 41
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 2 0 0 1 2 2 0 1 0 1 2 1 0 0 0 1 0 1 0 0 1 2 2 1
split_gain=0.0500044 0.801322 0.498993 0.61389 0.972145 1.36434 0.385707 0.936785 1.08287 1.68277 1.02893 1.41963 0.894192 0.768584 1.08891 1.37972 0.508743 0.501117 0.46061 1.92599 0.371359 0.36833 1.36857 0.490467 0.553464 0.459154 0.337271 0.385522 0.967593 0.716197
threshold=0.50291907430000016 0.35585760905000008 0.5054040298000001 0.37644082515000005 39.852039223600009 42.580420142950011 38.621016321050007 0.52507409960000018 0.52252926560000013 0.38045268105000002 39.955516828000007 40.767054867700004 0.5195503128500002 0.38976377950000002 0.52324780695000006 0.39500314360000005 38.474425342400004 0.39150025445000008 0.52252926560000013 0.52290350590000012 0.50101793360000013 0.36618664115000005 0.49820364660000011 0.37644082515000005 0.49588335680000006 0.4995209724000001 0.36510882910000009 38.621016321050007 38.536700832000001 0.36476452800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 -2 -3 4 -4 -6 12 8 9 -8 -11 -12 -5 -10 -15 -16 18 -9 -14 -20 21 25 23 -23 -25 26 27 28 29 -1
right_child=1 2 3 6 5 -7 7 17 13 10 11 -13 16 14 15 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0011702351935783887 0.096979019217454013 0.033318737622181724 0.013981320159596626 -0.078236956956053025 -0.13860814326328127 -0.016783604023650756 0.075773811289759282 -0.049615568277780964 0.11354060306318721 -0.064431223654782807 0.081749373269439249 -0.035096104092021234 0.044414536048744464 0.075405328856031933 -0.11825399335423717 0.079895182048873165 -0.071232295087446523 0.00090901074211043086 -0.19881481248006871 -0.00010666292601787478 -0.038998048978996398 0.074199578917551343 -0.13370226638670551 -0.10841421451375775 0.037619523951270287 0.038297326332736206 -0.038323432575839887 -0.0015400037479260289 0.12939640197725674 0.10359565245065171
leaf_weight=7.831899447088059 0.87247874215245147 4.5422176588326684 2.9521995242685071 1.7948560016229773 1.4601149952504786 2.4819004598539323 2.5648608305491489 2.0189753132872275 1.867588186636566 2.9124416541308165 1.7550926357507703 2.5513291085544552 2.0227675195783439 2.5111466803173248 0.82401994010433532 0.61268141009168176 1.0800655939237902 70.880245313039268 0.50302384048700588 16.09439437261824 2.5616993655567049 0.77886661688535186 0.95368776185205195 0.4876286674843866 0.5548100313753821 3.083718695677816 2.3447089642286292 123.86809391257248 0.7383800442330547 0.74786836653947819
leaf_count=275 18 41 23 30 44 43 25 32 8 27 6 37 18 21 23 36 27 1691 4 611 34 12 20 36 6 19 16 1438 4 8
internal_value=-7.57561e-07 0.00148602 0.000799901 -0.00046377 -0.0294107 -0.0619072 0.00135057 0.00426899 0.0265104 0.00619734 -0.0185232 0.0125246 -0.010665 0.0606846 0.0356803 -0.0337533 -0.0045086 -0.000490289 -0.000638285 -0.00612898 -0.00126394 -0.000580272 -0.0366534 0.0141642 -0.0306917 0.000141892 -0.000726254 -6.4365e-05 0.0195516 0.0100983
internal_weight=266.254 122.302 121.43 116.888 6.89421 3.94202 109.993 88.4984 15.5992 9.78372 7.21886 4.30642 21.4951 5.81544 3.94785 1.4367 19.7003 72.8992 18.6202 16.5974 143.951 141.39 2.77499 1.82131 1.04244 138.615 135.531 133.186 9.31815 8.57977
internal_count=4633 2765 2747 2706 110 87 2596 1906 183 95 70 43 690 88 80 59 660 1723 633 615 1868 1834 74 54 42 1760 1741 1725 287 283
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 0 1 0 0 1 1 2 0 2 1 2 1 2 1 0 1 0 2 1 2 2 0 2 2 2
split_gain=0.052654 0.1131 0.296208 0.281139 0.459643 0.149431 0.102846 0.118163 0.098796 0.13526 0.0911777 0.197155 0.270059 0.288672 0.137529 0.10683 1.39049 0.260289 0.190365 0.265443 0.153047 0.303626 0.715806 0.231452 0.640283 0.147177 0.162247 0.363186 0.328913 0.128576
threshold=34.823977857500005 0.49405706415000006 0.34007963835000005 0.36551300860000008 0.5116313883000001 0.54413041525000005 0.33894194785000004 0.41973294215000007 0.56748300950000019 0.43643902880000007 0.31060447290000009 49.247968080500009 0.39614083410000006 44.952171034750002 0.31100865245000009 48.96897326980001 0.36042334060000009 49.064150740050003 0.50491003265000012 0.66718062335000017 0.32168198560000011 0.39672464895000009 48.823707093150006 0.34007963835000005 40.806664626150003 49.960114208400007 0.58035687555000015 52.834037000700008 51.757767929250001 37.500638522700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -6 7 -1 -7 -10 11 12 13 -2 -12 20 -17 -18 19 25 21 -16 -23 24 29 -19 28 -28 -27 -22
right_child=10 3 -4 4 5 8 -8 -9 9 -11 14 -13 -14 -15 15 16 17 18 -20 -21 23 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10305887225171149 -0.10263377039785536 0.10467791308511448 -0.10633410571966327 -0.11612427748427748 0.04203423714949512 -0.10552619873262187 0.10084942223787724 0.039667304998635196 0.088673598507782822 -0.10217369193250987 0.023213470306014769 -0.10414039072942148 -0.10497776448114159 0.083580081830608277 -0.01226404431599166 -0.12811107843614888 0.060609569867671159 -0.060363668766460966 -0.10170196271006347 0.10886088598216381 0.042447325051017094 0.0037118049875969985 0.11013791065016638 -8.0848987398424263e-05 -0.11054157060874947 0.064241233063401709 -0.10799617625335865 0.091248516135623681 -0.10160062628352229 -0.021291761875672163
leaf_weight=0.084888212639725125 0.10932999992473824 0.36319213174283538 0.25916431078667301 0.2554278653115033 1.342813200317323 0.12276450211356849 0.13749301014468074 0.18317169364308938 0.095372146752197295 0.060817207123932349 2.5206110018771133 0.26614873728249222 0.18145695744897239 0.34898023726418614 2.0156275555491439 0.86788707622326855 0.90340459777507964 0.4063006371543455 0.18121604406042013 0.2198059707880019 0.58574152411892899 1.942180308600655 0.93680331110954274 248.15984155108072 0.70912680216133583 0.67380085316108285 0.27642313082469627 0.13674319105484756 0.14539454564965126 0.68846906052203849
leaf_count=57 132 8 43 6 25 27 11 8 10 191 18 14 35 12 15 21 8 42 73 1 12 77 4 3515 47 25 57 10 98 31
internal_value=6.43983e-06 0.0133953 -0.0228285 0.0241428 0.00856115 0.0281991 0.0305349 -0.00553069 -0.0383999 0.0143612 -0.000141862 -0.0318119 -0.00172266 0.0391587 -3.20926e-05 -0.000258453 -0.0168776 0.0159241 -0.00386774 0.00567191 -1.0117e-05 0.0175023 0.0383422 -0.000352786 -0.0343782 -0.00816959 0.00903841 -0.0420533 0.0348069 0.00800844
internal_weight=265.18 2.9051 0.664717 2.24039 1.87719 1.62177 0.405553 0.26806 0.278954 0.156189 262.275 0.905916 0.639767 0.45831 261.369 258.849 3.81098 2.94309 2.03968 1.85847 255.038 4.89461 2.87898 250.143 1.98334 1.63866 1.23236 0.413166 0.819195 1.27421
internal_count=4633 386 119 267 259 253 76 65 228 201 4247 193 179 144 4054 4036 335 314 306 233 3701 96 81 3605 90 232 190 67 123 43
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 2 0 2 1 0 2 0 1 1 2 2 2 2 2 1 0 1 2 1 0 2 2 2 0
split_gain=0.045138 0.540703 0.202205 0.145007 0.572718 0.158161 0.213599 0.156039 0.713319 0.51887 0.208103 0.377027 0.111377 0.369613 0.196128 0.409543 0.161393 0.292238 0.0768923 0.767923 0.276409 1.03492 0.434632 0.429358 0.474887 0.770197 0.270592 0.20421 0.809023 0.698259
threshold=0.48616807880000007 0.61400856260000014 0.58454836680000011 0.61047573425000012 0.45824975300000009 43.477771593600004 41.11191809080001 0.58388970390000006 46.645430295100006 0.45824975300000009 0.58887458460000019 42.498713093000006 0.63013083440000017 0.49585341755000006 0.4985778869000001 48.109449608500007 45.044778924400006 37.500638522700008 44.578137159850009 44.749265482150008 0.37820723930000005 0.53146612375000013 0.37043801085000005 48.823707093150006 0.4172030777500001 0.53866650695000018 49.064150740050003 43.895345911700005 43.930205408700004 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 7 -5 6 -6 18 9 -9 -11 -12 16 -14 -15 -16 17 -3 27 -20 22 -22 -21 24 25 -23 -25 -1 -29 -30
right_child=1 2 -4 4 5 -7 -8 8 -10 10 11 -13 13 14 15 -17 -18 -19 19 20 21 23 -24 26 -26 -27 -28 28 29 -31
leaf_value=-9.1639190964075778e-05 -0.10451393147533561 0.076270944499100407 -0.10724612360118609 -0.12501587592996768 0.02732067303222073 0.054862058289325492 -0.10910443477972792 -0.10986136702762093 0.078317435657648066 0.053138752150400752 -0.10556523277301329 0.021226339517951113 -0.11790854283926491 0.092910224906303351 -0.1082858335990987 0.029625607450787877 0.076478037100357804 -0.10265916576824732 -0.12213997541114983 0.00083872502060868166 -0.112001347255811 -0.12821124494222408 0.073732893255337537 0.094903719298112532 0.015614825824030896 0.011220647054880739 0.007107814101950956 0.07425388353819988 0.040054581305482034 -0.023221425619947458
leaf_weight=229.68219931343469 0.52683242880993875 0.18932893831151965 0.14950564390380794 0.44849140521227926 0.28492528031893016 0.45319995749741793 0.19216880621388555 0.44726604675224724 1.3558753746692671 0.69984784692132951 0.3331446554220745 0.79225979559123516 0.23902533166665296 0.27139757713302959 0.27646881439341064 0.97366140806116164 0.52694660780252889 0.17625338122888934 0.55496400082484143 10.045388925582301 1.0139451721488502 0.81006640894338511 0.89047591330017972 0.61881012795492985 1.742369908839464 0.7753588049672544 0.81129022759068903 1.8478723924144995 2.7790134197748557 4.6824043523956789
leaf_count=2845 197 17 115 28 42 16 8 46 24 14 60 15 13 4 250 38 18 98 30 222 190 11 14 4 25 31 80 14 50 114
internal_value=3.83147e-06 -0.0115663 0.0059061 0.000151277 -0.032193 0.0125566 -0.02763 0.000322876 0.0209152 -0.0133332 0.0103204 -0.0163068 0.0122824 -0.00230602 0.0158546 -0.000873785 0.0410587 -0.00999427 3.13017e-05 -0.006414 -0.00257004 -0.0202747 0.00677429 -0.000726983 -0.0204198 -0.0600215 0.0450975 0.000496854 0.0150164 0.000345794
internal_weight=264.591 3.32942 2.80259 261.261 1.37879 0.930294 0.477094 259.883 3.62839 2.27252 1.82525 1.1254 2.65308 1.76055 1.52153 1.25013 0.892529 0.365582 256.254 17.2627 16.7077 5.77184 10.9359 4.7579 3.3278 1.58543 1.4301 238.991 9.30929 7.46142
internal_count=4633 750 553 3883 94 66 50 3789 159 135 89 75 438 305 292 288 133 115 3630 607 577 341 236 151 67 42 84 3023 178 164
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 2 2 2 2 1 2 1 2 0 1 0 1 2 0 2 2 1 1 1 1 2 2 0 1 0
split_gain=0.0455841 1.29934 1.11361 0.472454 0.449584 0.33389 0.278334 1.89827 0.599612 0.48371 0.41817 0.470812 0.659712 0.62348 0.403626 0.33507 0.626678 0.928633 0.677427 0.534907 0.442343 0.426349 0.268451 0.216017 2.67207 1.04484 2.20547 1.49289 0.48734 1.22697
threshold=0.47938684470000009 0.47905751325000007 0.47943175355000006 0.47880302985000006 0.47847369840000004 40.250747516500006 42.759119507950011 43.477771593600004 42.431220712750012 0.34458549145000011 42.154118731400011 0.34536391125000004 41.16018805045001 0.47709649410000005 0.34524415440000006 0.47774018740000007 0.34527409360000011 48.109449608500007 0.47076434840000009 44.131787411600008 43.968221017800005 0.3584174126500001 0.34515433670000012 0.34566330350000002 0.34569324270000007 42.844429421150004 41.489621506400006 0.48185683060000012 0.34587287805000005 0.48077901860000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 8 9 10 -8 11 14 13 -13 22 16 19 18 21 20 -9 -18 -1 25 -25 26 -4 -28 -26 -30
right_child=2 -3 23 -5 5 -7 7 15 -10 -11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 28 -27 27 -29 29 -31
leaf_value=-0.003655998878195137 0.10618387255484163 -0.10166391396899994 0.016911094073899371 0.035292380303941211 -0.0025499717637355412 -0.074217760956023004 -0.024691867910293569 0.0084097398011396211 0.042038792781868325 -0.11634827453982455 -0.065904361428472766 0.052988215984668088 0.053331256225175941 -0.063211033974034103 -0.039705047714071795 0.043572916392253372 0.11032148590694002 0.073971697370052727 -0.1182946171701965 -0.0023003640961559348 0.10850947365132663 -0.1023556047829072 0.03144286310986371 -0.10612595667034902 0.022302986511757512 0.036790287117892541 -0.097177196191640947 -0.010956311446390551 -0.08898961894479146 -0.00023609499674461456
leaf_weight=17.305288085837915 0.99580158293247123 1.2915340829640616 18.151726547628645 3.512771494104526 1.1574203372001641 1.4829714762745423 0.83485675987504082 0.88297231108935992 3.8340089625462488 1.8554487348810651 0.93278374036071809 0.74829038550205851 3.6346905443351716 1.2059094905853269 2.8149799295752009 1.8432946689426888 0.24930341541767065 0.47262249141931523 1.337282038060948 8.0770599150582694 0.88287459209095687 0.15156399528495967 2.4930337863042942 2.3975071310997 9.4126690961420518 8.9649275412084517 3.3224998880177719 5.0765177235007286 1.5732314996421326 156.95715400032623
leaf_count=424 22 12 115 18 10 34 45 47 56 93 33 53 33 10 32 11 1 3 32 142 7 66 23 21 97 43 30 32 14 3074
internal_value=-1.22962e-06 -0.00250512 0.000688751 -0.000206277 -0.00259529 -0.0428021 -0.00045305 -0.0110188 0.00486275 -0.0879054 -2.94156e-05 0.00214939 0.0281391 -0.0187167 -0.00427398 0.00386565 -0.00220653 -0.0503184 -0.0841143 0.00859966 0.0584568 0.0299104 0.000763701 0.000178433 -0.00130072 0.00727275 -0.00269392 -0.0450637 0.000195736 -0.00111687
internal_weight=263.853 57.001 206.852 55.7094 52.1967 2.64039 49.5563 16.5873 32.969 2.69031 29.135 28.2022 5.58889 1.9542 22.6133 13.897 12.0537 2.21077 1.73815 9.84291 1.76585 0.400867 19.7983 205.856 170.341 35.5157 26.5507 8.39902 167.943 158.53
internal_count=4633 1185 3448 1173 1155 44 1111 447 664 138 608 575 96 63 479 309 298 102 99 196 54 67 447 3426 3206 220 177 62 3185 3088
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 0 0 0 0 0 1 2 1 2 1 2 2 1 2 2 2 1 0 2 0 0 2 1 1 2
split_gain=0.0474857 0.626537 0.28889 0.407295 1.06831 0.714879 0.90458 0.353519 1.10486 1.00258 0.29574 0.20548 2.72157 0.821772 0.560493 0.525189 0.454837 2.42886 0.406207 0.71532 0.419011 0.397347 0.603685 1.35772 0.420762 0.405218 1.10519 0.43211 1.42925 1.09473
threshold=0.47721625100000004 0.47709649410000005 0.47787491390000009 0.47880302985000006 39.571921479100006 0.47811442770000007 0.47847369840000004 0.47905751325000007 0.47938684470000009 0.47943175355000006 0.34536391125000004 43.930205408700004 0.34524415440000006 43.895345911700005 0.34566330350000002 43.968221017800005 44.131787411600008 0.35331277505000008 44.202975721700007 44.908704241950012 45.205561619650005 0.34503457980000002 0.48077901860000011 41.835830569250014 0.48233585820000008 0.48149755995000004 42.720329370750001 0.3453339720000001 0.34575312120000007 41.184662530950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -4 -6 -7 -5 -9 -10 -2 13 -13 21 -14 -16 -17 -18 -19 -20 -21 24 23 -23 -11 26 -24 -27 29 -29
right_child=2 -3 3 7 5 6 -8 8 9 11 -12 12 14 -15 15 16 17 18 19 20 -22 22 25 -25 -26 27 -28 28 -30 -31
leaf_value=0.00015739511906212925 0.0036977333109465141 -0.056746604591428898 0.052292091582890658 0.032286115668206571 -0.094754842675038753 0.0050893234402460217 -0.078888156300863585 -0.092754028742385114 0.10560298672627247 0.034675949230117555 0.036709409161920413 -0.18571408434314857 0.11821856923306769 0.069103503284133033 -0.11076401805555713 0.046077462957204288 -0.25872612978400422 0.062321005072483594 -0.090819779221993316 0.062968472425922725 -0.0043045715527599794 0.0066155453420470899 -0.0088875093350301564 -0.073168915783253144 -0.0013833955122555363 0.029826984329163732 0.057416952204487393 -2.223156664298619e-06 0.00065404618154122675 -0.076345446054611313
leaf_weight=28.498105653902943 7.3959930762648565 2.075853230431675 1.6495531760156135 3.4588218170683822 1.6489532729610799 4.2116675423458219 1.8444169627618974 1.2749428488314141 0.9057423546910276 6.7406094372272474 4.2866840548813343 0.84116303548217075 0.3832207322120692 1.7614612395409484 0.44915393035626294 1.8081469651660871 0.37370667606592078 0.96264970675110717 0.90301970425934897 1.014680846245027 10.576504620463309 5.1697153858840448 5.8009586185216886 3.630981482565403 6.2237561084330082 4.502058580517768 4.4365657567977905 3.2846601232886306 142.08662136793487 4.3869821541011333
leaf_count=963 40 17 10 18 17 34 40 12 22 29 34 9 1 9 123 16 3 11 54 73 562 32 32 33 34 30 21 24 2289 41
internal_value=-1.70133e-06 -0.00370617 0.000486461 -0.000326076 -0.0207444 -0.0363807 -0.0204865 0.000579266 5.07875e-05 0.000624486 0.0158106 0.000161424 -0.0102637 0.00112131 -0.00130364 -0.00415071 -0.00108871 -0.00725501 -0.000271473 -0.00509408 0.00158444 0.000478417 -0.000784864 -0.0263018 0.0173651 0.000580303 0.0198464 -0.000698296 -0.00161595 -0.0436586
internal_weight=262.587 30.574 232.013 220.331 9.35459 7.70504 6.05608 210.976 207.517 206.242 11.6827 205.337 17.3122 188.024 16.4711 16.0879 15.6387 13.8306 13.4569 12.4942 11.5912 186.263 173.299 8.8007 12.9644 164.498 10.2375 154.26 149.758 7.67164
internal_count=4633 980 3653 3579 101 91 74 3478 3460 3448 74 3426 852 2574 843 842 719 703 700 689 635 2565 2502 65 63 2437 53 2384 2354 65
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 2 0 1 1 2 1 2 0 2 2 1 0 1 2 0 2 2 2 1 2 0 0 0 2
split_gain=0.0478457 0.613229 0.579854 0.509412 0.456087 0.443559 0.400139 3.16817 2.9275 0.712253 0.454336 1.19079 0.413658 0.511899 0.807258 0.574868 0.433514 0.378508 0.790759 0.78424 0.551717 0.325258 0.745459 0.937707 0.624507 0.332203 0.538214 0.59814 0.563241 1.09984
threshold=39.788107623550012 40.003678352300007 0.37977904855000005 39.476991512000005 40.148327922700012 39.262923716450011 39.032633164100012 0.52252926560000013 0.39078171310000004 0.45218706025000005 38.751720283100006 0.40206880030000008 38.621016321050007 0.49820364660000011 38.536700832000001 38.474425342400004 0.36476452800000009 0.47868327295000007 0.3453339720000001 39.571921479100006 0.53938504835000012 40.21994457600001 40.300545846000013 40.467253020850002 0.40115565405000009 40.767054867700004 0.54504356155000011 0.56345618395000019 0.48458129995000004 40.574766824850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -3 6 10 -8 -9 -10 12 -12 13 14 -1 16 -15 -5 -19 -20 -21 -6 -23 24 -24 26 28 -28 29 -25
right_child=1 4 -4 17 21 -7 7 8 9 -11 11 -13 -14 15 -16 -17 -18 18 19 20 -22 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.011662976762578499 0.0011140397522068214 -0.030437603359282885 0.058648564282126649 -0.066502281559413526 0.032745448086283581 0.028285795004730808 -0.137838974727481 0.11816714412771721 -0.11494361750394522 0.00039096856369222441 0.051880275148346235 -0.032340300540218747 -0.050010222044302166 -0.055244176492002951 0.12350343765438306 -0.073216915435863311 -0.0010991581791947812 0.04624101793530902 -0.087829760515490629 -0.037570567895712725 0.02915447670229054 -0.047173835083202963 0.059123381314182814 0.015339538146219998 -0.0007914419638301402 0.00052286722784657656 -0.10630775879797283 -0.0091615440679597131 0.026065231726151796 -0.078966240234342983
leaf_weight=8.610244276697582 3.5054124593734732 4.8809215310320715 3.501415379692844 1.6644957128883096 3.0829501493790294 5.5198317781760116 1.7649909500032652 1.7824386954307558 1.0346597684547307 1.1097501678159458 5.0676993981469414 2.5104369438195135 1.7640161408125994 1.5595584809780181 0.69767266465351063 1.2461935267929209 28.52848849395275 1.7192073278129081 1.7294914995582074 2.9900716142728925 2.1162320013372664 3.2897330314717683 4.485359745725872 2.776295052142812 2.8419469243672211 153.64792409422307 1.2718565026298159 1.2633655605823149 3.4018387543037534 2.2299796649313066
leaf_count=286 35 72 39 17 34 51 19 7 15 27 31 38 17 9 4 29 717 10 37 31 22 34 40 37 31 2795 15 26 31 77
internal_value=2.66317e-06 0.000831411 0.0298649 -0.00220429 -0.000279198 0.00124709 -0.00143358 -0.026556 0.0234621 -0.055257 0.00142717 0.0239802 -0.00260314 -0.000545499 0.020046 -0.00666224 -0.00390567 -0.0228716 -0.0143827 -0.0296296 -0.00991736 0.000546422 -2.01495e-05 0.000882156 0.035885 -0.000676108 -0.0175101 -0.0578973 -0.00533251 -0.0266677
internal_weight=261.594 190.179 7.00683 71.4155 183.172 61.196 55.6761 5.69184 3.92685 2.14441 49.9843 7.57814 42.4062 40.6422 9.30792 31.3342 30.088 10.2195 8.555 6.8358 5.1063 178.291 175.208 171.919 7.32731 164.591 10.9433 2.53522 8.40811 5.00627
internal_count=4633 3266 74 1367 3192 1250 1199 68 49 42 1131 69 1062 1045 290 755 726 117 100 90 53 3120 3086 3052 71 2981 186 41 145 114
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 1 0 0 1 0 0 1 1 0 0 2 0 0 0 2 0 0 0 1 2 2 2 1 0
split_gain=0.0446896 0.535138 0.540059 0.839 0.445299 0.735106 0.457297 0.205998 0.982198 0.665814 1.18918 0.566946 0.592653 1.04658 0.504245 0.431017 0.273425 0.228064 1.31063 0.476826 1.14329 1.09963 0.293355 0.610364 0.688551 0.711109 0.563993 1.05413 0.349435 0.337078
threshold=0.36880632320000012 0.36551300860000008 0.50291907430000016 0.50035927070000008 0.37227927305000003 41.600558339100012 0.37407562650000009 0.5132031975000001 0.50452082270000009 0.37644082515000005 0.49688632075000011 0.51657136015000005 0.38723391515000005 0.38906020780000011 0.52468488970000016 0.52157121045000021 40.300545846000013 0.5218855723000001 0.52252926560000013 0.52432561900000019 39.065416244600009 0.5261668812000001 0.52812790035000023 0.53017873715000008 0.39431454150000006 37.892416320650007 41.404176814550006 44.026978245600006 0.41284692075000012 0.52769378160000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 8 9 -8 -11 -9 14 -14 -13 -15 -10 -17 -19 20 -20 -21 26 24 -24 -26 29 -28 -27 -23
right_child=4 -3 -4 -5 6 -7 7 11 16 10 -12 12 13 15 -16 17 -18 18 19 21 -22 22 23 -25 25 28 27 -29 -30 -31
leaf_value=-0.00026019197674148484 0.00012193048528773988 -0.038984932810166205 0.034938594070892358 -0.061560861095983112 -0.067275514873477049 0.079024143420779805 0.10823988733164298 0.04171275161718354 -0.10450489251513584 -0.12414650208652681 0.048371058059774791 -0.069954988833814388 0.048493578987586126 -0.066945825529121636 -0.0024580101521794397 0.035161266797446911 -0.037072450384950814 -0.099050583052731567 -0.021455298201355631 -0.11112503475856531 0.063034724396576244 0.016771729002283856 -0.12802966268259042 0.00069087227102170197 0.049164337015712004 -0.10852440565834678 -0.11832594829326824 0.066153432357827766 0.023641772457821515 0.095168775340032222
leaf_weight=132.42148437420838 3.0429845321923485 3.6484529060689956 4.2434545131400219 2.2709969216957679 0.99663054430857201 1.9295054627582429 0.69858593493699972 3.4272542085964224 0.9704602594720203 0.5854037504759616 1.2586049729143267 2.1628274336690074 4.6109259296208611 0.96038999444863193 2.2668565528001636 1.8489574044942845 1.58080382119806 1.3249327953021737 2.7860544165596357 0.89531755940606572 3.7670540726649051 1.0145400593755762 0.76533132977783624 77.028547186622177 0.89598559867590655 0.74419456359464653 0.61321050568949409 0.62588162003430625 0.27358544899834669 1.1937778797000647
leaf_count=1743 26 51 39 20 33 24 5 29 22 37 28 26 29 21 21 15 38 13 20 76 52 38 23 2005 11 52 29 77 24 6
internal_value=1.21867e-05 -0.00117989 -0.000187131 -0.00129376 0.00144935 0.0307388 0.000163856 0.000762364 -0.0188861 0.0251 -0.00639681 0.00169596 0.000374413 0.00197012 -0.0354139 -0.0002942 -0.0627227 0.000388391 -0.000310997 0.00113291 0.0271138 -0.000892722 0.000294132 -0.000941101 -0.0478631 -0.0158038 0.028854 -0.025143 -0.0729973 0.0591518
internal_weight=260.853 142.584 138.936 134.692 118.269 4.97249 113.296 112.299 5.09386 2.54259 1.84401 107.206 103.778 99.3487 4.42968 94.7378 2.55126 93.7774 91.9284 90.6035 6.55311 84.0504 83.1551 79.7076 2.6791 1.91377 3.44741 1.23909 1.01778 2.20832
internal_count=4633 1853 1802 1763 2780 50 2730 2697 130 70 65 2567 2538 2491 47 2462 60 2441 2426 2413 72 2341 2265 2115 110 87 150 106 76 44
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 1 1 2 0 0 2 1 0 0 0 2 0 0 0 0 0 0 0 0 1 1 2 2 2 1
split_gain=0.0602408 0.645608 1.03121 0.985192 2.34216 0.557291 1.19742 0.346277 1.79133 1.10131 0.421261 0.276779 1.4066 0.331446 0.484695 0.250362 3.28486 1.57238 0.412512 0.47997 0.830016 0.219846 0.451488 0.368422 0.213653 0.239856 0.234924 0.116589 0.119158 0.0989513
threshold=35.887362732750006 0.49877249185000011 0.50035927070000008 0.37977904855000005 0.36510882910000009 0.36476452800000009 0.3621298763500001 36.257608591500009 0.50730517050000012 0.5206281249000001 36.558960102350007 0.36551300860000008 0.50452082270000009 0.50730517050000012 0.5116313883000001 37.041406607950009 0.50035927070000008 0.50218556330000019 0.50452082270000009 0.52889135055000014 0.53017873715000008 0.52401125715000008 0.5380527529500001 0.54413041525000005 0.34007963835000005 0.33894194785000004 35.476804824450006 34.515670600900002 33.96174662340001 0.40437412050000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 8 -2 -10 -9 -4 -13 -14 -15 16 -12 -18 -19 -20 -21 -16 -23 -24 25 26 27 28 -1 -25
right_child=7 2 11 -5 -6 -7 -8 10 9 -11 15 12 13 14 21 -17 17 18 19 20 -22 22 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.048630471582384212 -0.16641061035919236 0.10632804661798503 0.058913536428112562 0.11726821783256509 -0.23630997505384632 0.10283854702769446 -0.25583911313357621 0.053597084845202474 0.11536239111394919 -0.072883126694391023 -0.19744800939711432 -0.15639583346678326 0.10701062896930061 -0.1129592520224928 0.041303185064075008 0.00016013098633017782 0.12659924474085749 0.02089372429414069 -0.1236901565018749 0.1150977364928151 -0.084336230104100685 -0.10720108304951187 0.073760551650823333 0.00058009926542592835 -0.068051337433923817 0.1018544382981663 0.098705722566550372 -0.10825307402150848 0.10139634974778143 -0.059594700952843395
leaf_weight=0.16815701376935865 0.73037843391648394 1.2272358215413985 0.86439864337444294 0.36914166808128346 0.56248610839247692 0.39376735687255848 0.20374599381466385 1.4597509785608043 0.68982893973588921 0.56560022340272553 0.87811264213814766 0.53286068607121695 0.35942478477954853 0.31242847535759199 1.9177448197733609 241.59368954174761 0.97576022148132358 1.2793455421924593 0.62153310107532866 0.33503049612045288 0.55336095340317115 0.36086592602077905 0.68855302524752948 1.0035036727786062 0.28772285798504527 0.31108343973755836 0.15345867158612236 0.17486564815044403 0.077264938503503799 0.37553411271051107
leaf_count=62 35 10 3 1 6 5 4 36 3 42 21 6 2 6 21 3928 2 5 11 1 52 15 9 4 50 14 9 5 2 263
internal_value=1.1967e-05 0.00748989 0.0223436 -0.0345282 -0.058551 -0.00206325 -0.0320763 -0.000297841 -0.0418898 0.0305534 3.56064e-05 0.00627752 -0.00191906 0.0144846 0.00734602 -0.000281919 -0.0232828 0.0173375 -0.0208852 -0.056284 -0.00912562 0.0159942 -0.0039922 0.0140213 0.00680536 0.0311467 -0.00719075 -0.0458565 -0.00139829 -0.0158065
internal_weight=260.027 10.3442 7.64255 2.70169 2.33255 1.77007 1.3763 249.682 1.98581 1.25543 247.697 6.41531 5.55092 5.01805 4.65863 246.237 4.64314 3.76503 2.78927 1.50992 0.888391 4.3462 2.42846 2.06759 1.17255 0.88483 0.573746 0.420288 0.245422 1.37904
internal_count=4633 497 339 158 157 151 146 4136 80 45 4056 329 326 320 318 4020 92 71 69 64 53 312 291 276 142 92 78 69 64 267
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 0 1 0 1 1 2 2 2 0 1 2 1 1 0 2 1 1 2 0 2 2 1 2 2 0
split_gain=0.0547484 0.107013 0.243679 0.242589 0.337923 0.108897 0.247959 0.165149 0.095577 0.130527 0.0899784 0.0902295 0.0534418 0.29578 0.368661 0.280165 0.276585 1.01626 0.369555 0.338037 0.343247 0.281431 0.288475 0.242102 0.332248 0.36709 0.442967 0.354762 0.238817 0.33753
threshold=34.823977857500005 0.49405706415000006 0.34007963835000005 0.36551300860000008 0.5116313883000001 0.51484985480000012 0.38906020780000011 0.54413041525000005 0.43540612555000008 0.43643902880000007 33.96174662340001 31.914316944300001 38.060777288450005 0.50218556330000019 0.36551300860000008 37.892416320650007 0.42307116555000007 0.4529056016000001 0.54191491270000014 36.859113051050009 0.39048232090000007 0.38906020780000011 35.887362732750006 0.4995209724000001 37.500638522700008 36.165040341950011 0.36265381275000008 36.558960102350007 37.232443001650005 0.56300709560000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 -5 -6 -7 -8 -9 -10 11 -1 13 14 23 16 18 -18 19 21 -21 -15 -23 24 25 26 -2 -27 29 -19
right_child=12 3 -4 4 5 6 7 8 9 -11 -12 -13 -14 15 -16 -17 17 28 -20 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.10319466356448995 0.03447606474986397 0.10425853145454658 -0.10543445035606323 -0.1116172705899523 0.10178257559087885 -0.065840644022752304 0.059663993602422798 -0.10468198918173446 0.094044312717635262 -0.10179805823708712 0.086221002996171803 0.034443052288410408 0.00036278953045522767 0.019946012853918255 0.036236465628451071 -0.053267561567571425 -0.13678390254768338 0.095198717996014287 0.029159662232104935 -0.060478522040853903 -0.0031756439682958655 0.0086964387240199056 -0.058868241164908311 -0.045688467764958857 -0.037378105470574692 0.10439570124570455 -0.070708012361636458 0.019223064735291069 0.035300628147823719 -0.12546463320357501
leaf_weight=0.074616916438571379 0.81117222306784442 0.32497452571988139 0.22391078595819636 0.20156568195670832 0.1690303087234496 0.28781894873827685 0.84350618906319119 0.10636914413771592 0.090198534540832043 0.054652454830716124 0.15115216933190823 0.13168781179228972 229.79524874572871 3.8368792273104209 3.372046526754275 1.5241997696375609 0.73412690611075904 0.097200171381700562 2.8077151601610231 2.2355622258037329 1.9634049547021275 1.3479326966917144 1.1896557870204558 1.1707599982619283 1.395862666540779 0.69826797582209144 0.79060687124729156 1.6320080685982246 0.97368728442961583 0.24166241485636419
leaf_count=58 34 8 43 6 4 10 11 29 2 197 13 5 3730 25 23 29 59 3 22 15 32 15 28 6 25 30 8 36 36 91
internal_value=1.7685e-05 0.0142918 -0.0236335 0.0249016 0.0101915 0.0260157 0.0167524 0.0384673 -0.0327035 0.0201527 0.0276066 -0.0153382 -0.000130246 -0.00435417 0.00940744 -0.0123672 -0.00832642 -0.0425625 -0.00308993 -0.0116536 -0.0336841 0.00285823 -0.0229788 -0.00451365 0.00453413 0.0194128 -0.0174407 0.0447451 0.0101368 -0.062169
internal_weight=259.277 2.65948 0.581368 2.07812 1.75314 1.55158 1.38255 1.09473 0.25122 0.144851 0.357457 0.206305 256.618 26.8228 9.87072 16.952 15.4278 2.04668 13.3812 10.5734 4.19897 6.37447 2.53759 6.49868 5.32792 3.93206 1.60178 2.33028 1.31255 0.338863
internal_count=4633 386 119 267 259 253 249 239 228 199 76 63 4247 517 162 355 326 189 137 115 47 68 43 139 133 108 42 66 130 94
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 2 0 2 0 1 2 1 1 0 0 1 0 1 2 1 1 1 2 1 2 0 0 2 1
split_gain=0.0472448 0.0984883 0.12764 0.290064 0.233254 0.0919755 0.0787422 0.0542128 0.0435034 0.244262 0.305429 0.225843 0.26477 0.751045 1.33165 1.14705 0.356498 0.498148 0.949891 0.429624 0.694081 1.05991 0.455809 0.204136 0.588229 0.268403 0.954878 0.805407 0.98682 0.182574
threshold=34.823977857500005 34.214889417600013 0.43121463430000007 0.52401125715000008 0.38045268105000002 0.36551300860000008 31.914316944300001 0.53447501570000011 38.060777288450005 0.50218556330000019 0.36551300860000008 37.892416320650007 0.36880632320000012 0.37644082515000005 0.5195503128500002 0.5218855723000001 0.39019789825000006 0.52432561900000019 0.39431454150000006 37.232443001650005 0.42307116555000007 0.4529056016000001 0.3975479776000001 35.771221912400001 0.36510882910000009 37.500638522700008 0.49877249185000011 0.47568935060000012 37.140760352250005 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -3 9 10 23 12 -11 -14 -15 -16 -17 -18 -19 22 -21 -22 -20 -2 25 26 27 28 -25 -24
right_child=8 7 -4 -5 -6 -7 -8 -9 -10 11 -12 -13 13 14 15 16 17 18 19 20 21 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10249860136710896 0.024611454593876939 0.020095981000917685 0.076758831840246178 -0.10843140186864331 0.052597266837908697 -0.10795515984402203 0.007109745557235589 0.070353491521200864 0.00032654366570453901 -0.03814548029086421 0.033389523720507561 -0.047995342397954013 0.077940780267462609 -0.13788338832307431 0.1010058910941168 -0.054345440300731962 0.041708051764241499 -0.12724355819446162 -0.0015866910089183625 0.057551389733159555 -0.14006895597040611 0.032180762054276522 -0.11776401975546102 -0.17321959549159271 -0.091048202052056659 -0.032928161353685821 -0.080966371730819831 0.10549649326224225 0.095068559114720882 -0.0042706104388791572
leaf_weight=0.080961742280123206 1.8021282181580334 0.53280420508235682 0.18629773822146933 0.2526906613857135 0.6087373630143702 0.1371138421818614 0.34413162984310475 0.35942605767559144 229.77313870675698 2.3933979496359852 3.2976553905755281 1.5225638470164984 1.0787681713700283 0.75316100032068689 1.0121177276596416 1.5768559053540219 1.9546065821778009 0.68505526712397102 1.3973977005225608 2.0143639037851249 0.56827376547153086 0.96192245438578539 0.68063172153415497 0.27709158687503155 0.83552972972393025 1.424436622764915 0.65875606238841999 1.216069186106324 0.27136512310244143 0.17902319833865477
leaf_count=78 24 23 183 24 14 6 27 31 3730 12 23 29 6 13 8 9 11 18 18 13 24 36 83 56 5 25 4 15 10 75
internal_value=1.70975e-05 0.0136916 -0.00107806 -0.0112638 0.00970498 -0.0367372 -0.0137659 0.0403417 -0.000116383 -0.00394802 0.00861053 -0.0112707 -0.00760543 -0.00192252 -0.00923399 -0.000449626 -0.0106995 -0.00254635 -0.0158814 -0.00273172 0.0189833 -0.0317882 -0.0368337 -0.00398898 -0.0149945 0.0015205 0.0217699 0.0601247 -0.0404761 -0.094129
internal_weight=258.836 2.50216 1.60993 1.42364 1.17094 0.562207 0.425093 0.89223 256.334 26.5612 9.78303 16.7781 15.2556 12.8622 11.7834 11.0302 10.0181 8.44127 6.48667 5.80161 3.54456 1.5302 2.25705 6.48538 4.68325 3.84772 2.42328 1.76453 0.548457 0.859655
internal_count=4633 386 332 149 125 111 105 54 4247 517 162 355 326 314 308 295 287 278 267 249 73 60 176 139 115 110 85 81 66 158
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 0 0 0 1 0 1 1 0 1 1 1 2 0 2 1 2 0 2 1 2 0 0 0 0
split_gain=0.0447304 0.676246 0.56828 0.211057 0.527092 0.942305 0.995727 0.491551 0.315639 2.24329 0.728891 0.518232 0.725969 1.29578 0.528433 0.462555 0.447546 0.758692 0.696694 0.468229 0.5854 0.536343 0.349189 0.310035 0.638187 0.504259 0.47264 0.438428 0.758691 0.500944
threshold=43.564719632750005 43.477771593600004 43.735142172100005 43.930205408700004 43.895345911700005 0.34527409360000011 0.53866650695000018 0.50218556330000019 0.47976108500000009 0.34524415440000006 0.47774018740000007 0.34566330350000002 0.39150025445000008 0.51017933595000009 0.39170982905000007 0.39670967935000007 0.34527409360000011 48.109449608500007 0.47076434840000009 48.823707093150006 0.31100865245000009 44.131787411600008 0.53634621715000008 44.202975721700007 0.42209814075000007 44.908704241950012 0.53146612375000013 0.53312775065000018 0.5541600551000001 0.55788748840000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 7 -7 10 -10 16 -11 13 -13 -14 -16 19 18 -18 21 -21 -5 -15 24 -17 -25 -27 -28 -29 -30
right_child=2 -3 3 8 -6 6 -8 -9 9 11 -12 12 14 22 15 23 17 -19 -20 20 -22 -23 -24 25 -26 26 27 28 29 -31
leaf_value=7.9677521592228491e-05 -0.045398609135290396 0.064333326604361182 0.064598514522317477 0.10577421597192699 0.064824998339638895 -0.17422459770022389 0.021338894587257434 -0.043855865445704245 -0.17467349077444771 0.11616924140963095 0.062926280944594001 0.0057725928698042495 0.10530357413804906 -0.14650924323523096 -0.10566967530257099 0.097000605700363285 0.050165597480298411 0.068220510168192763 -0.11778848460765734 0.017230170041044643 -0.051741090662391513 0.014572075130371141 -0.044761614087735595 -0.082103780257468381 -0.027135232085194968 -0.10282027511634591 0.066662481715933572 -0.11559388480116979 0.11017673467888059 0.0018907002847475607
leaf_weight=218.83367870183838 2.9379638735608742 1.6503349521344706 1.3539884542260545 0.81711282901233273 1.6916599039377613 0.55765058076940499 1.2805067694862371 0.60082099866122007 0.80762884311843919 0.35221952199935813 2.0820080599514759 2.1142151686362918 0.50991394091397424 1.0675134969060307 0.39080709705012751 0.97585080191492923 0.31612646882422168 0.44543375819921482 1.1291410475969312 2.8577699309680611 2.1612778772832826 3.0579237609254051 0.49309923173859704 0.7277641936816498 0.71949632023461163 0.38933458179371694 1.1654020249843595 0.52172019975660067 0.46173818525858212 5.7134422124872799
leaf_count=3365 48 32 11 20 16 8 8 33 9 1 10 27 4 51 105 7 61 3 26 28 26 88 12 44 133 96 6 26 4 325
internal_value=1.63471e-05 0.00056062 -0.00316681 0.000402524 0.0184053 -0.00229787 -0.0394351 -0.106611 -0.00297004 -0.0121642 0.00875605 -0.00375226 -0.00652196 -0.0452451 0.00577136 0.0011848 -0.00170153 -0.0458843 -0.0810515 0.00769081 -0.0124699 0.0338035 -0.114361 0.00509678 0.044318 -0.00230834 0.00472932 0.0100551 0.000204206 0.0099876
internal_weight=258.184 220.484 37.6995 34.7616 5.48463 3.79297 2.43898 1.15847 29.2769 16.4101 12.8668 15.6025 15.2503 3.67483 11.5755 11.0656 10.7848 1.8907 1.44527 8.89408 5.01905 3.87504 1.56061 10.6747 1.69535 8.9794 8.25164 7.8623 6.6969 6.17518
internal_count=4633 3397 1236 1188 76 60 49 41 1112 850 262 841 840 90 750 746 252 90 87 162 54 108 63 641 140 501 457 361 355 329
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 0 0 2 2 1 1 1 1 2 1 0 0 2 1 2 2 1 0 1 0 2 2 0 1
split_gain=0.0522709 0.257848 0.363043 0.517294 0.181782 0.125314 0.155477 0.116279 0.0938974 0.232335 0.467555 0.233949 0.345516 0.283108 0.17528 0.710683 0.147714 0.0861234 0.250693 0.214775 0.0666354 0.225478 0.0653267 0.341123 0.281647 0.314919 1.4283 0.783359 0.203231 0.425803
threshold=49.292797572200008 49.064150740050003 0.31118828780000007 0.31060447290000009 48.823707093150006 36.952388736350009 0.3733870243500001 0.66718062335000017 47.927946529500012 46.095286511800005 0.37447980600000008 0.37820723930000005 0.39150025445000008 0.45824975300000009 48.823707093150006 0.39078171310000004 0.60263165775000016 0.58035687555000015 52.834037000700008 0.39670967935000007 50.189067467950004 51.757767929250001 0.46551001470000003 0.56685428580000019 0.45824975300000009 0.57559653900000007 40.94178426300001 40.806664626150003 0.56748300950000019 0.47289003325000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 17 9 22 -11 -12 -13 -14 15 -10 -15 19 -19 -2 -21 -22 24 -24 25 -4 27 -27 -25 -30
right_child=7 -3 8 -5 -6 6 -8 -9 14 10 11 12 13 16 -16 -17 -18 18 -20 20 21 -23 23 28 -26 26 -28 -29 29 -31
leaf_value=0.10134134906160203 -0.028538159762560484 0.04217683059538882 0.00032919307951348806 -0.12009304170339329 0.10183866080424647 0.015333268604276066 -0.10387498116059213 0.049950942196300675 0.064478340645035284 -0.11710297205956972 0.066757546923716729 -0.1080295869779756 0.028584332681216625 -0.11820184154177056 -0.0036065544462719167 -0.021784845954959896 -0.0099598293511903857 -0.10597869827770703 0.051025760606119165 0.082974868765316345 0.065238711850851214 -0.10133302759882235 -0.11057257817347498 0.062099830662640722 0.029780356417765937 -0.10212027983033839 -0.11407568293846647 0.11407016128820413 -0.11738861564059883 0.00036724235311443249
leaf_weight=0.071510709822176777 1.7817636927502465 1.4530698458547693 231.5853676217821 0.60717605816898867 0.15635186433792114 0.22981255198828876 0.20882853778948629 0.26985852864163451 2.1491188975051041 0.4948072656989092 0.33956537675112519 0.38446316332556296 1.012955729733221 0.24768433650024224 4.0579967815428972 1.7189155092928556 0.256781375821447 0.329543582509359 0.14709366229362786 0.22777415601740347 0.26797388189152116 0.11663466777508802 0.32591145648620967 0.41485609383380539 3.217166163224646 0.22765876135213048 1.121853008167818 0.63538098335266113 0.34405284843069273 2.857075267760365
leaf_count=2 58 31 2861 24 3 16 160 40 15 30 8 23 36 8 41 44 39 87 22 13 14 80 12 5 121 91 35 2 59 653
internal_value=1.41177e-05 0.000172584 -6.89815e-05 -0.0533229 0.00750389 -0.0214079 -0.0414195 -0.0128078 0.00020083 -0.000147877 -0.0291229 -0.00970105 -0.0233521 -0.00189768 0.0109121 0.0261438 -0.0631049 -0.0187072 -0.057526 -0.010979 0.0401103 0.0147249 0.000181469 -0.0125861 0.000394016 -1.0748e-05 -0.039673 0.0570419 -0.00375448 -0.012289
internal_weight=257.259 254.118 252.665 1.27368 0.666504 0.510152 0.438641 3.14064 251.392 243.466 2.73626 2.24145 1.90188 1.51742 7.92603 3.86803 0.504466 2.87078 0.476637 2.39415 0.612383 0.384609 240.729 3.9419 236.787 233.57 1.98489 0.86304 3.61598 3.20113
internal_count=4633 4319 4288 205 181 178 176 314 4083 3983 144 114 106 83 100 59 47 274 109 165 107 94 3839 729 3110 2989 128 93 717 712
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 0 1 0 1 1 1 1 2 0 2 2 2 1 1 0 1 2 2 0 2 0 1 1 0 0
split_gain=0.0486849 0.44021 1.01805 0.517893 0.373871 0.310417 0.371274 0.821668 0.437095 0.329933 0.376505 1.00726 0.425164 0.718333 0.260386 0.484405 1.00111 0.377132 0.817532 0.252249 0.245715 0.226198 0.39139 0.22436 0.2167 0.210311 0.19506 0.772416 0.197576 1.002
threshold=0.56579144335000009 0.43837010870000009 0.44512140355000007 0.57559653900000007 41.675153845500006 0.56345618395000019 0.45107930900000009 0.5619592227500001 0.44618424600000006 0.43694799560000003 0.43220262865000009 0.42926858475000007 42.320906304050006 0.55348642255000013 38.911218973650008 39.476991512000005 40.574766824850009 0.46097422230000007 0.4690129038000001 0.62143349005000015 0.4373072662500001 44.131787411600008 47.309807198350008 0.57927906350000014 39.262923716450011 0.54585192060000021 0.42473279245000012 0.42802610700000004 0.53998383280000006 0.54353163080000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 20 6 8 -8 9 10 11 26 -12 -14 19 24 -17 21 -19 -4 -2 -18 -23 -20 -16 -13 28 -28 -1 -30
right_child=1 2 14 -5 -6 -7 7 -9 -10 -11 12 25 13 -15 15 16 17 18 23 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00097882225812939878 0.033578926087849938 -0.12589873213603905 -0.10428627050495694 -0.0094073083971724283 0.0066518279000125653 -0.035523017341437819 -0.082306800641592112 0.019822475464035344 0.040675245424796364 -0.035175345239372123 0.051203239225963072 -0.11299701781526608 -0.13154575577260039 0.044142493917982112 0.024280471694867384 -0.14470027084794299 0.036156093277401845 -0.12103619918036684 -0.10661223306374593 0.026831537610647462 0.10823633382503223 -0.06549120180999847 0.029671338945929465 0.0052518517920259605 0.090773717855824637 -0.037568311598412452 -0.010465031569953352 0.085633075810575665 -0.041333995765052881 0.0064219488374136534
leaf_weight=196.45270546161123 0.93129031638091253 0.94149949861457816 0.40660998152247785 0.64178784611613082 2.120549857711012 2.4894993139023418 1.6677010798812255 1.4930078957695512 2.6691130042163413 2.6399159647721708 2.8283960532862689 0.88070639505167381 0.38530937302994051 0.58767323568463326 1.0837163934193075 0.45388631161767889 4.3510991767980141 0.61282650131033722 0.18605848005972792 0.2295646409343135 0.83710595472075511 0.6862492412328719 1.1674238921623326 4.9312644136298331 0.8948085905285551 0.63701325080182869 2.3830788033665153 1.2887350423843598 6.593239815192649 13.168845737709487
leaf_count=2668 28 30 161 29 44 49 29 20 24 32 25 29 52 4 36 87 37 88 9 200 15 12 40 538 9 30 28 32 53 195
internal_value=7.485e-06 0.00468508 -0.0024147 -0.0786788 0.0349664 -0.000398067 -2.38576e-05 -0.0340645 0.000442892 -2.84128e-05 0.000383588 -0.000152176 0.0315882 -0.0254315 0.00563328 0.0084054 0.00106749 0.00661106 -0.0118866 -0.0569722 0.0689195 0.0236938 -0.00555883 0.00118464 0.0543527 -0.0813383 0.000408194 0.0232635 2.00587e-05 -0.0095109
internal_weight=256.641 20.4757 16.5868 1.58329 3.88895 236.165 233.675 3.16071 230.515 227.846 225.206 221.404 3.80138 0.972983 15.0035 14.3673 12.3888 11.9349 5.73015 0.636175 1.7684 6.20477 1.85367 5.11732 1.97852 1.51772 219.887 3.67181 216.215 19.7621
internal_count=4633 1363 1276 59 87 3270 3221 49 3172 3148 3116 3035 81 56 1217 856 811 724 635 361 43 89 52 547 45 59 2976 60 2916 248
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 0 1 2 0 1 1 1 0 1 0 0 2 0 1 1 0 0 2 2 2 2 0 0 0
split_gain=0.0552101 0.703106 0.571184 0.54818 2.85106 1.11418 1.27917 0.669683 1.23754 0.411637 0.496917 0.950344 0.431221 0.4236 0.28865 1.53695 0.666498 0.294554 0.53636 0.216733 1.07094 0.52373 0.7649 1.30551 0.54454 0.500188 0.588063 0.456827 0.766127 0.24888
threshold=0.50291907430000016 0.35585760905000008 0.3584174126500001 0.36551300860000008 0.36880632320000012 0.37227927305000003 0.5132031975000001 0.38334181610000007 43.111435027700004 0.51657136015000005 0.38723391515000005 0.38906020780000011 0.38334181610000007 0.52157121045000021 0.37323732825000006 0.50101793360000013 0.50101793360000013 37.995872310650007 0.48185683060000012 0.35585760905000008 0.35799826355000003 0.49405706415000006 0.48588365620000007 42.123054668150012 35.771221912400001 44.952171034750002 48.109449608500007 0.49588335680000006 0.49194634890000005 0.47938684470000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 -3 -4 -5 -6 7 8 -7 -8 12 -12 -11 -13 15 19 17 -16 -19 27 -21 22 23 -22 -23 -25 -27 28 29 -1
right_child=1 2 3 4 5 6 9 -9 -10 10 11 13 -14 -15 16 -17 -18 18 -20 20 21 24 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0045234046760561121 0.097797877952556844 -0.090854384661080298 0.046088863414413928 -0.20433604449777212 0.053088068029385982 -0.13780932784997005 0.035924773328901996 0.012440163835035635 0.020986291709944118 -0.0043796323625969712 0.04750094760361967 -0.067828002285204622 -0.067382610845961158 0.00052599726656953679 0.047210873022656946 -0.095997254137148852 0.10995055210991272 0.04933637442037081 -0.11222989345051822 -0.091653567989917931 -0.13339450345961257 0.023279281881443466 0.090101678204705785 0.076935771547862047 -0.035685431611734049 -0.11714786142844791 0.053425130422046711 0.034741071762640484 -0.058725844574472635 0.0047630667599141497
leaf_weight=52.44105448743926 0.7550594792701294 0.67325856233946879 2.6953573096543542 0.67572706821374495 4.0644936645403495 1.6396050071343777 3.3928112181602037 0.87094531417824317 0.7004299797117709 2.4470275277271858 4.3838604344055048 0.91571921445574744 1.9537413110956547 91.308337103787721 0.61711527081206374 1.7147162975743402 0.76568871419294726 0.35663287166971713 0.48477453776285984 1.5283452172620844 0.59962031754912359 2.238332299515605 1.2937032645568249 1.1681566209299488 5.2156813712790608 0.37493311683647323 0.43850451707839966 3.7913033133372656 2.2191557027399531 64.177910848520696
leaf_count=1036 18 6 15 23 41 49 30 26 16 29 29 21 21 2441 6 21 13 13 35 31 32 19 18 31 47 63 4 29 15 455
internal_value=5.80416e-06 0.00161284 0.000985248 0.00152269 0.000453543 0.00169267 -0.000248521 -0.0624167 -0.0902779 0.00166353 0.000512716 0.00200971 -0.0323501 -0.000152709 -0.00133671 -0.00191604 0.0343993 -0.00526332 -0.0437496 -0.00072535 -0.0130773 -0.00247691 0.0273442 -0.00410988 -0.0179792 0.035011 -0.0251961 0.000569714 -0.000520458 0.000587139
internal_weight=255.902 116.476 115.721 115.048 112.353 111.677 107.612 3.21098 2.34003 104.401 101.009 96.6079 4.40077 92.2241 139.426 137.201 2.22421 1.45852 0.841407 135.487 12.8573 11.3289 3.87492 2.58121 7.45401 1.98159 0.813438 122.629 118.838 116.619
internal_count=4633 2765 2747 2741 2726 2703 2662 91 65 2571 2541 2491 50 2462 1868 1801 67 54 48 1780 245 214 148 130 66 98 67 1535 1506 1491
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 0 1 1 0 0 0 0 1 2 2 1 0 0 2 0 0 0 2 2 0 0 0 0 2 2
split_gain=0.0535331 0.0932255 0.229872 0.288292 0.219978 0.0930144 0.222373 0.148419 0.194203 0.164851 0.0800568 0.0743852 0.10275 0.0434427 0.16574 0.124746 0.0766861 0.166662 0.071301 1.6013 0.776477 0.608394 0.356835 0.177767 0.480207 1.53851 0.397694 0.725024 0.0774478 0.3676
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.5116313883000001 0.34007963835000005 0.51484985480000012 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.54413041525000005 0.42314601355000009 0.56748300950000019 0.43643902880000007 35.374259656300005 35.771221912400001 0.37644082515000005 0.39587138110000003 0.3733870243500001 36.257608591500009 0.50730517050000012 0.50035927070000008 0.5218855723000001 36.558960102350007 37.041406607950009 0.50291907430000016 0.50452082270000009 0.52889135055000014 0.53017873715000008 39.032633164100012 39.117456157700005
decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 -7 -8 -9 -10 -1 -11 -13 15 -15 -2 17 -16 19 20 -18 -21 -20 24 -24 -26 -27 -28 -25 -30
right_child=13 2 3 5 -6 6 7 8 9 11 -12 12 -14 14 16 -17 18 -19 22 21 -22 -23 23 28 25 26 27 -29 29 -31
leaf_value=-0.050000604742325316 0.0033405369502387248 0.10419698556433406 -0.10987490980235692 0.10147821422747082 -0.10498627626002657 -0.062511345233078233 0.10486603933856511 -0.10494761673355113 0.072248841828133806 -0.10378041060714155 0.060582475743526557 0.086478977342285213 -0.10147468688800419 0.036270522930096978 0.014171841416725492 -0.032039587335400348 -0.024480126744443581 -0.1128666142000153 0.051517530838379448 0.11127192453632849 -0.17848406305224934 -0.0019848718652137076 -0.053711762668783129 0.0048879072597999363 0.12034304182128044 -0.11935050117081898 0.11326273318797107 -0.082882999195167451 -0.038227197370265226 -2.1405739652769513e-05
leaf_weight=0.091980727602958168 2.6045683350967002 0.30710060335695732 0.1789525793865322 0.1422340553253888 0.20034651265768844 0.28060544142499555 0.2505134120583532 0.11283483728766441 0.43856853991746902 0.09034504737064708 0.22711345856077969 0.077084864664357156 0.046710610743048164 1.2560233081803733 0.22954112128354509 1.6142091105866709 0.66205280480789885 0.18772174064633873 1.3434938744758245 0.77038296312093768 0.64766383916139603 1.2341125704624571 2.1531810294254674 30.73013730452476 0.82586675882339511 0.54125810891855486 0.30392396450042725 0.49598955443434534 2.5497769766952834 204.38107267114856
leaf_count=59 23 8 6 4 43 10 2 5 4 27 17 10 191 37 16 32 43 135 36 5 5 46 24 424 2 11 1 52 34 3321
internal_value=8.30266e-06 0.014736 0.0248807 0.00982486 -0.0228585 0.0247117 0.016291 0.0380539 0.0161905 0.0371319 0.0287063 -0.0347892 0.0155601 -0.000134255 3.67056e-05 -0.0101968 -0.000147506 -0.0429813 -7.50396e-05 -0.0146437 -0.100636 0.0415428 0.000123394 -0.00016195 -0.020265 0.012968 -0.0531515 -0.00835821 0.000203484 -0.000492173
internal_weight=254.975 2.44439 1.92495 1.61785 0.519441 1.4389 1.29666 1.01606 0.765544 0.652709 0.319094 0.214141 0.123795 252.531 248.312 4.21878 247.056 0.417263 246.639 3.31421 1.30972 2.0045 243.325 241.981 4.32022 2.16704 1.34117 0.799914 237.661 206.931
internal_count=4633 386 267 259 119 253 249 239 237 232 76 228 201 4247 4192 55 4155 151 4004 99 48 51 3905 3869 90 66 64 53 3779 3355
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 2 1 0 1 0 2 2 2 2 2 0 0 0 1 2 2 0 2 0 1 1 0 1 1
split_gain=0.0467766 0.0904755 0.107377 0.251282 0.194347 0.0866159 0.0682326 0.084552 0.119255 0.125456 0.0428781 0.389762 0.595151 0.896596 0.541898 0.44718 1.85738 0.895568 0.877592 0.344766 0.913859 0.511593 0.304879 0.60748 0.302471 0.270581 0.422886 0.249082 0.295808 0.800446
threshold=34.823977857500005 34.214889417600013 0.43121463430000007 0.52401125715000008 0.38906020780000011 0.5380527529500001 33.036871954450007 0.38512319990000005 0.5206281249000001 0.31168228495000011 0.56579144335000009 38.911218973650008 40.890797847750008 41.772405911750006 40.722669576350008 42.546237522150008 0.57299182660000014 0.56748300950000019 0.58388970390000006 0.43837010870000009 39.476991512000005 40.574766824850009 0.58984760935000013 42.498713093000006 0.62143349005000015 0.44844465735000011 0.43694799560000003 0.56345618395000019 0.45107930900000009 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -3 7 8 9 -1 27 24 14 -14 19 16 -15 -17 -18 -13 -21 -22 -20 -24 -12 26 -19 28 -2 -30
right_child=10 5 -4 -5 -6 -7 -8 -9 -10 -11 11 12 13 15 -16 17 18 25 22 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.10135920903560756 0.00026342900833491292 0.016204375191049208 0.073979053203929709 -0.10771879372866011 0.086889950567021604 0.083534585998840255 0.011684278998586506 -0.11331960552182536 0.100826740532818 -0.10326225636937203 -0.11034288314141449 0.074355207417874339 -0.092891172138621594 0.11826817409776724 0.090649307705318552 -0.14039698773386997 -0.11527095713572169 0.032809302451584428 0.076721533323090604 0.047255055472456189 -0.1387823789647056 -0.013883201182086708 -0.10748415096726589 0.10719723519520108 0.031273235430032041 0.004981747322971547 -0.11124566194700292 -0.032032050814068951 -0.08100032532410377 0.019645988734591557
leaf_weight=0.038892462849616338 226.7365233353878 0.52477135183289636 0.16995034462513547 0.22068716354260676 0.24883598275482655 0.3004564952752844 0.45556202045918326 0.12426669523119926 0.067588264122605324 0.13051156489041205 0.50375189873102755 0.84731628000736492 1.0527371369498713 1.4781045913696282 1.315179899218492 0.48552741762250562 0.75171682843938459 0.33686171038425339 0.55845597386360146 1.9794865841540743 0.50287869010935515 0.9427670267978101 0.35385948361363262 0.21004955055832397 0.21527000134301488 7.8351309623540146 0.51583319815836148 2.4784580274135797 1.5761276591947528 1.5846889115637166
leaf_count=1 2996 24 183 24 5 30 28 2 3 86 118 4 99 5 28 11 17 23 3 48 90 20 76 4 83 478 50 47 29 18
internal_value=1.02704e-05 0.0142646 -0.000725875 -0.0105958 0.00951742 0.0407186 -0.0140533 -0.0465095 -0.0114776 -0.0562844 -0.00011865 0.00433818 0.0070499 -0.00425432 0.0345198 0.00319537 0.034452 -0.00822665 -0.0316545 0.0172416 0.0031127 -0.0573303 0.0243486 -0.0275178 -0.067944 -0.000840183 -0.054336 -0.000500031 -0.000160094 -0.0305409
internal_weight=254.542 2.28152 1.45629 1.28634 1.06566 0.825228 0.816821 0.361259 0.236992 0.169404 252.261 19.8849 19.1659 13.5783 5.58763 12.5255 3.35219 9.17335 1.87408 4.27245 3.42513 1.44565 1.12237 0.563909 0.719022 8.68783 0.852695 232.376 229.897 3.16082
internal_count=4633 386 332 149 125 54 120 92 90 87 4247 1157 956 766 190 667 105 562 100 162 158 110 83 80 201 551 73 3090 3043 47
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 1 1 1 1 2 2 0 0 2 0 1 1 0 2 0 1 2 1 0 2 0 2 2 2 0
split_gain=0.046065 1.25403 0.554704 1.82862 0.661656 0.404285 0.937898 0.302733 0.888752 0.262551 1.64697 2.27428 2.41835 0.918869 0.856348 0.749797 0.992953 0.65703 1.28582 0.553732 0.416024 2.35735 0.680295 0.377054 0.35248 0.509066 0.298112 1.06296 0.574878 0.621519
threshold=0.48458129995000004 0.48389269780000005 0.48847339900000003 41.444941515100005 0.34575312120000007 0.34521421515000011 0.34530403280000005 0.34587287805000005 0.34626208795000007 43.157831852650006 42.686561923500008 0.50386215985000016 0.51809826055000008 42.844429421150004 0.54284302865000023 0.35585760905000008 0.36166581840000006 0.49194634890000005 42.654057868200006 0.54353163080000011 0.3584174126500001 41.976795488650005 0.36265381275000008 0.55788748840000013 43.663128814500006 0.53499895210000015 41.835830569250014 41.641174900500005 42.081757894750005 0.52468488970000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -4 -7 -8 -9 10 17 -12 -13 -14 -15 -11 -17 -10 20 -16 21 -19 -22 -21 25 -18 27 -24 -28 -30
right_child=2 -3 5 4 -6 6 7 8 9 15 11 12 13 14 19 16 24 18 -20 23 22 -23 26 -25 -26 -27 28 -29 29 -31
leaf_value=0.00013335443980995581 0.063572596100059747 -0.070977491547082674 0.067399209876900609 -0.064077290696758479 0.0095327924569578171 -0.1196831111752287 0.055033609648035269 -0.10525211391904177 -0.043010022733593688 0.05472476483976222 -0.17061972059081976 0.10055053386884341 -0.14244176138572937 -0.1218824640891773 0.12082890635614414 -0.096517085502278929 0.087413604521498975 0.10405710532967208 0.10607201778976148 0.058884171102639597 -0.07787516142296623 -0.046321123126361836 -0.00044608452806929366 -0.10536067077969054 0.00079733319906512539 0.0088364274601052725 0.043084143515869741 -0.082886817842493965 0.059706425542953169 -0.010771081675861854
leaf_weight=100.50402711082302 5.4397950538404967 2.5426522828638545 0.87042651511728664 2.0300793461501598 3.0643813642964233 0.66229885816573997 0.97828854620456596 0.80968910828232665 3.3702818569727233 3.1633395105600384 1.3210148010402907 1.1802029772661629 1.0822607349546163 0.55132716980006058 0.4194023609161377 0.96666152926627802 1.2374912005616381 2.1633027940988532 1.1704746817231342 0.25569606199860573 1.1271669268608082 2.0119789130985737 82.461102771724995 0.30829796005491517 15.778189997306979 2.4703742153797066 4.5235751137661273 1.5942314439889731 1.4752340558916319 8.2423244662641064
leaf_count=1513 38 24 4 17 30 8 12 5 30 21 12 10 23 17 1 9 21 44 17 2 13 13 1486 41 865 55 86 52 18 146
internal_value=8.16435e-06 -0.00162129 0.00112215 0.0232529 -0.0197999 -0.00054076 -0.000965215 -0.000398175 -0.000792037 -0.000174095 -0.00217403 -0.0576037 -0.0182862 -0.071879 -0.0221194 0.00941719 0.00240965 0.000449432 0.00184746 0.0338113 0.000669918 0.0315931 -0.000628695 -0.0308975 0.0073172 0.0350614 0.000257091 -0.00200969 0.0136363 -7.18079e-05
internal_weight=253.776 103.047 150.729 10.5343 5.09446 140.195 139.324 138.662 137.684 136.874 113.258 5.1182 3.79719 2.61698 1.53472 23.6161 20.4527 108.14 104.769 0.983396 103.599 4.17528 99.4236 0.563994 19.4861 3.70787 98.2965 84.0553 14.2411 9.71756
internal_count=4633 1537 3096 85 47 3011 3007 2999 2987 2982 2011 106 94 84 61 971 950 1905 1875 44 1858 57 1801 43 941 76 1788 1538 250 164
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=1 2 2 1 2 1 0 1 1 0 0 0 1 0 0 2 2 1 0 2 2 2 1 0 0 2 0 2 2 2
split_gain=0.0549994 0.218744 0.165937 0.113814 0.107358 1.12783 0.264219 0.17464 0.174409 0.355079 0.240845 0.15787 0.118309 0.537772 0.260521 0.743735 0.595895 0.252662 0.359068 0.167323 0.161797 0.172946 0.368655 0.184562 0.326441 0.250851 0.143394 0.641008 0.777681 0.815413
threshold=0.31060447290000009 49.247968080500009 48.823707093150006 0.31100865245000009 48.96897326980001 0.36042334060000009 0.53312775065000018 0.50491003265000012 0.50214065445000011 0.61797550970000004 0.58887458460000019 0.58035687555000015 0.32467590790000006 0.4560492201000001 0.39672464895000009 48.823707093150006 41.835830569250014 0.32012514595000008 0.41973294215000007 48.393869453650005 47.927946529500012 46.095286511800005 0.37447980600000008 0.51017933595000009 0.54191491270000014 47.309807198350008 0.47568935060000012 43.564719632750005 42.759119507950011 42.055256506450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -6 -7 8 9 10 11 -8 14 -14 -5 16 17 18 -16 20 21 26 -23 -24 -25 -26 27 28 29 -15
right_child=3 -3 -4 4 5 6 7 -9 -10 -11 -12 -13 13 19 15 -17 -18 -19 -20 -21 -22 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.021509808354519239 0.021490187265879299 -0.10392476829800068 0.10166590925530405 -0.014112035699393144 -0.12395074532845066 0.065762850367589498 0.0036296881326510089 -0.10166139329903918 0.091415052480845096 -0.12408214068525042 0.081598634261913217 -0.10879820843552984 -0.090707767807573753 -0.005772078209071929 0.055881778496314871 0.10963476658995211 -0.087730531868996237 0.064213546505229799 -0.067603165031927634 -0.027311990139797182 0.03084657589499645 -0.11505993716188201 0.061424256544323888 -0.10436788455094029 -0.044351049711456453 0.038827684930432566 -0.00018434327857002285 0.077111662687175925 -0.064951161532362786 0.06350889213662228
leaf_weight=0.47433349542870828 2.4635798545787102 0.2505109750200063 0.14214321970939636 1.9751689926451934 0.7715925066149788 0.7106313871568094 0.75609116164287093 0.17278614692622785 0.2006349368020891 0.22358836818602856 0.36158036616325262 0.14961054472223623 0.65463936390619792 5.7922241955175178 0.45734399522189129 0.89807105064392079 0.55615549453068513 1.0142047703266142 0.48540048813447356 2.2140868850401594 1.7221115953288961 0.39193251577671562 0.31264463393017683 0.37898233882151533 0.68270722875604384 0.77319687607814558 222.53704437214765 1.3120700861327339 1.4478664584457863 2.4038735814392567
leaf_count=178 18 14 3 47 21 69 86 74 2 14 25 44 238 112 39 4 28 11 9 39 36 17 3 37 44 30 3269 67 35 20
internal_value=1.51549e-05 -0.0251284 0.00689125 0.000101721 -0.000109592 -0.0179 0.0138787 -0.00589847 0.00388365 -0.00789595 0.0126029 -0.014942 0.000132415 -0.000195688 0.0147897 0.0315247 0.00361165 0.0295707 -0.00769818 5.12304e-05 0.00030605 8.3224e-05 -0.0258727 -0.00959565 -0.0216967 -0.000176754 0.000365519 0.0115342 0.00261237 0.0145477
internal_weight=252.687 0.866988 0.616477 251.82 249.356 3.34652 2.57492 1.86429 1.69151 1.49087 1.26728 0.905702 246.01 240.623 5.38634 3.41118 2.5131 1.95695 0.942744 239.969 237.755 236.033 2.53946 2.14753 1.83489 1.4559 233.493 10.956 9.64396 8.1961
internal_count=4633 195 181 4438 4420 335 314 245 171 169 155 130 4085 3947 138 91 87 59 48 3709 3670 3634 131 114 111 74 3503 234 167 132
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 2 0 2 0 1 1 0 0 1 0 0 0 2 1 1 1 1 1 1 2 0 0 1 2
split_gain=0.0503897 0.237367 0.136032 0.134421 0.485558 0.191947 0.329616 0.153015 0.108847 0.506181 0.652067 0.336528 0.25433 0.351639 0.213739 0.0985514 0.0891701 0.0736778 0.207321 0.181181 0.0698373 0.649522 0.771206 0.784991 0.563128 1.85266 0.467493 1.02778 0.53834 0.825468
threshold=49.292797572200008 49.064150740050003 48.96897326980001 0.39614083410000006 0.39587138110000003 0.39672464895000009 48.823707093150006 0.3733870243500001 46.095286511800005 0.54191491270000014 0.37644082515000005 0.45824975300000009 0.60861950240000018 0.6310290111500001 0.57854555250000017 0.47820424540000012 0.66718062335000017 0.58035687555000015 52.834037000700008 0.39670967935000007 0.37977904855000005 0.38334181610000007 0.38723391515000005 0.38906020780000011 0.37227927305000003 39.852039223600009 0.50291907430000016 0.5116313883000001 0.36166581840000006 38.621016321050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 8 -1 20 10 15 -11 -13 -14 -15 -10 17 19 -19 -2 24 -22 -23 -24 26 -26 28 -28 -7 -30
right_child=16 -3 -4 5 -6 6 -8 -9 9 11 -12 12 13 14 -16 -17 -18 18 -20 -21 21 22 23 -25 25 -27 27 -29 29 -31
leaf_value=0.011654357957451639 -0.027042158655658229 0.041387024453188752 -0.030692366440536856 -0.035324150890738863 0.10563876262164001 8.3623809471371465e-05 0.03791440685269324 -0.11096307708606255 -0.030497822797079667 0.040652593410897532 -0.11485370708179073 -0.11327577738629752 0.1013155871014899 -0.10650451512222325 0.014157991903266533 0.026078370038454764 0.045188578276563786 -0.10491170096385999 0.047069271557689168 0.03774995011610878 0.042613679261582577 -0.056671582859199335 0.045650676375659449 9.1310708773292839e-06 0.01192358825507767 -0.12154976550142105 0.041677405038804294 -0.043045848889174357 -0.0083625578607383587 -0.082253791642117491
leaf_weight=0.23625220288522442 1.7563478952106382 1.3892777585424472 1.4416040559881356 1.5309761639218766 0.49281111732125282 119.56776782598013 2.2949771732091895 0.17879146350560404 0.65103146198089168 1.723580278339796 0.92271823773626227 0.27580335340462603 0.2342190220952034 0.28144028395763598 0.3068770024983678 0.58414943027310073 0.2427841080498182 0.28383868029050052 0.13126502170052845 0.57219207202592759 3.8230658248066893 2.2967073083855203 3.9412165638059369 85.881905663898124 2.8960716603323808 1.6225805752910671 6.4548761583864671 1.8400036492384968 6.1853471432950737 2.0009601373094483
leaf_count=18 58 31 15 16 5 1404 26 167 24 40 47 10 8 37 16 16 40 87 22 107 22 27 24 2086 28 51 62 32 51 56
internal_value=1.28321e-05 0.000167665 -6.35544e-05 0.000115773 0.0385239 -2.63663e-05 0.000195304 -0.0411665 -0.000163155 -0.0147942 -0.0512531 0.0130855 -0.0301744 -0.00230976 -0.0435648 -0.00374146 -0.0128996 -0.0180398 -0.0568519 -0.0111208 0.000144908 0.00222487 0.000548691 0.00201177 -0.00127475 -0.0360047 -0.000121245 0.0228838 -0.00161492 -0.0264236
internal_weight=252.041 249.055 247.666 246.224 0.907855 245.316 243.785 0.415044 241.49 4.97982 2.1579 2.82192 1.09834 0.822536 0.588317 1.23518 2.98643 2.74364 0.415104 2.32854 236.511 95.9429 92.1198 89.8231 140.568 4.51865 136.049 8.29488 127.754 8.18631
internal_count=4633 4319 4288 4273 190 4083 4067 185 4041 198 87 111 71 61 53 40 314 274 109 165 3843 2159 2137 2110 1684 79 1605 94 1511 107
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 1 2 0 1 1 1 1 0 0 1 0 1 1 2 0 0 0 2 1 2 2 2 2 1 1
split_gain=0.0555265 0.196603 0.134798 0.101529 0.136542 0.0979086 0.0982763 0.32792 0.199588 0.104789 0.151993 0.13356 0.112093 0.0676564 0.512548 0.253131 0.287581 0.302469 0.230608 0.257395 0.555941 0.109832 0.521171 0.374524 0.338571 0.796198 0.366598 0.63585 0.86662 0.345108
threshold=0.31060447290000009 49.247968080500009 48.823707093150006 36.952388736350009 0.3733870243500001 0.31100865245000009 49.064150740050003 0.55688452445000014 0.50491003265000012 0.50214065445000011 0.48616807880000007 0.4995808509000001 0.58049160205000017 0.61311038590000011 0.45824975300000009 0.66505493850000008 0.57854555250000017 0.58454836680000011 48.823707093150006 0.66011496660000013 0.63528038085000016 0.56579144335000009 38.911218973650008 0.47634801355000006 40.94178426300001 41.772405911750006 46.645430295100006 42.546237522150008 0.44844465735000011 0.45218706025000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 13 -8 9 10 12 -12 -9 21 -15 18 -17 -18 19 20 -16 -7 -23 24 29 -26 27 -27 -29 -24
right_child=5 -3 -4 4 -6 6 7 8 -10 -11 11 -13 -14 14 15 16 17 -19 -20 -21 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=0.10109700004485767 0.020070830174601609 -0.1036716240502935 0.10135400100027084 0.01370668912625278 -0.10338209721254954 -0.00028297133888107796 -0.084755235153993497 0.060008145151773079 -0.10154640452191128 0.088936953397479687 -0.10232622463074457 0.023531118689379765 -0.029681753148128084 -0.12093005491782077 0.026491406440255619 -0.12712949067502441 0.092973628340457082 -0.10742699655929122 0.10987632091081463 0.10310578747503066 -0.10871719854161233 -0.085906544761211373 0.056863887741405585 -0.05401556975077574 -0.084757316379687031 0.041867660091212115 0.063826242414709147 -0.12461419295031362 0.00078200046447636528 0.0020990966157956952
leaf_weight=0.06116403453051944 2.4296101127983993 0.23302568146027625 0.1162421777844429 0.22943964879959822 0.17598722320553861 228.05827107758955 0.58944863325882479 0.47545614857517626 0.15657819846092014 0.17959121055901039 0.19541167194984155 0.14831402432173491 0.19711492421629373 0.39548790942103496 1.1594154056720078 0.29191192602911531 0.18413654732285067 0.12744050146579866 0.24048781394958485 0.23562864529458227 0.41222504193422072 0.56188629522716738 3.1663499674759779 0.80468506131364925 0.90107036288827469 2.6982106448849663 1.2640922962455077 0.67280696542002294 3.0476711047813296 1.8075481968699021
leaf_count=2 18 14 3 16 160 2930 114 39 73 2 56 6 32 18 195 121 8 80 1 11 131 187 50 121 31 29 24 31 92 38
internal_value=9.21771e-06 -0.0260365 0.00500322 -0.0190007 -0.0371191 9.40802e-05 -0.000101651 -0.0225096 0.00461906 0.0185194 0.00607577 -0.0480201 0.0337221 7.52154e-05 -0.014734 0.00110735 -0.055811 0.0110062 0.0178816 0.00564015 -0.00897241 0.000260906 0.00857189 0.0122681 0.0162022 0.00417292 0.014603 0.00490906 -0.0218945 0.036962
internal_weight=251.217 0.815859 0.582833 0.466591 0.405427 250.401 247.971 1.94191 1.35247 1.19589 1.0163 0.343726 0.672571 246.029 3.04673 2.65125 0.603489 0.311577 2.04776 1.80727 1.57164 242.983 14.9243 14.3624 13.5577 8.58385 7.68278 6.41869 3.72048 4.9739
internal_count=4633 195 181 178 176 4438 4420 322 208 135 133 62 71 4098 565 547 209 88 338 337 326 3533 603 416 295 207 176 152 123 88
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 0 1 2 1 1 1 0 0 0 1 0 1 1 2 0 0 2 1 0 2 1 1 2 1 2
split_gain=0.0487537 0.178457 0.123186 0.0797167 0.0845701 0.283327 0.178056 0.165272 0.0920703 0.129494 0.122586 0.0941594 0.0889571 0.0586458 0.456083 0.221412 0.253854 0.26806 0.209521 0.227914 0.49277 0.108437 0.195117 0.0904931 0.445222 0.334921 0.789505 0.402719 0.334758 0.438425
threshold=0.31060447290000009 49.247968080500009 0.30560462260000004 0.31100865245000009 49.064150740050003 0.55688452445000014 0.50491003265000012 50.189067467950004 0.50214065445000011 0.48616807880000007 0.4995808509000001 0.58049160205000017 0.47648274005000008 0.61311038590000011 0.45824975300000009 0.66505493850000008 0.57854555250000017 0.58454836680000011 48.823707093150006 0.66011496660000013 0.63528038085000016 45.044778924400006 0.49284452560000008 0.56579144335000009 38.911218973650008 0.43837010870000009 0.44512140355000007 41.675153845500006 0.47634801355000006 47.309807198350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 7 8 -6 9 11 -11 -7 -9 23 -15 18 -17 -18 19 20 21 22 -16 -5 -25 27 -27 -26 29 -28
right_child=3 -3 -4 4 5 6 -8 12 -10 10 -12 -13 -14 14 15 16 17 -19 -20 -21 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-0.1009633530604348 0.018147117101821136 -0.1033111536834652 0.025974603882789611 -0.00025465252625955667 -0.10632553121517266 0.055889084606991525 -0.10139925218927096 0.10237071580483399 0.085644802726699887 -0.10210432874845987 0.021296506384989256 -0.026870398138526708 -0.10072794016800168 -0.11871412481338472 0.027060991116343525 -0.12429515798824993 0.090026636493313092 -0.10669537027501896 0.10884863964346565 0.10098968485283621 -0.10787984766170203 0.07186264906906778 -0.10073621962702116 -0.08198514069632612 0.08110583917857328 -0.071190996204429244 0.011022341279167753 0.0096875820315427408 -0.049945463057597062 0.087400234220921261
leaf_weight=0.091776583548834334 2.4190307976678005 0.21154854202177376 0.45779879835026804 228.07657316695804 0.45800855656852846 0.4602759691479148 0.1418729576980694 0.06650196760892868 0.16843277402222157 0.17718050010444131 0.14753260742872953 0.19602584755557473 0.031915793228563416 0.36418809613451175 0.67192954722122544 0.26984569955834548 0.17179415299324319 0.11606328199025029 0.21955159306526173 0.21744896149766635 0.37574406238798008 0.33545011968817562 0.14530290347920527 0.53150096661897706 1.3523523285984986 1.2725366511149321 7.9546665466914384 1.8972494298359377 0.78434832206039651 0.82996889203786839
leaf_count=137 18 14 44 2930 31 39 73 1 2 56 6 32 82 18 37 121 8 80 1 11 131 10 148 187 16 35 202 33 121 9
internal_value=4.99744e-06 -0.0252656 0.00477654 8.19788e-05 -9.46342e-05 -0.0214084 0.00429616 -0.0810619 0.0173418 0.00561474 -0.0460375 0.0311703 0.0365081 6.57263e-05 -0.0141021 0.000997591 -0.0546131 0.0107089 0.0167775 0.00519913 -0.00842897 0.0239894 0.00433881 0.000234276 0.00786035 0.0112492 0.00280871 0.039409 0.0126496 0.0182385
internal_weight=250.614 0.761124 0.549575 249.853 247.434 1.84775 1.29132 0.556426 1.14945 0.981015 0.324713 0.656302 0.0984178 245.587 2.88732 2.52313 0.557703 0.287857 1.96543 1.74588 1.52843 1.15268 0.817232 242.699 14.6226 14.0911 10.8415 3.2496 9.56898 8.78464
internal_count=4633 195 181 4438 4420 322 208 114 135 133 62 71 83 4098 565 547 209 88 338 337 326 195 185 3533 603 416 367 49 332 211
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 1 0 2 1 1 1 1 1 0 1 2 0 0 1 1 1 0 2 2 1 0 0 0
split_gain=0.0505715 0.264002 0.112553 0.0856312 0.224613 0.910135 0.342335 0.206611 0.250224 0.252491 0.131367 0.123538 0.384309 0.119419 0.162719 0.373898 0.540993 0.702979 0.571073 0.229206 0.169257 0.14533 0.240036 0.141096 0.532926 0.858395 0.485353 0.420289 0.377808 0.289166
threshold=49.292797572200008 49.064150740050003 48.96897326980001 0.32467590790000006 0.34007963835000005 37.572218886150004 0.45798030000000006 0.31118828780000007 0.39614083410000006 44.952171034750002 0.3298553935500001 0.34377713240000007 0.34422622080000004 0.34458549145000011 0.3447651268000001 0.47604862130000009 0.35696536035000009 43.968221017800005 0.45995628875000011 0.47943175355000006 0.34479506600000004 0.34482500525000009 0.34491482290000003 0.47787491390000009 42.720329370750001 44.279556297950009 0.34536391125000004 0.47868327295000007 0.47757552170000012 0.47905751325000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 10 8 9 -1 -5 -6 -13 -14 19 16 17 -16 -18 -15 -17 -22 -23 24 26 28 -24 -25 -26 -29
right_child=-2 -3 -4 4 11 -7 -8 -9 -10 -11 -12 12 13 14 15 20 18 -19 -20 -21 21 22 23 27 25 -27 -28 29 -30 -31
leaf_value=-0.10271380065246022 -0.01341731705811835 0.045374552153654907 -0.028181344230794544 -0.10682444853744844 0.015583920038180377 -0.11559487946313894 0.10262149125487585 0.019920519617417434 -0.081558520856342367 0.083704259704718842 0.033752712597132944 -0.049743203601278305 0.014363329606039744 -0.03423062084711722 -0.10895168934867867 0.039897753285813298 -0.10786771817315664 0.044820808442065596 0.045104951063106941 0.0015547291151414089 -0.032296114744598411 0.026549513937072902 0.0044005922822660569 -0.027084370600026716 -0.11329286357728252 0.018202068237732981 0.047110073457363753 0.026906742297198079 -0.015632789494408598 -0.00027080518616804452
leaf_weight=0.10232371051006239 2.7768530793175605 1.2842849993321568 1.4173491556430224 0.14651154746570572 4.997283076409075 0.74985233097686432 0.4049558425322175 4.9182933974584557 0.47410456245415844 0.25058546126820147 0.1216855779615571 1.5619401652365912 5.6678748068841278 3.3538337004574705 1.2755485156590105 1.093208361417054 0.31386553089396318 0.38764101872220624 1.0969922621006842 3.8381775990128517 1.3468221337534476 3.5210205607581875 7.0687826848588866 5.7735201509203753 1.0447163024218746 2.2456090347841382 4.2668942864984274 4.0000976221635929 0.63806910812854756 183.94168322211476
leaf_count=132 314 31 15 25 34 68 9 124 57 13 20 17 36 24 180 10 108 3 28 22 13 25 44 60 44 22 27 35 8 3085
internal_value=2.66733e-06 0.000153354 -8.27126e-05 8.01053e-05 -0.000210079 -0.0398212 0.0445863 0.0121443 -0.0341013 0.0296536 -0.0430422 2.7321e-05 -0.000307139 2.73117e-05 -0.000333489 0.000154726 -0.0344741 -0.0731118 0.011074 -0.015133 0.000649982 0.000449344 0.000656884 0.000220628 0.00947726 -0.0222633 0.020477 -0.000508762 -0.0762627 0.000307634
internal_weight=250.08 247.304 246.019 244.602 238.857 1.42301 0.673153 5.74531 0.827014 0.352909 0.268197 237.434 232.436 230.874 225.206 218.014 3.07405 1.66319 1.41086 7.19201 214.94 213.847 212.5 208.979 15.2641 3.92839 11.3357 193.715 1.68279 187.942
internal_count=4633 4319 4288 4273 3947 122 54 326 202 145 45 3825 3791 3774 3738 3692 319 183 136 46 3373 3363 3350 3325 145 74 71 3180 52 3120
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 0 1 1 0 0 0 1 1 0 2 2 1 2 1 0 2 2 0 1 0 1 1 1 0 0
split_gain=0.0466553 0.0811336 0.203165 0.270697 0.197368 0.0870611 0.171519 0.123851 0.169617 0.116696 0.0718705 0.0960832 0.0716277 0.0822197 0.0400722 0.216961 0.102643 0.982231 0.689217 0.183682 0.156117 0.0956295 0.368985 0.651078 0.32559 0.140335 0.464438 0.0736508 0.159666 0.434053
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.5116313883000001 0.34007963835000005 0.51484985480000012 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.54413041525000005 0.56748300950000019 0.43643902880000007 0.33894194785000004 0.41973294215000007 49.292797572200008 49.064150740050003 0.31168228495000011 48.823707093150006 0.31118828780000007 0.3733870243500001 48.823707093150006 46.095286511800005 0.54191491270000014 0.37644082515000005 0.54413041525000005 0.44922307715000004 0.45824975300000009 0.57854555250000017 0.60861950240000018 0.6310290111500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 12 -5 -7 -8 -9 -10 -11 -12 13 -1 15 16 17 18 19 -2 21 -18 23 -23 -24 -26 -27 28 -28 -30
right_child=14 2 3 5 -6 6 7 8 9 10 11 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 22 24 -25 25 26 27 -29 29 -31
leaf_value=-0.10243937762391056 0.012744544976322792 0.1038281401182311 -0.10927611368101034 0.10139941638278782 -0.10475316043342874 -0.0566399522613798 0.10402504799364409 -0.1042335932575286 0.06847844145545734 -0.10304675323783841 0.087872765778122489 -0.10125117158421044 0.10055814496617695 0.038026506243333466 -0.012075202545503998 0.041146650114724181 2.0830644125475057e-05 -0.088567247409934144 0.067341043360891889 -0.10448009599146478 0.023061445537582707 0.001797262475683174 0.095249549955109952 -0.1135081715312542 -0.043099881947425797 0.084669905524156389 -0.11241913565774819 0.014128267201190332 0.10102644328267454 -0.10551505510156414
leaf_weight=0.060579919013775352 0.20621324726380352 0.27228836622089136 0.16898144036531437 0.13482523337006558 0.17935683895962029 0.25075034238398053 0.21046408265829086 0.099724290892481804 0.38894466310739517 0.075136619168915786 0.077131286496296525 0.041218387062087913 0.093935528770089149 0.13350491822347976 2.7769371548467907 1.2751373014471017 232.69148581374702 1.2114967312663791 1.3019271449302321 0.37996187218141131 2.9057763556484124 1.1671328172669739 0.3871080391108993 0.84370449115522195 0.6517775718821216 0.55653309449553467 0.24725678528193384 0.25761399035400245 0.18815987557172775 0.22155692323576659
leaf_count=57 16 8 6 4 43 10 2 5 4 27 10 191 11 8 314 31 3431 12 32 179 35 39 4 47 29 7 10 16 8 37
internal_value=-1.59182e-06 0.0145406 0.0245828 0.00967267 -0.0224043 0.0253981 0.0164361 0.0369642 0.0162741 0.0369075 -0.0265562 0.0220054 0.0288762 -0.00581727 -0.000130202 5.46842e-06 -0.000210226 -0.0182914 0.0268009 -0.0632411 2.31783e-05 -0.000259033 -0.0146639 -0.0465824 0.010907 -0.00447273 0.012641 -0.0311892 -0.0489591 -0.0106622
internal_weight=249.457 2.18684 1.71946 1.44718 0.467377 1.27819 1.14337 0.892619 0.682155 0.582431 0.193486 0.11835 0.28802 0.194085 247.27 244.493 243.218 3.0996 1.8881 0.586175 240.118 237.212 4.52084 2.01084 2.51001 2.1229 1.47112 0.914588 0.656974 0.409717
internal_count=4633 386 267 259 119 253 249 239 237 232 228 201 76 65 4247 3933 3902 239 227 195 3663 3628 197 86 111 107 78 71 55 45
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 1 2 1 0 2 0 2 2 0 1 2 0 1 0 1 0 2 0 0 2 0 0 0 2
split_gain=0.0419384 0.822949 0.557757 0.527166 0.336849 2.38622 2.49889 0.332643 0.996243 0.524552 1.39283 1.19034 0.874799 0.883743 0.553228 0.698248 0.973529 1.27781 0.638498 0.703461 0.546052 0.57939 0.545036 0.455577 0.277344 0.356627 0.842167 0.642924 0.418135 2.68422
threshold=39.427119987250002 39.525197829750006 39.262923716450011 0.54191491270000014 39.032633164100012 0.52252926560000013 0.39078171310000004 38.751720283100006 0.40206880030000008 0.54695967185000016 38.621016321050007 0.54284302865000023 38.396531328800009 37.995872310650007 0.53998383280000006 0.37644082515000005 37.140760352250005 0.52769378160000013 0.36880632320000012 0.50386215985000016 0.39078171310000004 0.52290350590000012 37.572218886150004 0.52863686715000002 0.50291907430000016 37.041406607950009 0.47787491390000009 0.50101793360000013 0.50035927070000008 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 -6 -7 9 -9 10 11 14 13 22 15 18 20 -18 19 24 21 -17 -11 -22 25 27 -27 28 29 -1
right_child=1 -3 -4 -5 5 6 -8 8 -10 12 -12 -13 -14 -15 -16 16 17 -19 -20 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.022113925538619614 -0.10053720133243851 7.1601190807883512e-05 0.03834652852120643 -0.011593905636809537 -0.12331115753505464 0.11553368231924328 -0.051035011245903206 0.048012832332949222 -0.03018126370986586 -0.027440337314271208 -0.109024966261457 -0.079073627159159054 0.087191413379083177 -0.12836667229139267 0.050891611529281622 -0.0079610321015968991 -0.091997570631507375 0.0012123593672822305 0.065013384590672407 -0.079300054824988642 -0.10717235748796874 0.065997907808610326 0.059766455444227817 0.0013245620321099881 0.064602677375230219 -0.0076181669039545805 0.06708867316616432 -0.10049476796035739 0.039742834477009326 -0.17688700553587042
leaf_weight=3.573656719602587 1.3272128589451306 190.41279772411576 4.0090793475828823 1.3383482981880659 1.6685948939993966 1.5855674892663958 2.085039775876794 4.8826595620485014 2.4453989466564963 1.3226284855883248 1.257471494260243 1.8793379032576911 1.7010674046614438 0.46768239328412153 2.2281751492992035 2.1646115360781533 3.1319033345644129 2.7729571829549968 2.0122660635970524 0.92805782705545503 0.62157118442701165 2.0742288790643215 1.5643240420686195 1.025577808730304 0.89034900069236833 3.5053268965857569 2.6495118159800768 0.68437592685222615 1.9741480406373737 0.83645960111607554
leaf_count=202 34 3352 34 14 19 7 42 31 38 381 13 22 28 47 13 30 45 32 20 6 31 11 36 28 3 54 26 6 8 20
internal_value=-2.30142e-06 -0.000700841 0.00240864 -0.0558798 -0.000365668 -0.0241572 0.0209165 0.00236061 0.0219192 -0.00128956 -0.00573282 -0.00179118 0.0287763 -0.000844831 0.00288294 -0.00082556 -0.0195372 -0.0482256 0.0121112 0.00503413 0.00924321 0.0282299 0.0198135 -0.039618 0.0105795 0.00694211 0.0245414 -0.00838198 0.00149226 -0.0156303
internal_weight=249.02 193.078 55.942 2.66556 51.9329 5.3392 3.67061 46.5937 7.32806 39.2657 34.21 32.9525 5.0557 3.35463 31.0732 28.845 11.7908 5.90486 17.0542 15.0419 5.88599 4.23884 2.88695 1.64715 14.1138 13.2235 6.15484 7.06864 6.38426 4.41012
internal_count=4633 3400 1233 48 1199 68 49 1131 69 1062 570 557 492 464 535 522 177 77 345 325 100 41 417 59 319 316 80 236 230 222
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 0 1 1 2 2 2 2 1 1 0 1 0 0 0 0 1 0 1 1 2 1 0 0 1 2
split_gain=0.0459004 0.0844057 0.189348 0.235835 0.174073 0.079261 0.15017 0.118644 0.217618 0.0974031 0.0706365 0.0601618 0.039483 0.554809 1.40475 0.451202 0.38055 0.46053 0.36042 0.790487 0.337432 0.212314 0.324869 0.198761 0.753694 0.432281 0.323085 0.714598 0.549998 0.806445
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.5116313883000001 0.34007963835000005 0.51484985480000012 0.38906020780000011 0.40651477500000005 33.361153777850006 33.036871954450007 33.96174662340001 31.914316944300001 0.43349001525000008 0.42991227810000004 0.56300709560000006 0.42802610700000004 0.54504356155000011 0.5541600551000001 0.55348642255000013 0.55788748840000013 0.4289991317500001 0.55980359870000018 0.43643902880000007 0.42111014640000005 41.11191809080001 0.41997245590000004 0.53998383280000006 0.54353163080000011 0.41917906650000009 38.110427674550003
decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 -7 -8 9 -9 11 -1 13 15 -15 18 -14 -18 23 -20 -17 -19 -23 25 -25 26 -2 -28 29 -29
right_child=12 2 3 5 -6 6 7 8 -10 -11 -12 -13 16 14 -16 20 17 21 19 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.10264720448104317 0.00078739754767073928 0.10393873692098428 -0.10811794143782821 0.10127514008615041 -0.10437840254140601 -0.051911741719628937 0.066684797498937159 -0.10101588036876066 -0.10897756445332674 0.092885624597690272 0.083896556750175558 0.028024512432796828 0.073529030197443751 -0.12482267290671112 0.030400962005894594 0.090219688055855868 -0.044863505878619973 0.02631984319364471 -0.0019499767611683085 -0.11872493571590403 -0.00031327507062156129 -0.072097391863434293 0.0031163877727279619 -0.049506402325785723 0.019015447696494922 0.033294815765731803 -0.057982640322382463 0.040844685023088606 0.042556176035898986 -0.054087811021515823
leaf_weight=0.055233860157954395 189.29553321546189 0.25851692352443922 0.14905573707073916 0.12310030683875073 0.16671001531153706 0.24669485120102741 0.51200919073016848 0.031282405613865194 0.13227770078901813 0.15075363582582213 0.1173936459235847 0.097303487817953283 0.75148599171416464 1.1949702862548286 1.1384784306283107 0.96316738735185825 2.0006436938419965 3.9390334346680929 1.9819991726835717 0.81932233795669152 0.71903405414923327 0.58880433743979921 23.257105195852091 3.4136295712087295 3.0301106057995639 3.9542394857853642 3.0485921073559421 1.3796818517148497 2.1122348010540009 2.54637929659566
leaf_count=58 2510 8 6 4 43 10 9 160 62 8 13 5 71 48 8 15 24 33 34 67 36 15 1191 22 28 34 30 13 10 58
internal_value=7.06563e-06 0.0149441 0.0255571 0.0104937 -0.0240351 0.0252746 0.0165555 0.0369961 -0.011366 0.0595642 0.0255851 -0.0192918 -0.000116755 -0.000593418 -0.0490898 -6.27895e-05 0.00324857 0.0014754 -0.000472924 -0.036104 0.0515226 0.00481202 0.00125921 5.15714e-06 -0.0172846 0.000555778 -9.67896e-05 -0.0185159 0.00140987 -0.020727
internal_weight=248.175 2.04033 1.60369 1.34517 0.436641 1.19612 1.07302 0.826323 0.314314 0.182036 0.269931 0.152537 246.134 215.597 2.33345 213.264 30.5371 29.7856 211.582 2.80132 1.6822 27.7849 23.8459 208.78 6.44374 202.337 198.382 9.08689 6.0383 3.92606
internal_count=4633 386 267 259 119 253 249 239 230 168 76 63 4247 2913 56 2857 1334 1263 2806 101 51 1239 1206 2705 50 2655 2621 111 81 71
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 0 2 2 0 1 2 1 2 2 0 1 0 0 1 2 0 0 1 1 1 0 0 0 1
split_gain=0.0470771 1.01755 0.613899 1.78077 0.81378 0.675917 0.483803 0.49115 0.876291 1.54328 0.426319 0.942922 0.300462 0.448571 1.22638 0.279002 0.45125 0.755748 0.989634 0.621015 1.03798 0.306535 0.532431 0.3809 1.33842 0.622311 1.10422 0.59033 0.327299 0.275891
threshold=0.48458129995000004 0.48389269780000005 0.34494476210000008 0.34521421515000011 0.48847339900000003 41.444941515100005 0.49588335680000006 43.157831852650006 42.081757894750005 0.49194634890000005 0.35585760905000008 42.844429421150004 0.36880632320000012 38.474425342400004 43.118479346150004 0.50101793360000013 0.37227927305000003 0.50291907430000016 0.5132031975000001 0.38334181610000007 43.084051236300006 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.39019789825000006 0.5218855723000001 0.52252926560000013 0.52324780695000006 0.39394030120000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 11 -8 13 -12 -15 -14 -17 -18 19 20 -19 -20 -23 24 -24 -25 -27 -28 -29 -30
right_child=2 -3 3 4 6 -7 10 -9 -10 -11 12 -13 15 14 -16 16 17 18 21 -21 -22 22 23 25 -26 26 27 28 29 -31
leaf_value=-4.4243290376289199e-05 -0.048702631267464713 -0.064137526604406261 0.1304202223976145 0.065492111952558926 -0.054515700888138688 0.0054962759187697514 0.068884051410838185 0.017900136802607748 -0.069541183015473726 0.072717990472314087 -0.0029059544762968532 -0.019403074597040444 -0.046912036415460726 -0.11610907091407148 0.0062338637973519354 0.035734219997859404 0.10544372976177672 -0.13555756018529616 0.032351282874665585 0.017189645508555451 0.013488613693197963 -0.051888744481001774 -0.022832651071157603 -0.045683317035301957 0.065882121610494157 0.095792224259097683 -0.072599553567900169 0.035131263401610435 -0.0251836367879609 0.0012754222316320228
leaf_weight=98.918071599483028 2.4286078363656989 2.5406358968466511 1.0717018023133267 3.4616679110768009 2.2891412007156746 4.1041156240098644 2.7348666316829613 2.3555669206180028 3.6635932167991996 1.6336789890192447 8.0336660265456867 2.1692139357328415 1.1838628669211164 1.440201980993151 1.9006309661199337 3.8026527510955921 0.6837968064355654 1.4068975299596784 3.1471008780645198 0.80526909939362656 0.6995869087986647 1.8919927643291874 3.1918907642830154 2.893701610621064 3.6398773626424372 1.2233779025700631 1.102337093329196 2.7275545857983152 4.1555974283801325 76.254267961729965
leaf_count=1513 21 24 4 29 32 35 34 15 29 23 53 21 22 33 28 42 13 48 30 26 17 27 39 28 24 9 11 26 119 2258
internal_value=5.58644e-06 -0.00164921 0.00115478 0.00199759 0.00103241 0.0329469 -0.000755769 -0.0219878 -0.0343729 -0.00152856 0.000931743 0.0298322 -0.000247529 -0.0157121 -0.046507 0.00136907 0.00190016 0.000660942 -3.37496e-05 -0.0575038 -0.0860577 0.00163583 0.000640119 0.0016842 0.0244334 -7.47787e-05 0.00146948 9.96749e-05 0.00106361 -9.19871e-05
internal_weight=247.555 101.459 146.096 143.668 142.596 7.56578 135.03 9.94198 7.58641 3.92282 125.088 4.90408 120.184 11.3745 3.34083 108.81 107.626 103.823 103.139 2.91175 2.10648 100.228 97.0806 95.1886 6.83177 88.3568 85.4631 84.2398 83.1374 80.4099
internal_count=4633 1537 3096 3075 3071 64 3007 99 84 55 2908 55 2853 114 61 2739 2717 2675 2662 91 65 2571 2541 2514 63 2451 2423 2414 2403 2377
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 1 1 0 1 1 2 1 1 0 1 1 1 0 0 1 0 2 1 0 0 0 1 1 1
split_gain=0.0764559 0.137735 0.146616 0.0452084 0.0686538 0.153892 0.174252 0.0770931 0.075325 0.048676 0.125447 0.0393891 0.0918765 0.112836 0.0382493 0.345028 0.888245 0.677591 0.333818 0.317031 0.468173 0.552793 0.5834 0.645949 0.478928 0.228924 0.381513 0.630252 0.244952 0.198542
threshold=0.39587138110000003 0.30609861980000008 44.952171034750002 34.823977857500005 33.96174662340001 33.361153777850006 0.38906020780000011 0.38772791230000009 0.54191491270000014 0.40206880030000008 0.43121463430000007 33.036871954450007 0.38512319990000005 0.38045268105000002 0.47568935060000012 0.34521421515000011 0.35696536035000009 0.3447052483500001 0.45995628875000011 0.47721625100000004 0.34479506600000004 0.47709649410000005 42.720329370750001 0.34494476210000008 0.47697673720000006 0.47787491390000009 0.47811442770000007 0.34446573455000007 0.34536391125000004 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 11 -6 -9 -8 -11 12 13 -2 15 17 -17 -5 -18 20 -16 22 24 -24 -22 28 -27 -28 -21 -19
right_child=3 -3 -4 14 7 -7 9 8 -10 10 -12 -13 -14 -15 19 16 18 29 -20 25 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10229475641569941 -0.054751830335886265 -0.11117620140272531 0.072088424607472779 0.0018907330197254456 0.068229682013271079 -0.07906017618817078 0.1036037392859899 -0.035094575107067379 0.051715486167100123 -0.10302579325621056 0.079272777888165794 0.01687588244461332 -0.10924287297754515 0.10086074625318671 -0.067379905646680047 -0.11262457557210966 -0.069390371415296873 0.082773938291088256 0.044529441922763861 0.0033584983157948995 -0.0074765696227418917 -0.051522185433478446 0.040297040494916135 -0.11110241123373076 0.06446652113408774 -0.043349979638680342 -0.065163072468712169 0.00048712367467699353 0.034175908343027694 0.010177410319775999
leaf_weight=0.075118636970954777 0.13418676856394884 0.17158767019861898 0.13461378344800323 15.285287616636202 0.40674779401160766 0.20469285262970516 0.18991609662771225 0.20899002626538277 0.1915813814230205 0.050660247306950623 0.14809918905984887 0.17389790683955653 0.12570182047784328 0.071386091411113739 1.6365280405443607 0.85841152862849357 0.34039500028302416 1.4676967505365599 1.0527363945730028 7.3407887089997512 1.7834296184591949 2.0480002034455538 0.46751261875033356 0.70943887438625097 1.923118133097887 2.0497374050319186 1.4730236437171687 201.24793379968287 3.9763229936361313 0.50680502087197954
leaf_count=130 53 50 8 305 26 37 2 6 39 14 157 9 3 3 17 56 102 6 19 40 34 17 6 46 13 20 17 3268 34 96
internal_value=1.24848e-05 -0.0447304 0.00963062 8.18194e-05 0.0154236 -0.000846921 0.0170641 0.0375633 0.00642409 0.0674005 0.0328081 -0.0216644 -0.0418956 -0.00071467 -3.79316e-05 0.00420908 -0.032609 0.00901201 0.0166945 -0.000406784 -0.0192722 -0.00791396 0.0103741 -0.050963 0.0298506 0.000341242 -0.000423939 1.00921e-05 0.0141863 0.0641402
internal_weight=246.454 0.38132 0.209732 246.073 1.90586 1.09854 0.893848 0.807319 0.400571 0.388676 0.198759 0.505173 0.331275 0.205573 244.167 19.5113 2.25154 17.2598 1.39313 224.656 8.56803 6.9315 4.8835 1.17695 3.70655 216.088 204.771 202.721 11.3171 1.9745
internal_count=4633 188 138 4445 349 278 241 71 45 173 171 68 59 56 4096 584 177 407 121 3512 133 116 99 52 47 3379 3305 3285 74 102
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 2 0 0 0 1 0 1 2 1 1 0 0 2 0 2 2 2 0 2 2 2 0 0
split_gain=0.0432366 0.640325 0.499576 0.3835 0.255606 0.23976 0.438958 0.434091 0.377478 0.552733 0.40578 0.375354 0.351989 0.290068 0.465502 0.486381 0.60844 0.395503 0.392969 1.04334 0.854774 0.468262 0.287096 0.537478 0.961539 0.263329 0.207556 0.221778 0.191268 0.867444
threshold=39.427119987250002 39.525197829750006 39.262923716450011 0.54191491270000014 0.45798030000000006 0.46280051495000007 38.911218973650008 39.032633164100012 0.48911709230000006 0.47787491390000009 0.49688632075000011 0.39048232090000007 0.49820364660000011 0.42111014640000005 38.396531328800009 0.42307116555000007 0.44765126795000004 0.54413041525000005 0.54088200950000009 38.751720283100006 0.54585192060000021 38.396531328800009 38.110427674550003 37.140760352250005 0.52252926560000013 37.345948426100009 35.771221912400001 35.476804824450006 0.52290350590000012 0.52401125715000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 26 7 25 8 9 -6 -10 -9 -12 18 15 -15 17 -17 19 21 -20 22 23 28 -25 -7 27 -1 -14 -30
right_child=1 -3 -4 -5 5 6 -8 11 10 -11 12 -13 13 14 -16 16 -18 -19 20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.048990648769906595 -0.086982499066544275 -7.1740911011586826e-06 0.036880818287921009 -0.011418602918553579 -5.6892713718711935e-05 0.03157051813065833 0.094436373916622823 -0.0021005615593983127 -0.058677951295029764 0.052991658784924761 0.050238618905290112 -0.058927867553053785 -0.0073173691395193351 0.060770106242285162 0.047439062046311535 0.0065792080322312806 0.018612304546680624 -0.11910067825647273 -0.096369090872470822 0.053939454431362083 0.0081076939188117533 -0.054959273265826294 0.026224212344261824 0.00080323834122607686 -0.10169767107768223 -0.10941373967390121 -0.11082886890768449 0.10030966793163941 0.076174609365664239 -0.024133905762987837
leaf_weight=0.42097869875578808 1.3423354811966413 188.69429406948746 3.9212451092025722 1.3442280244489664 4.6586807048079191 0.33935264393926334 0.72959738144709263 2.4229421098716548 1.205808205762877 3.3958159270841861 1.3579121679067601 2.2340170808311086 9.1266746616456818 0.77962645888328497 2.855562889482826 0.35847113421186827 1.2554041785762136 0.83047431207921818 1.4330833534477272 2.9491458516567937 1.7265321171471439 2.0515994897577903 2.5966580470558247 2.1490868315158873 1.5939945707214063 0.21732573214831064 0.36619003806845285 0.13028610753826797 1.5447032824158662 1.9509809678420422
leaf_count=105 34 3352 34 14 53 242 27 19 27 27 9 29 84 4 26 9 61 104 17 16 31 28 17 18 32 61 91 3 5 54
internal_value=1.07889e-05 -0.000697367 0.00249288 -0.0491739 -0.00016776 0.000796514 0.0434088 -0.000334145 0.00275072 0.0223086 -0.00165376 -0.0293615 0.000335837 -0.00170511 0.0180372 -0.00800491 -0.0299407 -0.0812078 -0.00613037 -0.00175956 -0.0392791 -0.00957658 -0.00466641 -0.00956773 -0.0428469 -0.0234694 -0.0524707 -0.013705 0.000300984 0.0201913
internal_weight=245.983 191.381 54.6022 2.68656 50.6809 49.7635 1.28628 48.4772 43.8202 8.0545 35.7657 4.65696 34.5599 33.202 6.07954 3.22398 2.44435 1.18895 27.1225 23.9628 3.15962 21.0137 18.9621 16.3654 3.74308 0.556678 0.917455 0.551265 12.6224 3.49568
internal_count=4633 3400 1233 48 1199 1000 330 670 622 80 542 48 515 506 204 178 174 113 302 254 48 238 210 193 50 303 199 108 143 59
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 0 1 1 2 2 0 0 0 1 1 1 1 2 0 1 1 0 2 2 1 0 0 1 2 1
split_gain=0.0479267 0.0747887 0.166752 0.157984 0.213669 0.0642094 0.122329 0.104739 0.190084 0.0807889 0.0574881 0.0365393 0.578563 0.575525 0.844815 0.522817 0.466633 0.431722 0.398751 0.294807 0.40383 1.10543 2.10403 1.35299 1.10496 0.247411 0.383266 1.08053 1.07488 0.542795
threshold=34.823977857500005 0.49405706415000006 0.34007963835000005 0.36551300860000008 0.5116313883000001 0.51484985480000012 0.38906020780000011 0.40651477500000005 33.361153777850006 33.036871954450007 0.42314601355000009 0.48077901860000011 0.48032993025000009 0.35331277505000008 0.3459626957000001 0.34566330350000002 0.34458549145000011 42.154118731400011 0.47396784530000008 0.34494476210000008 0.34566330350000002 0.48588365620000007 42.876019054300009 40.858951393400005 0.34569324270000007 0.48104847160000008 0.48271009850000007 0.34587287805000005 41.741384785950011 0.34584293880000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 -5 -6 -7 -8 9 -9 -1 12 13 14 15 -2 -13 -16 -15 -18 21 22 23 -21 -22 -26 27 28 -27 -28
right_child=11 3 -4 4 5 6 7 8 -10 -11 -12 16 -14 18 17 -17 19 -19 -20 20 24 -23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.045768080794133248 -0.0026063396897178653 0.10334514075479172 -0.10416377319988566 -0.10720099310296449 0.10106246993571118 -0.046153780650653606 0.066131304263368704 -0.10082601097727283 -0.10711294621010779 0.0906538613725658 0.059496272571302911 0.049655569755263439 -0.053148787463354746 -0.0087055682203940402 -0.010310146097536721 0.032884616072505757 -0.022560725139923177 -0.085357528152979631 0.063751955962811468 0.018170419042456736 -0.074141773884680684 0.065278347462391514 0.05900247547603759 -0.064028527157941606 -0.048231500443411575 -0.0078407307625396935 -0.045273244946010871 -0.013484205072627299 0.11443353730124209 0.00036609257908715696
leaf_weight=0.073661028093055303 54.992543708347853 0.22635476104915131 0.15336683309294585 0.13311880570836354 0.10568430460989453 0.22283937362954021 0.48553051591443364 0.026295833845836114 0.11815633052503927 0.13597516329900827 0.17547310271766037 1.9221154410624866 2.1479674242436877 1.1401293689705192 1.3405208587937516 4.4894866219256064 5.5516068264842025 1.7902217879891393 2.275106942281127 3.5743145421147329 2.0227469876408568 3.5416344236582509 4.2420744970440856 4.5534519553184509 1.0446461252868164 1.1618623957037919 2.6554204970598212 3.5254872927907854 1.885851129889488 139.72409725129273
leaf_count=59 906 8 43 6 4 10 9 160 62 8 17 12 18 123 39 49 32 32 20 19 19 30 24 37 6 5 14 19 60 2783
internal_value=1.29601e-05 0.0160195 -0.0221281 0.02658 0.0124254 0.0269752 0.0190567 0.0380283 -0.0106291 0.0596248 0.028373 -0.000109034 -0.00207359 -0.000412053 -0.00259251 7.23882e-05 0.000654543 -0.0532238 0.039563 0.000111634 0.000861153 0.0160187 0.00191505 -0.0278802 -0.000725339 0.000264698 0.000604815 0.0242129 0.0678196 -0.000485095
internal_weight=245.438 1.85646 0.402501 1.45396 1.2276 1.09448 0.988797 0.765958 0.280427 0.162271 0.249134 243.581 68.176 66.028 62.6128 59.482 175.405 3.13074 3.41524 173.483 167.932 15.9115 12.3698 8.12777 152.02 149.997 148.953 6.5732 3.04771 142.38
internal_count=4633 386 119 267 259 253 249 239 230 168 76 4247 1187 1169 1026 955 3060 71 143 3048 3016 110 80 56 2906 2887 2881 84 65 2797
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 0 1 1 0 1 2 2 2 0 1 1 2 1 1 1 1 0 0 1 1 1 0 2 2 0
split_gain=0.041361 0.0650664 0.149656 0.145156 0.189458 0.0598386 0.103589 0.0940851 0.143269 0.0944769 0.195638 0.0574002 0.0532235 0.0357089 0.332856 0.190573 0.177038 0.0791835 0.175764 0.149915 0.0692509 1.10817 0.566909 0.30404 0.519043 0.228558 0.240553 0.311529 0.387147 0.308425
threshold=34.823977857500005 0.49405706415000006 0.34007963835000005 0.36551300860000008 0.5116313883000001 0.51484985480000012 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.40651477500000005 33.361153777850006 33.96174662340001 31.914316944300001 0.63528038085000016 0.49585341755000006 0.4985778869000001 48.109449608500007 0.51869704500000013 0.52366695605000013 0.58454836680000011 0.45824975300000009 0.56065686655000013 0.56300709560000006 0.46097422230000007 0.46280051495000007 0.46551001470000003 0.60710757165000018 44.749265482150008 40.767054867700004 0.59930840395000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 -6 -7 -8 -9 -10 -11 12 -1 20 -15 -16 -17 -18 -19 -20 -2 -22 -23 -24 -25 -26 29 28 -28 -27
right_child=13 3 -4 4 5 6 7 8 9 10 -12 -13 -14 14 15 16 17 18 19 -21 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=-0.10234121192163557 -0.00028759282522888358 0.10302500894164646 -0.10375988084852408 -0.10647691902711742 0.10096064180508885 -0.042183627630450353 0.10306465112000918 -0.10377849137930194 0.083369491161025266 0.073888580795325565 -0.10644241299310722 0.083460359258433911 0.028425902604612193 -0.10981871922964011 0.096335043524129152 -0.10611740574793052 -0.028619437477856433 0.10771614378866212 0.036705524029037255 -0.10589975631321924 -0.14656004631223268 0.0906527536067184 0.051551540785997364 -0.11673087661859949 0.10215168165975591 -0.0061576769098071176 0.047793960005914161 0.07348911871518736 -0.10431885047895262 -0.11625836930706655
leaf_weight=0.046704763378783265 234.45106885052621 0.20541827287524927 0.1392847042163794 0.12122813146561373 0.095718653872608916 0.21961073577404022 0.16314034163951874 0.083836833946406841 0.23386742536968086 0.13653279701202337 0.10755144212362211 0.10189412254840136 0.093303955480223522 0.29982459775419457 0.20249318261630822 0.16096687960725808 0.35283346084179357 0.19549916684627533 0.21535319462418556 0.11208715286920778 0.42672023930936021 0.96280457719694812 1.2426600269682238 0.37642143337143341 0.23291564593091596 2.1213870838419107 0.38576247303171818 0.81323468690970913 0.29547726381861139 0.28910452707350476
leaf_count=58 3328 8 43 6 4 10 2 5 4 166 62 13 5 29 3 216 12 1 20 39 12 8 17 82 4 172 64 43 123 74
internal_value=2.14664e-05 0.0153485 -0.0211854 0.0255367 0.0118322 0.0256196 0.0179846 0.036212 0.0167984 0.0379486 -0.00557111 0.02636 -0.015196 -8.87311e-05 -0.0152726 0.00760226 -0.00972878 0.00798742 0.0326865 -0.0121101 7.99509e-06 0.00970519 0.0196284 0.00775014 -0.00430714 0.00592 0.000180163 0.0317016 -0.0181826 -0.0193627
internal_weight=244.885 1.74809 0.381188 1.3669 1.16149 1.04026 0.94454 0.724929 0.561788 0.477952 0.244084 0.241903 0.140009 243.137 1.53906 1.23923 1.03674 0.875773 0.52294 0.32744 241.598 7.14649 6.71977 5.75696 4.5143 4.13788 3.90497 1.49447 0.68124 2.41049
internal_count=4633 386 119 267 259 253 249 239 237 232 228 76 63 4247 320 291 288 72 60 59 3927 599 587 579 562 480 476 230 187 246
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 2 2 2 1 0 0 2 1 2 2 1 1 2 2 2 0 2 0 2 2 0 2 2 2
split_gain=0.0377816 0.34681 0.131544 0.0806968 0.206156 0.140426 0.256642 0.120536 0.204446 0.080421 0.980573 0.454868 0.330294 0.215545 0.249503 0.303327 0.138247 0.552637 0.310056 0.180413 0.0972263 0.0774926 0.63524 0.722126 0.553246 0.639928 0.549904 0.68037 0.512658 0.256412
threshold=0.48616807880000007 0.61400856260000014 0.58454836680000011 0.63013083440000017 0.49585341755000006 0.4985778869000001 48.109449608500007 45.044778924400006 37.500638522700008 0.45824975300000009 0.56065686655000013 0.56300709560000006 38.911218973650008 0.4529056016000001 37.817254840650008 48.553014326500012 0.46097422230000007 0.46280051495000007 39.117456157700005 47.74983977685001 41.909642283050012 0.56579144335000009 42.546237522150008 0.56685428580000019 40.94178426300001 40.806664626150003 0.56065686655000013 40.858951393400005 43.276780833950006 39.427119987250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 7 -5 -6 -7 8 -3 13 -11 -12 -13 21 -15 -16 -14 -18 -19 20 -20 26 23 -23 25 29 -1 -28 -24 -25
right_child=1 2 -4 4 5 6 -8 -9 -10 10 11 12 16 14 15 -17 17 18 19 -21 -22 22 28 24 -26 -27 27 -29 -30 -31
leaf_value=0.00040934947882962573 -0.10287791704128212 0.0694514798823887 -0.10512202929202773 -0.11121949995617815 0.087186650075900346 -0.10637222439927883 0.02068814526534276 0.075336079329852687 -0.10218986701896558 -0.14186986872699797 0.087216505969118605 -0.10765235626181487 0.04398545700525941 0.0088137081330004804 -0.10682008710335643 -0.00089582415844434568 -0.11531848043606666 0.099309407623196955 0.016674997472037493 0.060383965026647814 -0.028412198683719653 0.11074458415413718 -0.080213818202576156 -0.035963103131314206 -0.034991726816701672 0.10749227242802227 -0.078232651136659392 0.004443985828579404 0.0024075132672191578 0.028235086291788565
leaf_weight=220.07053444940277 0.36067692524738904 0.14679651936512561 0.10601302472139185 0.16046436315502877 0.1946817780844865 0.2011678109520858 0.75778523253393359 0.37155517603969201 0.1316158265908598 0.38887825901474471 0.90580451861023892 0.22787718768017828 1.2487885454320347 0.81257206401278281 0.66792398005782139 0.45417572601581924 0.34221868007443879 0.41289599845185909 0.87025112050469067 0.480222345329821 1.0618473538197575 0.87589208234567006 1.1838643318042161 0.82103153450214028 1.687263677944429 0.901232250034809 2.000136909395223 1.9813882639864457 2.0539950546590262 2.5683139871107414
leaf_count=3149 197 17 115 13 4 250 38 18 98 11 7 107 19 20 58 12 72 9 52 16 38 5 22 72 26 13 32 25 81 37
internal_value=1.89433e-05 -0.0123861 0.00338056 0.00923713 -0.00501835 0.00975365 -0.0059664 0.0380587 -0.0116897 0.000143537 0.0116367 0.0223928 0.00974937 -0.000145586 -0.0333869 -0.0639467 0.0158073 0.00469783 0.0192354 0.00552984 -0.00810413 0.000129079 0.0087011 0.0259458 0.0135208 0.0325982 -0.000257016 -0.037089 -0.0278015 0.0126838
internal_weight=244.448 2.43076 2.07008 1.96407 1.3141 1.15363 0.958953 0.649968 0.278412 242.017 5.93878 5.54991 4.6441 236.078 1.93467 1.1221 4.41622 3.16744 2.82522 2.41232 1.9321 234.144 10.0916 6.85373 5.97784 4.29058 224.052 3.98153 3.23786 3.38935
internal_count=4633 750 553 438 305 292 288 133 115 3883 331 320 313 3552 90 70 206 187 115 106 90 3462 256 153 148 122 3206 57 103 109
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 0 1 1 0 2 1 1 1 0 2 2 1 0 2 0 0 2 0 0 1 0 1 1 2 0
split_gain=0.0370301 0.057968 0.134418 0.131788 0.169701 0.0547491 0.0902884 0.0853347 0.128666 0.0907063 0.181903 0.0544173 0.0875852 0.0471502 0.0363567 0.173207 0.339245 0.445471 0.209496 0.0686077 0.0772328 0.160624 0.140855 0.0584599 0.403616 0.168782 0.22335 0.209507 0.160503 0.165381
threshold=34.823977857500005 0.49405706415000006 0.34007963835000005 0.36551300860000008 0.5116313883000001 0.51484985480000012 0.38906020780000011 0.39346127360000005 0.5380527529500001 34.214889417600013 0.43121463430000007 0.33894194785000004 0.31100865245000009 0.44825005235000009 49.292797572200008 49.064150740050003 0.31118828780000007 0.39614083410000006 44.952171034750002 0.66718062335000017 0.58035687555000015 52.834037000700008 0.57927906350000014 0.61311038590000011 0.45824975300000009 0.66505493850000008 0.57854555250000017 0.58454836680000011 48.823707093150006 0.66011496660000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 -6 -7 -8 -9 10 -10 12 -1 -14 15 16 17 18 -2 20 22 -22 -16 -18 -25 28 -27 -28 29 -26
right_child=14 3 -4 4 5 6 7 8 9 -11 -12 -13 13 -15 19 -17 23 -19 -20 -21 21 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.10094940482921202 -0.10224309766782054 0.10273454035595492 -0.10339717795637345 -0.10583145903071232 0.10086828135159194 -0.038490537926973337 0.10276398807586794 -0.10340984679582842 -0.10654643472837616 0.083846196311206544 0.071767998204808156 0.10044380059051601 -0.10247509779624074 0.036083145326334318 -0.019157603818692453 0.037082993813693503 0.00024228449914358627 -0.11537860054647427 0.081217464008870033 0.044077113194677914 -0.10448785493476481 0.040786669699126421 0.054329062325765731 -0.11651431430798445 -0.0069341361383837043 -0.12185921601417167 0.089258088796791882 -0.10501475226032497 0.10678633018945252 0.098022545417813689
leaf_weight=0.051805952563880875 0.084771059460307607 0.1862947680056094 0.12649956900543202 0.11036914424039401 0.086649933829903603 0.21699203131720424 0.14796650037169456 0.07614543242380023 0.10161800149217015 0.2159707049431745 0.13090844530668733 0.067453434458002448 0.074108413963358544 0.036732620559632778 1.8850884282676363 1.2561749203305215 234.91195828941682 0.56448782456573099 0.23421297396998852 0.20537023522774678 0.24453310939861683 0.11050054764200468 0.30271411687135685 0.33930089746354442 1.2789301306693235 0.23086413887540391 0.1479511265642941 0.08884449425204366 0.17494837939739216 0.17009660333860654
leaf_count=2 132 8 43 6 4 10 2 5 19 30 183 11 61 2 147 31 3264 56 13 40 87 22 18 13 262 83 6 65 1 7
internal_value=1.75162e-05 0.0150417 -0.020593 0.0250246 0.0117017 0.0249893 0.0175985 0.0356935 0.0167774 0.0371827 -0.00615843 0.0249292 -0.00638843 -0.056557 -8.35536e-05 4.76862e-05 -0.000147602 -0.0619996 0.0324622 -0.01152 -0.0160102 -0.0592727 -0.00898966 8.26322e-05 -0.0153453 0.00106618 -0.0518691 0.0163679 0.0163101 0.00538639
internal_weight=243.86 1.62951 0.3566 1.27291 1.08662 0.976251 0.889601 0.672609 0.524643 0.448497 0.232526 0.2301 0.162647 0.110841 242.231 239.483 238.226 0.883472 0.318984 2.74821 2.54284 0.355034 2.1878 237.343 2.43094 2.09163 0.46766 0.236796 1.62398 1.44903
internal_count=4633 386 119 267 259 253 249 239 237 232 202 76 65 63 4247 3933 3902 201 145 314 274 109 165 3701 437 424 154 71 270 269
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 1 1 1 0 1 0 0 2 1 2 2 1 2 1 2 2 2 1 2 2 0 1 1
split_gain=0.0378212 0.310684 0.109431 0.0777543 0.204588 0.176504 0.122052 0.179581 0.101822 0.100769 0.162409 0.0670033 0.84636 0.396851 0.293508 0.169667 0.209667 0.312149 0.113275 0.372069 0.427893 0.284874 0.232081 0.105229 0.0725596 0.347945 0.592011 0.407342 0.285932 0.284708
threshold=0.48616807880000007 0.61400856260000014 0.68131193680000013 0.63013083440000017 0.50634711535000021 0.64803449000000013 50.427417695700008 0.51869704500000013 0.5225142959500001 0.58454836680000011 0.67668632675000018 0.45824975300000009 0.56065686655000013 0.56300709560000006 38.911218973650008 0.4529056016000001 37.817254840650008 48.553014326500012 0.46097422230000007 39.117456157700005 0.4690129038000001 44.749265482150008 40.986363433950011 41.909642283050012 0.44618424600000006 39.476991512000005 41.976795488650005 0.56974342085000018 0.45107930900000009 0.43967246490000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 4 -3 -5 7 -7 -9 10 -10 15 -13 -14 -15 24 -17 -18 -16 -20 22 23 -21 -22 29 -26 -27 -28 -29 -1
right_child=1 2 -4 5 -6 6 -8 8 9 -11 -12 12 13 14 18 16 17 -19 19 20 21 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.00013266109383303616 -0.10261433298821698 0.061659386984037938 -0.101274986199137 -0.1049971743264468 -0.10060243033645133 -0.046794963839736831 0.092370845721249428 0.10560557117946297 -0.1011173639773654 -0.10566522136448081 0.10340060635104907 -0.13651454428810939 0.0832571716782637 -0.10690009150015534 0.040203036942555698 0.007920077898065047 -0.10620051991615498 0.0046146685338326254 0.09638878165349278 0.037927149454689925 0.014025049873529772 0.067003826902493138 -0.11646450586050908 -0.040145062006647435 0.037105040008881221 -0.038124174674542349 0.047061245257901188 -0.059949120369318244 0.026205984129148277 -0.032994871714074551
leaf_weight=221.26131159797552 0.3293562615563127 0.51656325919611834 0.096298570589738008 0.15837993564832675 0.091463105381080823 0.48390612723983373 0.14816723946569255 0.15965513827541145 0.055982681017496816 0.063312009488981857 0.12671385155420012 0.3650184764774157 0.85635874792933453 0.208418352883882 1.2333126235171219 0.81048370671305647 0.60782642909907714 0.43690710500231944 0.38381773972651023 0.12309946594177779 0.72938629359123319 0.65449654246913258 0.46568379865493625 0.70543043222278357 2.971450206735879 2.9059357675723732 2.4063064372312515 0.80559209662897024 0.73820119252195582 2.6250845790792701
leaf_count=3265 197 36 179 85 97 36 5 6 81 20 8 11 7 107 19 20 58 12 10 8 34 22 86 27 33 40 19 36 7 62
internal_value=1.42673e-05 -0.0129497 0.00258966 0.00813358 0.037251 -0.00666776 0.00833932 -0.00565701 0.0434154 0.00305514 0.0407313 0.000134067 0.0108233 0.020857 0.00899178 -0.000125712 -0.0302478 -0.0598577 0.0146152 0.00430868 -0.008888 0.0123313 -0.0841852 -0.0126078 0.000113397 0.00852343 -0.00386402 0.0213398 -0.018752 -0.000255762
internal_weight=243.524 2.2298 1.90044 1.80414 0.608026 1.19612 1.03774 0.88957 0.405664 0.246009 0.182697 241.294 5.72502 5.36 4.50365 235.569 1.85522 1.04473 4.29523 3.06191 2.6781 2.08931 0.588783 1.43482 233.714 9.82749 6.85604 3.9501 1.54379 223.886
internal_count=4633 750 553 374 133 241 156 151 115 109 89 3883 331 320 313 3552 90 70 206 187 177 83 94 61 3462 135 102 62 43 3327
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 0 2 1 0 1 0 0 1 1 1 1 2 2 1 2 1 0 0 1 0 2 1 2 1
split_gain=0.0363131 0.565444 0.339762 0.424901 2.30366 0.699809 0.839052 0.570399 1.3051 0.283711 0.319773 0.964777 0.465267 0.357717 0.31405 1.01905 0.512413 0.331924 2.45979 1.02779 0.551136 0.48596 1.45519 0.44994 1.88234 0.433752 0.4264 0.753515 0.55598 0.406171
threshold=0.50291907430000016 0.35585760905000008 0.3584174126500001 0.36551300860000008 0.36880632320000012 0.37227927305000003 0.5132031975000001 46.645430295100006 0.38334181610000007 0.50101793360000013 0.36618664115000005 0.49820364660000011 0.4995209724000001 0.37644082515000005 0.35585760905000008 0.35799826355000003 0.35986946500000005 43.067541470150012 43.157831852650006 0.3475943834000001 42.982930821650008 0.34560342505000002 0.48032993025000009 0.48001556840000009 0.34518427590000006 0.49588335680000006 43.968221017800005 0.3447052483500001 48.823707093150006 0.31100865245000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 -5 -6 7 8 -7 10 12 13 14 -12 17 -16 -17 20 -19 21 25 23 -23 24 26 -1 27 -20 -28 -30
right_child=1 2 3 4 5 6 -8 -9 -10 -11 11 -13 -14 -15 15 16 -18 18 19 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00090942638420033514 0.096903156736669438 -0.067906215896302843 0.042483308923030982 -0.19079621660255908 0.045053990165517616 -0.12986210850225594 0.0014652174630772105 0.031394226934942579 0.039713184656681173 -0.037254413009728281 0.07066063419332512 -0.12683656599987475 0.040158807055506743 -0.032195720678738368 -0.096912152314777789 0.071577716641036113 -0.013465953496731263 -0.14764619681846416 0.025410934240571795 0.078106734739451344 0.048966294679280944 0.015122932050397046 -0.089382599592828516 0.025349532994749763 -0.1484631160474493 0.047575195254277475 0.039399592745730579 -0.12098532686647306 0.01330827001753121 -0.047000113794991874
leaf_weight=90.61723960201391 0.61607706500217219 0.71441517909988661 2.4463199675083152 0.62690391071373497 3.5587881850078693 1.5011078376555813 97.771297724942968 0.60386241906962812 0.65055036461853877 2.1343791136168866 0.59087839095809547 0.78845809551421542 2.84061399498023 0.7904599925968796 1.4119648909073683 0.79865701371454623 6.2757813524949597 1.2313271042235125 0.69251718824125841 1.4783279374241818 2.5605131438678645 2.82402783143334 2.5226502232253551 5.0355661279172628 0.91001086286269206 2.0365578765049568 3.7066112435311407 0.71416056901216507 2.5823521455749869 1.9676663957361595
leaf_count=1114 18 6 15 23 41 54 2571 15 22 34 12 20 19 42 31 23 157 52 57 6 28 36 15 22 16 17 96 16 28 27
internal_value=1.18044e-05 0.00137298 0.000827394 0.00128563 0.000323162 0.00147427 -6.8515e-05 -0.0544884 -0.0785913 -0.00108605 -0.000502884 -0.0385764 0.000131583 0.0118019 -0.000761135 -0.0193462 -0.00386509 0.000565591 -0.0100333 -0.00248019 0.00319992 -0.00816526 -0.0341845 0.000747384 -0.0109694 0.00193515 0.00197858 -0.0489134 0.010649 -0.0127722
internal_weight=243 108.489 107.873 107.159 104.713 104.086 100.527 2.75552 2.15166 134.511 132.376 2.1698 130.207 1.38134 127.366 8.4864 7.07444 118.88 23.6652 22.4339 95.2143 20.9556 5.34668 15.6089 10.5733 92.6538 9.66331 1.40668 8.25663 4.55002
internal_count=4633 2765 2747 2741 2726 2703 2662 91 76 1868 1834 74 1760 54 1741 211 180 1530 371 319 1159 313 51 262 240 1131 224 73 151 55
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 2 1 0 2 2 1 2 1 1 1 0 0 0 1 2 2 2 2 0 0 2 2 0 0 1
split_gain=0.0454473 0.688148 0.431189 0.131952 0.10176 0.252517 0.0617416 0.482514 0.116156 0.548447 0.539543 0.350657 0.0791851 0.282711 0.117474 0.144379 1.1147 0.894464 0.767555 0.400689 1.17122 0.557329 0.956975 0.778112 0.676295 0.419092 0.341783 0.32222 1.41953 0.384758
threshold=0.39672464895000009 48.823707093150006 0.31118828780000007 0.3733870243500001 0.41160444300000004 49.292797572200008 0.33894194785000004 0.45995628875000011 41.909642283050012 48.823707093150006 0.32012514595000008 35.771221912400001 0.34377713240000007 0.34422622080000004 0.34458549145000011 0.47938684470000009 0.47905751325000007 0.47943175355000006 0.3447052483500001 42.759119507950011 43.321682097200004 39.896141435400004 38.983591653800012 0.47880302985000006 0.47787491390000009 41.257948413050009 40.806664626150003 0.47787491390000009 0.47774018740000007 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 8 10 -10 11 -6 -8 -14 -15 16 18 -17 -16 21 -21 22 -20 24 26 -26 -23 28 29 -22
right_child=4 -3 -4 -5 6 -7 12 -9 9 -11 -12 -13 13 14 15 17 -18 -19 19 20 27 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.010703152335121435 0.052611171055853889 -0.060008975853758299 0.0627248443530527 -0.1040625439407801 0.027102679100690377 -0.010050050212681873 0.012200295271369095 -0.12004092230888506 -0.10723221415788153 0.027052401030739526 0.047807805649787205 -0.1242103352650753 -0.042688442480452976 0.014524192719670932 -0.08721867899460134 0.10502999931813546 -0.10307386990859342 0.0004369731738188404 0.068948115508893057 -0.11076531820367863 0.011967338245255921 0.057369880899571485 -0.063269674574133933 0.072171148901956569 -0.05018537934785007 0.0043120754054743306 0.01132646231154831 -0.048657833620100711 0.10983108563329479 -0.054077091873561911
leaf_weight=0.17339580017141942 1.233054459182312 1.534965695813298 1.2311847226050643 0.23727065865341501 0.25761778093874488 1.3442249130457637 5.3330169199462025 0.37721175563638087 0.49280081634060457 0.79448389448225498 1.4375133555440696 0.37769486240722472 1.5500286640599359 5.5573180796532133 1.0430552384277678 0.82125642895698447 1.1473766481503833 185.2325079468433 0.70655856808219342 1.2073874852503639 1.756366550922394 1.8555092685128389 2.4304916896580835 1.9322310369461764 2.8891749503090969 2.7582483714795671 12.294077608094083 1.2008693031966684 1.0797756314277647 1.7720830118050797
leaf_count=16 46 30 49 135 7 9 53 36 57 6 35 48 17 35 11 22 12 3406 78 83 13 74 22 7 31 30 140 11 5 109
internal_value=8.16925e-06 -0.0118738 0.0331277 -0.055605 0.000166184 0.0199291 -4.93622e-05 -0.0128004 -0.000761445 -0.0243547 0.0138906 -0.0628533 0.000155546 -0.000127135 0.000165181 -0.000197326 -0.00618184 0.000898655 -0.00280541 -4.38013e-05 -0.0211481 0.00591117 -0.0334902 0.0115996 0.00568764 -0.0235684 0.0173644 -0.00252171 0.00950103 -0.021202
internal_weight=242.059 3.17682 1.64185 0.410666 238.882 2.57728 236.305 3.73732 3.36011 1.28728 2.07283 0.635313 232.567 227.234 225.684 220.127 34.0732 186.054 32.9258 31.8828 7.01648 24.8663 3.13705 21.7292 19.797 5.64742 14.1496 5.80909 4.60823 3.52845
internal_count=4633 230 200 151 4403 55 4348 189 153 63 90 55 4159 4106 4089 4054 626 3428 614 603 221 382 100 282 275 61 214 138 127 122
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 2 1 0 2 2 1 2 1 1 2 1 0 0 0 1 2 2 2 2 0 0 0 1 1 0
split_gain=0.0375469 0.562509 0.361409 0.123293 0.0832465 0.209007 0.0533045 0.431804 0.0984329 0.491306 0.455258 0.315462 0.0643098 0.226713 0.10611 0.0960199 0.117981 0.924772 0.806475 0.61641 0.335109 1.06662 0.455408 0.786528 0.662366 0.552786 0.379586 0.32531 1.46014 1.02985
threshold=0.39672464895000009 48.823707093150006 0.31118828780000007 0.3733870243500001 0.41160444300000004 49.292797572200008 0.33894194785000004 0.45995628875000011 41.909642283050012 48.823707093150006 0.32012514595000008 35.771221912400001 0.34377713240000007 0.34422622080000004 38.983591653800012 0.34458549145000011 0.47938684470000009 0.47905751325000007 0.47943175355000006 0.3447052483500001 42.759119507950011 43.321682097200004 39.896141435400004 38.983591653800012 0.47880302985000006 0.47774018740000007 0.47811442770000007 0.34536391125000004 0.34512439750000007 0.47709649410000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 7 8 10 -10 11 -6 14 -14 -8 -15 17 19 -18 -17 22 -22 23 -21 25 27 -27 28 -24 -30
right_child=4 -3 -4 -5 6 -7 12 -9 9 -11 -12 -13 13 15 -16 16 18 -19 -20 20 21 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0096410365443466498 0.048214830635088267 -0.054201716069724015 0.057718331931046085 -0.10366482941674855 0.02456845418353595 -0.0090346223858917326 -0.002299339734381916 -0.11832794279922317 -0.10652260331626018 0.024629090489835352 0.044013639402296717 -0.12164659681956121 -0.038048463539273616 0.013191505610872862 0.026003281201270892 -0.077883081928974349 0.10455588509110639 -0.094799563020398658 0.00039332764751623568 0.064648678759030534 -0.10974179963548381 -0.0022441751935338215 0.029811379619207587 -0.057070320269992064 0.06754824774464184 -0.052573453111776684 -0.0020048355213638544 0.038077240540612713 0.0082506449584877108 -0.13704059628885237
leaf_weight=0.17325624334625844 1.212095588241936 1.5297758263186549 1.2055720329657331 0.21547305156593666 0.2558696269989017 1.3456933172419665 2.8159149138027706 0.3460046779946423 0.44872341827431206 0.7858649417757988 1.406969921372365 0.3485839222339564 1.564351389184593 5.509511184121151 2.5013122884556651 1.0508418114477525 0.74630158394575019 1.1240416020154942 185.2093317119888 0.67964978678401822 1.1021583961482964 5.6788477700902149 5.9373064856918116 2.4253366387783899 1.8617887888103712 2.1334046721458426 4.8794231213396415 4.813230355779524 0.90936055082420342 1.0525304488837717
leaf_count=16 46 30 49 135 7 9 30 36 57 6 35 48 17 35 23 11 22 12 3406 78 83 138 43 22 7 18 51 62 93 8
internal_value=8.6588e-06 -0.010883 0.0306824 -0.0531645 0.000151541 0.018095 -4.32732e-05 -0.0121319 -0.000812045 -0.0230393 0.0128308 -0.0597527 0.000143897 -0.000111102 0.0110147 0.000152532 -0.000174596 -0.00562353 0.000811367 -0.00254156 -2.60075e-05 -0.0197164 0.00538144 -0.0304273 0.010532 0.00515047 -0.0173885 0.0175842 0.00509706 -0.0696963
internal_weight=241.269 3.12408 1.5943 0.388729 238.144 2.55779 235.587 3.59202 3.24601 1.23459 2.01142 0.604454 231.995 226.677 5.31723 225.113 219.604 33.6479 185.956 32.5239 31.473 6.78101 24.692 3.10499 21.587 19.7253 7.01283 12.7124 7.8992 1.96189
internal_count=4633 230 200 151 4403 55 4348 189 153 63 90 55 4159 4106 53 4089 4054 626 3428 614 603 221 382 100 282 275 69 206 144 101
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 2 2 0 0 1 0 2 2 2 0 1 1 0 2 2 1 2 1 0 0 0 0 2 2 2
split_gain=0.0362427 0.371453 0.0959805 0.0822725 0.227774 0.143329 0.146031 0.142981 0.125808 0.121665 0.0710258 0.499155 0.117369 0.256409 0.610148 0.249012 0.115957 0.196143 0.260301 0.22787 0.14058 0.323305 0.286008 0.574362 0.85623 0.086223 1.97319 0.638579 0.681373 0.750322
threshold=0.61311038590000011 0.45824975300000009 0.68131193680000013 43.477771593600004 40.806664626150003 40.722669576350008 37.345948426100009 0.6310290111500001 0.62376874945000005 0.51869704500000013 0.58388970390000006 41.772405911750006 46.645430295100006 42.620627117000005 0.60134427115000011 0.45736654595000009 0.46551001470000003 0.56685428580000019 39.198779702000003 49.960114208400007 0.45824975300000009 39.571921479100006 0.45932756505000005 0.56065686655000013 0.56579144335000009 0.56065686655000013 0.56300709560000006 42.546237522150008 42.283941020600004 41.11191809080001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 5 6 8 -5 -3 -9 16 -12 13 -13 -15 -14 20 -18 -19 -20 25 -22 -23 -24 -25 -1 -27 28 29 -28
right_child=1 2 -4 7 -6 -7 -8 9 -10 -11 11 12 15 14 -16 -17 17 18 19 -21 21 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.00036153723700864588 -0.11475446676061239 0.099244319658484959 -0.10115714057206787 0.057561301174817017 -0.10425090864123224 0.099333225492126004 -0.10181245080867606 -0.02752082849420558 -0.10121344457856273 0.042954207835158048 -0.10405813288817672 0.049936227715698521 0.088479357397990344 -0.1096456151088821 0.05861585086626242 -0.010095912446280188 -0.10726882753966954 0.071586952071447246 -0.10446897845833224 0.011008464355262308 0.10320227036517758 0.068868105063103188 -0.13303521617379652 0.10940832206029732 -0.11349246402808454 -0.1380917450584335 0.015745453376680166 -0.044740817543103745 0.075696091801129781 -0.061944502627094306
leaf_weight=217.49802080601114 0.30871076248763474 0.11092846375868326 0.087428960130551903 0.57861914444947604 0.23157562187589065 0.14589751046150923 0.12781224690661475 0.7296751622634472 0.043619699252758437 0.36875719667295925 0.31706479258923481 0.87962754488398809 0.72130396867214563 0.43771388684399426 0.42452441492787329 0.39747443268424831 0.26297318376600631 0.27904730580803516 0.32079362492368091 0.36566286692323047 0.43126743837274162 0.48636763243121084 0.33105701941531129 0.45840345323085785 0.27614775020629168 1.0722621971144679 7.647528409529512 2.2972309260439934 1.506918679922818 1.4844333957880733
leaf_count=3155 21 14 179 83 112 2 77 40 90 30 157 47 17 25 22 50 13 41 33 33 11 6 4 2 66 27 166 78 10 22
internal_value=7.15469e-06 -0.0114429 0.00171271 0.00556134 -0.024352 0.0188525 -0.0227325 0.0173307 0.0426671 -0.0038615 0.000138697 0.0149889 0.0281836 0.0119503 -0.0268018 0.053458 -6.23505e-05 -0.0307049 -0.00985128 -0.0429562 9.88715e-05 0.0266096 0.00532575 -0.0236764 0.0256108 -0.000128237 -0.00773262 0.00307273 0.013397 0.00311667
internal_weight=240.629 2.73302 2.42431 2.33689 0.659834 0.428258 0.28236 1.67705 0.154548 1.09843 237.896 3.17771 2.86064 1.74187 0.862238 1.11878 234.718 1.22848 0.965504 0.686456 233.49 1.98324 1.55198 1.06561 0.734551 231.506 14.0084 12.9361 10.6389 9.13196
internal_count=4633 648 627 448 295 183 181 153 104 70 3985 318 161 94 47 67 3667 120 107 66 3547 89 78 72 68 3458 303 276 198 188
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 0 2 1 1 1 0 2 1 2 0 1 2 2 1 2 2 1 1 2 1 2 2 1 2
split_gain=0.0385426 0.637966 1.21059 0.440594 0.552643 0.478685 1.33554 0.618261 0.450572 1.18484 0.662168 0.729812 0.588149 0.403107 0.381619 0.545107 0.539205 0.215511 0.407214 0.405323 0.377569 0.213586 1.21776 1.82943 0.790036 0.45614 0.206772 0.784846 0.479894 0.473834
threshold=42.844429421150004 42.91168285345001 42.982930821650008 43.084051236300006 0.48389269780000005 43.182896969600009 0.50386215985000016 43.157831852650006 0.34626208795000007 0.34560342505000002 0.34524415440000006 0.47787491390000009 43.564719632750005 0.35696536035000009 43.813842866750008 0.53447501570000011 0.3584174126500001 48.823707093150006 43.847983878700006 0.31100865245000009 44.131787411600008 42.580420142950011 0.3475943834000001 0.34584293880000011 42.686561923500008 0.3453339720000001 43.930205408700004 44.026978245600006 0.39900002995000006 44.202975721700007
decision_type=2 2 2 2 2 2 2 2 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 -4 6 7 -5 9 10 11 17 13 -10 15 -14 -16 18 -7 -19 -20 -1 23 25 -24 -23 -18 28 -28 -29
right_child=1 2 3 5 -6 8 -8 -9 12 -11 -12 -13 14 -15 16 -17 26 19 20 -21 -22 22 24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00014752955134959074 0.04511867169482061 -0.098681653399579017 0.075078399897966136 -0.15361275485502135 -0.0084295117103348749 -0.044846574100423607 0.044689395310895316 -0.030487864284731148 0.070963441682010242 -0.064613228173650381 0.047252350112682362 -0.053630721756511616 -0.081058577957986863 0.017227461855818114 0.068088572665617519 0.016755442156886777 0.031129200250495617 0.016257055374290678 0.089905987786133054 -0.044350211728578684 0.016508253564516379 -0.064324089115487176 -0.028885370269221181 0.089115183545564622 -0.12686159925246326 0.0017455540277730728 -0.20645992339930569 0.06036788905926227 -0.026990328921425152 -0.0041099292495750638
leaf_weight=177.56733850944286 3.2775617826428052 1.2232997421735934 1.7780228976745314 0.90140826596962076 1.4297225795517077 0.77808596850991474 1.0928384004801044 0.74481157513400831 2.3284793868660953 3.2413595558609805 2.6699381427606559 2.6920712137944056 1.2348594339564472 3.4860196951558464 1.3532879736740131 1.057791956947767 2.0995128671056582 2.5626222349237651 0.93025619576474161 1.9378928242076652 2.8421422011001596 1.7529928998833364 2.6741231891173816 2.0804335526190698 1.188923290450475 2.5870964191854 0.29155044257640739 1.2772669871192182 0.30470844489173032 10.585252725897133
leaf_count=2855 34 41 38 40 21 39 30 12 13 37 19 19 20 69 15 23 39 28 32 26 89 36 44 68 31 18 2 18 123 754
internal_value=3.62312e-06 0.0024096 -0.000456336 0.00206696 0.0378581 -0.000518123 -0.0410131 -0.0979064 0.0021435 -0.00998489 0.00230055 -0.00791983 0.0110582 0.0387466 0.00221438 -0.0359288 0.00771031 0.00567613 0.0210219 -0.00984004 0.0346078 -0.000663935 -0.0146756 0.0120169 -0.0590393 -0.0249404 0.00209776 -0.00279453 -0.114745 0.00283256
internal_weight=239.972 52.1208 48.8432 47.6199 3.20775 44.4122 2.73906 1.64622 41.6731 17.6544 14.413 11.7431 24.0187 5.8145 18.2042 2.29265 15.9116 9.051 4.55048 4.50052 3.7724 187.851 10.2836 6.42052 3.86305 4.34009 14.5583 12.4588 0.596259 11.8625
internal_count=4633 1581 1547 1506 59 1447 82 52 1365 289 252 233 1076 82 994 43 951 214 160 54 121 3052 197 122 75 54 936 897 125 772
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=0 2 1 0 2 2 1 2 2 1 0 0 2 2 1 1 1 1 2 0 1 2 0 0 1 0 0 2 2 2
split_gain=0.0346195 0.436735 0.301815 0.113854 0.0737577 0.208099 0.156329 0.275287 0.147389 0.145182 0.105928 0.117117 0.176029 0.08755 0.645879 0.731431 0.575686 0.369971 0.306345 0.30477 0.198612 0.535594 0.163847 0.258982 0.147736 0.291675 0.320697 0.195411 0.370164 0.282484
threshold=0.39672464895000009 48.823707093150006 0.31118828780000007 0.3733870243500001 48.823707093150006 48.96897326980001 0.36042334060000009 49.064150740050003 49.960114208400007 0.50491003265000012 0.66718062335000017 0.58035687555000015 52.834037000700008 44.578137159850009 0.4172030777500001 0.39170982905000007 0.41861022125000008 0.34491482290000003 45.044778924400006 0.58887458460000019 0.36039340140000004 47.079243513300007 0.6310290111500001 0.66011496660000013 0.46636328255000009 0.58745247150000013 0.58887458460000019 42.527280425250005 42.498713093000006 40.767054867700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 -6 -7 -8 -9 10 11 -10 -13 24 15 17 -16 -15 -19 -18 -20 -22 -21 -24 -2 -26 -27 28 29 -28
right_child=4 -3 -4 -5 5 6 7 8 9 -11 -12 12 -14 14 16 -17 19 18 20 22 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.0078116211171628501 0.00048529635091780357 -0.048636300680642432 0.051688891737163484 -0.10336260957590937 0.036620950187419066 -0.021273894141236468 0.067554985831888112 -0.068665263411366001 0.032922721919036245 -0.10127457967443006 0.10491394775326235 -0.1053828341124802 0.078585779130656064 -0.11029461493768232 0.10624903240332705 -0.11300606647817223 -0.043717546496605031 -0.064531087440400009 0.051114400378798885 0.038455252608690572 -0.10569269163809217 0.019635246712465044 -0.10570225923352682 0.025582466767011883 -0.10518924607968733 0.090270085335277916 0.017222597201175763 -0.1031869475123961 0.10807457631433876 -0.10526579463998478
leaf_weight=0.17170775705017094 219.15382952346232 1.5187196212937122 1.1749105661060637 0.19873214718961663 2.0890637465927275 2.1015554664336378 0.71739689042442512 0.3170794214165652 0.57303028753926788 0.10716276214225218 0.1312410831451416 0.17140422204465722 0.074668986373580992 0.37071910023223464 0.64527047472074617 0.95300248757121142 0.98314153037790708 0.69931242687744122 0.81279996782541308 1.7433639595983552 0.43502240930683944 1.5774900049436835 0.23001046845456574 0.43336208278196864 0.38532906926138721 0.27354457313776936 0.39624428010370116 0.27807561259851354 0.21379405001061969 0.35873748621088453
leaf_count=16 2882 30 49 135 26 22 8 57 123 58 1 57 10 46 6 128 37 23 4 37 90 27 17 44 76 4 332 137 2 149
internal_value=8.15533e-06 -0.010553 0.0268739 -0.0518307 0.000145144 0.0108352 -0.00201027 0.0173415 -0.00886493 0.0090654 0.0215076 0.00814375 -0.049559 -0.000146935 -0.00988069 -0.0344796 0.0196757 -0.015268 -0.00527315 0.00319622 0.00939418 -0.0074555 0.0223603 -0.0199377 0.000244226 -0.0274783 -0.00778324 -0.029295 -0.00808518 -0.040979
internal_weight=239.29 3.06407 1.54535 0.37044 236.226 6.2826 4.19354 2.09198 1.37459 1.05751 0.950345 0.819103 0.246073 229.943 8.88349 4.84835 4.03515 3.89534 3.52462 3.38988 2.82531 2.01251 2.40674 0.663373 221.06 1.90573 1.5204 1.24685 0.968776 0.754982
internal_count=4633 230 200 151 4403 362 336 314 306 249 191 190 67 4041 459 318 141 190 144 135 121 117 98 61 3582 700 624 620 483 481
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=1 2 1 0 2 0 2 2 1 2 2 2 2 1 1 2 0 2 2 2 1 2 1 2 2 2 1 1 1 2
split_gain=0.0444033 0.189181 0.259694 0.120964 0.120177 0.107201 0.0745677 0.0895865 0.0485311 0.243393 0.36765 0.199301 0.478997 0.0597815 0.187123 0.0980717 0.0971094 0.427073 0.364995 0.309677 0.205353 0.213713 0.125044 0.092336 0.440091 0.725219 0.494634 0.440953 0.850221 0.546491
threshold=0.31100865245000009 49.064150740050003 0.31060447290000009 0.39672464895000009 48.823707093150006 0.41160444300000004 36.952388736350009 44.952171034750002 0.33894194785000004 39.476991512000005 37.572218886150004 41.909642283050012 48.823707093150006 0.34377713240000007 0.34422622080000004 38.983591653800012 0.47396784530000008 42.123054668150012 42.283941020600004 44.749265482150008 0.3584174126500001 50.189067467950004 0.34458549145000011 43.182896969600009 43.564719632750005 43.735142172100005 0.34575312120000007 0.34527409360000011 0.34554354660000003 43.813842866750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 -5 -1 -8 9 10 -7 -11 -13 15 -15 -10 17 -16 -19 -20 -21 -22 -18 -24 26 -26 -25 -27 -29 -30
right_child=3 -3 -4 5 -6 8 7 -9 13 11 -12 12 -14 14 16 -17 22 18 19 20 21 -23 23 24 25 27 -28 28 29 -31
leaf_value=0.10081347077977952 -0.025910481918719724 0.026037239381376656 -0.12228036060298515 0.035340480962952968 0.10126105754037325 0.0015119453659131301 -0.10176573256638254 0.010047160564593266 -0.0021680111717778928 0.03576464519932223 -0.11837131060507261 -0.1053823415831843 0.025048594226397991 -0.034602856140276715 -0.11257155395934303 0.025104482283808724 0.015447177223130113 0.10352655400679196 -0.11217750305193386 0.10679213123862324 -0.11091222244123025 0.10251712949015038 -0.00099389561698956779 -0.013401563632680691 -0.053880770902625767 0.037357385580562778 0.039956425544463853 -0.14281267862706967 -0.092460039991907994 0.0041670713895694891
leaf_weight=0.044502446427940767 1.8086907019272747 2.2642009478877299 0.22408008325146511 0.85762495076050882 0.10846215113997459 0.56867081538075515 0.12592486750872922 0.16627538850298151 2.8169648259672604 1.1427461495914033 0.46497263594937976 0.44251174997771137 0.77410757020697929 1.5656137662008394 0.40509954565754813 2.4787971086334437 5.2873937189579001 0.29018410295248032 0.27469059518625727 0.17507889866828918 0.14061531494371593 0.070407472550868988 183.25702813153276 2.4482453928794694 2.4295761859830263 3.3060224838554886 5.9831202366622165 0.42068783519789832 0.60531471529975789 17.7097989018921
leaf_count=2 63 23 9 29 3 38 154 22 30 39 27 55 10 17 162 23 29 3 29 1 61 1 2719 21 39 18 75 6 12 913
internal_value=3.35355e-06 0.0122307 -0.0344797 -0.000148809 0.00971595 5.03868e-05 -0.0197735 -0.0381391 -7.94766e-05 -0.0119517 -0.0524162 0.00577583 -0.0223921 9.59212e-05 -0.000151946 0.0105975 9.01365e-05 -0.0265885 0.0100389 -0.0310159 0.0267263 -0.0397018 0.000253508 -0.000118138 0.00475953 -0.00202898 0.0244627 0.00368642 -0.00225499 0.000973544
internal_weight=238.657 2.93345 0.669245 235.724 0.445165 233.915 0.336703 0.2922 233.058 3.39301 1.03364 2.35937 1.21662 229.665 224.369 5.29576 222.803 1.35608 0.950976 0.660792 0.386102 0.211023 221.447 216.16 32.9028 24.4714 8.43137 22.0418 18.7358 18.3151
internal_count=4633 213 190 4420 181 4357 178 176 4328 169 65 104 65 4159 4106 53 4089 257 95 92 63 62 3832 3803 1084 988 96 949 931 925
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 2 2 1 2 1 1 0 1 1 2 0 1 0 0 0 0 0 2 2 2 2 1 2 2
split_gain=0.0392947 0.204564 0.102003 1.13241 0.283188 0.124933 0.103545 0.0927005 0.863241 0.649856 0.640009 0.595283 1.28987 1.18637 1.54317 0.890845 0.665593 0.565097 0.426498 0.401634 0.538516 0.359848 0.291834 0.2494 0.181699 0.231658 0.361437 0.166067 0.140746 0.140133
threshold=49.292797572200008 49.064150740050003 0.39672464895000009 48.823707093150006 0.39587138110000003 0.3733870243500001 48.823707093150006 43.930205408700004 0.34479506600000004 43.895345911700005 0.34488488370000009 0.40651477500000005 0.48032993025000009 0.3465914194000001 0.3584174126500001 47.74983977685001 0.47961138885000004 0.41861022125000008 0.55348642255000013 0.55788748840000013 0.58887458460000019 0.47648274005000008 0.47076434840000009 44.749265482150008 43.847394126900006 43.735142172100005 43.663128814500006 0.4172030777500001 44.202975721700007 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 4 5 -1 7 9 21 24 -10 12 16 -14 -15 -16 23 27 28 -20 -21 22 -9 -12 25 26 29 -13 -19 -4
right_child=-2 -3 6 -5 -6 -7 -8 8 10 -11 11 17 13 14 15 -17 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0087038626485827098 -0.012244705050937055 0.041551922559184787 -0.00034803485811829647 -0.12577404686454738 0.051095588816698068 -0.11263303422409875 0.018156586656009402 -0.10381947215474979 0.11023096612667788 0.063445942384790913 -0.032221472775171574 0.038605928137956401 -0.19642791018233019 0.10740258642308671 -0.12669372492960571 0.00047063326782107584 0.091051544051273484 -0.021337339072912381 0.085302806912731496 -0.11537577337088525 0.014832704367088801 -0.16006233669209202 0.091398388182207038 0.020734172261613549 -0.031232281857304107 0.037901671906740077 -0.053266657248382879 0.10495685655711447 -0.11007872190627316 0.011707943114741451
leaf_weight=0.16765740769915227 2.5917207084346492 1.1866003632603668 197.61857723615387 0.70751119777560223 1.1636295520293058 0.17182426710940035 3.1432829855766604 0.18730957148363714 0.49096204340457816 1.6232641308160953 1.8615416618995353 0.76983931957511209 0.6053857505321506 0.55503334105014834 1.4420401924580803 0.89145978877786536 0.86088479310274113 0.3248808457283302 0.64812112599611316 0.36473793629556928 2.459201666089939 0.50306876562535763 0.12953318655490875 1.7029161187820134 1.8544772646855552 1.6178319339232974 1.2701685035717662 0.73962298687547445 0.39727180975751253 10.135812688291479
leaf_count=18 314 31 3152 8 15 167 39 46 2 9 28 42 5 7 142 20 3 11 3 71 165 7 3 73 34 22 14 7 34 141
internal_value=1.37668e-06 0.000136093 -7.35588e-05 -0.0214528 0.027651 -0.0527092 0.000129981 -0.000117396 -0.00773495 0.00041389 -0.00194012 -0.00598269 -0.023723 -0.0691431 -0.0424665 -0.0781135 0.0121373 0.0186488 -0.000234138 0.0143089 -0.00198493 -0.107487 -0.0240096 -0.00692197 -6.76118e-05 0.000206759 -8.49961e-05 0.0711173 -0.0701559 0.000240146
internal_weight=238.186 235.594 234.408 2.21062 1.50311 0.339482 232.197 229.054 14.9338 214.12 14.1139 13.6229 7.91926 3.49392 2.88853 2.3335 4.42534 5.70368 4.19421 3.47206 2.82394 0.819912 0.316843 3.56446 212.497 210.642 209.025 1.50946 0.722153 207.754
internal_count=4633 4319 4288 208 200 185 4080 4041 669 3372 613 611 278 174 169 162 104 333 284 239 236 56 49 101 3363 3329 3307 49 45 3293
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=1 2 1 1 1 1 2 2 2 1 2 0 2 0 2 1 1 0 0 0 1 0 0 1 0 2 2 2 1 1
split_gain=0.0416057 0.128088 0.0929283 0.245144 0.126342 0.0922307 0.0710306 0.182565 0.0462958 0.165695 0.395742 0.236663 0.193902 0.0972462 0.0562363 0.063571 0.45418 1.11072 0.449608 1.22974 0.381226 0.311734 0.864054 0.26758 0.238407 0.239264 0.210345 0.413777 0.527492 0.620652
threshold=0.4995808509000001 48.109449608500007 0.50491003265000012 0.51869704500000013 0.52366695605000013 0.58454836680000011 45.458122212500008 45.044778924400006 49.292797572200008 0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 0.39672464895000009 48.823707093150006 0.43349001525000008 0.42991227810000004 0.56300709560000006 0.5485614203000001 0.5541600551000001 0.42802610700000004 0.55348642255000013 0.55688452445000014 0.4289991317500001 0.55980359870000018 47.309807198350008 44.578137159850009 48.393869453650005 0.4172030777500001 0.39170982905000007
decision_type=2 2 2 2 2 2 2 2 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 6 -3 -4 -5 -6 7 -2 9 10 11 12 -1 -11 15 16 20 -18 -17 -20 21 26 -23 -22 -21 -26 -15 28 29 -28
right_child=1 2 3 4 5 -7 -8 -9 -10 13 -12 -13 -14 14 -16 18 17 -19 19 24 23 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.1020314422929777 -0.10023345495413741 0.057200322245749891 -0.11959001824729959 0.10496510531618848 0.025702628236640879 -0.10438187911561103 -0.10613426256384034 0.10261185017411922 -0.014157181954246324 -0.023303708126611745 0.077406973711030946 -0.086157228603422065 0.084946659352822765 0.00051771206061061563 0.013609138815754035 0.057283729630220805 -0.11314914410135485 0.026629523358255566 -0.10280729431145404 0.029460908937339804 0.084556697583395318 0.0074189108347764475 -0.11608804546268919 0.0021472541806423335 -0.00030522410096269289 0.059449929152751137 -0.0073550093149497165 -0.11730436647246033 0.073392454336326685 -0.1117608084613791
leaf_weight=0.074228584754279181 0.11331945882579819 0.23482875060290098 0.1657317440258339 0.132478266954422 0.17109848131076433 0.079981708164268639 0.2049162887269631 0.072922319173812866 2.2577019329853547 1.7741041736602472 0.86144399386830628 0.32534426164784236 0.21938130835769698 190.38573031347391 3.0851507704937822 1.5289795311837249 1.1661182457901298 1.109262419719016 1.0825132674071962 3.7119618583310539 0.90108297124970593 1.6267931823058455 0.8690439236597739 0.70014528134197462 18.863624823764443 0.6947594415396442 3.3904601111426009 0.40292122494429339 0.63062506727874268 0.68429266472230654
leaf_count=132 485 8 27 1 23 39 42 1 237 63 12 45 13 2228 44 21 49 15 15 35 16 21 60 36 647 18 170 10 9 111
internal_value=7.49549e-07 -0.0187677 0.00454912 -0.01796 0.0259534 -0.0157359 -0.0655089 -0.0208101 9.40797e-05 0.000231528 0.0335809 -0.0274151 0.037676 1.92812e-05 0.000198533 1.68691e-05 -0.00058136 -0.0450062 0.00468278 0.00138026 -7.49075e-05 -0.000467937 -0.0355859 0.0485227 0.00622696 0.00181742 -1.95928e-05 -0.0200449 -0.0117166 -0.0248884
internal_weight=237.521 1.17528 0.784119 0.54929 0.383558 0.25108 0.391158 0.186242 236.346 234.088 1.4804 0.618954 0.29361 232.608 230.833 227.748 201.866 2.27538 25.8818 24.3529 199.591 197.99 2.49584 1.60123 23.2703 19.5584 195.494 5.1083 4.70538 4.07475
internal_count=4633 626 98 90 63 62 528 486 4007 3770 202 190 145 3568 3505 3461 2725 64 736 715 2661 2609 81 52 700 665 2528 300 290 281
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 2 2 0 1 0 1 1 1 0 0 0 0 0 2 1 2 2 2 2 2 2 0 0 2 0
split_gain=0.0386178 0.348398 0.0861365 0.0636641 0.188629 0.130331 0.133528 0.119646 0.115009 0.110232 0.06628 0.0429172 0.388647 0.975524 0.344147 1.02565 0.327513 0.618202 0.49434 0.440738 0.270042 0.230535 0.320511 0.665575 0.874195 0.270301 0.926268 0.865456 0.582453 1.25156
threshold=0.61311038590000011 0.45824975300000009 0.58454836680000011 43.477771593600004 40.767054867700004 40.722669576350008 37.345948426100009 0.6310290111500001 0.51869704500000013 0.62376874945000005 0.52366695605000013 0.43349001525000008 0.42991227810000004 0.56300709560000006 0.5485614203000001 0.55348642255000013 0.55348642255000013 0.55788748840000013 40.858951393400005 0.42802610700000004 37.572218886150004 38.751720283100006 39.117456157700005 39.476991512000005 40.00488309970001 41.835830569250014 0.55688452445000014 0.57161462230000015 42.320906304050006 0.56579144335000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 4 5 6 9 -5 -9 -3 -10 12 16 -14 -13 -16 19 18 -18 -1 -17 -22 -23 -24 -25 27 -27 -26 -28 -30
right_child=1 2 -4 7 -6 -7 -8 8 10 -11 -12 14 13 -15 15 20 17 -19 -20 -21 21 22 23 24 25 26 28 -29 29 -31
leaf_value=0.00016968128231156353 -0.11443967767196561 0.097903427935592216 -0.1038284228150816 0.055445475437093029 -0.10349507019817134 0.098036289216385714 -0.10162728062938847 -0.026855305266845261 0.10447035444306284 -0.10112517725165548 0.0097401861005906483 0.050186324023032927 -0.10926675804019273 0.024127525623386818 -0.11869371029927217 -0.068106644942021094 -0.056865827370998261 -0.11457044061690325 0.04150480628592227 0.055446610654271825 0.037376490498538993 -0.041322284874527222 0.071917897631020508 -0.13639966996386607 -0.038616568867483082 0.08437759868221778 0.068238591843387458 0.034607674010276444 -0.1307326260779488 0.005521092671225949
leaf_weight=202.79000491662464 0.29489580907795643 0.10017175141001722 0.07509036138429781 0.50986135858693149 0.19382986287200765 0.13197202840819955 0.1194507081854681 0.6893808852182699 0.1204100027680397 0.038531587627829822 0.19104851099837106 1.5177765565511006 1.0907337337557685 1.1022508080932309 0.69415509724058466 0.49867975872644166 0.9927250958753574 0.7096236022953234 1.0524247259018009 1.4527580906069477 2.1572544679038428 1.5106260195170786 1.4387577392917617 0.45011331351270456 4.2151304946746704 1.6236364529759146 1.147136037623566 2.6157960733871732 0.75065410695970047 6.6142916634598805
leaf_count=2872 21 14 115 83 111 2 89 42 1 121 49 77 49 15 13 151 33 77 18 34 46 29 18 40 60 14 45 93 16 285
internal_value=-3.73151e-06 -0.0124559 0.00140495 0.00517741 -0.0228634 0.0171976 -0.0241283 0.0160165 -0.00406999 0.0426136 0.0463629 0.000127186 -0.000342747 -0.0422193 0.00402294 0.00106861 0.000100904 -0.0341492 -0.00624475 0.00056286 0.00467965 0.00629117 0.0029985 0.0065493 0.00114936 0.00479844 0.0151603 -0.0105765 0.00195746 -0.00836623
internal_weight=236.889 2.46464 2.16975 2.09466 0.583956 0.390126 0.258154 1.5107 1.00084 0.138703 0.311459 234.425 209.191 2.19298 25.234 23.7162 206.998 2.75477 2.04515 204.243 23.0221 22.5234 20.3661 18.8555 17.4168 16.9666 10.1357 6.83093 8.51208 7.36495
internal_count=4633 648 627 512 337 226 224 175 92 135 50 3985 3098 64 887 810 3034 128 51 2906 797 646 600 571 553 513 360 153 346 301
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 1 1 1 1 2 2 2 0 0 0 2 0 1 1 1 0 0 1 2 1 1 2 2 2
split_gain=0.0369266 0.257249 0.0846519 0.176463 0.123759 0.095379 0.0620813 0.113851 0.0577431 0.174607 0.183593 0.271057 0.138578 0.543689 0.438081 0.374162 0.235323 0.504269 0.438402 0.0614663 0.255502 0.323714 0.418346 0.713605 0.527208 0.501465 0.608011 0.456148 0.821123 1.07041
threshold=0.48616807880000007 0.61400856260000014 0.50634711535000021 0.51869704500000013 0.5225142959500001 0.63013083440000017 0.57854555250000017 0.58454836680000011 0.45824975300000009 0.4529056016000001 37.817254840650008 48.553014326500012 41.559097512700014 0.56065686655000013 0.56915960600000015 0.63378341965000018 42.686561923500008 0.60134427115000011 0.48522499325000007 0.44618424600000006 0.43967246490000006 0.57161462230000015 0.55688452445000014 0.43584024430000007 40.300545846000013 0.42991227810000004 0.43349001525000008 41.11191809080001 42.027798546600003 42.320906304050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 5 -4 -5 -3 -6 -8 9 19 -11 -12 13 -10 -15 -16 -14 18 -18 20 21 22 23 25 -24 -1 -27 -26 -29 -30
right_child=1 2 3 4 6 -7 7 -9 12 10 11 -13 16 14 15 -17 17 -19 -20 -21 -22 -23 24 -25 27 26 -28 28 29 -31
leaf_value=0.00051222424331663033 -0.10227970554034867 0.05691769880315372 -0.11537206347360299 0.094848624582510643 -0.10071610639694584 -0.006375032051396042 0.05524745555683408 -0.10345861088415974 -0.13055542610794463 0.0039263881497782179 -0.10608727828339092 0.0029539899818892094 0.051113152707509581 0.047529972173487624 -0.10331412497391271 0.094223583729101418 -0.11457893717869426 0.061438129791218779 0.041055964285302837 0.0080707965927874267 -0.03157986575683603 0.047920926725874023 -0.098996714412185161 0.071345928297322572 0.039630397546720465 -0.10549822497210258 0.0057249664130342194 -0.12628850714748333 0.10170399479343967 -0.049848066910664623
leaf_weight=205.90857057207296 0.28049625014773383 0.40272914402157745 0.16691596705732081 0.11453644344510394 0.083509576384642514 0.58241299011154979 0.1341355420590844 0.068175063025023519 0.3133995241587394 0.7853907727594549 0.55782183782139327 0.38552844396326691 1.5688561019487681 1.1662519782039451 0.43773566108302464 0.12278271340551328 0.50301505270181202 0.63141165426350199 0.28271683305501938 9.3073369659403493 2.5686459330757421 1.4090227574216658 0.88094733577599882 1.4127143286473245 1.1519174277782438 0.98913294148223829 0.97692880098998103 0.73341831378638778 0.66687972098588977 1.5474868581513872
leaf_count=2948 197 36 118 12 210 49 13 115 6 20 58 12 24 22 142 20 85 24 8 135 62 68 53 42 7 41 35 10 4 57
internal_value=-6.51542e-06 -0.0141451 0.00177935 -0.0289935 0.00701928 0.0194992 -0.0281765 0.00176634 0.000104086 -0.000128343 -0.0317891 -0.0615243 0.0107069 -0.00938125 0.0126112 -0.0600431 0.0244321 -0.00510532 -0.0585794 0.000112187 -0.000227217 0.000146183 -0.000167982 0.000513666 -0.0288109 3.2291e-05 -0.0502318 -0.0137294 -0.0345809 -0.00420657
internal_weight=236.141 1.83291 1.55241 0.567273 0.400357 0.985142 0.28582 0.202311 234.308 229.282 1.72874 0.94335 5.02617 2.04017 1.72677 0.560518 2.986 1.41714 0.785732 227.553 218.246 215.677 214.268 209.287 4.98065 207.875 1.96606 4.0997 2.94778 2.21437
internal_count=4633 750 553 468 350 85 338 128 3883 3552 90 70 331 190 184 162 141 117 93 3462 3327 3265 3197 3066 131 3024 76 78 71 61
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 2 2 0 0 0 2 0 1 0 2 1 0 0 1 1 0 0 1 0 0 0 1 2 0 1
split_gain=0.0402899 0.303155 0.0715858 0.0603983 0.169151 0.103153 0.108539 0.0966307 0.089458 0.0971104 0.110818 0.0706365 0.0449753 0.966457 0.723186 0.545877 0.575096 1.31492 0.583963 0.51999 0.909254 0.45495 0.42702 0.861548 0.312535 0.766047 0.65433 0.729436 0.332905 0.298157
threshold=0.61311038590000011 0.45824975300000009 0.68131193680000013 43.477771593600004 40.806664626150003 40.722669576350008 37.345948426100009 0.62376874945000005 0.6310290111500001 0.66011496660000013 48.823707093150006 0.61686775845000008 0.37977904855000005 0.51657136015000005 39.354247760400007 0.38045268105000002 0.5195503128500002 0.51484985480000012 0.38906020780000011 0.39019789825000006 0.5218855723000001 0.52252926560000013 0.38334181610000007 0.5116313883000001 0.50291907430000016 0.50101793360000013 0.36551300860000008 41.600558339100012 0.5132031975000001 0.36618664115000005
decision_type=2 2 2 2 2 2 2 2 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 5 6 7 -3 11 10 -10 -5 13 24 -15 -14 17 22 -18 -20 -21 -22 -17 -24 25 29 -26 28 -28 -1
right_child=1 2 -4 8 -6 -7 -8 -9 9 -11 -12 -13 15 14 -16 16 18 -19 19 20 21 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=1.4011752568420205e-05 -0.11288028957534826 0.096052735502988151 -0.10097632371942143 -0.016551709241327379 -0.10337469270644135 0.094732319606618307 -0.10135251784116864 -0.10102504233584178 -0.10498485843320782 0.020864835987423815 0.0073484389142466537 0.072307108272716233 0.056776457169997796 -0.0046963985255518443 -0.13523281117663871 0.056258192545315493 0.033409312776588776 -0.11263454804703391 -0.041482481493043372 0.090719701879848541 -0.062878270072134132 0.001412859303360441 -0.10726741750835006 0.057233578035386916 0.05495909023777721 -0.067802605951985409 -0.041436826471837093 0.049584225116380394 0.014871473195630395 -0.045919859302513119
leaf_weight=126.71227292390392 0.26928429603452686 0.087253246201726475 0.067725551978384035 0.11985481591545954 0.18171661919586768 0.11205354891717434 0.098244047745993157 0.034803156146210767 0.16472983692074195 0.60739424009807408 0.18809625136054819 0.35276299325050786 1.7739015875849862 0.78021451225504168 0.93065880006179214 1.0489783100783823 5.6836245593149206 1.4389677951876363 2.8798068533651522 1.1329726972762717 1.1169856601998152 75.410131684029807 0.67639397273160262 0.6015047209803015 3.1181628644699213 1.7137148943729688 3.0786833390593529 2.0281965924659744 1.5933794341981409 1.4290549507459207
leaf_count=1760 21 14 179 10 112 2 77 90 22 28 20 73 16 8 40 5 49 25 28 9 11 1755 73 12 31 24 56 46 9 28
internal_value=-1.13422e-05 -0.0132286 9.12736e-05 0.00360703 -0.0257983 0.016617 -0.0231155 0.039858 0.014157 -0.00337292 -0.0450985 0.0497727 0.000118134 -0.0010008 -0.0757039 0.00184214 0.000759251 -0.037493 0.00242993 0.000243745 0.00179105 0.000474469 0.00897549 -0.0298371 -8.57564e-05 -0.00138648 0.0171171 -0.000493774 -0.0222332 -0.000498251
internal_weight=235.432 2.28392 2.01463 1.94691 0.514071 0.332354 0.2203 0.122056 1.43284 0.96022 0.352826 0.472618 233.148 141.384 1.71087 91.7633 89.9894 3.76584 86.2235 80.5399 77.6601 76.5271 2.32688 1.2779 139.673 129.855 9.81842 6.70026 4.67206 128.141
internal_count=4633 648 627 448 295 183 181 104 153 70 42 83 3985 2002 48 1983 1967 115 1852 1803 1775 1766 90 85 1954 1812 142 111 65 1788
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 1 0 0 1 1 0 0 0 1 2 2 1 2 2 0 2 2 2 2 0 2 2 2 1 0
split_gain=0.0507397 0.0715656 0.115409 0.151128 0.109158 0.0563718 0.0571598 0.0410082 0.0857387 0.0759789 0.123822 0.0737649 0.0567733 0.0759882 0.0356957 0.739028 0.650288 0.370192 0.365366 0.452254 0.333421 0.566715 0.379299 0.328407 0.293064 0.652128 0.269217 0.503091 0.469466 2.41599
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.5116313883000001 0.34007963835000005 0.33894194785000004 0.41973294215000007 0.51484985480000012 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.54413041525000005 0.56748300950000019 0.43643902880000007 40.518963363600001 40.300545846000013 0.40115565405000009 40.21994457600001 40.767054867700004 0.54504356155000011 40.148327922700012 40.040404835300002 39.896141435400004 40.408647214050006 0.48320409570000006 40.003678352300007 39.427119987250002 39.262923716450011 0.34524415440000006 0.48458129995000004
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -5 -9 -10 -11 -12 -13 -14 15 17 23 20 19 -16 21 22 26 -17 -24 -26 27 -2 -28 -30
right_child=14 2 3 7 -6 -7 -8 8 9 10 11 12 13 -15 18 16 -18 -19 -20 -21 -22 -23 24 -25 25 -27 28 -29 29 -31
leaf_value=-0.1021852543087125 -0.0011913036264144341 0.10277806874581241 -0.10488757415491395 0.10073417780679716 -0.10301709857425832 0.10039741161185499 0.028958845698206684 -0.034043797384546215 0.10278222655837002 -0.10310263982480466 0.069791481483529649 -0.10239166470008397 0.08962471242263878 -0.10093812032348655 -0.0087371598008769893 0.032363133451971227 -0.0068571844274954693 -0.034603104857650856 0.00023592165571775141 -0.0620899158063834 0.033501561810382829 -0.04553642871729973 -0.013947921715138057 0.086016575714106605 0.071866195087567683 -0.0084032241401891302 0.016538096043811415 0.036703235051464743 -0.15611596797940544 -0.0067417064625290637
leaf_weight=0.049363063617248737 47.16341178559469 0.18153716437518586 0.093550152378156559 0.072334441356360912 0.1129057307155108 0.060417903820052743 0.10172063150093891 0.20553747471421957 0.14889195933938026 0.068886053282767534 0.29569585993885994 0.050818850668292725 0.065067286661360413 0.030844653910179431 7.5235661134356615 2.8383086115572942 2.7973423596795328 3.2166321563304328 137.46188784042812 2.0141369534321711 2.8642473966165189 2.7829934802066409 1.4100619320961403 1.9075264057610182 2.4552783912877203 1.7219478446058927 3.6037585567682973 3.784555535123217 1.2400552608523856 8.5379117957122599
leaf_count=57 813 8 6 4 43 11 8 10 2 5 4 27 10 191 132 31 35 34 2795 37 34 35 8 22 25 36 25 34 15 136
internal_value=-1.0134e-05 0.0180962 0.0292525 0.016314 -0.0236243 0.0187579 -0.0138894 0.0284009 0.0223573 0.0399164 0.0216101 0.041028 -0.0169371 0.0283409 -0.000129452 0.00148461 0.0313864 -0.00137845 -0.0010773 -0.020004 3.58585e-05 -0.00128263 0.00047886 0.0539284 0.0254711 0.0387773 -0.00169181 0.00162361 -0.0143145 -0.0256856
internal_weight=234.861 1.53757 1.21316 1.03163 0.324407 0.211502 0.151084 0.938077 0.865742 0.660205 0.511313 0.442427 0.146731 0.0959119 233.324 86.324 7.54318 78.7809 147 9.5377 75.5642 72.7 69.917 4.74584 5.58729 4.17723 64.3297 50.948 13.3817 9.77797
internal_count=4633 386 267 259 119 76 65 253 249 239 237 232 228 201 4247 1283 88 1195 2964 169 1161 1127 1092 53 69 61 1023 847 176 151
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 1 1 0 1 1 0 2 1 0 1 1 2 0 2 0 2 1 1 1 2 2 2 2 1 1
split_gain=0.0442801 0.0627301 0.106111 0.134402 0.0985506 0.0512024 0.0781692 0.03814 0.0741543 0.0704954 0.10966 0.0654722 0.182102 0.0353386 0.0332444 0.818926 0.71978 0.252027 1.41933 0.575515 0.559502 0.290064 0.902709 0.294259 0.640448 0.930488 1.89143 0.766873 0.266178 0.265571
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.5116313883000001 0.34007963835000005 0.33894194785000004 0.31100865245000009 0.51484985480000012 0.38906020780000011 0.39346127360000005 0.5380527529500001 34.214889417600013 0.43121463430000007 0.44825005235000009 0.3459626957000001 0.34614233110000009 41.835830569250014 0.48588365620000007 41.529896397300007 0.48368312325000012 42.477827694800006 0.34560342505000002 0.34554354660000003 0.34566330350000002 41.741384785950011 42.206017975500011 42.684965421050009 42.844429421150004 0.34542378970000004 0.34491482290000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 -5 -9 -10 -11 12 -12 -8 17 16 -16 19 -19 21 -21 22 28 -23 -25 -26 -27 -28 29 -2
right_child=14 2 3 7 -6 -7 13 8 9 10 11 -13 -14 -15 15 -17 -18 18 -20 20 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.10077850712817515 0.0054557547948951698 0.10251227380949546 -0.10440454967179191 0.10066397914961754 -0.10272629221495128 0.10035964153215789 -0.10228968317501463 -0.030899021762339843 0.10251095420330783 -0.10280030073667329 -0.10645915793751665 0.083297279911854968 0.075338804075286439 0.021358521481153157 -0.00550641123236679 0.00010214184522972562 -0.098897862888672861 0.083214835561210579 -0.012818710732331715 -0.071421468476576419 1.4633735609963419e-05 0.048031619162576408 -0.058770952304664351 -0.016478621437131632 0.076149885579011409 -0.12971557949116119 0.087538845521245773 -0.0042626248169916432 0.020605435972445602 -0.0081733501868975367
leaf_weight=0.042617935687302544 30.766907970392538 0.16466583497822262 0.085019324673339725 0.065494230948388577 0.10243580996859691 0.054687906987965107 0.067985776701391387 0.20390242850407958 0.13506137207150459 0.062504655681550503 0.091003065921540838 0.18645855521026533 0.13964846292137167 0.035020205192267895 1.7220839112997048 136.72417507892169 1.5846288343891499 2.3304596766829482 4.5316051840782166 2.1747627668082705 2.2111069113016129 2.2024184968322507 2.6055205152952103 5.7381881251931173 2.60103849042207 0.88921742327511299 1.5125655233860018 2.2840622942894697 6.4107513797353013 26.707857970781333
leaf_count=2 598 8 6 4 43 11 61 10 2 5 19 30 183 2 27 2965 17 24 33 22 20 13 20 26 10 18 60 28 55 311
internal_value=-5.9567e-06 0.0174972 0.0282957 0.015685 -0.0229422 0.017858 -0.0131248 0.0272338 0.0213586 0.0386937 0.0207225 0.0392326 0.00361081 -0.0602515 -0.000113869 -0.00108714 -0.0502611 0.00135213 0.0197957 -0.00011773 -0.0354074 0.00177628 -0.00107486 0.0142258 0.0085096 0.028187 0.0015636 0.0323108 0.00127823 -0.000877532
internal_weight=234.434 1.43651 1.13376 0.969092 0.302748 0.200312 0.145624 0.884073 0.818579 0.614676 0.479615 0.41711 0.230652 0.103006 232.997 140.031 3.30671 92.9665 6.86206 86.1044 4.38587 81.7185 66.491 15.2275 13.0251 7.28688 4.68585 3.79663 63.8855 57.4748
internal_count=4633 386 267 259 119 76 65 253 249 239 237 232 202 63 4247 3009 44 1238 57 1181 42 1139 984 155 142 116 106 88 964 909
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 2 1 1 1 2 2 0 0 2 0 0 1 2 2 1 0 2 1 2 2 2 2 1 1
split_gain=0.0388508 0.0550901 0.0974523 0.119677 0.0889719 0.0482684 0.0409085 0.0360692 0.549646 0.196108 0.190331 0.738093 0.533726 0.534629 0.49128 0.418787 1.41715 0.736179 0.580342 0.540596 0.40937 1.22739 0.685259 0.432488 0.186764 0.255056 0.18372 1.66769 0.882913 0.832474
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.5116313883000001 0.34007963835000005 33.96174662340001 31.914316944300001 0.34506451900000007 0.34503457980000002 0.34512439750000007 40.148327922700012 40.518963363600001 0.47697673720000006 0.47449178170000011 40.722669576350008 0.48233585820000008 0.48185683060000012 0.34494476210000008 41.243661560350013 41.319407281650008 0.3447052483500001 0.47500074850000013 42.546237522150008 0.34007963835000005 42.123054668150012 48.393869453650005 41.319407281650008 41.32819714970001 0.34524415440000006 0.34518427590000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 -1 8 10 -9 12 -12 13 -2 -13 16 17 18 -16 -20 21 23 -22 24 -21 -26 28 -28 -11 -29
right_child=7 2 3 -5 -6 -7 -8 9 -10 26 11 14 -14 -15 15 -17 -18 -19 19 20 22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.10216526627216627 -0.0074036245794013847 0.10227201417041082 -0.10397083411366007 0.026160608100862928 -0.10246383035919204 0.080954410315860342 0.022896824730254627 0.030451899834137004 -0.053438300923293713 0.054661619224324623 0.050429645295627629 -0.057473265799126566 -0.03793887555439425 0.065712379502930157 0.066149251975223186 -0.02638243945046001 0.11751203661574686 -0.077022941494089114 -0.075322459907493963 0.060012757101374208 -0.015262657506903157 -0.083753328628196455 0.059689748183110042 0.051700714524209657 -0.072430850398565366 -0.00079597093790365189 -0.15557304627124841 -0.071852593583366972 0.001371454672551552 -0.00058595891417295102
leaf_weight=0.041689395974002674 4.9193382232733693 0.14932801481336333 0.077233209507539868 0.83190522897825758 0.092913084423003056 0.072704407852143049 0.070194754760450451 2.1588246356695882 2.0359049255639539 3.2122770081623448 3.0686932604294297 1.4759893229929755 4.4599978551268578 1.2552462220191953 1.4953230942757176 4.2892681201919904 1.1167190372943867 1.1210043150931586 0.87694597523659723 0.44457247512616316 2.0765468948520711 1.6966142440360261 2.956416804343462 1.8816935445647684 0.54485265998226839 5.6633571335114539 0.71218028664588828 1.6706433687359084 96.721439055277187 86.732821806990614
leaf_count=58 130 8 6 253 43 13 5 18 17 77 19 33 33 6 28 28 3 12 9 41 22 20 29 12 178 70 15 14 1377 2056
internal_value=1.18653e-06 0.0170055 0.0274031 0.0151057 -0.0226538 0.0175188 -0.0237028 -9.64854e-05 -0.00277344 0.000482823 -0.000151631 0.0040817 -0.0115795 0.0074603 -0.00146555 0.00195562 0.00807161 0.00155607 0.00655073 0.00102944 0.00541599 -0.00607014 0.0287652 0.00937291 -0.00259921 -0.00708288 0.000140595 -0.00316059 0.00308442 -0.00193275
internal_weight=233.923 1.33597 1.05847 0.909138 0.277502 0.184589 0.111884 232.587 41.3785 191.208 39.3426 28.708 10.6346 6.17458 25.6393 24.1633 19.874 18.7573 17.6363 16.141 15.2641 10.2311 5.03296 8.53448 6.65278 6.20821 189.049 89.1156 99.9337 88.4035
internal_count=4633 386 267 259 119 76 63 4247 690 3557 673 504 169 136 485 452 424 421 409 381 372 321 51 301 289 248 3539 2085 1454 2070
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 0 1 1 1 0 2 1 0 0 1 1 2 1 1 0 0 0 0 2 2 2 2 2 0 1
split_gain=0.0444957 0.432472 0.283177 0.583112 0.430397 0.737023 0.674143 0.367388 0.161942 0.686638 0.281258 0.227496 0.287807 1.04644 0.337871 0.23482 0.603619 0.474364 0.653688 0.363771 0.995154 0.353232 0.853078 0.231096 0.153368 0.587288 0.453554 0.227975 0.180804 0.150561
threshold=0.47736594710000008 0.47757552170000012 0.47642286160000008 41.257948413050009 0.34524415440000006 0.47721625100000004 0.34560342505000002 0.34506451900000007 0.34482500525000009 0.48149755995000004 40.408647214050006 0.34491482290000003 0.47787491390000009 0.47811442770000007 0.34506451900000007 0.34536391125000004 42.154118731400011 0.34542378970000004 0.34545372890000009 0.47905751325000007 0.47961138885000004 0.48032993025000009 0.48077901860000011 41.037275035300006 37.140760352250005 35.771221912400001 37.500638522700008 37.892416320650007 0.41973294215000007 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 24 -4 7 6 -6 -5 9 10 -3 -10 -13 -14 -15 16 23 -17 -19 -20 -21 -22 -23 -16 25 28 -26 -28 -1 -24
right_child=1 8 3 4 5 -7 -8 -9 11 -11 -12 12 13 14 15 17 -18 18 19 20 21 22 29 -25 26 -27 27 -29 -30 -31
leaf_value=-0.10442324673082413 0.03680003950531946 -0.068934471349538826 -0.072440500832675045 -0.015950124506406056 -0.14465952720280614 0.031938798216782964 -0.0055779655083365593 0.042122720489649726 0.02875075682634173 0.010892777150026414 -0.019403534695320839 0.024838748062885063 -0.10255372924670061 -0.027984848846962569 0.011685054337619091 -0.049460591890914979 -0.015442947459157348 0.072730574935836956 0.030359607179029458 -0.074400818864633012 0.029572259997722034 -0.092715723459791191 -0.012805162366778207 0.043754534217242264 0.10259457960728519 -0.17292143955436945 -0.064569743917071348 0.0038579777105719297 0.036418901952954018 0.00052964197173256515
leaf_weight=0.11045426910823763 3.2349648252129546 2.0067789778113347 1.6516344808042029 2.2335229581512976 0.81693792290752776 0.85918346792459477 0.60779604245908558 2.1266066608950496 2.8298367615789166 5.7770730117335916 2.6741211877088062 4.618648372590541 0.99803121481090684 4.1787249782355493 4.2739160116761905 1.9372784327715624 4.7708982657641164 1.2371178241446603 3.7939284220337859 1.8245002571493376 3.9072263874113551 1.0047969501465548 9.0055012889206392 4.7381127960979939 0.45966183405835437 0.2365432017177227 0.49983772973064589 18.782013565135458 0.52144247356028472 141.64590811452953
leaf_count=71 18 18 14 34 30 9 19 11 13 34 24 31 16 36 29 19 36 22 35 35 22 10 60 26 11 57 17 672 55 3149
internal_value=8.06744e-06 0.000527265 -0.00366436 -0.0192653 -0.00604652 -0.0412129 -0.0853269 0.0123743 -5.58765e-05 -0.0121721 -0.0406383 0.000608351 0.000184595 -0.000436567 0.000122435 0.000781766 0.0133192 -0.000269628 0.000317105 -0.000238689 -0.000976279 -0.000115131 -0.000879989 0.0285457 0.00261514 -0.0385139 0.00442443 0.00208415 0.0118 -0.000267474
internal_weight=233.363 204.457 28.9056 8.29568 6.64405 2.28392 1.42473 4.36013 201.222 10.458 4.6809 190.764 187.935 183.316 182.318 178.139 13.7829 164.356 162.419 161.182 157.388 155.563 151.656 9.01203 20.61 0.86844 19.7415 19.2819 0.631897 150.651
internal_count=4633 3633 1000 117 103 58 49 45 3615 76 42 3539 3526 3495 3479 3443 91 3352 3333 3311 3276 3241 3219 55 883 183 700 689 126 3209
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 1 2 2 2 2 0 2 2 1 0 2 0 2 2 1 1 2 1 0 1 2 2 0 0
split_gain=0.0364498 0.356815 0.233578 0.529535 0.473062 0.364152 0.605918 0.1891 0.15705 0.87367 0.817459 0.58538 2.21677 1.03197 0.983714 0.783863 0.412295 1.42771 0.352047 0.427554 1.3681 0.436806 0.56858 0.400774 0.703573 0.382736 0.361544 0.413308 0.349792 0.419926
threshold=0.47736594710000008 0.47757552170000012 0.47642286160000008 0.34506451900000007 0.34524415440000006 41.685324604100011 0.34584293880000011 41.976795488650005 42.759119507950011 42.783136484500005 42.686561923500008 0.48149755995000004 43.022303514600004 42.91168285345001 0.34542378970000004 0.50386215985000016 43.084051236300006 0.48271009850000007 43.157831852650006 43.930205408700004 0.3465914194000001 0.35585760905000008 44.026978245600006 0.34545372890000009 0.48911709230000006 0.40896979130000005 44.202975721700007 44.908704241950012 0.53499895210000015 0.54191491270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 -5 -6 -7 -4 10 -10 -3 13 15 -11 -15 -13 -14 -18 -19 23 -21 -22 25 -20 -25 -23 -24 -28 -26 -30
right_child=1 8 3 4 5 6 -8 -9 9 11 -12 12 16 14 -16 -17 17 18 19 20 21 22 26 24 28 -27 27 -29 29 -31
leaf_value=0.0023659172343101879 0.033705684457895423 -0.00063783419544921442 -0.075910359539311301 0.038731320457137224 0.028594317709062223 -0.091049511244583395 0.017980627148866082 -0.026138827310364612 0.080799785209783384 0.081305340390997738 -0.064260187509046454 -0.14234792276387803 0.056265699264865632 -0.043933970199137667 0.032714192440383927 -0.02689739431470034 -0.1804100767744885 -0.040667598151952755 0.062074585693662067 -0.18309961543889217 0.087707989940511766 -0.17216744905582956 0.053049343055269219 -0.064496217334481729 0.037880753886129041 -0.0046550469038829766 -0.081117200054221822 0.00044145703649233771 -0.038891946255234011 0.028728130610786513
leaf_weight=20.547282736861579 3.1816744431853285 158.4822338812977 1.4996615126728996 2.0838650651276112 0.94166229292750392 1.2396011843229646 0.86565182777121652 1.5547729854879433 1.4853375499151287 2.3704726770520193 2.0455778895411632 1.453349090181294 1.4243350685064822 2.6037080879905261 4.6914769024588168 0.98781391248303396 0.42665447294712322 1.6422265862493102 1.9323908239603067 0.42347180377691884 0.54097077623009582 0.32729506120085616 1.1800533867644833 1.0652416348457325 5.3138345281477068 0.23385334206977859 0.67466413112560797 7.8622420371284534 1.6907031759619715 2.0104244516569452
leaf_count=883 18 2390 12 11 7 44 13 30 11 9 26 24 13 25 40 39 4 31 6 5 8 3 18 7 77 122 54 631 15 57
internal_value=9.88158e-06 0.000479441 -0.0033248 -0.0176102 0.00201469 -0.0230968 -0.0462178 -0.0505756 -4.68494e-05 0.00553102 -0.00144856 0.00265368 -0.00440945 0.0239838 0.00535787 -0.095631 0.0039158 0.000971409 0.00407966 0.00723961 -0.00677633 0.000125181 -0.00448459 0.0203571 0.0123598 -0.102358 0.00116755 -0.00600405 0.0214414 -0.00216123
internal_weight=232.783 204.05 28.7325 8.18521 5.13078 3.04692 2.10525 3.05443 200.868 40.3405 160.528 38.8552 29.1895 9.66566 7.29518 2.44116 26.7484 25.324 24.8974 23.2551 11.2426 10.8191 10.2781 12.0126 10.0802 0.561148 9.71696 8.53691 9.01496 3.70113
internal_count=4633 3633 1000 117 75 64 57 42 3615 1199 2416 1188 1114 74 65 63 1051 1038 1034 1003 841 836 828 162 156 125 703 685 149 72
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 1 0 1 1 2 2 2 2 1 2 0 2 0 0 0 0 2 1 0 1 2 2 2 2 1
split_gain=0.0365769 0.701728 0.749259 0.580029 0.542968 0.722535 0.377206 1.3511 0.536228 0.413635 0.447907 0.280517 0.279592 1.02043 0.701492 1.74105 0.670736 0.540449 0.808243 1.47104 0.938979 0.921324 0.571648 0.606443 0.994813 0.654796 0.402463 1.55729 0.547119 1.67019
threshold=0.41808628485000005 0.53998383280000006 0.41917906650000009 0.4172030777500001 39.788107623550012 0.42111014640000005 0.53998383280000006 0.40651477500000005 0.41625999220000004 37.765550062200006 47.74983977685001 48.109449608500007 40.806664626150003 0.42111014640000005 40.003678352300007 0.55688452445000014 39.955516828000007 0.54088200950000009 0.54353163080000011 0.54585192060000021 0.54695967185000016 39.476991512000005 0.42111014640000005 0.5485614203000001 0.43967246490000006 39.354247760400007 40.890797847750008 41.087689990200012 41.319407281650008 0.42473279245000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 6 -2 -6 8 9 -1 -8 -11 -12 14 -14 16 -16 17 -4 -19 -20 -21 22 -22 -24 -25 -26 -15 -28 -29 -30
right_child=1 2 12 -5 5 -7 7 -9 -10 10 11 -13 13 26 15 -17 -18 18 19 20 21 -23 23 24 25 -27 27 28 29 -31
leaf_value=0.00023375749224135083 -0.14058279461207374 -0.081520276615794973 0.11033407092161407 0.047409314933150259 0.0086087968266432644 -0.11370783858483786 0.034167646876906425 -0.12036335952110361 0.060713883647488504 -0.066932688079129957 0.094356659645587426 -0.035708707869164892 0.078738038069064417 0.041359095871267813 -0.091347036761559516 0.017670697907486918 0.11461366465691863 -0.065203158987853074 0.078105717763890581 -0.18549250950192353 -0.13150825797810958 -0.1286436167459665 0.11170611618057076 -0.098693814778353858 0.0036693439091021055 0.10558640942085609 -0.13898155666330933 0.046894213899748211 -0.14574721775100391 0.0048834747340628405
leaf_weight=175.88433922710806 0.54517086502164547 1.0839851188939054 0.4417421370744713 2.6144451608415684 1.555097234901041 0.70046163956726548 1.9449305449961678 1.1855372116597207 1.4782868698239315 1.2397758961888028 0.36126048490405072 0.30650638484439696 1.9701138598029526 2.5127260977606083 2.8435972444713107 3.0215329707511955 0.54941028356552202 1.7450713082216669 2.3380011464469117 0.30073079466819752 0.29608010905940307 0.5612008688226523 0.54389971494674672 0.85328923522536104 4.6216649974984989 0.72996035523829039 0.78687845304921467 2.6325418742553692 0.7725422348848977 15.606544946131178
leaf_count=2634 14 16 2 17 12 110 13 59 4 28 8 44 28 27 23 115 2 13 12 3 7 44 2 86 452 7 31 30 22 768
internal_value=8.85817e-06 -0.0024819 0.000593109 0.000641759 -0.0510232 -0.0293765 -2.85847e-05 -0.0270108 0.000737849 0.00171696 -0.0313698 0.0346564 0.00265698 0.00975047 -0.00648225 -0.0351845 0.00648607 0.00170742 -0.0022947 0.00842093 -0.0121844 -0.00533217 0.0044909 0.0104574 0.00158229 0.0175708 0.00365877 -0.00112596 0.00457979 -0.00222123
internal_weight=232.027 47.0122 44.2115 185.015 2.80073 2.25556 182.401 5.03801 177.363 3.85247 1.90754 0.667767 43.1275 24.2813 18.8462 5.86513 12.9811 12.4316 11.9899 10.2448 7.90683 7.6061 7.04489 6.74881 6.20491 5.35163 22.3112 19.7985 19.0116 16.3791
internal_count=4633 1826 1690 2807 136 122 2790 152 2638 93 80 52 1674 906 768 138 630 628 626 613 601 598 554 547 545 459 878 851 820 790
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 1 0 1 1 0 0 1 1 2 0 1 1 1 1 0 0 1 1 2 2 1 2 0 2 0
split_gain=0.0367028 0.0517665 0.0881359 0.107882 0.0802298 0.043028 0.0349279 0.0705518 0.0620952 0.0999183 0.0609136 0.0462742 0.0763658 0.0342452 0.0333197 0.274946 0.0613178 0.163113 0.107611 0.0807937 0.335686 0.0552567 0.102216 0.049964 0.0395506 0.116458 0.369974 0.310748 0.166873 0.0823965
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.5116313883000001 0.34007963835000005 0.33894194785000004 0.51484985480000012 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.54413041525000005 0.43540612555000008 0.43643902880000007 33.96174662340001 0.61311038590000011 0.45824975300000009 0.50634711535000021 0.51869704500000013 0.5225142959500001 0.66011496660000013 0.63528038085000016 0.57854555250000017 0.58454836680000011 45.044778924400006 49.292797572200008 0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 0.39672464895000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 13 -5 -8 -9 -10 -11 -12 -13 -1 24 -16 19 -18 -19 20 23 -20 -23 -17 25 26 27 28 -2 -27
right_child=14 2 3 6 -6 -7 7 8 9 10 11 12 -14 -15 15 16 17 18 21 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.048981793410631358 -0.10173261333678037 0.10205456884318016 -0.10358154819528075 0.10058497203143607 -0.10223790468474854 0.10031007198012004 -0.030468899064011463 0.1022079918980251 -0.10261854092323142 0.067961039733288084 -0.10202807927844347 0.092131797958191777 -0.10087981864305409 0.064548550001194097 -0.11163727622627456 0.0090124100236749702 -0.11417733901147749 0.09378843625250334 -0.10064339545965893 0.052259576178655023 -0.10410187805572986 0.054105860159177059 -0.10329401129727481 0.0606087733911847 -0.013212202958779491 -0.021555458040462383 0.071005735972165876 -0.11181490591198362 0.083455086227052055 0.00015479418549648388
leaf_weight=0.085859901153184093 0.063544430765715587 0.13537418143823721 0.070141236181370914 0.057776601985096931 0.085799814466838598 0.044952314114198089 0.20369546068832278 0.11944508925080299 0.057003137422725558 0.25328855589032173 0.042291039553674636 0.058714205166324973 0.031494783269835125 0.038474958389997482 0.24744793728768799 0.48241676017641999 0.15680966467880342 0.10400575660787581 0.072598969082264375 0.35791783989407111 0.2488851148809772 0.12505625569610856 0.061571930833906663 0.30719081650022417 2.2331126956614744 1.7620231403125206 0.83242873346898705 0.2675505331462773 0.20771719270851463 222.04286211509498
leaf_count=62 132 8 6 4 43 11 10 2 5 4 29 2 197 3 16 45 115 10 165 12 27 11 100 19 237 24 12 43 13 3266
internal_value=7.33909e-06 0.0168652 0.0268601 0.0154719 -0.0234622 0.0164637 0.0256096 0.019954 0.038222 0.0209615 0.0392213 -0.0157179 0.0247454 -0.0138503 -8.69698e-05 -0.0124372 0.000371263 -0.0289398 0.00785775 0.0112871 -0.00283412 -0.0266189 0.00217687 0.0290856 3.05484e-05 0.000161879 0.0292156 -0.0353474 0.0400739 -1.61313e-05
internal_weight=230.857 1.28431 1.02922 0.89385 0.255087 0.169287 0.823709 0.765932 0.562237 0.442792 0.385789 0.1325 0.090209 0.124335 229.573 2.1639 1.91645 0.520043 0.363233 1.39641 1.03849 0.259227 0.186628 0.789608 227.409 225.176 1.37124 0.538812 0.271262 223.805
internal_count=4633 386 267 259 119 76 253 249 239 237 232 228 199 65 4247 520 504 401 286 103 91 276 111 64 3727 3490 200 188 145 3290
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 2 2 2 1 1 1 2 2 2 0 0 2 0 1 0 0 2 2 2 2 2 2 1 0
split_gain=0.0371791 0.227447 0.0646758 0.0554658 0.584184 0.320118 0.239695 0.168935 0.179617 0.231888 0.545469 0.161774 0.229492 0.11873 0.0800367 0.132721 0.0604413 0.0479933 0.0882703 0.166768 0.133323 0.10937 0.0466105 0.113463 0.043554 0.650014 1.56239 0.538838 1.15907 0.454464
threshold=0.48616807880000007 0.61400856260000014 0.68131193680000013 0.45736654595000009 0.56065686655000013 0.56300709560000006 38.911218973650008 39.032633164100012 41.772405911750006 0.46097422230000007 0.4690129038000001 0.4529056016000001 37.817254840650008 44.749265482150008 39.476991512000005 0.6052363701500002 0.58745247150000013 50.427417695700008 0.66505493850000008 0.57854555250000017 0.66011496660000013 0.65010029640000011 45.044778924400006 37.500638522700008 41.404176814550006 41.542492784600007 41.559097512700014 41.741384785950011 0.34530403280000005 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 17 11 -5 -6 -7 -8 14 -10 -11 24 -13 -12 -9 -16 -14 18 20 -20 21 22 23 -3 -1 29 -27 28 -28 -26
right_child=1 2 -4 4 5 6 7 8 9 10 13 12 16 -15 15 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0013648701672874753 -0.10208895988786658 0.047194287021134783 -0.10096223898907829 -0.12520138759257221 0.0806422858345993 -0.10551554418740271 0.097192333205599904 0.0068729024206278149 0.056059640959418081 -0.11543567497200816 0.00060487861215970616 0.0030465348967966027 -0.10374932611298633 0.060481569076376696 -0.10349239404181794 0.0032897251723166226 -0.042581196057362221 0.048532568808539601 -0.11649696171592726 0.032683087603070628 0.098362001125820914 -0.10339460012861668 0.034425032569237395 -0.10151139430059197 -0.0011155853494522945 0.11084779258730909 0.026473133032421516 0.00082079194537105528 -0.074408687303608778 -0.057409036192503107
leaf_weight=122.17346090848559 0.25350225461488562 0.10453365373257362 0.059549958514423795 0.29806288447070883 0.71763735264539708 0.17748972020046982 0.2261660089134242 0.28940175339812446 1.0832268550293522 0.34491721546510223 0.8030359949916599 0.78278122370511372 0.37086650697165169 0.56358368495421018 0.28369139680580702 0.19738336966838688 0.28620629986835411 0.21727401005409763 0.16539962525013152 0.13700973395862093 0.15328691826766772 0.096781580209892581 0.34362455911468714 0.10077441005887522 2.4776837800036438 1.2673034295439709 1.9061496622957737 88.49199814251682 2.829427698336076 3.4049314145231619
leaf_count=1602 197 55 179 12 7 113 4 14 19 73 28 15 46 22 40 17 11 23 43 20 12 64 17 140 18 16 20 1704 58 44
internal_value=5.66573e-06 -0.0150355 0.000976436 0.000112853 0.0105461 0.0191796 0.00806619 0.0133834 0.00806683 0.019852 -0.00306367 -0.000119323 -0.0335308 0.0252976 -0.0346818 -0.05968 -0.0771058 0.00557985 -0.00289339 -0.0489094 0.0145229 -0.00537973 0.0119011 -0.0257971 9.68411e-05 -0.00144653 0.00056129 -0.000937906 -0.0338021 -0.0336989
internal_weight=230.607 1.63174 1.37823 228.975 4.9846 4.68653 3.9689 3.79141 3.56524 2.79476 1.71154 223.991 1.43985 1.36662 0.770477 0.481075 0.657073 1.31868 1.10141 0.302409 0.799001 0.645714 0.548933 0.205308 222.551 100.377 94.4949 93.2276 4.73558 5.88262
internal_count=4633 750 553 3883 349 337 330 217 213 142 123 3534 72 50 71 57 57 374 351 63 288 276 212 195 3462 1860 1798 1782 78 62
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 2 2 0 0 0 1 2 0 0 2 1 0 1 2 0 2 1 1 2 0 2 1 0 0 0
split_gain=0.0359064 0.240678 0.0604293 0.0447788 0.14511 0.0997872 0.0955729 0.0830415 0.0650884 0.0811905 0.0845188 0.206736 0.0574323 0.0378954 0.30839 0.0541044 0.196395 0.162926 0.159224 0.284429 0.189224 0.316808 0.0879738 0.15656 0.132135 0.0724499 0.236458 0.437892 0.659682 0.0563539
threshold=0.61311038590000011 0.45824975300000009 0.58454836680000011 43.477771593600004 40.767054867700004 40.722669576350008 37.345948426100009 0.62376874945000005 0.6310290111500001 0.66011496660000013 0.50491003265000012 48.393869453650005 0.61686775845000008 0.59336546810000013 42.498713093000006 0.46551001470000003 0.56685428580000019 0.45824975300000009 41.935569238650011 0.58035687555000015 41.772405911750006 0.46636328255000009 0.4529056016000001 37.817254840650008 0.58388970390000006 39.571921479100006 0.46097422230000007 0.56065686655000013 0.56579144335000009 0.57212358910000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 4 5 6 7 -3 12 -10 -11 -12 -5 15 -15 17 -17 22 20 -20 21 -18 29 -24 -25 -19 -27 -28 -29 -1
right_child=1 2 -4 8 -6 -7 -8 -9 9 10 11 -13 -14 14 -16 16 18 25 19 -21 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=0.00024268509452186904 -0.11021028850921979 0.094491727280674787 -0.10315267358351823 -0.017477620946232616 -0.10286809430378557 0.094331667053706492 -0.10123575302124757 -0.10088689815511726 -0.044712308143287201 0.052847985747378493 0.081380673514987498 -0.11238902349660147 0.066646865361712326 -0.10284329013257867 0.036283771610179608 -0.10609656886726676 0.068277432164149665 0.065895140507090624 0.033075209440211105 -0.10569885525554126 0.10737751603804546 -0.10402441414482318 0.0027415853620605217 -0.10331335749196141 0.00083712496426831566 0.066728836043358705 -0.12384949363652141 0.10790418557832329 -0.11242669629712704 -0.013401354326846863
leaf_weight=219.03166739486323 0.22729975083547005 0.075723478410509304 0.056021198564792374 0.11031005888071355 0.15565527675335034 0.10569519829005003 0.091088503425908129 0.030522767638018422 0.30886129798454931 0.31622420414350927 0.098012810543878004 0.12564580676553305 0.30704506748588756 0.18504331906069538 1.146207717094512 0.22059864149195973 0.24278410057922861 0.42235192608131811 0.27626955509185791 0.31734157999017043 0.21457553200889379 0.19040179094713494 0.78206011090560312 0.35247718778555281 0.18614335497841239 0.60586927174881544 0.25792433321475983 0.39394792914390564 0.20744526202906854 3.069603420363932
leaf_count=3286 21 14 115 10 111 2 89 121 41 8 23 20 73 150 69 13 9 18 21 52 2 73 15 49 9 10 3 2 67 137
internal_value=5.39305e-06 -0.013308 -0.000939535 0.00238036 -0.0243894 0.0159221 -0.0260751 0.0383627 0.0120786 -0.00382088 0.0195727 -0.0274743 0.0444121 0.000122598 0.0169452 2.38417e-05 -0.0191515 0.000148265 -0.00370086 -0.0411127 0.0305835 -0.00745583 -9.89017e-05 -0.0258319 -0.0673197 0.0294046 0.0188859 -0.0148461 0.031903 5.41144e-05
internal_weight=230.111 2.00811 1.78081 1.72478 0.458685 0.30303 0.197335 0.106246 1.2661 0.848744 0.539883 0.223659 0.417355 228.103 1.33125 226.771 1.46197 225.309 1.24137 0.593611 0.647761 0.433186 223.422 1.32068 0.538621 1.88754 1.46519 0.859318 0.601393 222.101
internal_count=4633 648 627 512 337 226 224 135 175 92 51 43 83 3985 219 3766 170 3596 157 73 84 82 3496 73 58 100 82 72 69 3423
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 2 1 1 2 0 2 2 1 2 2 2 2 0 2 0 2 1 2 0 0 2 2 0 0
split_gain=0.0335646 0.290683 0.202476 0.470273 0.440845 0.569645 0.188494 0.138104 0.494817 0.651495 0.388354 0.382292 0.345145 0.182191 0.197293 0.129124 0.73103 0.667529 0.474765 1.9164 0.717503 0.57057 0.452547 0.338446 1.21935 0.312375 1.37407 1.37864 2.18245 0.729303
threshold=0.47736594710000008 0.47757552170000012 0.47642286160000008 0.34506451900000007 0.47709649410000005 0.34524415440000006 41.976795488650005 0.3447651268000001 0.34548366815000003 43.968221017800005 0.47396784530000008 42.206017975500011 44.749265482150008 0.3584174126500001 50.189067467950004 42.759119507950011 42.783136484500005 42.686561923500008 0.48149755995000004 43.022303514600004 0.50386215985000016 43.067541470150012 0.34554354660000003 43.084051236300006 0.48271009850000007 0.48458129995000004 42.206017975500011 42.546237522150008 0.48265022005000008 0.48847339900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 6 5 -5 -4 10 9 -9 -1 -10 -13 -14 -15 17 -17 25 21 20 -20 -18 -23 -21 -25 26 -3 -28 -29 -27
right_child=1 15 3 4 -6 -7 -8 8 11 -11 -12 12 13 14 -16 16 18 -19 19 23 -22 22 -24 24 -26 29 27 28 -30 -31
leaf_value=-0.0026440289263079701 0.030687096847656782 -0.0028265332142680781 -0.073751828295264887 0.10831661149267745 -0.019396898394920842 -0.0073697742604814645 -0.023684116528278454 -0.10917269615951136 0.040248996162183047 0.053566939710188999 0.032913442725283952 -0.11028471701000682 0.1059743169290077 -0.11011298739984665 0.10234491501668355 0.07509660900806682 0.0556543232036463 -0.058440491891778926 -0.13802261673793101 0.051788542945675087 -0.025334208505546602 -0.029213503400842555 0.025674066241278257 -0.17048122275291044 0.0039167235710429625 0.031325137279341324 -0.1343901686301657 -0.134721651854458 0.11088418831662146 8.73980002745495e-05
leaf_weight=12.862977672518904 3.1313988901674739 44.644591515650959 1.4569915421307071 0.75277055986225583 3.2986248740926385 0.97944124497007579 1.5538710417604304 0.92910136638243945 1.5467376285427579 0.33457870781421661 4.0351923702983177 0.39964580325613486 0.15638430416584015 0.13014345546253026 0.065811187028884888 1.4380559611163324 3.2627020990475994 2.017752969521097 1.355526910163465 1.3872247563922453 0.96887750732230404 2.4724948695948115 3.8276170957833529 0.40768943727016704 24.108984345856925 8.071050038590327 1.6452064728946418 0.66384590929374077 0.7951691709458828 101.02164965999681
leaf_count=521 18 294 12 4 29 42 30 153 73 2 30 41 1 61 1 11 23 26 24 13 39 24 27 4 1034 60 33 17 57 1929
internal_value=2.40199e-06 0.000457331 -0.0032093 -0.0166534 0.00205457 0.0429043 -0.0479125 0.00207469 -0.0158187 -0.0660849 0.0058469 0.0118142 -0.0466727 0.0254802 -0.0387592 -2.05435e-05 0.00511724 -0.00128928 0.00245433 -0.00406939 -0.0910509 0.0217116 0.0041333 0.00373562 0.00101665 -0.000554036 -0.00729969 -0.0716322 -0.000865467 0.00239847
internal_weight=229.722 201.22 28.5023 8.0417 5.03084 1.73221 3.01086 20.4606 3.5624 1.26368 16.8982 2.29872 0.751985 0.352339 0.195955 198.088 39.2292 158.859 37.7911 28.2283 2.3244 9.56281 6.30011 25.9039 24.5167 156.842 47.7488 3.10422 1.45902 109.093
internal_count=4633 3633 1000 117 75 46 42 883 332 155 551 177 104 63 62 3615 1199 2416 1188 1114 63 74 51 1051 1038 2390 401 107 74 1989
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 0 0 2 0 2 1 0 0 1 1 1 0 0 2 1 1 0 1 0 0 2 1 1 1
split_gain=0.0330413 0.200388 0.0569748 0.0424505 0.259755 0.173689 0.259413 0.181044 0.0843214 0.073066 0.263024 0.259284 0.116399 0.42029 0.0381613 0.212422 0.264493 0.0755691 1.66015 0.339187 0.385718 0.483692 0.225241 0.44685 0.631988 0.356826 0.767222 1.21644 0.210521 0.227867
threshold=0.48616807880000007 0.61400856260000014 0.58454836680000011 0.59930840395000018 0.45824975300000009 0.45932756505000005 0.60710757165000018 0.61311038590000011 41.11191809080001 0.58388970390000006 47.309807198350008 0.45932756505000005 0.58887458460000019 0.59751205050000011 0.46280051495000007 0.46636328255000009 0.48522499325000007 0.56065686655000013 0.56300709560000006 42.844429421150004 0.44844465735000011 0.45051046375000009 0.55484865720000009 0.43967246490000006 0.55688452445000014 0.55131582885000008 42.91168285345001 0.42663393310000008 0.43349001525000008 0.42111014640000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 -5 -6 -7 -8 -9 14 11 -11 -13 -14 17 -16 -17 22 -19 -20 -21 -22 25 24 -24 28 27 -27 29 -1
right_child=1 2 -4 4 5 6 7 8 -10 10 -12 12 13 -15 15 16 -18 18 19 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00066224763349762234 -0.10173516117258213 0.0050242189446456677 -0.10285909650005637 -0.10812052211827666 0.086758279625157059 -0.11053552528230921 0.094423748875566704 0.034929324052061429 -0.066538382332055127 -0.05232735702880742 0.078100532853480273 0.073681940921479755 -0.10421503724350756 0.1069489158920838 0.036921829882178119 -0.10427292551380363 0.0355256112335125 -0.13435653945239209 0.0080999062235407662 -0.11055592106368006 0.042120107884863464 -0.11556407931491185 0.033504682607036956 0.050071981716442948 -0.056351867669765743 0.020245063979527817 0.047663233393750747 -0.15963777503696797 0.036949138870539279 -0.01682182417581014
leaf_weight=191.18889408470989 0.22528431644104685 1.2096380036574883 0.051017000702330395 0.25563903441906066 0.20572208064004371 0.21252805532276398 0.20327615262885956 0.13875686370693074 0.1998716178786708 0.61098897088345328 0.54917818422472908 0.38609202703628398 0.19935460274700745 0.17878802071527389 1.2665706615607621 0.28485297988891023 0.25783178210258484 0.95639886106073291 11.325988868749844 0.53612592787976499 0.66204416006803513 0.27547854458680376 1.8036360169153334 2.6521736168360803 1.3828355354380617 0.67655121651478045 0.68594543870040059 0.84605805369938025 1.5524066026077878 7.75654484113329
leaf_count=2802 197 438 115 43 6 24 12 36 21 40 16 11 41 3 22 62 8 27 213 65 2 70 39 22 50 13 23 31 75 106
internal_value=-2.40382e-06 -0.0148656 0.000658327 9.47834e-05 -0.018541 0.00530939 -0.0169005 0.019822 -0.0249608 0.000195021 0.0195973 -0.0037652 0.0350592 -0.0043755 2.84165e-05 0.0144929 -0.0378541 -8.93061e-05 -0.00726815 0.00222799 -0.0429016 -0.00421329 0.000384224 0.0197485 -0.00549043 -0.000173534 -0.0401492 -0.0797092 0.000266812 -1.94266e-05
internal_weight=228.736 1.48594 1.26066 227.251 1.21579 0.960155 0.754433 0.541905 0.338628 226.035 1.9244 1.37522 0.764235 0.378143 224.11 1.80926 0.542685 222.301 13.756 12.7996 1.47365 0.937523 208.545 5.83865 3.18647 202.706 2.20855 1.52261 200.498 198.945
internal_count=4633 750 553 3883 142 99 93 69 57 3741 111 95 55 44 3630 92 70 3538 377 350 137 72 3161 111 89 3050 67 44 2983 2908
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 0 2 0 2 1 0 0 2 0 2 1 2 2 1 0 0 1 1 0 1 0 1 2 2 1
split_gain=0.0340666 0.399204 0.829257 0.482778 1.06712 0.351304 0.30174 1.10761 0.383932 0.426357 0.221672 0.306758 0.866089 0.345628 0.412428 0.229302 1.48682 0.600075 0.329998 0.640886 1.07955 0.472016 0.775069 0.473509 0.339285 0.728521 0.252742 0.966776 0.921463 0.6416
threshold=0.36880632320000012 0.35585760905000008 0.35696536035000009 0.35210023650000005 41.037275035300006 0.50386215985000016 38.621016321050007 0.47820424540000012 36.257608591500009 0.36510882910000009 0.48149755995000004 0.50101793360000013 39.955516828000007 0.5054040298000001 40.371455563000005 0.37644082515000005 39.852039223600009 42.243697547450004 0.38045268105000002 0.5195503128500002 0.51484985480000012 0.38906020780000011 0.38723391515000005 0.52252926560000013 0.39078171310000004 0.52401125715000008 0.39563186730000005 41.404176814550006 38.238138001450004 0.39995808510000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 8 -8 9 -4 -2 12 -12 14 -13 16 -15 -18 -17 20 -20 22 -21 -23 -25 -26 27 28 -27 -28
right_child=10 2 5 4 -6 -7 7 -9 -10 -11 11 13 -14 15 -16 18 17 -19 19 21 -22 23 -24 24 25 26 29 -29 -30 -31
leaf_value=2.2758941720621829e-06 0.071972553715655072 -0.096624103524935001 0.016446375640211088 0.099096791720952496 -0.039611551261515388 -0.045493749714839958 0.033631166521155602 -0.076835249842207298 0.027396513232149106 -0.054226973746447193 0.047148300902108684 -0.0072777397623342054 -0.11754401313595471 0.034410356586837082 0.065140893485070364 0.033603936966709179 -0.15110767097052125 -0.019424476875344265 0.016881770275257058 -0.016178573899211939 -0.10985498370624219 -0.036313429146618788 0.06039634448094934 0.02563648402918809 -0.11051279227643573 -0.0087655845891203826 -0.044473194591902437 -0.038015361255743479 0.081760241080294713 0.0010870067108517268
leaf_weight=111.37888490928009 0.44289793816278589 1.1860286318430429 1.8088275678690009 1.4448434158985031 0.90019373036921013 2.2710279161692588 1.6733701988778196 1.9836175125092266 4.5609247450483963 1.6164355616783721 0.55795781256165244 1.380013216286897 0.74655983130651293 1.8469480127096169 1.8282353236500055 3.1031884932890526 0.90125111467204966 0.56175121694104746 1.3201698313205263 2.1832134316791771 1.369156504897546 3.4398151026159658 3.350074808113277 5.4593404233455649 0.59404429880305443 1.9129388536675822 3.2582139775040551 2.0497123865898175 2.7278968876926228 60.213154990914092
leaf_count=1512 13 16 37 30 20 37 112 39 35 15 7 15 43 19 35 40 37 15 31 25 25 38 24 41 28 27 227 92 29 1969
internal_value=-8.03791e-06 -0.00108076 -0.0163576 0.000947688 0.0458506 -0.00951576 -0.00249817 -0.0262879 0.00839546 -0.0169055 0.00138438 0.00106796 -0.0471031 0.00171248 0.0339904 0.000614228 -0.0252401 -0.100545 0.00155483 0.000423091 -0.0476409 0.00194043 0.030183 -2.1453e-05 0.00161651 -0.000236809 0.000696872 0.019183 0.0444458 -0.00125176
internal_weight=228.071 128.824 15.1002 113.724 2.34504 13.9142 11.6432 3.65699 7.98619 3.42526 99.2465 98.8036 1.30452 97.4991 3.20825 94.2909 3.30995 1.463 90.9809 87.8777 2.68933 85.1884 5.53329 79.6551 76.2153 70.756 70.1619 6.69055 4.64084 63.4714
internal_count=4633 1853 291 1562 50 275 238 151 87 52 2780 2767 50 2717 50 2667 71 52 2596 2556 56 2500 49 2451 2413 2372 2344 148 56 2196
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 1 0 2 0 0 0 0 0 2 0 2 2 1 2 0 0 0 2 1 0 0 0 2 0 0
split_gain=0.0764427 0.119371 0.0411089 0.0522562 0.24444 0.256963 0.247344 0.426953 0.321196 0.226091 0.527603 0.307199 0.331538 0.313752 0.196037 0.20152 0.268256 0.379286 0.18714 0.168839 0.386029 0.497983 0.168012 0.188973 0.517562 0.283347 0.158436 0.152792 1.89112 0.686012
threshold=0.39587138110000003 0.3733870243500001 34.823977857500005 38.060777288450005 0.50218556330000019 0.36551300860000008 0.52863686715000002 37.140760352250005 0.5195503128500002 0.5296248615500001 0.54191491270000014 0.54284302865000023 0.54585192060000021 37.572218886150004 0.4995209724000001 37.688226470200007 36.165040341950011 0.36265381275000008 36.859113051050009 0.47787491390000009 0.47396784530000008 0.45995628875000011 38.324118171300007 0.34422622080000004 0.48458129995000004 0.52769378160000013 0.55980359870000018 38.751720283100006 0.53866650695000018 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 14 7 8 -6 -8 -11 -12 -13 18 15 16 17 -4 -14 20 21 -18 23 -5 -25 -26 -15 28 29 -24
right_child=2 -3 3 22 6 -7 9 -9 -10 10 11 12 13 26 -16 -17 19 -19 -20 -21 -22 -23 27 24 25 -27 -28 -29 -30 -31
leaf_value=0.016178025219110055 0.018428783303961083 -0.11072339220449195 0.035377249989742267 -0.010538082088562516 -0.03267538861807625 0.031806671228036966 0.04144125246881001 -0.056730244598459503 0.015275587560743837 -0.079082319543389581 0.064440408279695258 -0.063223166135027847 -0.0010452910442122322 0.077598414916524708 -0.04133013971696449 -0.029810939223116013 0.052770297961944261 -0.063759348980886574 -0.081653739466211517 0.060551042304512248 0.088686154040246434 -0.17169625078768924 -0.023322305536864055 0.10303818011243027 -0.037630394508555265 0.040117054090653158 0.011401885059685091 0.00059972697411145531 0.028719604905085395 -0.12390669476864682
leaf_weight=0.14071009936742385 1.2122399378016258 0.15664482738304741 0.76619051039597452 1.3103836298178055 2.7316488014184852 3.1044988925568759 1.1961229741573323 2.6751810501154978 2.8589847641997039 0.84669848607154552 0.77052798494696606 0.77330443426035378 1.1472302562422103 0.70504045463167109 1.1220699772238729 1.2351543586119076 0.18985220800459535 0.77757973223924637 0.38454762848414237 1.3869506595656274 0.28403186611831188 0.20615984126925468 1.2291530901857179 0.80419706553220782 0.80722006072755892 1.1179572208638999 0.74216503608568019 191.04335573646927 4.0542906209720968 1.5123560366919262
leaf_count=18 349 170 34 15 23 23 7 31 39 34 3 12 108 12 6 19 43 8 50 18 4 3 14 7 10 39 36 3424 44 30
internal_value=-3.44126e-06 -0.0506729 6.29338e-05 -3.56734e-05 -0.00445681 0.00847262 -0.0123658 -0.0238753 -0.00815382 0.00212401 -0.00663437 0.00692833 -0.00488171 0.010263 -0.00366556 0.00505566 0.0169827 -0.0145567 -0.0212818 0.0405384 -0.000277365 -0.0640847 0.000487822 0.0206763 0.0356624 0.00751782 0.0436511 7.55854e-05 -0.0146591 -0.0788098
internal_weight=227.292 0.297355 226.995 225.783 23.9039 9.07249 14.8315 8.26581 5.59063 6.56564 5.36951 4.52282 3.75229 2.97898 5.96799 4.84592 3.61076 1.54377 1.53178 2.06699 0.680044 0.396012 201.879 4.03976 2.72937 1.92518 1.44721 197.839 6.7958 2.74151
internal_count=4633 188 4445 4096 513 158 355 93 62 262 255 221 218 206 135 129 110 42 158 68 50 46 3583 71 56 49 48 3512 88 44
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 0 2 1 2 2 2 2 2 2 0 1 1 1 2 2 2 2 0 2 2 0 0 0 1 1
split_gain=0.0331132 0.236411 0.184636 0.897483 0.557127 0.341702 0.408306 0.463358 0.336201 0.743332 0.370245 0.95082 0.32077 1.11623 0.459013 0.369888 0.952589 0.285137 0.284112 0.2887 1.25879 0.377335 0.932372 0.259132 0.341097 0.226728 0.224203 0.142839 0.399484 0.140479
threshold=0.47736594710000008 0.47757552170000012 41.16018805045001 40.806664626150003 0.47697673720000006 0.47396784530000008 39.525197829750006 0.32467590790000006 42.759119507950011 43.564719632750005 43.022303514600004 43.067541470150012 38.983591653800012 38.110427674550003 0.47076434840000009 0.34269932035000011 0.34007963835000005 0.33400197600000009 42.546237522150008 41.559097512700014 41.741384785950011 41.808689985400001 0.47500074850000013 44.131787411600008 44.952171034750002 0.47697673720000006 0.47568935060000012 0.47076434840000009 0.3621298763500001 0.34482500525000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 12 -8 18 10 -10 -12 13 14 15 16 17 -1 19 -4 -21 -22 27 26 -25 -24 -11 28 -23 -3
right_child=1 29 8 -5 -6 -7 7 -9 9 23 11 -13 -14 -15 -16 -17 -18 -19 -20 20 21 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.037407788537920511 0.027911946363913094 -0.011292499224720629 0.030911580132268107 -0.15213050347878521 -0.083485742335522611 0.035460215407238323 0.030009562495055771 -0.12545063872261294 -0.14908435353659641 0.070436029814411855 0.071222331465967306 -0.11844217779517768 0.054656740316181757 -0.14115161249027086 0.11716262707944679 0.037704920521801993 -0.19610535934721016 0.08302926298714261 0.055073381851296205 -0.13332896274506137 0.06234415569008675 -0.071522386616303002 -0.12144934808965578 -0.072214977191999805 0.00036007352518802548 -0.03179574354640332 -0.011650270841922307 0.072872604514523875 0.10137709854784918 0.00065479659216003761
leaf_weight=0.47685159609600025 3.0868390500545493 10.393829573673427 3.2055208999236147 0.45595996897986868 0.86531296372413624 2.0866812891326845 0.28424588381312776 0.5890228698408464 0.46031751781504127 0.89864199549492496 0.44172361010987493 0.65812502092546765 0.86201242639799591 0.56759856441203727 0.36797438491703349 1.0981038397843574 0.30081644236224747 0.33445083365950268 1.5550002663576377 0.68261613920139996 1.1394130326807501 0.29342036861294241 0.53851107251830377 0.71343666750658474 7.017117755356594 0.59236813709139824 0.5283754535485059 0.86093547567725182 0.24539055256173015 185.28205565638609
leaf_count=113 18 76 31 34 9 25 6 87 36 43 7 90 9 18 3 76 5 17 20 20 8 55 33 37 188 9 11 6 4 3539
internal_value=-1.0496e-06 0.000453352 -0.00321294 -0.0157464 -0.0078075 0.00159084 -0.0128885 -0.0748489 0.00202585 -0.0099805 -0.073784 -0.0422687 0.000612212 -0.0141971 0.0137524 -0.00346416 -0.0441144 0.0122411 0.0161462 0.00813739 -0.00863471 0.0145581 -0.00695762 0.000889638 -0.00633773 -0.0744877 0.0400423 0.0476011 0.00722119 2.01851e-05
internal_weight=226.883 198.763 28.1199 8.28903 7.83307 6.96776 4.88108 0.873269 19.8309 10.7177 1.56017 1.09985 4.00781 3.1458 2.5782 2.21022 1.11212 0.811302 9.11318 7.55818 4.35265 3.67004 2.53063 9.15757 7.73055 1.13088 1.42702 1.39975 0.538811 195.676
internal_count=4633 3633 1000 402 368 359 334 93 598 412 133 97 241 232 214 211 135 130 186 166 135 115 107 279 225 42 54 65 59 3615
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 1 0 1 1 2 2 2 2 0 0 0 2 0 2 1 0 0 0 2 2 0 0 0 0 2
split_gain=0.0341467 0.598187 0.611905 0.493434 0.642359 0.469068 0.334935 1.20497 0.420214 0.310369 0.38768 0.278095 2.35862 1.06565 0.608186 0.929083 0.675213 0.928673 0.610319 0.57154 0.706822 0.637224 0.959769 0.341105 0.339098 0.299528 0.251035 0.482958 0.470837 0.329954
threshold=0.41808628485000005 0.53998383280000006 0.41917906650000009 39.788107623550012 0.42111014640000005 0.4172030777500001 0.53998383280000006 0.40651477500000005 0.41625999220000004 37.765550062200006 47.74983977685001 40.574766824850009 40.371455563000005 0.54504356155000011 0.54191491270000014 0.54450465555000005 38.396531328800009 0.55877069550000014 38.911218973650008 0.42111014640000005 0.55688452445000014 0.55980359870000018 0.56685428580000019 40.00488309970001 38.621016321050007 0.56300709560000006 0.5541600551000001 0.55688452445000014 0.55980359870000018 41.16018805045001
decision_type=2 2 2 2 2 2 2 2 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 6 8 9 -1 -8 -11 12 14 -13 -4 -16 17 -17 24 -20 -21 -22 -23 -24 -18 -19 29 -28 -29 -15
right_child=1 2 11 4 -6 -7 7 -9 -10 10 -12 13 -14 26 15 16 18 25 19 20 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00027161120958040668 -0.13761178350153033 -0.073545183917351029 0.10226111543466659 0.0071944009293447219 -0.11225385212991552 0.043341272110282728 0.02980852655045757 -0.11871743876343817 0.05471879704563113 -0.060757943072590026 0.03512450794568673 0.055892563427206332 -0.19121070706476662 -0.053224948173164643 -0.061658391872223772 -0.13880827700112078 0.025276874437239541 0.090857091640835538 0.05290441453475897 -0.10926754709744763 0.087161779550124913 -0.090312542773680671 -0.0004085027653492712 0.086305675748809457 0.10335368227392859 -0.020224790496909919 0.049489394361587349 -0.12183964728090596 0.0016416039207740646 0.0019864046870672176
leaf_weight=172.88739636461548 0.50245524093044425 1.0885612973943342 0.56104998243972382 1.5422135954722764 0.63582811570495312 2.532244457572232 1.8658323365816607 1.0859905829020133 1.429208107292651 1.2281337953172622 0.6421961153828305 4.0395440568681833 0.67401558823257879 1.8690555393695856 2.3201282899826756 0.6814509318392078 1.0839141971155171 0.2998171675717457 1.8460955396294592 0.65192874986678351 0.73705893848091353 1.1554564288235272 1.9875030516750487 0.58779882494081892 1.1426928364217017 1.2752257164049607 2.1726114936172989 0.3153922283090641 14.759870452454832 2.5718510109290946
leaf_count=2634 14 16 5 12 110 17 13 59 4 28 52 38 19 14 17 42 25 11 11 18 6 32 97 36 16 393 16 15 833 30
internal_value=-5.15888e-06 -0.00248778 0.000447449 -0.0482831 -0.0276757 0.000602975 -1.15924e-06 -0.0259988 0.000718019 0.000951686 -0.0278358 0.00242488 -0.00839511 0.00873483 0.000203598 -0.00395495 0.00773865 -0.0412772 0.0197707 0.00520276 -0.0119977 0.00219562 -0.0145905 0.0193835 0.0653458 0.000920193 -4.83124e-05 0.00541074 -0.000941769 -0.0212505
internal_weight=226.173 44.5015 41.821 2.6805 2.17804 181.671 179.139 4.82215 174.317 3.73616 1.87033 40.7325 15.0041 25.7283 14.3301 13.7691 11.4489 2.25649 9.19245 6.96584 5.11975 4.46782 3.73076 2.5753 2.22661 1.57504 21.6888 17.2479 15.0753 4.44091
internal_count=4633 1826 1690 136 122 2807 2790 152 2638 93 80 1674 728 946 709 704 687 446 241 200 189 171 165 133 41 404 908 864 848 44
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 2 1 0 1 2 0 2 0 0 2 1 0 2 0 0 0 2 0 1 1 0 0 2 2 2
split_gain=0.034544 0.344105 1.03239 0.759505 0.645831 0.581749 0.45127 0.408734 0.553916 0.386605 0.336286 0.328124 0.961066 0.425696 0.277375 0.793509 0.268499 0.274072 0.623604 0.563958 0.354131 2.31412 1.62136 1.8388 0.668594 0.932337 0.248336 0.232526 0.193058 0.240035
threshold=38.751720283100006 0.54695967185000016 38.621016321050007 0.54284302865000023 38.396531328800009 37.995872310650007 0.42039160505000012 0.50913146310000013 0.36880632320000012 37.572218886150004 0.50386215985000016 37.140760352250005 0.52769378160000013 0.5206281249000001 39.032633164100012 0.40206880030000008 0.50291907430000016 37.041406607950009 0.50101793360000013 0.47787491390000009 0.50035927070000008 36.558960102350007 0.49877249185000011 0.36510882910000009 0.36476452800000009 0.49820364660000011 0.52401125715000008 39.117456157700005 35.476804824450006 35.119813570500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 7 8 10 -3 16 26 13 -13 15 -2 17 18 20 -19 21 22 23 24 25 28 -9 -16 29 -1
right_child=14 4 -4 -5 -6 -7 -8 11 -10 -11 -12 12 -14 -15 27 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.020142943780659818 0.044609858936139675 -0.03098274576569772 -0.098019284984716404 -0.0664871375689252 0.081168223976983811 -0.12715640020724736 0.060037161708099064 0.02143706917453727 0.064485712123160954 0.050175872163384198 -0.057606451550993226 -0.032921825765677447 0.010573861237293272 -0.10240135993323872 -0.031358714938933309 -0.030876058351920879 0.062508078571063608 -0.0070279799875727599 -0.11209706955604355 0.05810460946048223 0.034529909243464517 -0.16722840141712883 0.10776937568761978 -0.23072631834490953 0.10272509002926487 -0.27636229727546774 -0.023518060923372792 0.00021652225078288526 0.074929067187415974 -0.1097311135119389
leaf_weight=0.38206893720865254 4.4315963115659533 1.0640542123335164 1.1843198259593908 1.7640458058449429 1.3450958652538245 0.33408622390516018 1.2439136557513837 3.0639998643891868 1.6208078590352659 1.309015325090513 0.86726451665163118 1.8595621804706755 3.0741418548859656 1.6771729960455557 2.3626837336923918 2.0307053027772781 0.80873388051986772 3.2833613346811035 0.55754322744905938 2.2338237129151821 1.8687519823433829 0.82740931435910159 1.2767273504287002 0.39234507083892811 0.53008131682872761 0.1391182541847229 2.0515750867198221 181.14429054874034 0.25840824891201919 0.22677367259166203
leaf_count=124 31 381 13 22 28 47 14 39 23 36 5 18 33 27 34 38 3 54 6 26 8 20 10 3 7 1 57 3468 48 9
internal_value=-6.39437e-06 -0.00288172 -0.00644318 -0.00282892 0.0245324 -0.00360804 0.00114706 -0.00156609 0.00921492 0.0137854 0.00265319 -0.0156079 -0.0303227 -0.0658701 0.000527052 0.0208893 0.00674083 0.00297503 -0.0110059 0.0193432 -0.00145568 -0.0181304 0.0203547 -0.0375076 0.0118323 -0.0360433 0.00340804 -0.000190014 0.00250695 -0.0282308
internal_weight=225.213 35.2442 31.1919 30.0076 4.05225 2.70716 28.2436 26.9997 15.2732 2.37307 13.6524 11.7265 6.61088 3.53674 189.969 6.4623 12.7851 11.9764 6.45923 5.51719 5.90168 4.03293 3.20552 1.9288 1.53645 1.00637 5.11557 183.507 0.867251 0.608843
internal_count=4633 1062 570 557 492 464 535 521 347 417 324 174 78 45 3571 69 319 316 236 80 230 222 202 192 189 182 96 3502 181 133
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 0 1 0 1 2 1 2 2 1 0 0 1 1 1 0 0 0 1 1 1 2 2 2 1 2
split_gain=0.038729 0.334412 0.374237 0.239618 1.02873 0.422489 0.483245 0.482667 0.215064 0.894169 1.33911 1.27285 0.540451 0.281442 0.505278 0.877759 0.468034 0.71606 0.401911 0.84617 0.324551 0.303618 0.286019 0.610817 0.575386 0.521007 1.01733 0.774651 0.463448 0.400985
threshold=0.50291907430000016 0.5054040298000001 39.262923716450011 0.37043801085000005 0.50101793360000013 0.50101793360000013 0.37644082515000005 0.49688632075000011 0.37644082515000005 43.321682097200004 0.36510882910000009 39.852039223600009 41.257948413050009 0.38045268105000002 0.5195503128500002 0.51484985480000012 0.38906020780000011 0.38723391515000005 0.39019789825000006 0.5218855723000001 0.52252926560000013 0.52324780695000006 0.39394030120000006 0.39563186730000005 0.39995808510000008 43.61821939175001 43.663128814500006 36.558960102350007 0.40115565405000009 41.835830569250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -5 -8 9 10 -3 -12 -13 -10 15 -15 17 -16 -18 -20 -21 -22 -23 -24 25 27 -27 -25 -26 -30
right_child=1 8 -4 5 -6 -7 7 -9 13 -11 11 12 -14 14 16 -17 18 -19 19 20 21 22 23 24 28 26 -28 -29 29 -31
leaf_value=-0.00072928176549528611 -0.0013478746301075492 0.070331209602459824 0.062990534684725541 0.075741690931982825 -0.086386343427328524 0.10285625298580657 -0.12103230124735674 0.033381610168353712 0.031415624408416547 -0.10002158186640689 0.0097980085938567316 -0.052219661716147593 -0.18735993920421815 0.01561470008311016 -0.014163777948193863 -0.099946573239916958 -0.037181347971939761 0.059922732884513913 0.089757598186409826 -0.053005720254692593 0.034468544469474276 -0.026696434370546303 0.037943794484156829 0.02498388090473562 0.044494384961393844 0.12017293437858295 -0.076005148813062307 -0.10753209802085334 -0.0073324567996773107 0.01007024687555437
leaf_weight=122.33440657693922 1.780140217393636 1.755275718634947 1.8370693072210995 0.53946920111775287 1.4183442019857455 0.60690699449332886 0.41884055803893716 0.39178226991498377 3.0550590960774562 1.087429916107794 2.0289091058075432 0.58415665011852957 0.59976372146047652 1.3040193719789379 2.1754167475155546 1.3252739658819335 2.8153730924241236 3.2589487936347723 1.0661290352072672 1.1361366938019717 2.591955462263285 3.9014806007944562 4.2280307387482017 0.61362262535840262 2.3438657582737497 0.49351436365395762 0.56923974718665704 1.5693105957470832 35.715933586928287 21.039901128179054
leaf_count=1775 12 12 41 8 21 13 37 14 40 37 21 26 20 31 25 25 28 24 9 11 26 119 48 13 12 2 109 105 1080 889
internal_value=2.64966e-06 0.00148335 0.0313276 -0.00116198 -0.00171101 0.0335563 0.00240383 -0.0464025 0.000350086 -0.0178866 9.13379e-05 -0.038283 -0.120681 0.00158808 0.000530306 -0.042633 0.00188915 0.0302654 -8.57204e-05 0.00130181 3.08984e-05 0.000855579 -0.000380652 0.00116156 -0.00133287 -0.0423265 0.0150947 -0.0702819 0.000918453 -0.000881117
internal_weight=224.586 98.876 3.61721 125.71 123.753 1.957 1.35009 0.810623 95.2587 6.05554 4.96811 3.21283 1.18392 89.2032 86.1482 2.62929 83.5189 5.43437 78.0845 75.2691 74.203 73.0669 70.4749 66.5734 62.3454 3.24569 1.06275 2.18293 59.0997 56.7558
internal_count=4633 2765 53 1868 1796 72 59 51 2712 116 79 67 46 2596 2556 56 2500 49 2451 2423 2414 2403 2377 2258 2210 229 111 118 1981 1969
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 2 2 1 0 0 0 2 0 2 0 2 2 2 2 2 0 0 2 1 0 2 2 2 0
split_gain=0.0435435 0.0721191 0.0818234 0.103919 0.0734941 0.0692867 0.0461828 0.16858 0.170654 0.421198 0.231563 0.166501 0.245981 0.197957 0.413088 1.23406 0.784479 0.688972 0.298207 0.862345 0.157477 1.40021 0.613565 0.203569 0.611411 0.190295 0.172129 0.20722 0.626398 0.354867
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.5116313883000001 0.34007963835000005 31.914316944300001 38.060777288450005 38.324118171300007 0.34422622080000004 0.48458129995000004 0.52769378160000013 0.50218556330000019 37.892416320650007 0.50035927070000008 36.558960102350007 0.49877249185000011 37.140760352250005 35.374259656300005 35.771221912400001 36.165040341950011 38.751720283100006 0.53866650695000018 0.49588335680000006 39.032633164100012 0.40206880030000008 0.54450465555000005 39.117456157700005 39.427119987250002 39.525197829750006 0.5218855723000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 11 8 -8 -10 -11 13 -13 14 15 17 -16 -2 -19 -20 21 22 -9 24 -22 -23 -25 29 -29 -28
right_child=6 2 3 -5 -6 -7 7 20 9 10 -12 12 -14 -15 16 -17 -18 18 19 -21 23 25 -24 26 -26 -27 27 28 -30 -31
leaf_value=-0.10226340155890271 -0.088955602540566087 0.10252571910785446 -0.1033365338389437 0.029245431161411508 -0.10237077349781368 0.049299179017574961 -0.0083872225879408468 -0.018977705616197677 0.10147680854122704 -0.029687663302072564 0.04160474981011611 -0.0069187422549093578 -0.053678812130925929 0.033389876813848252 -0.08665436651166597 0.10713769740775661 0.012818621711977056 0.08288665871494369 -0.14248203520215305 0.098636246132389624 0.039548524533256864 0.00041399893026338282 -0.11622274982526432 -0.026772581206930768 -0.027060232996588187 0.045029347620885452 -0.0091432476635966344 -0.050651796480094297 0.00032651692826207853 0.039397501306735236
leaf_weight=0.040330556654452066 0.88812051266723102 0.1371145760640502 0.063922284403815866 0.78674285079756601 0.088779183020278651 0.11963458124546378 1.3064652212487993 1.194558260693156 0.71074851043522391 0.79890604643151153 1.0602203899907179 13.168337301150812 1.2300835359535529 2.0974671617150307 1.3137654630882027 1.1390670165419576 1.9993620830064172 0.53542383213061817 0.29209967324277386 0.30135349923511967 4.2894513024948528 1.8757658973336222 1.4202043592231346 2.3889025715179733 2.0303576135429466 1.9496800264787451 2.6622064937982932 2.4445971241366342 172.02780948686808 3.4681372935592663
leaf_count=58 14 8 6 253 43 18 15 14 7 10 39 326 29 11 27 7 43 10 20 30 31 8 30 34 38 36 23 48 3352 45
internal_value=5.04559e-06 0.0187186 0.0308377 0.0192827 -0.0294071 0.0110871 -9.89101e-05 0.000389638 0.0210403 0.0360006 0.0109689 -0.0043457 -0.0109135 0.0066932 -0.0019625 0.0239281 -0.0266257 -0.0230632 0.0287763 -0.020043 -1.92935e-05 -0.0153971 -0.0717962 0.000503847 0.0181492 0.0231527 -0.000105555 0.000247181 -0.000387759 0.0183179
internal_weight=223.83 1.23652 0.98778 0.850665 0.248744 0.159965 222.593 199.628 3.87634 2.56987 1.85913 22.9651 14.3984 8.56666 6.46919 3.15606 3.31313 2.017 1.12888 0.593453 195.752 6.44021 2.61476 189.311 6.31981 3.82545 182.992 180.603 174.472 6.13034
internal_count=4633 386 267 259 119 76 4247 3730 71 56 49 517 355 162 151 81 70 74 60 50 3659 88 44 3571 69 44 3502 3468 3400 68
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 1 1 2 2 0 1 0 2 2 2 1 2 2 1 1 0 2 0 2 0 1 0 0 1 2
split_gain=0.0401178 0.304898 0.292896 0.247205 0.895255 0.448225 0.386277 0.548944 1.59765 0.377109 0.421227 0.389578 0.336011 0.572443 0.276543 1.22704 1.13773 1.15749 0.892895 0.849074 0.812384 0.663846 0.632638 0.563709 0.881431 0.42703 0.63676 0.417734 0.314754 1.1687
threshold=0.50291907430000016 0.5054040298000001 39.262923716450011 0.35585760905000008 0.35799826355000003 0.35986946500000005 0.37043801085000005 38.621016321050007 42.123054668150012 0.50101793360000013 0.37644082515000005 0.49688632075000011 48.109449608500007 43.663128814500006 40.574766824850009 0.34708541665000009 40.94178426300001 40.722669576350008 0.34569324270000007 0.34900152690000003 0.48320409570000006 40.148327922700012 0.47880302985000006 39.656620114300004 0.48032993025000009 0.34494476210000008 0.47811442770000007 0.48185683060000012 0.34569324270000007 41.362929270750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 14 -5 -6 7 -7 -9 10 -8 -12 13 -10 15 18 17 20 21 28 27 23 -23 24 25 26 -1 -16 -18 -30
right_child=1 -3 -4 4 5 6 9 8 12 -11 11 -13 -14 -15 16 -17 19 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0032638842902225993 0.0019263974119655876 0.00044182851890304966 0.059219439558293063 -0.094431814792022048 0.069432794177959986 -0.0021595353828068871 0.071438509708100104 -0.12987014626251156 0.041744616866671802 0.099919390233351141 -0.11765937650111642 0.026332499531296599 0.076066162348051539 -0.1138608250331043 -0.16575408743247866 0.093186364013049708 -0.0022054889087245286 -0.022218031616259525 -0.042831947303267469 -0.051422765585702135 -0.26908878806927178 0.0081643271828437235 0.065191947669743538 -0.032857202444342822 0.1054532422467416 0.041913177378293413 -0.077354970359289787 -0.019138166695726176 0.075589892918464394 0.0042828663309959839
leaf_weight=6.355196714738689 1.807231176644563 94.475439264041611 1.7625177936279213 1.2560782075542523 0.74498398734431148 6.3355390153956233 0.50894786231219658 1.4453476995695385 0.59898108841662157 0.55816820607287798 0.37955284728013794 0.37210732309904415 0.58229451719671488 0.39058314712019637 0.34671581650036276 1.6304597418125002 51.213596798725291 3.4274925686036113 3.551736392080783 3.0553921374630582 0.33686461299657822 4.1893371641199328 3.6316070426255465 4.1088246219733255 0.90009118989110071 2.0927063167414985 1.1582823917269705 0.44214469939470291 2.5512553341686752 23.198085402371362
leaf_count=215 12 2712 41 31 23 57 8 39 27 13 37 14 5 70 64 44 745 26 22 31 3 48 20 34 8 23 9 2 18 232
internal_value=1.05445e-05 0.00152581 0.0302141 -0.00117454 -0.014134 -0.00567005 -0.0106784 -0.0188783 -0.0539845 0.0314887 0.00118914 -0.0463766 0.0157934 -0.0196732 0.000347072 0.00903505 -0.00249013 -0.0511133 0.00375544 0.000276633 -0.139091 0.0111305 0.0346447 -0.00145269 0.0108291 0.00196287 -0.00916437 -0.083578 0.00232907 0.011348
internal_weight=223.408 98.0452 3.56975 125.362 13.1726 11.9165 11.1715 9.35275 3.01721 1.81878 1.26061 0.75166 1.57186 0.989564 112.19 27.6182 84.5715 4.55322 25.9878 80.0183 1.12573 22.436 7.82094 14.6151 10.5063 9.60619 7.51348 0.788861 76.9629 25.7493
internal_count=4633 2765 53 1868 324 293 270 198 141 72 59 51 102 97 1544 423 1121 95 379 1026 69 357 68 289 255 247 224 66 995 250
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 2 2 2 0 0 2 0 1 1 0 0 2 1 2 1 0 1 1 1 1 1 1 0 2
split_gain=0.0381436 0.576292 1.53871 0.761423 0.410759 0.37793 0.577443 0.187457 1.30939 1.79231 1.81729 0.64969 0.715619 0.636592 0.625039 0.455132 1.29761 0.919076 0.484747 1.52409 0.484588 0.344716 0.386345 0.517835 0.449724 0.354424 0.422287 0.533664 0.336186 0.327693
threshold=0.48588365620000007 0.34587287805000005 0.34626208795000007 0.34527409360000011 0.3465914194000001 0.48368312325000012 41.835830569250014 43.157831852650006 42.686561923500008 0.50386215985000016 0.51809826055000008 42.844429421150004 0.54284302865000023 0.35585760905000008 0.36166581840000006 0.48847339900000003 0.49194634890000005 42.654057868200006 0.3584174126500001 41.976795488650005 0.36265381275000008 0.4995209724000001 0.38512319990000005 0.39150025445000008 0.39170982905000007 0.39814676205000005 0.39900002995000006 0.40115565405000009 0.54353163080000011 44.202975721700007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 -1 -7 8 15 -10 -11 -12 -13 -9 -15 -6 -17 18 19 -18 -20 -16 29 -24 -25 -26 -27 -28 -14 -23
right_child=1 2 4 -5 7 6 -8 13 9 10 11 12 28 14 21 16 17 -19 20 -21 -22 22 23 24 25 26 27 -29 -30 -31
leaf_value=0.00023425683743372083 -0.0024034315624593071 -0.1194696315976302 0.051469838383065847 0.068430516312057571 0.064309669460058824 -0.054720245507106816 0.003984335585071149 0.052047644707607824 -0.14825997867125229 0.098997697498335702 -0.13364175993938801 -0.11763909628428937 0.11536176828172032 -0.080352769876554153 -0.10616457934807946 -0.075034283738941568 0.10374942924710971 0.094502327393834087 -0.072838165064208038 -0.026078299538735528 6.6244438685879829e-05 0.083608651143193796 -0.073387499148833274 0.10848131121542269 -0.066717456467080646 0.09699281745833746 -0.13034858094581486 0.0072077879951950212 -0.020151613878612615 0.0047851825046281793
leaf_weight=89.250924232741511 3.2009143894538274 1.0748934447765339 1.5733832232654084 2.8856197874993086 1.1145576015114773 3.241421048223855 3.468586228787899 2.9268215075135258 1.4033396895974863 0.9971381472423676 0.83365486094408003 0.45138895136915358 0.3393310010433197 0.88545614527538319 0.26850479168206121 2.2477462477982035 1.7491718914825463 1.0587806711091605 0.92152151465415855 1.871885761618614 85.776823183961966 1.1544850859791034 0.86018480907659878 0.42101149260997672 0.68092360603259194 0.5045336710754772 0.2904062228044485 9.7869729436562221 0.39754417699714395 0.97102470201207314
leaf_count=1496 31 7 18 23 6 31 27 22 16 10 23 17 1 9 28 24 43 17 13 12 1788 11 19 2 150 4 10 681 43 51
internal_value=1.7329e-05 0.00115676 -0.000358904 0.0311789 0.000712608 -0.00148648 -0.0243742 3.53257e-05 -0.00169848 -0.0548848 -0.0114814 -0.0659658 -0.0184861 0.0092047 0.00128019 0.000784209 2.79783e-05 0.00187438 0.000788538 0.0366357 -0.000708661 0.006119 0.00817419 0.00149395 0.00700685 0.00321367 0.00771359 0.00324374 0.0422523 0.0475987
internal_weight=222.609 126.648 120.561 6.08653 119.487 95.9609 6.71001 117.913 99.1629 4.4224 3.01906 2.02192 1.18826 18.7503 15.8235 94.7405 93.6259 91.3782 90.3194 3.62106 86.6983 14.938 14.6695 12.544 11.6838 11.2628 10.5819 10.0774 0.736875 2.12551
internal_count=4633 3079 3025 54 3018 1554 58 3000 2013 110 94 84 61 987 965 1903 1897 1873 1856 55 1801 956 928 866 847 845 695 691 44 62
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 2 1 1 1 2 0 2 2 1 0 0 2 1 1 0 0 1 2 2 2 1 1 0 1 2
split_gain=0.0378219 0.799901 0.76446 0.238089 0.295556 0.233433 0.195529 0.69146 0.555495 0.539685 0.274953 0.188467 0.14812 1.32597 0.726106 0.616543 0.559655 0.417932 1.0525 0.284433 0.476196 0.503051 0.412424 0.240986 1.67518 1.57876 0.7092 0.557364 0.518176 0.515661
threshold=0.47938684470000009 0.47905751325000007 0.47943175355000006 0.47880302985000006 0.47847369840000004 40.250747516500006 0.34569324270000007 0.35331277505000008 0.34566330350000002 42.844429421150004 0.45995628875000011 50.189067467950004 43.930205408700004 0.34524415440000006 0.47961138885000004 0.47976108500000009 43.895345911700005 0.34566330350000002 0.3465914194000001 0.47961138885000004 0.48077901860000011 0.34458549145000011 41.835830569250014 41.873095646600007 41.489621506400006 0.34614233110000009 0.34626208795000007 0.48149755995000004 0.34479506600000004 41.641174900500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 8 9 -1 -8 11 -9 16 -14 -15 -16 19 -17 -19 -4 22 -22 -21 24 28 -26 -27 -25 -23 -28
right_child=2 -3 12 -5 5 -7 7 10 -10 -11 -12 -13 13 14 15 17 -18 18 -20 20 21 23 -24 27 25 26 29 -29 -30 -31
leaf_value=-0.00037403920531801178 0.1037553190097502 -0.08965417877238932 0.029557566860579861 0.027178378602064068 -0.000961381263678926 -0.065475431232022707 -0.01528579003139667 -0.10608812014578986 0.068268951175766063 -0.11192839420784627 0.038928744100451822 0.10189318909061784 -0.14942170502533472 -0.22159974030514148 0.12035777246427853 0.11285747369122984 0.062570065382193105 -0.19214453351317629 -0.0019995840414882469 -0.0074767782309874426 0.057259919020872588 0.053672063902446332 -0.053939778052110865 0.036379910081128911 -0.12038704454768097 0.045023668200534397 -0.0028785377733172184 0.0025471851453152819 0.00047780652101508817 -0.073819476440436294
leaf_weight=36.009096948469875 0.71695598214864631 1.0296289287507523 3.301648072898387 2.9046784160018424 0.9923806451261038 1.2898153558489864 1.3345215681142684 0.23273210823066381 1.2188326600007702 1.0190906614916455 1.6656952735338562 0.053605567663908005 0.64946547133149479 0.14918670058250327 0.41313129663467307 0.29675710201263328 1.4664710712095246 0.29978597164153953 10.05615795455128 5.7207970581948739 1.5850659981369961 1.8690610677003991 2.8682548338547349 5.5256948657333842 2.1297788023948661 1.3186106383800504 1.9967202394827834 40.98982854899532 90.524450025999485 2.1046741191657929
leaf_count=879 22 12 18 18 10 34 31 118 10 34 38 1 9 1 1 1 9 2 838 38 8 7 28 30 21 4 58 665 1626 62
internal_value=2.42995e-05 -0.0024687 0.000708513 -0.000547303 -0.00238532 -0.0374224 -0.000460096 -0.0206355 0.00187331 -0.0571311 0.0233681 -0.0671517 0.000282115 -0.0105019 -0.002457 0.000497428 0.00107484 -0.00415098 -0.00750394 0.000510978 -0.000101291 0.0012268 -0.0229928 0.000620378 -0.00214695 -0.0474375 -0.0187721 0.00656626 0.00155389 -0.0392826
internal_weight=221.733 47.7501 173.982 46.7204 43.8158 2.2822 41.5336 4.30565 37.2279 2.35361 1.95203 0.286338 173.266 11.8645 11.215 11.0658 161.401 10.6527 10.3559 159.935 156.633 148.044 8.58905 146.459 99.9433 7.54978 5.42 46.5155 92.3935 4.10139
internal_count=4633 1185 3448 1173 1155 44 1111 222 889 65 157 119 3426 852 843 842 2574 841 840 2565 2547 2481 66 2473 1778 145 124 695 1633 120
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 1 2 2 0 2 1 2 2 2 0 1 2 1 2 1 0 2 2 2 1 1 2 2 2
split_gain=0.0367458 0.686743 0.515624 1.49194 0.582924 0.485293 0.289947 0.198467 1.00041 0.820587 0.59667 1.21702 0.445055 0.87441 1.04203 0.687816 0.507011 1.07299 0.637392 0.444422 0.697599 0.367036 0.510001 0.346175 0.997939 0.304548 1.51078 0.908151 0.923383 0.812196
threshold=0.48458129995000004 0.48389269780000005 0.34494476210000008 0.34521421515000011 0.48847339900000003 41.444941515100005 0.34548366815000003 42.684965421050009 43.067541470150012 0.47943175355000006 42.243697547450004 0.34479506600000004 43.477771593600004 43.61821939175001 43.895345911700005 0.47880302985000006 0.34575312120000007 44.749265482150008 0.34479506600000004 42.844429421150004 0.34566330350000002 0.47757552170000012 42.546237522150008 42.759119507950011 42.982930821650008 0.34560342505000002 0.34554354660000003 41.873095646600007 42.055256506450007 40.767054867700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 -4 5 -5 -6 10 9 23 25 -12 15 -14 -15 -10 18 -18 -16 20 -11 -13 -23 -9 -25 26 27 -1 -29 -27
right_child=2 -3 3 4 6 -7 -8 8 12 19 11 21 13 14 16 -17 17 -19 -20 -21 -22 22 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.0029229494023195663 -0.047701131323760901 -0.056601816528913912 0.12706985392653736 0.059825873358900099 -0.060321969657235963 0.0055736201598579277 -0.00021151604274846091 0.021484910454087239 -0.11474498751646933 -0.024516305058876853 0.071898825862266605 -0.024622189419337855 0.083228368969626237 -0.10138543937166614 -0.0083177342969003535 -0.012090636341565568 -0.13556448350752065 0.022139230937259027 0.044105023719715919 0.08157745176834949 0.071314606398878114 -0.13320744938698784 -0.036072197814259237 -0.1331366012456007 0.060562376494907338 -0.024343176268025818 -0.091203569278330218 -0.14083195276381361 -0.013918661146307408 0.025118846003198289
leaf_weight=38.849488973649272 2.1279875440523019 2.2077336981892577 0.9456731416285028 2.9743448649533084 0.80793842300772567 3.6996933666232508 118.15843534093131 1.2348064096877371 0.88683429945587322 1.3934957236051562 0.81932828003181057 1.4884525847155603 1.192867953933727 1.0570893031240292 6.294625460794121 2.4723334573209286 0.77134038391522952 0.97903091786429286 3.6725724718999118 3.0658432620111853 1.6699156761169431 1.188731638947502 0.99126330064609636 0.66373398618964052 0.44384268507656088 4.6282922015392982 1.9365469273179758 0.89250465300256054 1.6028167597710306 11.74300707853399
leaf_count=579 21 24 4 29 17 35 2990 13 89 7 27 38 24 27 167 12 19 70 24 19 61 25 18 39 11 80 14 32 25 93
internal_value=2.34585e-05 -0.00150101 0.00111483 0.00193545 0.000993587 0.0297516 -0.000619745 -0.000148445 0.00725853 0.0354208 -0.00312765 -0.0382918 -0.00651102 0.00134866 -0.00629707 -0.0391918 0.00228123 -0.0473564 0.0109983 0.0546608 0.0277227 -0.0629023 -0.0890392 -0.0149239 -0.055515 -0.000482186 -0.00487663 -0.000833167 -0.0593119 0.0111356
internal_weight=220.861 92.1465 128.714 126.586 125.64 6.67404 118.966 89.9388 25.7983 8.47164 64.1404 4.48778 17.3267 13.9675 12.7747 3.35917 11.7176 1.75037 9.9672 6.12925 3.06341 3.66845 2.17999 2.34238 1.10758 59.6527 43.2814 41.3448 2.49532 16.3713
internal_count=4633 1537 3096 3075 3071 64 3007 1513 582 150 931 108 432 331 307 101 280 89 191 87 68 81 43 63 50 823 650 636 57 173
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 0 0 1 1 2 1 2 1 2 0 1 0 0 0 1 2 1 2 2 0 1 1 2 2 2
split_gain=0.0341924 0.72089 0.578132 1.74539 0.452227 0.415159 0.300211 1.05537 0.778064 1.92806 0.460381 0.471418 0.357932 1.21085 0.570603 0.186104 1.15259 0.852608 0.909528 0.472845 0.299148 0.185604 0.815749 0.783407 0.481551 0.869559 0.447108 0.421924 0.77173 0.704097
threshold=0.38723391515000005 0.51657136015000005 39.354247760400007 0.52468488970000016 0.38906020780000011 0.51484985480000012 0.52252926560000013 0.39019789825000006 0.39048232090000007 40.300545846000013 0.39170982905000007 40.371455563000005 0.39078171310000004 39.065416244600009 0.52401125715000008 0.37227927305000003 0.50291907430000016 0.50291907430000016 0.50101793360000013 0.37644082515000005 41.600558339100012 0.39563186730000005 41.404176814550006 38.238138001450004 0.52507409960000018 0.39170982905000007 0.39995808510000008 43.61821939175001 43.663128814500006 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 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 15 7 -6 -9 -10 -11 -12 13 -8 -14 17 -17 18 -1 -18 -19 22 23 -16 -24 -26 27 29 -29 -23
right_child=4 2 3 -5 6 -7 12 8 9 10 11 -13 14 -15 21 16 19 20 -20 -21 -22 26 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00054412758646725978 0.036317559352907938 0.00093061768708249757 -0.16706863192802182 -0.0024685265070699017 -0.10014453584823209 0.046170651169162892 -0.02600352324938391 0.069604164624701106 -0.19801354450786576 0.11779176051893943 0.052669215314552487 -0.10486746087732415 -0.10050234401033974 0.069819493380278139 -0.0081967343210154944 0.055658127126213097 -0.10528887608364285 0.018160223382833667 -0.082968809891792575 -0.022872506147619143 0.062185535364531114 0.022927235014103833 0.057972873301180422 0.076617437631496754 0.035208794149914437 -0.12035089826083359 0.00064129438018407816 0.11401192002086136 -0.064986667708106988 -0.10651845094393664
leaf_weight=119.33227156072002 3.5953968013636901 2.009467650204896 1.0938677731610371 1.5671867591445332 1.3172236420214165 1.9537892676889885 2.4064295757561913 1.1970910447416829 0.51201076255529177 0.42199935251846887 0.46494460105895996 0.3211608711134204 0.56484544201248255 2.9174749017693102 1.9042611817130808 1.3408664108719666 1.1779430509777742 3.8165986326057455 1.3539460599422444 1.7019251203164456 2.5913225744152442 0.61071867239661459 0.41899784468114365 2.5439619395183399 0.5696735084056852 0.97324330120318336 58.768484353461488 0.43259717244654883 0.54343298907042481 1.3469894873560404
leaf_count=1779 32 20 35 28 22 16 17 6 25 3 3 62 28 24 27 19 49 32 21 31 37 13 5 29 8 79 1969 2 109 103
internal_value=2.06097e-05 -0.000940107 -0.0395565 -0.07013 0.00164005 0.000413241 4.641e-05 -0.0258496 0.00769724 -0.035386 0.0335376 -0.0116919 0.00152821 0.026507 -0.000408167 -0.000267568 -0.0209256 0.000418476 -0.00146883 -0.056583 0.0359638 0.000421899 0.0166175 0.0403089 -0.0370978 -0.0629154 -0.00126063 -0.03936 0.0143493 -0.0661371
internal_weight=219.77 137.939 4.67052 2.66105 81.8309 133.269 78.2355 4.23443 2.91721 1.72012 1.2081 0.786105 74.0011 5.3239 68.6772 131.315 4.22073 127.094 120.686 2.87987 6.40792 68.1124 6.41014 4.44822 1.96191 1.54292 61.7022 2.93374 0.97603 1.95771
internal_count=4633 2067 83 63 2566 1984 2534 121 99 93 68 65 2413 41 2372 1968 99 1869 1800 80 69 2344 148 56 92 87 2196 227 111 116
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 0 2 0 2 0 1 0 2 0 0 1 2 2 0 0 2 2 1 2 0 1 1 2 2
split_gain=0.0380346 0.0723547 0.0806671 0.0917101 0.0710251 0.043561 0.286842 0.63355 0.533791 0.594629 0.37573 0.370906 0.369541 0.715723 0.356943 0.44942 0.525353 0.286633 0.240761 0.197852 0.188526 0.175045 0.160074 0.506485 0.156936 1.58253 2.25039 0.482452 0.447281 0.501546
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.5116313883000001 0.34007963835000005 38.751720283100006 0.54695967185000016 38.474425342400004 0.5641597557000001 38.396531328800009 0.54284302865000023 0.41625999220000004 0.52252926560000013 37.140760352250005 0.5195503128500002 0.50913146310000013 0.36880632320000012 38.060777288450005 36.377496227400009 0.62143349005000015 0.50101793360000013 37.572218886150004 39.032633164100012 0.40206880030000008 39.262923716450011 0.52252926560000013 0.39078171310000004 0.45218706025000005 39.427119987250002 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 4 -3 -4 -1 6 7 10 9 21 11 12 14 18 15 16 20 -15 -14 -10 -2 -8 23 -7 25 -24 -27 -28 -26 -30
right_child=5 2 3 -5 -6 22 8 -9 19 -11 -12 -13 13 17 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 28 26 27 -29 29 -31
leaf_value=0.0097789457450082537 0.0035944959672676957 0.10253301248656006 -0.10313606760672814 0.027230257186531354 -0.10267562476345876 0.036536367010013802 -0.033089999791303309 -0.058194399560369439 -0.11012712578834767 0.095044711641392221 -0.050681552628407713 0.036101588819299611 -0.021743049561932699 -0.0946411319477381 0.049392248926581755 -0.055285521730394721 0.061868767758314361 -0.028654650655802996 0.031398668297851491 0.044370917590634835 -0.029760199308578414 0.026370305188877747 -0.10470954662041974 -0.024495616239792347 0.035520869075870848 0.11421345416407341 -0.10501918862184292 -0.0024209855635365153 -0.045195918957209813 0.0003753021074411965
leaf_weight=0.15331259235070038 9.9934609144511501 0.13147053448483348 0.057891805656254292 0.79489429923530963 0.088633640980390282 4.1165636777295722 0.75090890175124547 2.2196583260083562 0.37606078399244314 1.1411114493384955 1.5307637086370949 2.6010330751305437 1.6706725952681147 1.4143561667005999 1.567217282950877 1.3732099297922093 1.4391241879857251 1.2314443398499859 1.7409431337728163 0.10632387856367131 2.0405742302536956 1.4533656993880866 1.4567783260717977 2.0303721306463558 3.5627238439628846 1.4386156946420672 0.90158233139663913 0.9322332410265517 2.4502954993949961 167.99397760367293
leaf_count=76 178 8 6 253 43 31 27 32 121 7 17 19 28 26 14 19 20 19 25 79 12 33 19 38 34 7 15 27 48 3352
internal_value=1.46738e-05 0.0175772 0.0296208 0.0183803 -0.0314172 -8.43236e-05 -0.0034517 -0.00686745 0.0222683 0.0364486 -0.00258488 0.000351646 -0.00378643 -0.0248959 0.00400401 -0.000787279 0.00476729 -0.0639288 0.0053751 -0.0760737 -0.00206136 0.00611454 0.000510352 0.0163771 -3.53231e-05 -0.0180093 0.0205868 -0.0528627 0.000453178 -0.000279827
internal_weight=218.76 1.2262 0.984257 0.852786 0.241946 217.533 32.6502 28.8225 3.82777 3.34539 26.6028 25.072 22.471 6.05742 16.4136 14.8464 13.4732 2.6458 3.41162 0.482385 12.034 2.20427 184.883 6.14694 178.736 4.72921 3.27243 1.83382 174.007 170.444
internal_count=4633 386 267 259 119 4247 676 409 267 67 377 360 341 98 243 229 210 45 53 200 190 60 3571 69 3502 68 49 42 3434 3400
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 2 2 2 0 0 1 1 0 0 1 0 1 1 1 1 0 1 0 1 2 2 2 2 0
split_gain=0.0345144 0.240444 0.156144 0.124461 0.138924 0.191623 0.185388 0.0915729 0.0996753 0.0697898 0.0558384 0.142707 0.147232 0.1007 0.0803981 0.0517898 0.0395279 0.511854 1.11448 0.602208 0.329166 2.15888 0.326684 0.221453 0.254958 0.254163 0.316746 0.184553 1.16419 1.53452
threshold=0.59930840395000018 0.45824975300000009 0.60134427115000011 0.45932756505000005 44.749265482150008 45.458122212500008 40.767054867700004 40.722669576350008 37.345948426100009 0.62376874945000005 0.62071494865000021 0.49585341755000006 0.4985778869000001 0.66718062335000017 0.66977036620000019 0.58454836680000011 0.48588365620000007 0.34587287805000005 0.34626208795000007 0.34527409360000011 0.35585760905000008 0.47976108500000009 0.3465914194000001 0.47774018740000007 0.3584174126500001 48.109449608500007 42.283941020600004 43.157831852650006 42.686561923500008 0.50386215985000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 -3 -4 6 -6 7 8 9 -5 -7 -12 -13 -14 -15 -16 20 19 -19 -18 -1 23 -20 24 -22 26 -26 28 -24 -30
right_child=1 2 3 4 5 10 -8 -9 -10 -11 11 12 13 14 15 -17 17 18 22 -21 21 -23 27 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00029567570681726305 -0.10748038697420664 -0.11508620933291698 0.081767540827858379 0.087033589401922892 0.10188650387589843 0.040397715516343573 -0.10313467848379149 0.091772913592048144 -0.10106534053833703 -0.10073857430865585 -0.10767236578520729 0.1014718872576659 -0.052754788778857142 0.10119506387864055 0.020255342170502431 -0.10269443197811244 -0.00055426462955831916 -0.098315806069818643 0.047154492295587803 0.064200120083564363 0.07658888139034338 -0.14316338590242489 0.00090503645735725354 0.085495692225883546 0.020039000547353445 0.057335293623084961 -0.11437894661268509 0.010114693774038074 -0.14249713732268018 -0.01129517548253476
leaf_weight=91.211203326455347 0.23713454704233017 0.11483597091137232 0.19039197616302805 0.078738902136819777 0.21177365664334491 0.24556761881831313 0.27645631669975046 0.094804150052368641 0.096073329600358193 0.02644062061736463 0.13613766695198137 0.12758362875320017 0.34242298176832264 0.097927113878540695 0.13247861878335243 0.046210558841266902 2.9992426233366123 1.1439801231026638 1.5054517164826382 2.755764365196228 0.40744950549571912 1.1353480350298921 92.649364955319925 0.52846333757042874 0.33399431756151876 0.31707416474819183 0.36897032560227672 16.273087135545779 1.3172725555486966 2.7575738592349808
leaf_count=1385 43 31 6 29 5 37 235 2 135 152 14 2 32 3 35 45 31 7 18 23 17 20 1403 5 36 3 88 704 16 71
internal_value=1.84174e-05 -0.0117717 -0.00153844 0.0046619 -0.00301361 0.0146021 -0.0442472 0.0107415 -0.0274299 0.0398304 -0.00178017 -0.0135133 0.00365549 -0.0165044 0.0283699 -0.0115405 0.000152604 0.00134569 -0.000102805 0.0304531 -0.00138333 -0.0334755 0.000878427 0.0301937 0.00972065 -0.0169895 -0.050514 0.000261896 -0.00139576 -0.0537087
internal_weight=218.159 2.45498 2.21784 2.10301 1.91262 1.3401 0.572513 0.296057 0.201253 0.10518 1.12833 0.882761 0.746623 0.619039 0.276616 0.178689 215.704 121.402 115.647 5.75501 94.3025 3.0913 114.503 1.95595 1.42749 1.02004 0.702965 112.997 96.7242 4.07485
internal_count=4633 806 763 732 726 173 553 318 316 181 168 131 117 115 83 80 3827 2273 2219 54 1554 169 2212 149 144 127 124 2194 1490 87
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 0 2 2 0 0 0 0 1 2 1 1 0 0 0 1 0 0 2 1 1 1 2 2 2
split_gain=0.0332343 0.180305 0.0522694 0.0464689 0.140952 0.0821512 0.181588 0.133086 0.0760745 0.153685 0.0516322 1.35987 0.268181 0.432344 0.511368 0.274272 0.640452 0.421235 0.254406 0.173762 0.354882 0.472022 0.275154 0.564446 1.17068 0.175716 0.246829 0.668335 1.1968 0.969171
threshold=0.48616807880000007 0.61400856260000014 0.68131193680000013 0.46280051495000007 0.46551001470000003 47.74983977685001 0.56685428580000019 38.983591653800012 41.772405911750006 0.61686775845000008 0.56065686655000013 0.56300709560000006 0.56345618395000019 0.43349001525000008 40.806664626150003 0.43837010870000009 0.44512140355000007 0.57559653900000007 0.56748300950000019 0.55484865720000009 0.43967246490000006 0.55688452445000014 0.55131582885000008 42.91168285345001 0.42663393310000008 0.43349001525000008 0.42111014640000005 39.262923716450011 41.289992964000007 42.154118731400011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 10 -5 6 -6 -8 9 -9 19 -12 -13 14 -14 18 17 -17 -15 22 21 -21 25 24 -24 26 -1 -28 -29 -30
right_child=1 2 -4 4 5 -7 7 8 -10 -11 11 12 13 15 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.00072497311021207196 -0.10162992627055092 0.0039663016015329981 -0.10085477859375476 0.045049125139875884 -0.10535997010771997 0.042656336392603404 0.068897846187405923 -0.1030667707035719 0.0021956861377467243 0.037431798822122463 -0.12871220098410849 0.042359212777171543 0.016022807359955458 0.0030775971222529292 -0.12860427688099668 -0.12292237483210207 0.0045920949441468377 -0.00051753219927494097 0.068836487114539935 0.029959187641178716 0.046843917240517258 -0.048537123425509851 0.024912665587406506 0.040811401311757645 -0.15610046243637266 0.034527841440584267 0.027801647102203828 -0.099716209229249439 0.055622226105576822 -0.053948648002572666
leaf_weight=181.74180744049102 0.20645937170685513 1.1414215502126408 0.049640829872842462 0.91993125907902085 0.18260818091221187 0.34050520208256774 0.23770978973641366 0.21900466964871135 0.92654313787352294 0.12079866694693919 0.84808322568278427 1.4523854395374645 0.42988473178775066 1.3055462684278603 0.56683181751031952 0.70884974115324328 8.1680636910850222 0.46594572723012107 1.07092640506562 1.7515619065507047 2.3928442514989001 1.3615462684792872 0.6720895447651849 0.65339411096101674 0.76279675060504815 1.485122891436389 2.2344257949152952 1.9406656081555409 1.5799842381675264 1.6505750460237321
leaf_count=2802 197 374 179 15 9 16 81 45 39 11 27 15 22 20 34 30 297 29 32 39 22 50 13 23 31 75 23 21 11 51
internal_value=1.4456e-05 -0.015357 -0.000402408 0.000113822 0.0125849 -0.00214742 -0.0111924 0.000240482 -0.0126474 -0.0531201 -5.85327e-05 -0.00571205 0.0016504 -0.00299923 -0.0662265 0.00237818 -0.00533735 -0.0743743 0.032711 0.000369745 0.0178861 -0.00437189 -0.00013069 -0.0362324 -0.0713153 0.000264786 -4.236e-06 -0.0178997 -0.0376468 -0.000360325
internal_weight=217.588 1.39752 1.19106 216.19 2.9471 2.02717 1.68666 1.50406 1.26635 0.339803 213.243 15.0165 14.1684 12.716 0.996717 11.7193 9.34286 1.1748 2.37647 198.227 5.50595 3.11311 192.721 2.08828 1.43489 190.633 189.147 7.40565 5.17122 3.23056
internal_count=4633 750 553 3883 216 201 185 176 95 56 3667 506 479 464 56 408 356 59 52 3161 111 89 3050 67 44 2983 2908 106 83 62
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 2 1 0 0 1 2 2 2 2 2 0 0 0 2 2 2 0 0 2 1 0 1 1 1 2
split_gain=0.0316927 0.111579 0.197851 0.0894519 0.0888717 0.242191 0.0905087 0.0799487 0.119872 0.0911498 0.0923396 0.095901 0.0906139 0.0540236 0.0822738 0.0981668 0.0477456 0.234222 0.214614 0.246501 0.750202 0.466157 0.268084 0.349285 1.08431 0.405585 0.339128 0.712529 0.298535 0.224356
threshold=0.31100865245000009 0.31060447290000009 49.247968080500009 48.823707093150006 49.064150740050003 49.960114208400007 0.50491003265000012 0.66718062335000017 0.58035687555000015 0.39670967935000007 50.189067467950004 51.757767929250001 51.757767929250001 45.044778924400006 44.952171034750002 0.41973294215000007 0.47736594710000008 0.47757552170000012 48.914776625700007 41.16018805045001 40.806664626150003 0.47697673720000006 0.47396784530000008 38.110427674550003 0.34269932035000011 0.47076434840000009 0.34269932035000011 0.34007963835000005 0.33400197600000009 41.641174900500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 16 -6 7 8 9 -7 -11 -12 -10 14 15 -1 18 -18 19 20 21 22 23 25 -25 26 27 28 -2 -21
right_child=4 -3 -4 -5 5 6 -8 -9 12 10 11 -13 -14 -15 -16 -17 17 -19 -20 29 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10116476353078672 -0.048784221238449194 0.021207504286903052 -0.10366951676105032 0.10109011943023585 -0.087304447838914667 -0.04084414955330045 -0.10092571469900857 0.10317721167164445 -0.10593444307103257 0.10421057550071836 0.048658566961642016 -0.10060825192411652 0.034756119910947909 -0.10277613816299924 0.082824638826024991 0.10063747675341571 0.028197104428715404 0.00011805363761096632 -0.049198013440441946 0.029070381716344764 -0.14572145004630252 -0.078391584715812535 0.030724821028213944 0.0095407124566794094 -0.1378830844860279 0.11503551970209756 0.035094296961731733 -0.1765867443121738 0.081413441884412754 -0.00094733492974609823
leaf_weight=0.085342250697294175 0.40019546908724357 2.144865843700245 0.21720838407054543 0.094077195972204208 0.43341123273603332 0.14443479952933558 0.076280893186776666 0.087737463414669037 0.14488887308107223 0.18265415355563164 0.1564874339819653 0.059373187144501571 0.066924043356266338 0.05299443332478404 0.089342175982892513 0.033594139851629734 3.0190054029226294 185.79314492582648 1.0136663876473893 3.1427139434090341 0.42518036323599506 0.86024765484035004 1.9738716351566834 1.4190742202335971 0.7694011860367026 0.33449149875741557 1.0915489158935541 0.29331990110586048 0.31452263319806661 11.986635216468128
leaf_count=154 105 18 14 3 70 29 58 1 36 3 14 80 31 19 3 2 18 3306 10 25 19 9 25 43 77 3 76 5 17 360
internal_value=6.54726e-06 0.0107381 -0.0284814 0.0174775 -0.000129604 -0.0256853 0.00338198 0.0128261 0.00232324 0.0272147 0.0518814 0.00760223 -0.0614821 -0.012629 0.010308 -0.0441648 3.27554e-05 0.000567023 -0.00416607 -0.00218236 -0.0165219 -0.00915495 -0.000125718 -0.0132992 -0.042289 0.0127655 -0.00352742 -0.0453487 0.00851125 0.00528804
internal_weight=216.907 2.71742 0.572559 0.35535 214.189 1.35219 0.918781 0.8425 0.754762 0.54295 0.398515 0.215861 0.211813 0.261273 0.208279 0.118936 212.837 188.812 24.0249 23.0112 7.88185 7.45667 6.59643 4.62255 2.18848 2.43408 2.09959 1.00804 0.714718 15.1293
internal_count=4633 213 195 181 4420 322 252 194 193 126 97 94 67 178 159 156 4098 3324 774 764 379 360 351 326 120 206 203 127 122 385
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 2 2 2 0 2 2 0 2 1 2 2 0 2 2 2 1 2 0 1 0 0 1 0 1
split_gain=0.0334111 0.197186 0.884139 0.150606 0.432144 0.145813 0.153606 0.407248 0.238787 0.227837 0.118973 0.156038 1.33244 0.387144 0.617406 0.359801 0.309974 0.691065 0.216707 0.449605 0.60097 0.464697 0.139724 0.486606 0.534349 0.378327 0.3906 0.116277 1.36744 0.943741
threshold=38.751720283100006 38.474425342400004 0.54450465555000005 39.032633164100012 0.40206880030000008 39.117456157700005 39.427119987250002 39.525197829750006 39.262923716450011 0.54191491270000014 39.571921479100006 39.788107623550012 0.5054040298000001 40.003678352300007 0.34554354660000003 39.896141435400004 40.148327922700012 0.53998383280000006 40.21994457600001 40.300545846000013 40.467253020850002 0.40115565405000009 40.722669576350008 0.54504356155000011 0.34503457980000002 0.48104847160000008 0.47976108500000009 0.34479506600000004 0.48634771415000005 0.34488488370000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -5 8 9 -7 -8 -9 12 -12 14 -13 -16 17 -15 -18 -20 21 -21 23 24 -22 26 -26 28 -24 -29
right_child=3 2 -4 5 -6 6 7 10 -10 -11 11 13 -14 16 15 -17 18 -19 19 20 22 -23 27 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00051632572654181595 0.034935909220275119 -0.074499472670293818 0.036493158017526915 -0.025382972163175657 -0.02202707139972777 -0.0086932424624134724 -0.069516591812835857 0.024416268292436472 0.032842514043227779 -0.0086090989463057117 -0.08510975997162408 -0.027483131340211565 0.017876710591954021 -0.0030359933370466079 0.0038665165040732367 0.065503223334859098 0.029083374465516121 -0.095186080515238802 -0.038305228199837213 0.052232208787379046 -0.054308225788951364 -0.0025626465374276892 0.014756450622608278 -0.061348860154599262 0.0025796111498273943 -0.0032256030614858512 0.10756527366961129 -0.079579972811001209 -0.11694912702678906 4.1661722950662768e-05
leaf_weight=30.428428707456789 4.0262599034467703 1.6995205697312479 1.2422777808351382 2.2336385074304408 1.9900979600488424 2.2949890782183493 1.2929728813469403 2.0338551284812629 3.4872368178039324 1.1698326650948727 1.8779425784196053 1.5893462561070908 3.7950369567417965 3.1289531302754758 1.4044693024263777 2.9080588221004291 2.597483552824996 1.099892040088889 3.009935685915706 3.9073555397771988 1.4052101441193361 2.5628744878586076 15.421535122941123 1.6793252626630417 0.66016567967017159 3.1274164053611457 0.76508834958076477 1.5088231335394073 0.83078048564493734 111.30787742230689
leaf_count=1009 31 30 23 34 38 34 34 18 34 14 22 11 46 31 36 27 34 41 34 40 33 31 379 37 62 33 4 18 14 2401
internal_value=3.66372e-06 -0.00290647 -0.0276289 0.000533993 0.0160936 5.40854e-06 0.000329704 -0.000218379 0.0163568 -0.0405855 0.000378281 8.12372e-05 -0.0162152 0.000662992 0.0257948 0.0454299 -0.000306369 -0.0270036 0.000452439 -5.62844e-05 0.000747806 0.0305278 -0.000661666 -0.0138044 -0.000403225 0.0162349 0.0589368 0.00011601 0.00802397 -0.00102321
internal_weight=216.487 33.3702 2.9418 183.116 6.01636 177.1 174.866 169.084 5.78223 2.46281 166.621 164.588 5.67298 158.915 5.90187 4.31253 153.013 4.22885 148.784 146.186 143.176 6.47023 136.706 7.63721 5.95788 4.55267 1.42525 129.069 16.2523 112.817
internal_count=4633 1062 53 3571 69 3502 3468 3400 68 48 3352 3334 68 3266 74 63 3192 72 3120 3086 3052 71 2981 169 132 99 66 2812 393 2419
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 2 1 0 1 2 0 2 2 2 1 1 0 0 1 2 2 2 2 0 1 0 1 1 2
split_gain=0.0406219 0.554213 0.422281 0.34074 1.3165 0.502875 0.489489 0.261524 0.138864 0.325501 0.660034 0.221195 1.02108 0.198211 0.422373 0.136858 0.159926 0.22713 0.381818 0.329511 0.829087 0.502855 0.226768 0.573081 0.508278 0.505687 0.345627 0.656995 0.606114 1.12125
threshold=0.48458129995000004 0.48368312325000012 0.34548366815000003 0.34494476210000008 0.34521421515000011 0.48847339900000003 41.444941515100005 0.34548366815000003 0.49588335680000006 0.35585760905000008 42.844429421150004 0.50035927070000008 36.772607578000013 42.527280425250005 41.529896397300007 0.36265381275000008 0.36618664115000005 0.50386215985000016 0.5054040298000001 0.37644082515000005 39.852039223600009 42.580420142950011 38.621016321050007 38.474425342400004 0.5195503128500002 0.38045268105000002 0.52157121045000021 0.38723391515000005 0.39048232090000007 39.476991512000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 6 -6 -7 13 10 -10 12 -11 14 -9 -13 -17 -18 -19 20 -20 -22 23 24 -21 -24 27 -27 29 -28
right_child=3 2 -4 4 5 7 -8 8 9 11 -12 15 -14 -15 -16 16 17 18 19 22 21 -23 25 -25 -26 26 28 -29 -30 -31
leaf_value=-3.9124188747098639e-05 -0.038983057319767228 -0.0068600857188016234 -0.076468453610228068 0.1240527973101988 0.059226240606664371 -0.05822681166922436 0.0037704932731190211 -0.033500296595973901 0.061582133007983542 0.024624637524906332 -0.019320054291117213 -0.027222254478935705 -0.06687521973274034 -0.027981230460872378 0.029028042270198468 0.02197031486348526 -0.036810196288471007 0.049135176896486998 0.01193009571961866 -0.078000671522660714 -0.1320981648577905 -0.008228514874873907 0.05226285385161028 -0.089457213904599403 -0.0003553421242749017 -0.077178550953926173 0.092418392063215865 0.016201263620344821 0.00098291848145484143 0.00071731536386645167
leaf_weight=86.947111029362574 2.0781620061025015 1.793388165533542 1.6954510901123283 0.87530239298939605 2.8381874439437516 0.78046794980764289 3.6240055218659109 1.8817122116452063 2.4478075434453777 2.4430423825979224 1.7149390485137699 1.7164849077817042 2.4353701929212548 4.1796212951012421 2.5365055575966835 3.5911359065503339 1.6065962978755113 1.6265249752104853 1.9602431007660919 0.89358061627717766 0.92408611666178309 0.50783024726842996 2.102988709579221 0.84102869384332812 14.91888593596944 1.5115345628582866 2.1367355585098258 1.5023064698179949 58.314699563262366 3.5464438738999888
leaf_count=1496 21 10 31 4 29 17 35 38 34 25 21 15 39 33 11 25 38 24 21 28 42 28 31 29 633 11 10 32 1775 47
internal_value=8.58015e-06 -0.00160725 -0.0406873 0.00117262 0.00184856 0.000975957 0.0281266 -0.000534995 -0.000144614 0.000840148 0.0282526 -0.000272269 -0.0210533 -0.0123704 0.00239732 0.000765372 0.00126587 0.000461135 0.0011207 0.000244788 -0.0303237 -0.0881677 0.00145378 -0.00902137 -0.00474317 0.00397782 0.00246252 -0.0306316 0.00402101 0.0351947
internal_weight=215.972 90.436 3.48884 125.536 123.458 122.583 6.46219 116.121 115.34 106.742 4.16275 102.58 4.87841 8.59784 4.41822 97.7011 95.9846 92.3935 90.7869 89.1604 3.39216 1.43192 85.7682 16.6535 15.8125 69.1147 67.0117 3.01384 63.9979 5.68318
internal_count=4633 1537 41 3096 3075 3071 64 3007 2990 2908 55 2853 64 82 49 2789 2774 2749 2711 2687 91 70 2596 690 661 1906 1875 43 1832 57
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 0 0 1 1 1 0 2 0 2 1 1 1 2 2 2 2 1 1 0 0 2 2 2 0 1
split_gain=0.0344073 0.489942 1.66756 0.846475 0.30271 1.92196 0.253311 0.248704 0.172519 0.424841 0.288486 0.609457 0.264799 0.34218 0.262738 0.573968 0.307593 0.622265 1.18508 0.411667 0.647266 0.178451 0.213 0.552801 1.58938 0.994667 0.765404 0.761466 0.445938 0.46509
threshold=0.48588365620000007 0.34587287805000005 41.529896397300007 0.34626208795000007 0.35585760905000008 0.47976108500000009 0.45995628875000011 0.3465914194000001 0.34614233110000009 0.3459626957000001 0.48368312325000012 42.720329370750001 0.47976108500000009 42.320906304050006 0.34560342505000002 0.34554354660000003 0.34566330350000002 41.741384785950011 41.965446242000006 42.684965421050009 42.844429421150004 0.34542378970000004 0.34491482290000003 0.47961138885000004 0.47938684470000009 41.873095646600007 43.968221017800005 41.542492784600007 0.48149755995000004 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 8 6 -6 -5 9 10 14 -12 13 -10 15 21 -16 -18 -19 -20 -21 22 28 24 25 27 -27 -24 29 -1
right_child=1 3 -4 7 5 -7 -8 -9 12 -11 11 -13 -14 -15 16 -17 17 18 19 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0061825071820926867 0.10746556626178967 -0.083716345847461737 -0.0091181284341500368 0.041905353990349802 -0.066705047459711606 -0.14005079387952743 0.042684659544982573 9.5909125650352827e-05 0.028047064924473859 -0.038097758397835732 -0.062983227415351478 0.014198467637702987 0.027490517638070075 -0.058181873237169716 0.048440001826397378 -0.049186169975291738 -0.01710793149729839 0.12032910345910466 -0.027322506528778129 0.08339180472114073 -0.0058589011291909077 0.016746267987132489 -0.010505688086152374 -0.027289997124007471 0.096054912081250166 -0.092305365567447617 0.01354134789579621 0.047473267358319346 0.035512701148076649 0.032913288602969076
leaf_weight=21.405882428588349 1.8547313511371601 1.2025596350431431 3.6244002277962863 1.4407886434346426 0.24363857954244794 1.0670792133169014 1.6143647552607943 113.73314333130367 0.87919498845303568 3.077757568913511 2.1402075104415408 1.9600748065859077 4.7976092919707298 0.96566907254964462 2.1275631822645655 2.4422009841655372 5.6414598077535612 1.150953412055969 2.0077662589028478 1.3539264388382437 2.0322099198820069 5.9241993853647719 7.7001378056348226 9.5028827339410764 1.6518994942307479 2.0853167774912449 1.0160566200502215 3.2093322537839413 3.9560590684413901 3.5470284735011992
leaf_count=596 23 7 31 18 112 20 37 3000 29 43 23 19 21 21 13 20 26 3 25 60 28 55 138 67 6 85 6 15 17 69
internal_value=1.61078e-05 0.00112332 0.0303464 -0.000252535 -0.00142688 -0.0330892 0.0283405 0.000618932 -0.000404364 -0.00163212 -0.000244052 -0.0260877 0.0151093 -0.0170883 0.00113653 -0.00166472 0.0133564 0.00723124 0.0282108 0.00855459 0.0298275 0.000269596 -0.00153552 -0.00826228 0.00328219 -0.00765585 -0.0576284 0.00655048 0.00432021 -0.000625083
internal_weight=215.356 121.856 5.47913 116.376 93.5005 2.92508 1.858 115.174 90.5754 83.9329 80.8552 4.10028 6.64247 1.84486 76.7549 62.441 14.3139 12.1863 6.54486 5.3939 3.38614 59.9988 54.0746 25.1656 15.6627 14.0108 3.10137 10.9095 28.909 24.9529
internal_count=4633 3079 54 3025 1554 169 149 3018 1385 1314 1271 42 71 50 1229 1074 155 142 116 113 88 1054 999 317 250 244 91 153 682 665
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 0 1 2 0 2 1 0 0 2 1 1 1 1 1 0 2 0 1 0 2 2 0 0 0 0
split_gain=0.0334656 0.0722098 0.0719534 0.0681858 0.0766207 0.0921982 0.0632288 0.0620218 0.0564117 0.0419376 0.132287 0.648704 0.238882 0.234781 0.563439 0.452314 0.331516 0.137502 0.0987498 0.186266 1.61727 1.2653 0.287433 0.199951 0.164656 0.0481049 0.842071 1.37876 0.19592 0.315964
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.34007963835000005 31.914316944300001 0.54413041525000005 37.041406607950009 0.38906020780000011 0.52366695610000014 0.5195503128500002 35.887362732750006 0.39736834230000012 0.3975479776000001 0.39500314360000005 0.46280051495000007 0.36618664115000005 0.50035927070000008 36.558960102350007 0.49877249185000011 0.3621298763500001 0.45995628875000011 35.476804824450006 37.572218886150004 0.52324780695000006 0.54191491270000014 0.54413041525000005 0.54504356155000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 7 -1 -7 10 12 -12 18 16 -15 -16 -13 -17 19 20 21 22 23 24 -2 26 -11 -28 -29 -30
right_child=9 2 3 4 5 8 -8 -9 -10 25 11 13 -14 14 15 17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.10227492335912698 -0.10653436639627289 0.10222594100892357 -0.020032928723212193 0.10265322604032033 -0.10242830628200764 0.064737963588787015 -0.10258877286541471 0.04430721366690582 -0.020452604189156912 0.044442029256076557 -0.14417463662984698 0.056412567784687222 0.038620418224221291 -0.1129996919415393 0.11263640675837017 -0.10310586304897802 -0.035169259525639422 0.071325834828876583 -0.033256896399086855 0.014307513678564419 -0.14123529692194303 0.10642139312616417 -0.06657836784842884 0.10139957936143316 0.050550923317635291 2.9051131357317717e-05 -0.14282308121254725 0.057769741487822761 0.052017705982429878 -0.078160411598655291
leaf_weight=0.039124181337298891 0.13648376552737218 0.11727835517376661 0.29606465750839561 0.14233271777629852 0.055454755085520446 0.23330938071012497 0.084008652961756525 0.11008903351194022 0.11656401741394973 3.0023025625850996 0.38983492035185863 0.9425168378511446 1.3842097334563721 0.55638797988649435 0.3011295132455416 0.21137671468818553 0.68074723550353156 0.057480883324160459 1.1665936987847088 3.5135543793439865 0.81486957982269803 1.0260923802852628 1.0458094403147695 0.2059544175863266 0.13055925896333065 195.60789618449701 0.79102169047109816 0.7274283170700071 0.36134636402130127 0.38521458987634105
leaf_count=58 8 8 18 2 7 4 43 18 228 31 9 5 11 18 2 59 47 39 15 16 20 7 12 6 45 3835 13 2 3 44
internal_value=2.58373e-05 0.0167192 0.0288329 0.0186313 0.0395331 0.0173681 -0.033196 0.00587291 0.0363558 -6.7565e-05 -0.00567251 -0.023451 0.000250062 -0.00633516 -0.0414141 0.0284635 0.018006 -0.0658129 -0.00635605 -0.00179023 -0.0186248 0.0206347 -0.037322 0.0273646 -0.0297342 0.000282992 0.00971339 -0.0363199 0.0208354 -0.0151523
internal_weight=214.633 1.19423 0.961004 0.843726 0.547661 0.405328 0.233222 0.149213 0.349873 213.439 12.5636 3.13947 9.42413 2.74964 1.12638 0.569987 1.62326 0.268858 8.03992 6.87332 3.35977 2.5449 1.51881 0.472997 0.267043 200.875 5.26731 2.26501 1.47399 0.746561
internal_count=4633 386 267 259 241 239 119 76 232 4247 319 179 140 170 118 100 52 98 129 114 98 78 71 59 53 3928 93 62 49 47
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 1 2 1 1 1 0 0 2 2 2 2 2 2 2 2 1 1 1 1 0 0 0 0 2
split_gain=0.0317799 0.232176 0.173958 0.690421 0.336488 0.627102 0.586223 0.258808 0.476758 0.20165 0.195655 0.18892 0.421155 0.12466 0.786871 0.118559 0.589939 0.545404 1.29369 0.554947 0.780993 0.314791 0.547236 0.906979 0.799761 0.532252 2.01458 0.52287 1.5766 0.3363
threshold=0.47736594710000008 0.47757552170000012 0.47568935060000012 0.34479506600000004 0.34521421515000011 0.35696536035000009 0.3447052483500001 42.720329370750001 0.34494476210000008 0.3584174126500001 0.34587287805000005 0.47709649410000005 0.47697673720000006 42.055256506450007 40.300545846000013 42.759119507950011 42.686561923500008 42.783136484500005 42.844429421150004 42.91168285345001 42.982930821650008 0.34503457980000002 0.34515433670000012 0.34524415440000006 0.3453339720000001 0.48032993025000009 0.48104847160000008 0.48119816770000007 0.48634771415000005 43.426369480700011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 -1 11 -9 -7 -10 12 -5 14 -8 16 -3 -17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=1 15 3 7 5 9 13 8 10 -11 -12 -13 -14 -15 -16 17 -18 18 19 20 21 22 23 24 25 26 27 28 29 -31
leaf_value=0.00069898164491170303 0.028106367251997156 -0.0005089059478672937 -0.075172147376414034 -0.010406070555843971 -0.11137801199563724 0.070669734041200721 0.10143940925151587 0.016965569320264575 -0.11293840515362552 -0.023422151015877933 -0.027962114723370391 -0.011335656864770078 0.062918749071688915 0.083385419953517156 -0.1691759058154223 0.068145544458188975 -0.057206583418342206 -0.14512940921276934 0.04858058756991885 -0.091592151189547083 -0.034520061599707011 0.096045254378362088 -0.1254380571485682 0.077731401404773831 0.040794691121029562 -0.21611418022497447 0.10180123973624511 -0.14915325555076589 0.023935309922315878 -0.0037699521285300638
leaf_weight=13.830188148976736 2.9939866587519637 146.51457084199419 1.5491227952879834 1.5970239485614002 0.70722119652253812 0.36912197832111815 0.37651113603595732 1.0449483874253931 0.64288953065988586 0.59478253772249445 0.46834301913622767 2.4907615035772324 1.537396352738142 1.0978776277042923 0.15035656625695992 1.3244929781358212 1.8584481214638788 0.58157586201559652 2.7243965050142824 0.8754092213876018 1.9661708047933668 0.67159473150968807 0.52548442035913723 1.5185400098562265 3.2728344108909395 0.43242567777633922 0.51094211637974041 0.69124715961516159 6.1857753714302843 15.01910215744749
leaf_count=538 18 2390 19 34 64 14 31 9 47 123 12 19 13 18 59 11 26 8 28 30 15 4 7 5 31 3 10 7 100 940
internal_value=2.46225e-05 0.000482044 -0.00322005 -0.0142059 0.00276515 -0.0398619 0.00737437 -0.00206863 -0.0315255 0.0126098 -0.0771241 0.00922244 0.0255589 0.0641967 0.0242117 3.41881e-05 -0.00121907 0.00515678 0.00277145 0.00527235 0.00154672 0.00419445 0.00683493 0.00470705 0.00718215 0.00307942 -0.00232507 0.00180077 -0.000532725 0.00431208
internal_weight=214.124 187.667 26.4565 9.33049 17.1261 1.67113 15.4549 7.78136 2.15618 0.963905 1.11123 5.62518 3.13442 1.62475 0.526868 184.673 148.373 36.3 34.9755 34.3939 31.6695 30.7941 28.8279 28.1564 27.6309 26.1123 22.8395 22.4071 21.8961 21.2049
internal_count=4633 3633 1000 153 847 201 646 134 68 137 59 66 47 108 90 3615 2416 1199 1188 1180 1152 1122 1107 1103 1096 1091 1060 1057 1047 1040
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 2 2 0 2 1 1 2 2 2 0 1 2 1 2 2 0 2 1 1 2 2 2 0 0
split_gain=0.0335432 0.491047 0.285901 1.13761 0.488359 0.895802 0.159711 0.750246 0.609834 0.497759 0.974367 0.380535 0.358886 0.728542 0.758098 0.652616 0.468071 0.825765 0.558638 0.316774 0.922252 0.314275 0.472133 0.263835 1.15523 0.725679 0.826284 0.625543 1.52411 0.850293
threshold=0.48458129995000004 0.48389269780000005 0.34494476210000008 0.34521421515000011 0.34530403280000005 0.34587287805000005 42.684965421050009 43.067541470150012 0.47943175355000006 42.243697547450004 0.34479506600000004 0.34542378970000004 43.477771593600004 43.61821939175001 43.895345911700005 0.47880302985000006 0.34575312120000007 44.749265482150008 0.34479506600000004 42.759119507950011 43.022303514600004 0.47757552170000012 42.546237522150008 0.34560342505000002 0.34554354660000003 41.873095646600007 42.081757894750005 40.767054867700004 0.48119816770000007 0.48185683060000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -5 -6 9 8 19 23 -11 -10 15 -14 -15 -9 18 -18 -16 -8 -21 -12 -23 24 25 -1 -27 29 -29 -25
right_child=2 -3 3 4 5 -7 7 12 11 10 21 -13 13 14 16 -17 17 -19 -20 20 -22 22 -24 27 -26 26 -28 28 -30 -31
leaf_value=0.0022402957389867206 -0.035900318187546396 -0.049578580439288061 0.12168174178328893 -0.077981598663966104 0.057567478162283997 0.00011729950592135081 0.022983095815610401 -0.11356608830393587 0.024638912072304561 0.065618015528348533 -0.022636898204804527 0.07641785411623403 0.080574626813331413 -0.090489163036173381 -0.0077791481586821287 -0.0096056986500282493 -0.12967767124442195 0.015550945244476666 0.042079328399497171 -0.13008950132766919 0.062730067705495177 -0.13011776602966951 -0.033664191207633823 -0.061332064566112281 -0.08074649141575467 -0.1158597626857692 0.0011871285937939443 0.06172005038923592 -0.011356377434442446 0.02616197527238337
leaf_weight=38.060564418442851 2.0555436154827467 2.0713191898539653 0.78525834903120895 0.77921057865023513 2.7780984845012417 117.85776349584629 1.1624797669937863 0.80328449817369874 2.9929963275790215 0.76867110749202439 1.4111755029298367 2.699517592554912 1.0767468214571625 0.96090115643710206 6.2193774191880475 2.4320277459919453 0.69866990321315714 0.89057724626036361 3.5186535324901342 0.62122110604872183 0.41294356818889355 1.0626513165771032 0.97140314057469357 2.4297459652713078 1.9086600355803955 1.1456785261156022 1.2735985392325799 5.3513287884416041 6.1158639192581177 2.0460916332958732
leaf_count=579 21 24 4 12 23 3036 13 89 13 27 38 74 24 27 167 12 19 70 24 43 7 25 18 71 14 36 21 66 27 9
internal_value=2.263e-05 -0.00145801 0.00108442 0.00170654 0.000930599 0.00144031 -0.000312796 0.00653308 0.0319226 -0.00299327 -0.0361844 0.0491936 -0.00553313 0.00170116 -0.0052101 -0.0354177 0.00202419 -0.0482949 0.0102363 -0.0128346 -0.0530963 -0.0588977 -0.0840544 -0.000595529 -0.00472007 -0.00113536 -0.0542419 0.0103706 0.0227458 -0.0213349
internal_weight=213.362 89.1061 124.256 122.2 121.415 120.636 87.0348 24.4894 7.88916 62.5454 4.2139 5.69251 16.6002 13.3649 12.2882 3.23531 11.3273 1.58925 9.73803 2.19664 1.03416 3.44523 2.03405 58.3315 42.3885 40.4798 2.41928 15.943 11.4672 4.47584
internal_count=4633 1537 3096 3075 3071 3059 1513 582 150 931 108 87 432 331 307 101 280 89 191 63 50 81 43 823 650 636 57 173 93 80
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 1 1 1 1 1 1 2 1 2 0 1 1 0 2 0 2 1 0 0 0 2 0 2 2 0
split_gain=0.0363551 0.360056 1.25893 0.61478 0.344345 0.718601 1.49183 0.999291 0.669977 0.232951 0.764094 0.760897 0.392396 0.670828 0.366472 0.328636 0.402316 0.760562 0.306892 0.757306 0.873566 0.949605 0.302498 0.573552 0.293082 0.286201 0.68627 0.488488 0.871528 0.260063
threshold=41.319407281650008 41.542492784600007 41.559097512700014 0.48735067810000005 41.741384785950011 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.43349001525000008 0.34512439750000007 0.34491482290000003 41.289992964000007 0.34524415440000006 40.165165956550005 0.47721625100000004 0.34482500525000009 0.3447052483500001 0.48149755995000004 41.184662530950007 0.47820424540000012 40.986363433950011 0.42473279245000012 0.47847369840000004 0.47736594710000008 0.53634621715000008 39.525197829750006 0.44825005235000009 38.983591653800012 38.238138001450004 0.56685428580000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 -2 5 -4 -7 -8 -9 10 15 12 13 -11 -14 16 17 22 19 -16 29 -22 23 25 -20 27 -27 28 -1 -21
right_child=1 2 4 -5 -6 6 7 8 -10 11 -12 -13 14 -15 18 -17 -18 -19 24 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0026004926357462432 -0.0065365849288180847 0.10712666882313358 0.021894801557201277 -0.06586331808571888 0.00083993465010213518 -0.16467419351638279 0.097488405844242856 -0.13146041996954302 0.013084254767817757 0.11421477159965834 -0.050977881070983305 0.068587206789233399 0.047911819678666659 0.0052294014372818642 -0.079470487539091972 0.054282588395958155 -0.034771015796347268 0.072828577794542534 -0.060736556066291261 -0.0019617653491677909 0.069476276477406021 -0.019028436125356919 -0.048964728528585549 0.052804039023990758 0.00077892755436787323 0.014028754349988277 -0.12188089921335898 0.062396156948130679 -0.13613935658122869 0.021959700608569017
leaf_weight=3.484291568097488 8.5525657563939586 1.098095042631029 1.8062102703033804 2.1949894908320848 85.158754826011489 0.90416964888572726 0.60493062809109677 0.63463339452573542 0.64818179896064976 0.83525691921488432 3.5056042964861254 1.7536631208849929 1.6306505443819777 1.744037014126661 1.1472298651933659 1.068026572000236 3.1493826233023592 1.4659128189086903 1.5931832799687975 71.371653967526072 3.7324971917551002 1.7954590249191822 1.3198691569268692 1.7843449786305425 1.5071945699201021 0.79303722362379836 0.69901018700329587 1.009931083768606 0.52039490876632033 4.8537494298029449
leaf_count=163 66 17 20 53 2272 8 26 17 38 8 39 19 78 70 12 27 26 7 23 862 31 29 13 8 20 27 29 11 11 603
internal_value=2.13447e-05 -0.00134477 0.000702678 -0.018653 -0.000599324 -0.0272549 -0.0590519 -0.0084622 -0.0584248 0.00127446 -0.00886852 0.00334794 0.00207971 0.0405223 0.000948216 0.000783418 -0.00323302 0.00573395 5.77469e-05 0.00121298 0.0023452 0.0407303 -0.00449976 0.00257875 -0.0308319 -0.0111947 -0.0496436 0.000245376 -0.0154283 -0.000438536
internal_weight=212.367 101.603 90.855 10.7476 89.7569 4.59813 2.79192 1.88775 1.28282 110.764 18.7998 91.9646 90.2109 2.57929 87.6316 15.2942 14.2262 11.0768 86.001 82.9006 81.7534 5.52796 9.61088 8.29101 3.10038 6.50666 1.49205 5.01462 4.00469 76.2254
internal_count=4633 2517 2398 119 2381 109 89 81 55 2116 361 1755 1736 78 1658 322 295 269 1580 1537 1525 60 262 249 43 241 56 185 174 1465
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 1 1 1 1 2 1 2 1 1 1 1 1 2 1 2 2 1 1 0 1 0 0 1 1
split_gain=0.0299679 0.603061 1.12564 0.3245 0.293163 0.291618 0.62132 1.29184 0.875162 0.607402 0.167558 0.786541 0.579436 0.969846 0.907729 1.08633 0.379232 0.928978 0.757216 0.225128 0.17427 0.527561 0.238985 0.738604 0.524219 0.591336 0.205975 0.276413 0.178798 0.14841
threshold=41.404176814550006 41.542492784600007 41.559097512700014 0.48119816770000007 41.489621506400006 41.741384785950011 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.43349001525000008 42.081757894750005 0.34515433670000012 42.027798546600003 0.34536391125000004 0.34569324270000007 0.34587287805000005 0.42039160505000012 0.34626208795000007 41.835830569250014 0.36880632320000012 42.477827694800006 42.498713093000006 0.34494476210000008 0.34521421515000011 0.47774018740000007 0.39500314360000005 0.54504356155000011 0.57299182660000014 0.34587287805000005 0.34527409360000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 -4 -8 -9 -10 11 -7 13 -13 -15 -16 17 -17 -18 -19 22 -22 -12 -24 -25 28 -27 -28 -26 -23
right_child=1 2 5 4 -6 10 7 8 9 -11 20 12 -14 14 15 16 18 19 -20 -21 21 29 23 24 25 26 27 -29 -30 -31
leaf_value=0.001109727293272103 -0.006722016276502667 0.10590542396158907 0.019838819034595081 -0.02928300071828507 -0.093556833568262318 -0.046714814232231651 -0.15772618807131591 0.096405845895473574 -0.12877262960300834 0.011798925157826507 -0.068771756090433844 0.10008040606863658 0.051839961887882181 -0.093367286189972046 0.079386329718352688 0.01073531346162169 -0.056169286923225342 -0.11582373044232347 0.073994898722842165 -0.043812687780595598 0.073021220447079968 0.0078020057844611808 0.061165892000688206 0.046585856303990342 -0.082249813223017998 0.029924620267199126 0.0063292114607149015 -0.072884087488330071 -0.03881381432176844 -0.0035710021157942594
leaf_weight=115.79076231388265 2.376934235366206 1.0044778818264593 1.794692597474749 1.6732525147963317 1.232255541769973 2.1106718604214612 0.8522770702838901 0.55320785380899895 0.585612224487704 0.64698027042504691 0.71972495640721845 0.98451724974438448 3.8339488441342828 1.0181471779942493 1.6382523402571676 2.459944561123848 0.71845131100781134 0.99329966027289607 1.1825671997103198 0.77121829544194043 0.993719921552496 15.784825135308493 1.3001200366707042 1.0482570151798407 1.4905490726232526 1.467882583034225 1.3591291829943659 0.65176353651349916 2.6020525976782665 42.013146669436082
leaf_count=2167 18 17 20 25 25 36 8 26 17 38 37 15 33 8 6 9 19 20 38 30 17 327 11 17 27 9 20 47 44 1502
internal_value=2.70416e-05 -0.00128073 0.000634679 -0.0341247 -0.0565422 -0.000545809 -0.0255521 -0.0564317 -0.00808863 -0.0549875 0.000756096 0.0100819 0.0188963 0.00596377 -0.00458743 0.00705528 -0.0122896 -0.0289809 0.024802 -0.0843498 -0.00135416 0.000777098 -0.0131311 -0.00909409 -0.0196916 -0.0288677 0.00144443 -0.0193451 -0.0546335 -0.000464994
internal_weight=211.653 95.8619 90.5794 5.28244 2.90551 89.575 4.43277 2.63808 1.7858 1.23259 85.1422 15.711 13.6003 9.7664 8.78188 7.76373 6.12548 4.22446 1.90102 1.76452 69.4312 58.7917 10.6395 9.91975 8.61963 7.57138 3.47878 2.01089 4.0926 57.798
internal_count=4633 2466 2398 68 50 2381 109 89 81 55 2272 214 178 145 130 122 116 59 57 50 2058 1846 212 175 164 147 76 67 71 1829
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 2 1 2 2 0 1 1 2 2 1 2 2 2 0 1 0 2 0 0 0 1 2 1 0
split_gain=0.0354452 0.446688 0.256327 0.825858 0.397069 0.615593 0.344803 0.576205 0.55132 1.1056 0.957904 0.387982 0.351098 0.336518 0.538117 0.591953 1.08685 0.320681 0.291341 0.152013 0.523874 0.714849 0.604112 0.600369 0.285434 0.265286 0.250153 0.40904 0.169984 0.77849
threshold=0.48185683060000012 0.34458549145000011 0.3459626957000001 0.34608245260000009 0.3453339720000001 0.48032993025000009 40.300545846000013 0.35585760905000008 42.154118731400011 42.876019054300009 0.47880302985000006 0.35799826355000003 0.36166581840000006 40.330620469300008 41.289992964000007 0.34569324270000007 42.431220712750012 43.067541470150012 42.081757894750005 0.47568935060000012 0.3447651268000001 0.47868327295000007 40.722669576350008 0.47847369840000004 0.47396784530000008 0.47787491390000009 0.34377713240000007 43.968221017800005 0.34512439750000007 0.47774018740000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 7 -5 -8 -10 11 -11 -13 -6 -15 16 -16 -18 -17 24 23 25 -23 -21 26 28 -1 -28 -22 -30
right_child=1 -3 3 6 13 -7 8 -9 9 10 -12 12 -14 14 15 18 17 -19 -20 20 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013159864604486706 0.057078811597304206 0.00037965982524418892 -0.088423434484854277 0.010397442398967817 -0.020674955359320811 -0.048110856094010751 0.064864568416078169 -0.1380627360024525 -0.13578506564038134 -0.11027508490226089 0.081277844041072675 0.080399819197733161 -0.047056425692252928 0.041318889910242573 -0.058774036501718932 0.062365808921705804 0.030971846281518767 -0.01958399537092477 0.009613088562785272 -0.0058878466065471376 0.004863024046036871 0.064223982830634671 -0.002721803534457997 -0.069704995603702288 0.031782750631839593 -0.040711688075314868 -0.12798443168014717 0.10359507572791336 -0.072555228555509124 0.039669157981493244
leaf_weight=11.692560633461195 1.4034615517593909 139.44342480118351 1.4077428798191238 0.6034451942509802 2.8825043213007033 3.1401237982208832 1.2812636590970212 0.46126587988612755 0.59502546268049661 0.50577939273716788 1.1969228424131868 0.33546409029804636 0.60753430866861891 5.8121636956930187 3.0070063611492497 2.0719015896320334 4.0237018445041031 1.8231774627056436 2.1162376035936177 3.5488229723268914 6.1747455613221991 2.7866565976291886 2.6108370185829699 2.5216163017321378 3.2819005200872189 2.560215265111764 0.33825796851374512 0.098477192223072052 1.4853357009706087 1.0587186450138688
leaf_count=507 10 3250 12 23 20 22 53 34 20 15 8 66 24 30 31 8 38 35 37 29 56 28 22 21 56 23 103 1 46 5
internal_value=3.04568e-05 0.000944636 -0.00180819 -0.0199705 0.000207125 -0.00555089 -0.00272164 -0.0539201 0.00933314 -0.0126219 0.0150778 -0.0396141 -0.00171489 0.011147 0.016012 0.00473407 -0.00991853 0.0152075 0.0357102 -0.00204853 -0.00724376 0.00191232 0.0318414 -0.032397 0.00561962 -0.0124101 -0.0014595 -0.0757667 -0.00409947 -0.0258526
internal_weight=210.876 140.847 70.0294 6.99444 63.035 41.2983 5.5867 1.06471 4.52199 3.24073 2.6457 1.44878 0.942998 21.7367 18.8542 13.042 8.85389 5.84688 4.18814 38.1581 22.7469 16.6765 5.39749 6.07044 15.4112 11.279 12.1293 0.436735 8.7188 2.54405
internal_count=4633 3260 1373 255 1118 919 243 57 186 133 113 105 90 199 179 149 104 73 45 897 230 180 50 50 667 130 611 104 107 51
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 2 2 2 0 0 1 1 1 0 0 1 1 1 0 2 0 2 0 2 2 0 2 2 0
split_gain=0.0346532 0.197146 0.14827 0.217574 0.16634 0.323109 0.124151 0.734428 0.348402 0.478695 0.355939 0.285225 0.624143 0.214769 0.143454 0.394186 0.469392 0.370438 0.539761 0.518467 0.313772 0.406085 0.566932 0.349327 0.310281 0.777393 0.183325 0.159984 0.134255 0.136567
threshold=0.47721625100000004 0.47709649410000005 0.47787491390000009 0.34530403280000005 0.47811442770000007 0.34446573455000007 38.983591653800012 38.238138001450004 38.171717059500004 0.47396784530000008 0.47076434840000009 0.34269932035000011 0.34007963835000005 0.33400197600000009 0.47697673720000006 0.47568935060000012 0.34479506600000004 0.34521421515000011 0.35696536035000009 0.47396784530000008 39.032633164100012 0.45995628875000011 42.498713093000006 0.43572048740000008 41.404176814550006 42.686561923500008 0.45995628875000011 50.189067467950004 48.96897326980001 0.39672464895000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -4 -6 7 8 9 10 11 12 13 -1 15 17 -17 19 -19 20 -8 23 -23 28 -18 -26 27 -20 29 -22
right_child=2 -3 4 -5 5 -7 14 -9 -10 -11 -12 -13 -14 -15 -16 16 24 18 26 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.035438810497901763 0.00047924258403680151 -0.036176371309833678 -0.032276907370072314 0.03101308248310258 -0.049346774065024898 0.00048960150463299901 0.089434452436191317 -0.13199559681555348 0.098798785988813365 -0.072872807958335686 0.11338294255773709 0.033363959570139101 -0.16557930511396599 0.078701924280361796 0.030778405302109336 -0.11952751260244204 0.041334280013394287 -0.11111197079946998 -0.10595992480813093 0.051970859722036779 -0.0079875592109966802 -0.11956348752688231 0.012229621517820304 0.076134109144040729 -0.12907305270053684 0.020577907459424158 0.041963122957855641 0.10163895733009294 -0.016694310932654808 0.028698412980909152
leaf_weight=0.41146542396689589 5.942818555980919 1.7206190642900754 1.5995651744306076 3.8426898159086704 1.3107259380049061 174.17187747380984 0.38860771432518859 0.48687208977207763 0.31818963959813107 0.8998202783986925 0.30651507456786919 1.0736082224847505 0.28579547755998647 0.27504634772776626 1.6409456713590778 0.53162694246566511 0.67817687988281283 0.62480584819786489 0.18190469569344714 2.6028797999024382 1.9053242875662002 0.65493428704212397 0.65066492150072008 0.65784766667638894 0.58812076691538073 0.84709656800259836 0.5873808297328651 0.046639394015073776 2.8663321499479935 2.1708336355513893
leaf_count=115 37 17 20 37 17 3542 2 15 2 13 3 76 5 17 24 12 3 45 97 29 163 27 13 33 30 43 15 1 40 140
internal_value=3.26077e-05 -0.00359503 0.000486908 0.0124696 -0.000175254 0.00011736 -0.0010094 -0.0167806 -0.00106969 -0.0108405 0.0128873 -0.00216879 -0.0414036 0.0102909 0.00262135 -0.000269452 -0.0355351 0.0067239 -0.0411661 0.0125232 0.00147612 -0.00236191 -0.0538824 0.00648837 -0.0144067 -0.0407458 0.0123959 -0.0635949 -0.000111034 0.0115502
internal_weight=210.27 23.4021 186.868 9.78551 177.082 175.483 21.6814 4.05731 3.57044 3.25225 2.35243 2.04592 0.972307 0.686512 17.6241 15.9832 2.64502 13.3382 1.44073 11.8974 9.29454 8.90594 1.3056 7.60034 2.11339 1.43522 0.815925 0.228544 6.94249 4.07616
internal_count=4633 980 3653 74 3579 3559 963 246 231 229 216 213 137 132 717 693 88 605 158 447 418 416 40 376 76 73 113 98 343 303
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 1 0 0 1 1 1 0 0 2 0 2 2 1 2 2 0 1 1 0 1 2 1 1 2
split_gain=0.0289826 0.158773 0.138949 0.638475 0.375987 0.238802 0.332735 0.130071 1.1204 0.440682 0.580735 0.172219 0.111841 0.25462 0.30193 0.166655 0.649827 1.0356 0.525026 0.203712 1.11188 0.637217 1.3055 0.836342 0.692842 1.00923 0.627017 0.415394 0.586933 0.381753
threshold=0.47721625100000004 0.47709649410000005 0.3447052483500001 0.3447651268000001 0.48149755995000004 0.34479506600000004 0.34482500525000009 0.47787491390000009 0.47811442770000007 0.34491482290000003 0.34494476210000008 0.34536391125000004 0.47905751325000007 0.47868327295000007 41.257948413050009 0.48077901860000011 43.276780833950006 41.835830569250014 0.34554354660000003 41.835830569250014 41.404176814550006 0.48654231910000006 0.37043801085000005 0.41997245590000004 0.54695967185000016 0.45824975300000009 42.243697547450004 0.34575312120000007 0.42473279245000012 42.027798546600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -5 -7 11 -9 -10 -11 -8 13 14 -12 16 17 18 -14 20 -17 -22 -23 -24 -25 -26 27 -21 29 -29
right_child=2 -3 3 5 -6 6 7 8 9 10 12 -13 15 -15 -16 19 -18 -19 -20 26 21 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.00095738733437014168 -0.0052187062663965993 -0.032530216324037318 -0.060592346454787338 0.051859922507970606 0.039921544983685081 -0.057823524627208391 0.0016141744318834289 -0.11025569795844077 0.046012660883712447 -0.084615981898130091 -0.032445043837564295 0.031608103405433415 0.022956333073914491 0.03378688233742988 0.020974030299480109 0.00094014665296601968 0.036967135676650803 -0.078050839292278421 -0.037966219056675937 0.067970502868986912 -0.079098117858999631 0.057783728811974439 -0.14381737352095811 0.079033232834065215 -0.11530085944455769 0.070011301706768989 0.00015569003965172818 -0.019691364378536309 0.068324841134136852 0.026807573687751732
leaf_weight=21.214421648907749 4.4023804932512567 1.7220504418946792 1.7292172163724888 0.89954967796802421 3.1766755301505327 0.98262526653706928 5.1104348474182171 0.91779605904593964 2.1039100475609294 0.80798756331205268 1.961187487700953 3.0608901642262936 3.4930986203253251 3.1755726654082537 2.2976709950598888 84.145541409561588 2.1330976486206046 2.5488124047406018 2.3772751484066248 2.0133851170539847 2.6703977994620791 1.5099375415593383 0.80387554684421081 0.49908491378300812 0.9576656869612632 0.42400811462903221 43.717903682607471 3.3730253212852386 1.8197045760934996 3.7050145760294981
leaf_count=963 33 17 10 8 24 9 29 17 10 16 17 34 23 23 27 1595 10 34 39 7 18 17 31 16 23 46 1397 40 56 44
internal_value=2.68932e-05 -0.00332785 0.00043877 -0.000122033 0.0137013 0.000467042 0.000205276 0.000529944 -7.12155e-05 0.000536014 -4.58525e-05 0.0128496 0.000371755 0.0123551 -0.00362524 -0.00019863 -0.0123338 -0.0248248 -0.00171495 0.000680622 -0.00221695 -0.0409142 -0.0166051 -0.0584442 -0.0219539 -0.0584323 0.0055079 0.0269527 0.0176712 0.0046486
internal_weight=209.754 22.9365 186.818 179.239 7.57906 177.509 176.61 175.627 167.456 166.538 164.434 8.17133 163.626 7.43443 4.25886 156.192 10.5523 8.41919 5.87037 145.64 91.0105 6.86497 4.19457 2.68463 1.88076 1.38167 54.629 10.9111 8.89774 7.07804
internal_count=4633 980 3653 3596 57 3586 3578 3569 3506 3489 3479 63 3463 67 44 3396 106 96 62 3290 1746 151 133 116 85 69 1544 147 140 84
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 1 1 2 2 2 2 0 0 0 2 0 2 2 1 0 0 0 2 0 0 1 0 0 0
split_gain=0.0328629 0.448653 0.53962 0.435946 0.424642 0.243149 1.08847 0.327327 0.260069 0.442032 0.230399 2.01418 0.85082 0.499579 0.823747 0.536704 0.761615 0.354825 0.410506 0.377909 0.643038 0.458571 0.784315 0.254567 0.245361 0.231813 0.34912 0.464323 0.410185 0.363567
threshold=0.41808628485000005 0.53998383280000006 0.41917906650000009 0.42111014640000005 0.4172030777500001 0.53998383280000006 0.40651477500000005 0.41625999220000004 37.765550062200006 42.055256506450007 40.574766824850009 40.371455563000005 0.54504356155000011 0.54191491270000014 0.54450465555000005 38.396531328800009 0.55877069550000014 38.911218973650008 38.621016321050007 0.42111014640000005 0.55688452445000014 0.55980359870000018 0.56685428580000019 40.00488309970001 0.56300709560000006 0.55234873210000013 0.42307116555000007 0.5541600551000001 0.55688452445000014 0.55980359870000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 7 8 -1 -7 -10 11 13 -12 -4 -15 16 -16 18 -17 -19 -21 -22 -23 -24 -18 -14 -27 -28 -29 -30
right_child=1 2 10 -5 -6 6 -8 -9 9 -11 12 -13 25 14 15 17 24 19 -20 20 21 22 23 -25 -26 26 27 28 29 -31
leaf_value=0.00026442761938482394 -0.018420294129119514 -0.070100637856571169 0.099346723410317805 -0.11265332785546869 0.041881558032292043 0.028944204104480932 -0.11627579971077205 0.049144999729260619 -0.12014055716759829 0.0017395305969293675 0.05202126961666205 -0.18555797339947458 -0.024554890876288423 -0.059289368861588969 -0.1337080299396099 0.0089230187485895788 0.087357982824182459 0.047390880477782359 0.10009912207613764 -0.10369244096346591 0.082267383334645686 -0.081198277485438008 0.0057750254287419686 0.082534369899885787 -0.018726678930086161 0.096176866324646143 -0.086163037491137809 0.048142942028963277 -0.11896837337220929 0.0017609001186699664
leaf_weight=158.78160217985581 1.8547485973685973 1.0640930831432331 0.4875758520793142 0.66766335719864844 2.461523429316002 1.8442385609669139 0.97731346878481407 1.3818857595324505 0.38102164212614287 1.3586177413017138 3.7155941822566119 0.61183956967670461 3.2331182826310423 2.2135684392414978 0.59343383161103647 0.9586147447134844 0.26659457674395515 1.7569391522556541 1.0184214111422987 0.59951041359454382 0.67904189974069584 1.0271244244067932 2.0225113903238712 0.54942629785205088 1.1966254265044538 0.40662865905324252 0.57185144698087498 1.9830935243517185 0.25391556438989837 14.138302526886944
leaf_count=2634 18 16 5 118 17 13 59 4 8 72 38 19 32 17 42 25 11 11 16 18 6 32 97 36 393 9 11 16 11 829
internal_value=2.64443e-05 -0.00247891 0.000141992 -0.0433631 0.000653886 3.78106e-05 -0.0227289 0.000686168 0.00278113 -0.0249551 0.00209438 -0.0081335 0.00797848 -1.38107e-05 -0.0037746 0.00774423 -0.0381525 0.0187055 0.0558901 0.00762479 -0.00669914 0.00689298 -0.00732806 0.0221726 0.000601649 2.94906e-05 0.00460971 0.00241266 0.00550586 -0.000369073
internal_weight=209.056 41.8702 39.3478 2.52241 167.186 164.725 4.56119 160.163 3.58388 1.73964 38.2837 13.9812 24.3025 13.3694 12.8818 10.6682 2.05665 8.61159 1.97704 6.63455 4.87761 4.2781 3.59906 2.57194 1.46322 20.5869 17.3538 16.9472 16.3753 14.3922
internal_count=4633 1826 1690 136 2807 2790 152 2638 93 80 1674 728 946 709 704 687 446 241 41 200 189 171 165 133 404 908 876 867 856 840
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 0 1 2 0 2 2 2 0 0 1 0 2 2 0 0 1 1 2 0 0 1 1 2 1 0
split_gain=0.0311799 0.063252 0.0657142 0.0620016 0.0684774 0.0828953 0.0545958 0.0578135 0.0515491 0.0514048 0.111464 0.0687779 1.24943 0.566487 0.653417 0.517736 0.183813 0.0870401 1.31705 1.09805 0.21707 0.276741 0.0597113 0.433542 1.52635 0.635978 0.454031 0.15488 0.275659 1.05362
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.34007963835000005 31.914316944300001 0.54413041525000005 35.374259656300005 35.771221912400001 36.257608591500009 0.50730517050000012 0.50035927070000008 0.36510882910000009 0.5218855723000001 36.558960102350007 37.041406607950009 0.50035927070000008 0.50452082270000009 0.38723391515000005 0.39019789825000006 37.765550062200006 0.52324780695000006 0.54191491270000014 0.42307116555000007 0.4529056016000001 38.060777288450005 0.37407562650000009 0.52889135055000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 7 -1 -7 -2 -11 12 13 14 -12 -14 -13 18 -18 -20 -21 -22 23 -19 -25 -26 -27 28 -24 -30
right_child=9 2 3 4 5 8 -8 -9 -10 10 11 16 15 -15 -16 -17 17 22 19 20 21 -23 27 24 25 26 -28 -29 29 -31
leaf_value=-0.10226892655102567 -0.011581442424969926 0.10201075039386374 -0.018160586213234988 0.10239283065417232 -0.10220896166169252 0.064306108163959583 -0.10235110349361948 0.041484561077548943 -0.018221175735151213 0.033877733957997834 0.08533001837980507 0.042441317494038705 0.11062783722915111 -0.1619864604156408 -0.13930507585516091 -0.0033605719863343125 -0.1274310020169257 0.034810243399933556 0.065336580759339971 -0.12028043782742762 0.050717759096218076 -0.086370356691771899 0.010956485967711165 -0.13553238708899992 0.068415707171929172 -0.12397866522017707 0.0096147385118723477 0.00029006521388949276 -0.13330414853858163 0.034048414700229755
leaf_weight=0.037945681907827433 3.8066391346878836 0.10624389909207821 0.29532326722983271 0.12899430841207504 0.049774274230003357 0.221175916492939 0.07308243530505365 0.10648631388039576 0.11506331266046743 0.97500965970175357 0.27585316202021137 1.0251175736880203 0.62837696075439442 0.61368420347571373 0.24405105412006378 1.0890306710271032 0.81234004314865105 3.3825864666432599 1.7532944381237032 0.42030962556600548 0.26135298609733582 0.3373097706153203 1.2607874404056922 0.80991327943047542 1.3709195256233218 0.3669368211940307 0.82948627184487123 185.3154138574414 0.77834531184635103 0.72812628944052449
leaf_count=58 55 8 18 2 7 4 43 18 228 37 41 36 5 5 2 46 21 44 7 6 2 56 15 17 6 26 36 3730 20 34
internal_value=2.24757e-05 0.0165584 0.028063 0.0183676 0.0393141 0.0182351 -0.0319206 0.00371714 0.0360647 -6.80823e-05 0.00014752 -1.50445e-05 -0.0154372 -0.0969201 -0.0201172 0.0383463 0.000205401 -1.27986e-05 -0.015454 0.017358 -0.0651964 -0.026523 0.00027128 0.00950533 -0.0158395 0.0219197 -0.0313577 -6.05997e-05 -0.0235436 -0.0524173
internal_weight=208.219 1.13409 0.916575 0.810331 0.515008 0.386014 0.217514 0.144432 0.336239 207.085 203.278 202.303 2.851 1.13359 0.519904 1.71741 199.452 198.427 3.58461 2.77227 1.01897 0.598663 194.843 6.75984 3.37726 2.56734 1.19642 188.083 2.76726 1.50647
internal_count=4633 386 267 259 241 239 119 76 232 4247 4192 4155 99 48 43 51 4056 4020 92 71 64 58 3928 129 85 68 62 3799 69 54
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 1 0 0 1 2 1 1 0 1 1 1 1 2 1 1 2 2 1 0 1 1 0 0
split_gain=0.0315237 0.606538 0.175148 0.456383 0.211527 0.551101 0.392714 0.485968 0.173689 0.230952 0.172248 0.164837 0.694983 0.177198 1.15049 0.501578 0.696119 0.581779 0.628765 0.457024 1.18895 0.935549 0.726358 0.545181 0.379741 1.01484 0.368371 0.924804 0.247041 0.234802
threshold=42.081757894750005 42.027798546600003 42.477827694800006 42.498713093000006 0.34494476210000008 0.34521421515000011 0.47774018740000007 0.39500314360000005 0.54504356155000011 0.57299182660000014 0.34587287805000005 41.909642283050012 0.42039160505000012 0.40115565405000009 0.53634621715000008 0.39394030120000006 0.39500314360000005 0.39900002995000006 0.3975479776000001 41.243661560350013 0.41997245590000004 0.42307116555000007 41.16018805045001 41.559097512700014 0.39078171310000004 0.52769378160000013 0.43593006200000012 0.46280051495000007 0.53017873715000008 0.52401125715000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 -2 -6 -7 10 -9 -10 -8 13 -13 15 -15 24 -17 18 28 22 -21 -22 -16 -23 29 -26 -25 -28 -18 -1
right_child=2 -3 3 -5 5 6 7 8 9 -11 -12 12 -14 14 19 16 17 -19 -20 20 21 23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.002092182087466339 -0.067113760393416558 0.039380205116457519 0.069011340039732569 -0.00075325592223514728 0.052834221584679854 0.040594215070503807 -0.078547627657754721 0.027308290331267873 0.0052309967418733604 -0.068208381313241348 -0.035184449366287056 -0.048576652121095645 0.056137529988203795 -0.11613848051892964 -0.0012484877733373971 0.080519548588356221 -0.037579901699848317 0.042943438037338952 -0.10662038404600914 -0.13286760662105143 0.097342085107680831 -0.12552258435845171 0.098928099854996121 0.066900575692806746 -0.13177069505409431 0.023367149496902859 -0.11389680191336218 0.086595903910734393 0.033401673026858897 -0.034116768376990819
leaf_weight=87.026672275614814 0.69292614718062751 3.9754415193710875 0.95332150199089838 57.186343001136379 1.2220828637655348 0.97589380200952103 1.4127759453840552 1.4398524392163383 1.329043132252991 0.63177419189014461 2.6052798149175942 2.5096108564476363 0.84797689136030374 0.92113768491253623 28.812608159761186 1.8617021783720691 0.8226700806408197 2.6399597951349278 0.67534560372587282 0.94399331149179433 0.69649337092414532 0.51834442537392522 0.74245019943555135 0.46878158301115014 0.76541654995526076 0.93888528156094253 0.62986714986618608 0.36245813340610766 1.2136857376317491 1.8285190602764476
leaf_count=1133 37 36 17 1829 11 17 27 9 20 47 44 63 29 42 925 14 31 20 49 15 16 34 8 7 45 10 17 42 16 23
internal_value=1.76371e-05 0.000881636 -0.00173944 0.000390681 -0.0137519 -0.00990696 -0.0190408 -0.0268854 0.000935061 -0.0184311 -0.0504312 -0.00025016 -0.0221305 0.000306948 -0.00590053 0.00247167 0.0278497 0.00952725 -0.0230049 -0.00283966 -0.036377 -0.00233806 0.00126804 -0.0374117 0.000450224 -0.0463066 -0.00615335 -0.0406646 0.00472573 0.00134705
internal_weight=207.651 139.202 68.4493 58.1397 10.3096 9.6167 8.39462 7.41873 3.40067 1.96082 4.01806 135.227 3.35759 131.869 34.0961 97.7729 7.21336 5.35166 2.7117 33.175 3.61994 2.67594 29.5551 1.97945 90.5595 1.7043 1.46111 0.992325 2.03636 88.8552
internal_count=4633 2575 2058 1846 212 175 164 147 76 67 71 2539 92 2447 1106 1341 130 116 96 1064 131 116 933 100 1211 55 66 59 47 1156
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 0 0 0 0 2 2 0 1 1 2 1 1 2 0 0 2 2 2 0 2 0 0 0 1
split_gain=0.0298779 0.175926 0.0373387 0.0898638 0.0841156 0.0769223 0.10226 0.104319 0.0839851 0.043364 0.0576537 0.109682 0.170675 0.039849 0.0323095 0.0709218 0.0299089 0.279632 0.396283 0.249916 0.258069 0.161638 0.750923 0.539641 0.451801 0.272157 0.465094 0.809772 0.329369 0.226535
threshold=0.61311038590000011 0.45824975300000009 0.66977036620000019 0.57854555250000017 0.58454836680000011 0.66718062335000017 0.66505493850000008 0.66011496660000013 0.65010029640000011 0.61540073650000016 49.247968080500009 48.823707093150006 0.63528038085000016 0.4995808509000001 0.50491003265000012 45.044778924400006 0.43349001525000008 0.43075057630000008 41.087689990200012 0.54504356155000011 0.5541600551000001 42.546237522150008 42.477827694800006 43.276780833950006 0.55788748840000013 42.431220712750012 0.55688452445000014 0.56065686655000013 0.5619592227500001 0.45107930900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 5 -4 -5 6 7 8 9 -3 11 12 13 -11 -15 -16 17 -1 -19 -18 -21 22 25 29 -25 26 -22 -28 -29 -23
right_child=1 2 3 4 -6 -7 -8 -9 -10 10 -12 -13 -14 14 15 -17 19 18 -20 20 21 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=4.4938094567900835e-05 -0.10764425866242081 -0.059479025958782739 -0.10684058754789871 0.069055561200673202 -0.10246747313702501 0.098241867669359453 -0.11622143961061888 0.093265548225338071 -0.10280315361373885 0.043021950594309466 -0.059335821927455727 0.10279906524051947 -0.10304738948884207 -0.10488487831044042 -0.10011313722827878 0.096801161385140722 0.068919733622636162 -0.10263059425234576 0.0071653607008071831 -0.038089052465719669 -0.063960951443844283 -0.082159438717058678 0.10672269295463579 0.10614640305038564 -0.00048653394960316508 -0.061372325777272023 0.075414522419960661 -0.057602235091093149 0.0076817399104942329 -0.012823444386933742
leaf_weight=182.55260665446411 0.17660249936652306 0.098700241983351367 0.10706404148980642 0.092534549068659544 0.041375203102745672 0.08170021615387657 0.073642445486257091 0.12079675869017581 0.08082497943419753 0.39681105210365786 0.1040531656199164 0.13227027654647827 0.12297596088831142 0.034702664105680014 0.032149091876362945 0.04243008850608021 0.57137960966508927 0.63980824901955091 0.67609112314676167 1.4984291390865134 0.83591351276845571 1.0881552575156082 0.76799532375298518 0.46375925838947329 2.7744566182227572 0.59013068396598178 1.7777741287500237 0.84426261211046849 9.1304523989442128 0.83112336866906833
leaf_count=3050 21 28 115 7 101 15 14 14 71 47 24 2 65 12 110 2 71 36 12 25 13 23 6 4 228 9 15 10 455 28
internal_value=1.30006e-05 -0.0130408 -0.00234498 -0.0385452 0.0160587 0.00425828 -0.00193725 0.0052825 -0.0048887 0.00331998 0.0104824 0.0200245 0.00262004 0.0282963 -0.0251739 0.0119167 0.000123689 -0.00028616 -0.0462189 0.00368272 0.00187347 0.00500794 0.0106016 -0.010118 0.0147848 0.00500001 0.00811147 0.0132377 0.00215609 -0.0521342
internal_weight=206.781 1.73863 1.56203 0.240974 0.13391 1.32106 1.23936 1.16571 1.04492 0.964093 0.865392 0.761339 0.629069 0.506093 0.109282 0.0745792 205.042 183.869 1.3159 21.1738 20.6025 19.104 13.9465 5.15749 3.23822 13.1785 12.5884 11.7525 9.97472 1.91928
internal_count=4633 648 627 223 108 404 389 375 361 290 262 238 236 171 124 112 3985 3098 48 887 816 791 508 283 232 502 493 480 465 51
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 2 0 2 1 0 2 0 2 2 2 2 1 1 1 0 2 0 2 2 1 1 1 1 2
split_gain=0.0290978 0.157342 0.330598 0.209743 0.460539 0.270504 0.521042 0.560004 0.45552 1.48403 0.270058 0.204335 0.461428 0.187467 0.338498 0.390182 0.120409 0.291001 0.626422 0.506552 0.460525 0.358675 0.323106 0.496357 0.133496 0.120331 0.635218 0.445006 0.396481 0.145222
threshold=44.202975721700007 43.735142172100005 43.564719632750005 0.42209814075000007 0.43593006200000012 0.40206880030000008 43.930205408700004 0.48032993025000009 43.895345911700005 0.34527409360000011 0.56300709560000006 43.384297312450009 0.48119816770000007 43.276780833950006 43.182896969600009 43.131467368600006 47.927946529500012 0.4172030777500001 0.44618424600000006 0.3584174126500001 0.60134427115000011 47.079243513300007 0.47774018740000007 44.749265482150008 48.393869453650005 0.37820723930000005 0.39150025445000008 0.40272746325000003 0.4529056016000001 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 11 5 -5 6 8 -8 9 -3 -6 13 -13 14 15 -1 17 19 -19 22 -20 -21 23 -2 -18 29 -27 -28 -29 -26
right_child=16 3 -4 4 10 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 24 18 20 21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=1.1778181084970017e-06 -0.11577337038721591 0.083889736912548918 -0.037332434614160068 -0.11870308481950886 0.10876490875774532 0.050393646504313085 0.014092034047565389 -0.082593715528254633 0.080331934392673554 -0.092372196386025548 -0.10109808569111406 -0.03454230097138581 0.059188692360901511 -0.029749233134311649 0.033496498548833596 -0.060628990028791012 0.038754558313325291 0.076834614097826437 -0.083063303952015 -0.10918299723208512 0.033018516777760271 -0.019102307659753088 0.03217380266994526 0.0073886634071714105 0.023356390417952951 -0.12590885069380384 0.071502228338836557 -0.10904263631493992 0.0059397315556807915 -0.0075888950103760429
leaf_weight=170.57469705380774 0.50097198001197119 1.0439855506010625 2.3725885275030114 0.34988299493852526 0.21780896186828613 1.9727856181561945 1.3970050160198755 1.0487874802201984 1.2738771917006488 0.88055759415146906 0.085343557439045981 0.77288852996838331 1.6389852656739092 2.1144816907608392 3.0018453348602625 1.0680718705564789 0.95361952832899888 0.95857171244642847 0.72741755761671789 1.0167724364437161 0.64462880911196407 0.781948294606991 1.3929861653596161 0.94346489338317951 2.8764015184715372 0.45554442919092286 0.67275781461648909 0.41831067219743534 1.059313931258657 3.2076457566727186
leaf_count=3234 28 11 48 13 1 13 33 12 13 40 124 33 31 33 32 34 36 34 31 204 58 43 12 57 32 12 45 108 177 51
internal_value=1.4468e-05 0.000365685 -0.000248814 0.0138552 -0.0405342 0.0185182 0.00737694 -0.0273681 0.033946 0.00324266 0.0496842 0.000242249 0.0291525 -0.00015223 0.000206111 -0.000376102 -0.00399904 -0.0140162 0.0148091 -0.0285069 -0.0285246 -0.0700227 -0.00218882 -0.0353274 0.00323758 -0.000659977 -0.0186402 0.00408394 -0.0266114 0.00704134
internal_weight=206.424 189.814 181.544 8.27003 0.653036 7.617 5.64421 2.44579 3.19842 1.92454 0.303153 179.171 2.41187 176.759 174.645 171.643 16.6104 6.96676 2.33062 4.63614 1.37205 1.79872 2.83742 1.44444 9.64359 8.68997 2.60593 2.15038 1.47762 6.08405
internal_count=4633 3705 3445 260 138 122 109 45 64 51 125 3397 64 3333 3300 3268 928 467 123 344 89 247 97 85 461 425 342 330 285 83
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 0 0 0 2 0 0 1 0 1 1 0 1 1 0 2 1 1 1 0 0 0 0 0 0
split_gain=0.0341672 0.157136 0.0353001 0.077929 0.0736534 0.0703581 0.0890488 0.090802 0.0750683 0.0399584 0.0792681 0.0714425 0.0788885 0.0649333 0.0323918 0.345027 0.164038 0.321896 0.477886 0.189956 0.224711 0.175004 0.159994 0.504423 0.134054 0.112602 0.868976 0.524515 0.80428 0.421204
threshold=0.61311038590000011 0.45824975300000009 0.66977036620000019 0.57854555250000017 0.58454836680000011 0.66718062335000017 0.66505493850000008 0.66011496660000013 0.65010029640000011 45.044778924400006 0.61797550970000004 0.63528038085000016 0.49284452560000008 0.6310290111500001 0.34506451900000007 0.34503457980000002 0.47604862130000009 0.34518427590000006 0.35696536035000009 0.47709649410000005 41.808689985400001 0.3584174126500001 0.34518427590000006 0.34566330350000002 0.47721625100000004 0.48233585820000008 0.48185683060000012 0.47976108500000009 0.47943175355000006 0.47811442770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 5 -4 -5 6 7 8 9 10 -3 12 -12 -11 15 25 17 -16 -19 20 -18 -20 -22 -24 -21 26 27 28 29 -1
right_child=1 2 3 4 -6 -7 -8 -9 -10 13 11 -13 -14 -15 16 -17 19 18 21 24 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079637197723980962 -0.1070480351505787 -0.10421153669496271 -0.10642464793562433 0.063645783938604331 -0.10232587072864269 0.09686417616755752 -0.11453169771408329 0.090071175039990264 -0.10263117920855505 0.059992391017853433 0.038306701540637061 -0.1031355813334055 -0.10035434147388225 -0.017487423351208412 0.091207734097273674 -0.044335024139673933 0.057792487530113845 -0.10896724224800665 0.066584164962355211 -0.02745857376852371 0.045847361421996996 -0.029671657371146826 -0.11938158097596374 0.061969263446552549 0.0009337516911205072 -0.013613756276649036 0.075272836175920566 -0.044109945417532707 0.060086376065449067 -0.050757116192661357
leaf_weight=21.950389208210325 0.16461039954003709 0.087452926375590101 0.099671198684276763 0.086153561773244292 0.038770019136521228 0.074438882061258371 0.06791682302718971 0.10902897463256522 0.074474189862456797 0.23120616810047068 0.28802668283333333 0.05633699206964593 0.047846112936667851 0.20325584715101286 0.19276868972815364 1.8754691911290127 1.2651176732033484 0.66723304115620841 0.29535919242869113 1.6802877360023547 0.37425170466303814 0.52395197325586196 0.33757140641682781 0.28108761133626103 161.10431498307923 5.4048235164955249 1.5384105294942845 2.6667003251495762 2.2152953147888175 1.7081321122968791
leaf_count=652 21 38 115 7 101 15 14 14 71 23 25 57 122 25 63 18 8 79 14 16 3 123 32 14 2858 38 6 15 11 35
internal_value=1.23173e-05 -0.0144119 -0.00400012 -0.0404788 0.0121365 0.00260717 -0.00341266 0.00346294 -0.00608877 0.00177659 -0.0181214 0.00107452 0.018554 0.0237447 0.000127466 -0.00253395 0.00072384 -0.0303724 -0.0461384 0.00104025 0.0298454 0.00502827 -0.00576342 -0.0369849 0.000640682 -0.000324587 0.00206332 -0.00188287 0.00246929 -0.00292576
internal_weight=205.71 1.62919 1.46458 0.224595 0.124924 1.23998 1.16554 1.09763 0.988599 0.914125 0.479663 0.39221 0.335873 0.434462 204.081 37.3592 166.722 1.67931 1.48654 165.043 2.25803 0.819311 0.992911 0.618659 162.785 35.4838 30.0789 28.5405 25.8738 23.6585
internal_count=4633 648 627 223 108 404 389 375 361 290 242 204 147 48 3985 775 3210 279 216 2931 57 137 49 46 2874 757 719 713 698 687
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 2 0 1 1 2 2 0 2 0 1 1 1 2 1 0 0 1 0 2 1 0 0 1 1
split_gain=0.0310903 0.113858 0.300126 0.206771 0.121406 0.0801994 0.200458 0.0730367 0.101986 0.0797199 0.078391 0.0888462 0.046554 0.195387 0.181629 0.383715 0.37163 0.355934 0.354084 0.563599 0.622523 0.775305 0.342314 0.230323 0.212475 0.510613 0.322123 0.164509 0.198402 0.847876
threshold=0.31100865245000009 49.292797572200008 49.064150740050003 0.39614083410000006 44.952171034750002 49.064150740050003 49.960114208400007 0.58035687555000015 0.4995808509000001 0.39670967935000007 50.189067467950004 51.757767929250001 0.47721625100000004 48.914776625700007 0.47568935060000012 0.34521421515000011 0.35696536035000009 0.34506451900000007 41.362929270750008 0.34512439750000007 0.47709649410000005 0.47697673720000006 0.3447052483500001 0.45995628875000011 43.022303514600004 0.34422622080000004 0.39672464895000009 0.46898296455000005 0.34269932035000011 0.34007963835000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 12 -7 9 -9 -8 -11 -12 13 14 15 22 -17 -16 -19 -20 21 -21 24 -18 25 27 -26 28 29 -2
right_child=5 -3 -4 -5 -6 6 7 8 -10 10 11 -13 -14 -15 17 16 23 18 19 20 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.10128592653520432 0.0063935907193313143 -0.0092274578703540125 0.070288435219542283 -0.088122030814136609 0.080401647682517952 -0.085918631698653103 -0.038818584387067749 -0.10551974682768589 0.0093288004911910132 0.10351361139469609 0.049477683078541085 -0.10055549468815697 0.00052739349399104948 -0.047802517181910351 -0.044309048221750219 -0.10875974415586742 -0.10546689404991519 0.047870508968171466 0.044283566069672028 -0.11578358763566771 -0.12596596063221385 0.062399710373768437 0.056378829649415145 0.028030235505630566 -0.0049732909675965584 -0.071568123219742333 0.061714934243080104 0.032004006726436281 0.031889903762341916 -0.13539551874835953
leaf_weight=0.046547149790938214 2.3689435847766505 1.3756057637510821 0.79158911557169631 0.26925380485590722 0.17524182837223634 0.38024043616314773 0.13730479582227417 0.12569312158120738 0.20090696604529512 0.15793585032224655 0.14792422999744304 0.0538339196200468 181.60228176651918 0.99330743215978046 2.61837971699424 0.55130823176486277 0.16504974687381946 1.2255658628419044 0.96409210911951992 0.38577316068403866 0.67664153641089786 0.66539222071878612 1.4424665148048337 0.59565178863886103 1.5269933715462687 1.0013838094963032 1.3778889879176857 1.6924315249343633 1.0519566242583098 0.51308636119711071
leaf_count=132 183 11 12 45 13 70 29 61 65 3 14 80 3344 10 42 64 108 7 5 50 12 15 108 28 14 17 43 30 6 12
internal_value=1.23417e-05 0.0107568 0.0321897 -0.0292277 0.0422706 -0.000128617 -0.0258626 0.00186413 -0.034871 0.0260045 0.0507491 0.00944523 2.51902e-05 -0.00457714 -0.0022961 0.00486819 -0.0462429 -0.0157647 0.00331392 -0.0169718 -0.0511514 -0.00299279 0.0109782 -0.000934695 0.00410827 -0.00577557 0.0266593 0.00593412 -0.00528135 -0.0188491
internal_weight=205.281 2.65824 1.28263 0.491043 0.221789 202.622 1.20384 0.823599 0.3266 0.496999 0.359694 0.201758 201.419 19.8163 18.823 12.2872 1.31201 6.53584 3.91746 2.6919 1.72781 1.05117 10.9752 0.760702 9.53268 6.6278 2.90488 5.62642 3.93399 2.88203
internal_count=4633 213 202 190 145 4420 322 252 126 126 97 94 4098 754 744 613 200 131 89 82 77 65 413 136 305 248 57 231 201 195
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 2 2 0 0 0 1 1 2 1 0 0 2 0 0 1 1 0 0 2 2 2 2 0 2 2
split_gain=0.0313484 0.435707 0.334081 0.372524 0.348009 0.193609 0.261195 0.14099 0.14044 0.412862 0.7744 0.273475 0.605388 0.346965 0.247288 0.387221 0.853921 0.454768 0.287273 1.35551 0.201305 0.339046 0.245034 0.663545 0.158812 0.633935 0.531687 0.894985 1.27351 1.39284
threshold=0.39563186730000005 0.39394030120000006 0.39814676205000005 36.558960102350007 49.960114208400007 37.232443001650005 34.424709467050008 0.53447501570000011 0.52769378160000013 0.52401125715000008 0.39019789825000006 0.39019789825000006 39.117456157700005 0.38976377950000002 0.5218855723000001 0.51657136015000005 39.656620114300004 0.5132031975000001 0.50913146310000013 0.37043801085000005 0.36880632320000012 0.50218556330000019 0.50386215985000016 41.257948413050009 40.574766824850009 40.250747516500006 40.94178426300001 0.48588365620000007 40.806664626150003 40.722669576350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 6 -4 8 9 11 -11 13 -13 14 15 17 -17 18 20 -20 21 24 -22 -24 25 -1 27 28 29 -26
right_child=2 -3 5 4 -6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 -21 22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00091623838523221559 0.019986466191320315 0.034314978316683127 0.024521365032341553 -0.10496282008718381 0.070004836414189961 -1.6149237166659808e-06 -0.094249768463387451 -0.030286384522182477 0.025875155202821888 0.015490463488225834 -0.110925815553263 -0.0067844936539412804 0.062782570594561257 -0.048527824589762618 0.037788482759759046 0.01563681687511341 -0.075916812657841476 0.035849799552173094 0.092479853601233647 -0.12745307295678143 -0.0068729203635123325 -0.035984872916675445 0.081034151824870282 -0.00746208381843785 -0.12091930572685045 0.03433784169491029 -0.00027823868675437346 0.050545223251906836 -0.16632681167006738 0.020798806715809665
leaf_weight=26.451344866240561 0.53669409081339736 3.776334534835768 0.29578254844812946 0.89758159813936778 0.13016241381410509 55.929221215761686 0.49506613988887693 1.530557131191016 2.103324368945322 0.99668515363009536 0.94308881685719825 2.9013062566518775 2.1990342896078801 1.480470199137925 1.7231541349028692 2.0137861687690011 2.0617687945195939 3.5643462669104329 0.43658938072621711 0.78250709769781679 2.2783596760127685 2.6765009954106054 1.647719990462065 1.7440889347344635 1.0398407782195134 6.3191970188854603 73.929641781338717 0.99578119814395893 0.82163328204558173 2.0821943948976696
leaf_count=452 12 51 217 185 6 1692 176 36 37 20 65 24 29 15 19 24 37 31 5 52 39 35 14 31 69 76 1152 6 12 14
internal_value=7.84354e-06 0.000788246 -0.00195371 -0.0475404 -0.0828034 -0.000696353 -0.0498286 -9.88442e-05 0.000228396 -0.000159438 -0.0459712 0.000488502 0.0232097 -0.000389094 0.000156734 -0.000346546 -0.0306789 0.000644249 -0.000391057 -0.0486895 9.96693e-05 -0.000812563 0.0184912 0.0355288 3.0674e-05 0.00588186 -0.00240053 -0.0341652 -0.0555547 -0.0264025
internal_weight=204.784 146.499 58.2845 1.56444 1.02774 56.7201 0.790849 142.723 141.192 139.089 1.93977 137.149 5.10034 132.049 130.568 128.845 4.07555 124.77 121.205 1.2191 119.986 114.316 5.67017 3.39181 111.64 32.7705 78.8691 4.93945 3.94367 3.12204
internal_count=4633 2345 2288 203 191 2085 393 2294 2258 2221 85 2136 53 2083 2068 2049 61 1988 1957 57 1900 1816 84 45 1781 528 1253 101 95 83
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 1 1 0 1 2 2 2 0 0 2 2 0 0 0 1 0 0 0 0 2 0 0 1 1 2
split_gain=0.0302591 0.0536863 0.0614778 0.0822972 0.0847545 0.18642 0.0653986 0.0666792 0.0507563 0.0473743 0.106199 0.213242 1.01192 0.735141 0.166467 0.060306 1.09864 1.0389 0.304784 0.202862 0.239786 0.266544 0.0815644 0.0466191 0.0463016 0.377906 1.33249 0.530588 0.411523 0.15621
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.34007963835000005 35.374259656300005 35.887362732750006 36.257608591500009 0.50730517050000012 0.5206281249000001 36.558960102350007 37.041406607950009 0.50035927070000008 0.50218556330000019 0.50452082270000009 0.38723391515000005 0.52889135055000014 0.53017873715000008 0.54088200950000009 0.54413041525000005 37.765550062200006 0.52324780695000006 0.54191491270000014 0.42307116555000007 0.4529056016000001 38.060777288450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 -5 -6 -7 -8 -1 -2 -11 12 -12 -14 -13 16 -16 -18 -19 -20 -21 -22 -23 -9 25 -17 -27 -28 -29 -26
right_child=9 2 3 4 5 6 7 23 -10 10 11 14 13 -15 15 24 17 18 19 20 21 22 -24 -25 29 26 27 28 -30 -31
leaf_value=0.0044055899576645801 -0.011154138839992642 0.10189215504482314 -0.1026717467362936 0.10072227394921938 -0.10459967449972601 0.10223111403792635 -0.10194720979845724 0.059740711154558347 -0.10215364581859621 0.021818378323275336 -0.13829514899183618 0.04089191269742732 0.11151840525131335 -0.078140043513200128 -0.11528143830137744 0.032208469122514183 0.11765030998609807 0.018767166621263806 -0.11733918448922274 -0.11589179943102934 0.10733524977604823 -0.11379989734437967 0.014838507452610037 -0.019224574987271172 -0.024152681287092949 -0.13191809962239065 0.063210179072608563 -0.1219493394296197 0.0089802310169555481 0.00025083860104768544
leaf_weight=0.14174907485448673 3.7933486290662577 0.098394424188882113 0.052688883035443723 0.12775645777583122 0.11320180632174015 0.11915794759988785 0.041768969967961311 0.21421096473932266 0.065288434387468897 2.231809783399739 0.59504889512027037 0.99839678563966927 0.4884258471429348 0.35142136046397354 0.80768579676259777 3.3079874679388004 0.74972546100616488 0.95680898427963235 0.38354378566145897 0.18898983669350855 0.18717008829116821 0.11461989174131304 0.08647844117990644 0.11484814425054424 2.6614341871318166 0.75735838519176502 1.312512554228306 0.34105966137121846 0.8106388974301808 181.77526251599735
leaf_count=76 55 8 6 7 5 2 7 4 43 56 35 36 3 42 21 44 2 5 6 7 1 12 38 228 69 17 6 26 36 3730
internal_value=5.45351e-06 0.0166296 0.0273865 0.0180314 0.0267321 0.0110608 0.037782 0.0170725 -0.0291974 -8.37765e-05 0.000127135 -0.000118762 -0.0385282 0.0321587 0.000163236 -4.58931e-05 -0.0131012 0.0178397 -0.0211832 -0.0609675 -0.0235128 0.0214528 -0.0584814 0.0321803 0.000191674 0.00846731 -0.0159107 0.0197434 -0.0297928 -0.000101306
internal_weight=203.989 1.08907 0.882028 0.783633 0.730944 0.603188 0.489986 0.370828 0.207038 202.9 199.106 196.875 1.4349 0.839847 195.44 194.441 3.47502 2.66734 1.91761 0.960802 0.577258 0.388268 0.201098 0.329059 190.966 6.52956 3.22157 2.46421 1.1517 184.437
internal_count=4633 386 267 259 253 246 241 239 119 4247 4192 4136 80 45 4056 4020 92 71 69 64 58 51 50 232 3928 129 85 68 62 3799
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 1 1 2 2 2 2 2 0 0 0 2 0 0 2 1 1 0 2 2 1 0 0 1 0
split_gain=0.0292786 0.375562 0.356821 0.404727 0.399909 0.240823 0.960543 0.27095 0.216131 0.339501 0.205256 0.188247 1.72811 0.672268 0.449787 0.798129 0.401791 0.609963 0.320297 0.429522 0.896317 0.571935 0.666212 0.329751 0.288173 0.262862 0.20152 0.199534 0.295088 0.375034
threshold=0.41808628485000005 0.4172030777500001 0.53998383280000006 0.42111014640000005 0.41917906650000009 0.53998383280000006 0.40651477500000005 0.41625999220000004 37.765550062200006 47.74983977685001 48.109449608500007 40.574766824850009 40.371455563000005 0.54504356155000011 0.54191491270000014 0.54450465555000005 38.396531328800009 0.55877069550000014 0.54585192060000021 39.955516828000007 0.43967246490000006 0.44765126795000004 0.56065686655000013 38.804629908750009 39.117456157700005 0.45218706025000005 0.56300709560000006 0.55234873210000013 0.42307116555000007 0.5541600551000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 7 8 -1 -7 -10 -11 12 14 -13 -6 -16 17 -17 -18 20 -20 -21 -23 -22 -25 -26 -19 -15 -29 -30
right_child=2 -3 4 -5 11 6 -8 -9 9 10 -12 13 -14 27 15 16 18 26 19 21 23 22 -24 24 25 -27 -28 28 29 -31
leaf_value=0.00027030200300329422 -0.016119079069319447 0.040141715259837764 -0.060589502051128487 -0.11091265998527947 0.098386726733714333 0.02579112829456719 -0.11502813367568109 0.045275171999357711 -0.057776343623977135 0.094240532687144885 -0.025707202476330245 0.047457978607825337 -0.17745132468299077 -0.023062089653355492 -0.058714268360657254 -0.12675475229712699 0.053464997377258683 0.083480148760164102 -0.06966379415463099 0.10136043259480837 0.091583440939052824 0.10922766841668255 -0.10974874567139903 -0.026852113638936088 0.089729695879337115 0.0029576070136442122 -0.016602225946302663 0.090620576353236296 -0.078852203257329431 0.0051518782584606447
leaf_weight=155.33220767885666 1.8073180974461274 2.3671434771968043 1.0599859186913807 0.59991220736299045 0.44726095627993068 1.7299791163241018 0.9025380780362865 1.3493539169430722 1.0800103454384951 0.30153207737021137 0.27077307306535658 3.5132770687341717 0.57420239233397374 3.1561183414887664 2.1736525944434097 0.51178012459422362 1.9092894867062549 0.24370128496957466 1.57839277992025 0.94105871859937884 0.56408450798153387 0.22736972570419312 0.35722050873096123 1.2854720972281941 0.58797305077314355 0.85937951491587228 1.1532835611042314 0.38737618185405409 0.55008830249608109 15.692839449330675
leaf_count=2634 18 17 16 118 5 13 59 4 28 8 44 38 19 32 17 42 8 11 39 6 27 1 67 37 5 51 393 9 11 856
internal_value=4.8308e-06 0.000599739 -0.00241344 -0.0397428 -3.4528e-05 1.8242e-05 -0.0233714 0.000657887 0.00108648 -0.0247794 0.03749 0.00171379 -0.00772341 0.00714698 -0.000133161 -0.00368882 0.00801547 -0.0333584 0.0175186 0.00679639 -0.00769456 0.0531031 -0.0245804 0.0219732 0.00760484 0.0382079 0.000856949 -1.0639e-05 0.00436409 0.00230697
internal_weight=203.515 163.334 40.181 2.40723 37.7738 160.966 4.28483 156.682 3.38229 1.65232 0.572305 36.7138 13.4141 23.2997 12.8399 12.3927 10.219 1.90876 8.31024 6.40095 4.8753 1.52565 0.58459 3.29691 2.73282 1.44735 1.39698 19.7864 16.6303 16.2429
internal_count=4633 2807 1826 136 1690 2790 152 2638 93 80 52 1674 728 946 709 704 687 446 241 233 159 74 68 120 93 56 404 908 876 867
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 1 2 0 0 1 2 2 0 0 0 1 0 0 0 2 0 0 1 2 1 0 2 2 1 1
split_gain=0.0697672 0.111494 0.0325512 0.0441724 0.088039 0.047665 0.0463163 0.955159 0.420018 0.584368 0.136224 0.0532329 0.890543 0.928535 0.276073 0.179393 0.209931 0.244813 0.0678781 0.0508254 0.27954 1.22892 0.438036 0.127217 0.287377 0.881438 0.148308 0.164426 0.159106 0.176428
threshold=0.39587138110000003 0.3733870243500001 34.823977857500005 35.374259656300005 35.771221912400001 0.36618664115000005 36.257608591500009 0.50730517050000012 0.50035927070000008 0.36510882910000009 36.558960102350007 37.041406607950009 0.50035927070000008 0.50218556330000019 0.50452082270000009 0.38723391515000005 0.52889135055000014 0.53017873715000008 0.54088200950000009 37.765550062200006 0.52324780695000006 0.54191491270000014 0.42307116555000007 38.060777288450005 0.37407562650000009 0.52889135055000014 38.324118171300007 38.536700832000001 0.34422622080000004 0.38976377950000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 7 8 9 -6 -8 12 -12 -14 -15 -16 -17 -18 -19 20 -13 -22 -23 24 -21 -26 28 -28 -25 -30
right_child=2 -3 3 4 6 -7 10 -9 -10 -11 11 19 13 14 15 16 17 18 -20 23 21 22 -24 26 25 -27 27 -29 29 -31
leaf_value=0.023039768006912612 0.017968121442659035 -0.10967652135497288 -0.000382829861613149 0.030895897805761643 0.083619947395772276 -0.022875425757405574 0.037382817648629323 0.035648711597636516 -0.14645224815257182 -0.13505157107016186 -0.10403210843752855 0.029526733530387397 0.11568700409052586 0.016977470182802271 -0.1158084340674698 -0.11421678646163441 0.10658692508078732 -0.11243974159415447 0.0086439096373330422 0.012491752498709615 -0.12826364076491367 0.061947864274517588 -0.024094694775052217 -0.0081165476855363568 -0.12995531184899919 0.029818729972917447 -0.022150365541121875 0.00028081909897445111 0.063970397898592116 0.008919192189366985
leaf_weight=0.1119503965601315 1.0112586477194998 0.14566147639229143 2.0528258817575984 0.92918567970104859 0.25877955228497673 1.7413473507058368 0.98143315240576967 1.5948303427539938 0.55900740996003151 0.23156565427780151 0.80580045490205465 3.2496213754930059 0.68913924694061313 0.95072296261787392 0.35372686758637428 0.17342481412924826 0.17044366896152496 0.10480788900167681 0.08293159291270058 1.2742511598044068 0.70690556496265378 1.27151395380497 1.1066176181357148 1.2696111919030948 0.71996834063611437 0.66348242826711612 3.3304781085389541 173.8586713842725 1.1411078060045841 1.188454308947257
leaf_count=18 349 170 21 37 41 34 36 51 5 2 19 42 2 5 6 7 1 12 38 15 17 6 62 15 20 34 53 3459 11 45
internal_value=5.58284e-06 -0.052002 7.17538e-05 -1.80794e-05 0.000187071 -0.0107059 4.20339e-05 -0.0131036 -0.0871986 -0.0196477 0.000221121 3.22576e-05 -0.0124999 0.0167084 -0.0204418 -0.0606248 -0.0239061 0.0198204 -0.0589525 0.000252219 0.0090588 -0.0125011 0.0219096 -5.18847e-05 -0.0217714 -0.0533301 0.000267406 -0.000140801 0.0203637 0.0358854
internal_weight=202.73 0.257612 202.472 201.461 197.666 3.79417 196.737 2.64418 1.04935 0.490345 194.093 193.112 3.331 2.5252 1.83606 0.885335 0.531608 0.358183 0.187739 189.781 6.33466 3.08504 2.37813 183.446 2.6577 1.38345 180.788 177.189 3.59917 2.32956
internal_count=4633 188 4445 4096 4041 55 4004 99 48 43 3905 3869 90 71 69 64 58 51 50 3779 127 85 68 3652 69 54 3583 3512 71 56
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 0 1 1 2 1 2 1 2 2 2 2 1 1 1 2 0 2 2 1 1 1 0 0 2
split_gain=0.0286064 0.125387 0.164886 0.164072 0.113157 0.0686866 0.553047 0.451313 0.110495 0.162174 0.0533607 0.174613 0.0846548 0.0740465 0.0712619 0.178034 0.281887 0.508812 0.359036 0.347315 0.140935 1.17467 0.129277 0.15015 0.120054 0.511758 0.295122 0.585215 0.559516 0.198681
threshold=0.47634801355000006 0.59751205050000011 49.960114208400007 0.59930840395000018 0.61400856260000014 0.46280051495000007 0.56065686655000013 0.46551001470000003 0.47289003325000006 39.032633164100012 0.31060447290000009 49.247968080500009 0.31100865245000009 48.823707093150006 44.279556297950009 43.895345911700005 43.930205408700004 0.40651477500000005 0.42209814075000007 0.43593006200000012 44.908704241950012 0.47943175355000006 49.064150740050003 49.960114208400007 0.4172030777500001 0.40206880030000008 0.39150025445000008 0.51017933595000009 0.4995209724000001 48.823707093150006
decision_type=2 2 2 2 2 2 2 2 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 10 -7 -8 9 -9 11 13 -12 -1 15 -14 -17 -18 -19 -20 21 -16 24 -24 25 26 27 28 -22 -28
right_child=1 3 -4 4 -6 6 7 8 -10 -11 12 -13 14 -15 20 16 17 18 19 -21 22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.012958184408388291 -0.10276701621520828 0.10447875704872814 0.0064254039641071688 -0.10335604497448009 0.0013104169083988754 -0.12025380033248219 0.10418706053396079 0.02253296210209697 0.037218549292189429 -0.080359757900972148 0.01999335554671583 -0.10351481919468744 -0.00024922212017514979 0.10088494395090081 0.032224972075723106 0.058702260483734607 -0.018173555967530279 0.10450384755317935 -0.10956900836759929 0.065854779576518863 -0.0079520086465462714 -0.13729906458614632 -0.10365563414823963 -0.00096274931192723778 0.020531150149569796 -0.10950962285775763 0.0026771679442110074 -0.088010524892010888 0.087713730172488583 0.10797529687357821
leaf_weight=0.22411506464084041 0.29899526262465714 0.14494292791005126 0.25729976468755922 0.11284634757043921 1.219990289822334 0.24936587957199563 0.65626635641092423 0.30622254545710326 0.42938370432852935 0.30651231485535391 2.099931141419801 0.20557035075034946 178.90159373078708 0.076682064682245255 1.0419472376815964 1.3055037185549725 2.7861733795143668 0.7168627708306301 0.19596212264150381 0.26614369032904506 4.4212719035276642 0.67260344180976961 0.26923126141719045 0.30218453976647197 2.1226358048006659 0.45221185361151572 0.32527309907891311 0.77390416584967159 0.7094671232625841 0.39899414777755737
leaf_count=178 75 7 50 122 575 5 12 30 45 45 18 14 2722 3 20 7 35 7 12 63 133 42 45 126 57 44 83 48 8 2
internal_value=2.80216e-06 -0.0117964 -0.0522629 0.00343678 -0.00755131 0.000122675 0.01881 0.0392281 -0.00167938 -0.0289377 -6.09055e-05 -0.0324816 2.21075e-05 0.0160638 -0.000192233 0.000284437 0.0183985 0.00512862 0.060197 -0.00853601 -0.00783292 -0.0342778 -0.00319452 -0.0493481 -0.00032908 -0.00658214 0.000439382 -0.00695041 0.00527644 0.0606852
internal_weight=202.25 2.03407 0.556295 1.47778 1.33284 200.216 1.94775 1.69838 1.04212 0.612735 198.268 0.506367 197.762 0.300797 195.662 184.172 5.27065 3.96514 1.17897 0.462106 11.4897 1.71455 9.77517 0.571416 9.20376 7.08112 6.62891 5.90464 5.13074 0.724267
internal_count=4633 829 125 704 697 3804 137 132 120 75 3667 195 3472 181 3454 2846 124 117 82 75 608 62 546 171 375 318 274 189 141 85
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 0 0 0 1 0 1 2 2 2 2 0 0 1 0 2 2 2 2 2 1 2 1 0 0
split_gain=0.0284352 0.147292 0.0335403 0.0699759 0.0642751 0.0603526 0.0815001 0.0765511 0.0693205 0.0374731 0.129875 0.0439496 0.0569311 0.0486054 0.0515583 0.0354378 0.0285328 0.490887 0.423894 0.230052 0.892839 0.43869 0.123334 0.947184 0.432722 0.600492 0.289164 0.304316 0.223866 0.60405
threshold=0.61311038590000011 0.45824975300000009 0.66977036620000019 0.57854555250000017 0.58454836680000011 0.66718062335000017 0.66505493850000008 0.66011496660000013 0.65010029640000011 0.51869704500000013 0.63528038085000016 0.50056884525000012 45.321989007550009 47.927946529500012 45.044778924400006 41.11191809080001 0.48458129995000004 0.48368312325000012 0.34545372890000009 0.48847339900000003 41.444941515100005 42.027798546600003 43.118479346150004 42.686561923500008 42.844429421150004 0.37977904855000005 43.426369480700011 0.36166581840000006 0.53499895210000015 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 5 -4 -5 6 7 8 9 10 11 12 15 14 -13 -3 17 -1 -19 20 -18 -22 23 -21 -25 -26 -24 -28 -29 -30
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 -16 -17 19 18 -20 22 21 -23 26 24 25 -27 27 28 29 -31
leaf_value=0.00021824778700862214 -0.10652039577490756 0.029320560993620584 -0.10586470585618085 0.058896830274164036 -0.10211858026846617 0.095299201741114906 -0.11306159558116431 0.087172502232865712 -0.1024028472073491 0.05774567134282891 -0.10285528269091765 -0.1000533340608564 0.074107857673502545 -0.1027025154654318 0.10119137954638951 -0.033259821886945803 0.050258071010904543 -0.002344351404102852 -0.075294050396470316 0.00024520398010877148 -0.049020192187528989 0.016950872192943358 0.029362339779208258 -0.11829861128530357 -0.097595221584020952 0.01705037895125756 -0.034095552422929838 0.022701553643076709 -0.11769327315791032 0.0033133109780377826
leaf_weight=81.410907674023377 0.15339393431601323 0.21607622333885934 0.091285979666750339 0.082812813285272568 0.035385033856641712 0.067276504437358997 0.062618713697702222 0.10091816602425752 0.067124660269172409 0.10955911206428937 0.11479398160332721 0.020278288767713093 0.16225060657598078 0.062985672891954891 0.034203279763460159 0.15568533926852979 4.0923602361799549 1.5521807968616479 1.63621334079653 88.061986034524409 2.0166138187050819 2.0152962828287855 4.5317811311688301 0.86039646499557365 0.80516223702579726 1.0561659615377719 2.1785410447628228 4.801160454727663 0.4522616967151406 4.6957293134241809
leaf_count=1496 21 38 115 7 101 15 14 14 71 72 44 93 14 13 1 15 38 9 32 1541 20 27 56 25 14 36 23 315 17 336
internal_value=2.17443e-06 -0.0135491 -0.0032392 -0.0400987 0.0106935 0.00333914 -0.00225217 0.00439493 -0.00446417 0.00304194 -0.00477941 0.0125021 0.0246838 -0.0428768 0.0262872 0.00311331 0.000106205 -0.00128923 -0.0397805 0.00112771 0.017353 -0.0160454 -9.91531e-05 -0.00155053 -0.0596518 -0.0325423 0.00780992 -0.000243617 0.00716886 -0.00731737
internal_weight=201.703 1.53665 1.38325 0.209484 0.118198 1.17377 1.10649 1.04388 0.942957 0.875833 0.766273 0.651479 0.534012 0.117467 0.0544816 0.371762 200.167 84.5993 3.18839 115.567 8.12427 4.03191 107.443 90.7837 2.72172 1.86133 16.6595 12.1277 9.94915 5.14799
internal_count=4633 648 627 223 108 404 389 375 361 290 218 174 67 107 94 53 3985 1537 41 2448 85 47 2363 1616 75 50 747 691 668 353
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 2 2 2 1 2 2 0 2 1 1 1 1 0 2 0 2 0 2 1 0 2 0 0 2 2
split_gain=0.0281379 0.367447 0.313735 0.294878 0.322758 0.15865 0.221134 0.130786 0.103508 0.499606 0.730758 0.674825 1.10218 0.897716 0.421715 0.303048 0.261705 0.572142 0.64051 0.523998 0.828324 0.401123 0.239082 0.20964 1.21858 0.653869 0.563478 0.816013 0.266095 0.114538
threshold=0.39563186730000005 0.39394030120000006 0.39814676205000005 36.558960102350007 49.960114208400007 37.232443001650005 34.424709467050008 39.262923716450011 0.39048232090000007 42.546237522150008 37.232443001650005 0.52769378160000013 39.065416244600009 0.39078171310000004 0.39019789825000006 0.38976377950000002 0.38723391515000005 0.51657136015000005 36.654713368950006 0.52468488970000016 40.94178426300001 0.5132031975000001 38.751720283100006 0.37227927305000003 0.50291907430000016 43.321682097200004 0.50291907430000016 0.50101793360000013 41.600558339100012 38.621016321050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -5 6 -4 -3 14 10 -10 12 -12 -14 15 16 17 21 -19 20 -20 23 -18 26 -25 -26 27 29 -28 -1
right_child=2 7 5 4 -6 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 22 18 19 -21 -22 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.0099081530382471722 0.012457668713827526 0.009308911275573685 0.021613687519426418 -0.10452114370675879 0.067225720546128215 -6.3480140671115024e-05 -0.091606310485247311 0.047628105355455301 0.060141886796629601 0.049980212004813451 -0.18121812825728428 0.02046957047186182 0.02652014717830381 -0.13265677795030459 0.041568426589303813 -0.045486076670939485 -0.0031591073025668496 0.038983690123311703 -0.018759906298952612 -0.014899150043367816 -0.15575413059820464 0.03433255150355579 0.044873276872352319 0.04839737660795701 -0.12419724767831049 0.015324078525359726 0.016516043129935633 -0.079827263634571932 0.064598677304905386 -0.00127457008168849
leaf_weight=10.076727418403292 0.52318200655281433 1.5092110312543803 0.28384805732537088 0.80891617806628346 0.1265369369648397 54.633528393319807 0.4397900196761384 2.1733382872553193 0.72841321091982481 0.96781895074127522 0.7331729912839372 0.93735177628695954 0.96368230134248711 0.56030805234331638 2.4481135986279687 1.4688653551856976 1.7928431965410698 0.88735995162278314 0.80605952441692374 1.5977035577670902 0.97550833325658459 3.4312384928925885 2.4557036306941882 1.2213241676799946 1.157354178256355 0.47325166640803207 3.4478658721782258 1.3039913456886996 1.727698430418968 100.57885157143502
leaf_count=312 12 17 217 185 6 1692 176 34 13 38 17 21 10 46 18 16 20 12 6 30 35 31 28 19 53 16 32 21 33 1467
internal_value=-5.66093e-07 0.000741093 -0.00188584 -0.0476642 -0.0812893 -0.000679599 -0.0471956 0.0319238 -7.48157e-05 -0.0143677 -0.0302429 -0.0508524 -0.0804709 -0.0320026 0.000439742 -0.000315025 0.000187881 -0.000624536 -0.0366268 -0.0564813 -0.0937719 0.000620079 0.0246041 -0.000343988 -0.0271322 -0.0837039 0.000308234 -0.00118299 0.0325669 -0.000256228
internal_weight=201.24 144.424 56.8158 1.45864 0.935453 55.3572 0.723638 3.68255 140.741 4.89075 3.92293 3.19452 2.25716 1.52399 135.85 133.402 131.933 127.685 4.26663 3.37927 1.78157 123.418 4.24855 119.987 2.85193 1.63061 117.135 111.96 5.17556 110.656
internal_count=4633 2345 2288 203 191 2085 393 51 2294 145 107 94 73 56 2149 2131 2115 2067 83 71 41 1984 48 1953 88 69 1865 1800 65 1779
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 2 1 1 1 0 0 1 1 1 2 1 2 0 2 0 1 0 0 1 2 1 1 0 2
split_gain=0.0287437 0.124906 0.050523 1.08721 0.253531 0.10749 0.121979 0.33916 0.412889 0.384015 0.230048 0.229309 0.267843 0.205121 0.161302 0.126186 0.180039 0.380171 0.107215 0.105942 0.153032 0.105183 0.176547 0.191341 0.172104 0.124728 0.308338 0.319728 0.236563 0.21735
threshold=49.292797572200008 49.064150740050003 0.39672464895000009 48.823707093150006 0.31118828780000007 48.823707093150006 44.578137159850009 0.4172030777500001 0.39170982905000007 0.41861022125000008 0.58887458460000019 0.54191491270000014 0.37644082515000005 0.37043801085000005 0.34491482290000003 45.044778924400006 0.36039340140000004 48.109449608500007 0.3733870243500001 47.309807198350008 0.60134427115000011 0.46636328255000009 0.58745247150000013 0.58887458460000019 0.45824975300000009 43.735142172100005 0.34527409360000011 0.3465914194000001 0.53499895210000015 43.564719632750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 6 21 8 11 -9 -11 12 13 14 -8 -16 -17 -18 -1 20 -12 24 -23 -24 25 29 -27 -28 -29 -4
right_child=-2 -3 5 -5 -6 -7 7 9 -10 10 19 -13 -14 -15 15 16 17 -19 -20 -21 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=0.024305126366033717 -0.01127021988451986 0.036007726499005174 -2.0180417822614658e-05 -0.12585803852249242 0.054606432287934707 0.020310935855225042 -0.10466654947869487 0.1022717929962085 -0.10811961270104001 -0.050946507016786879 -0.044632523019961998 0.060217437350641362 -0.10923079208688612 0.06023320120889876 -0.066794648683753219 0.033102095353618299 -0.11298411840567764 0.053844734522104309 -0.1029597534378395 0.049074226236014928 0.034676484052850391 -0.10361682653547968 0.078782053370941352 -0.031890971542459783 0.029648129232682108 0.042214722449278035 -0.028244199385457039 0.037159604091309299 -0.010311749640305238 -0.030945380877718556
leaf_weight=0.1098421787610272 2.2401001877592526 0.96516264334058988 171.8153989412601 0.62073352374136437 1.1132500917729542 2.5985051458483204 0.23922956525348205 0.40541411843150887 0.62670321576297272 0.70355755760829231 0.465984681562986 0.32767425407655526 0.35497855907306064 0.30680632760049764 0.384860538993962 0.68540849536657311 0.32688626597519033 0.23464757949113846 0.16659902419428363 0.64260582308270386 0.50911499443463981 0.25146424858098615 0.19560492198797874 0.77576100418116312 2.0021032591673693 2.4138248925592034 2.4518588113714941 2.4733128465686605 1.8238320326781829 2.303125777427339
leaf_count=16 314 31 2568 8 49 39 46 6 128 37 12 8 29 6 21 4 74 2 135 46 40 76 4 620 134 23 28 74 21 34
internal_value=-6.06516e-06 0.000121184 -5.43415e-05 -0.015826 0.033322 0.000107997 -0.000164406 -0.0139474 -0.034606 0.0124732 -0.00321039 -0.0184999 -0.0286837 -0.0155549 -0.0279824 -0.0167401 -0.00129113 -0.0432715 -0.0523919 0.0175506 -0.00322403 0.000294806 -0.0289374 -0.00960463 0.000487733 0.000169194 0.011541 0.000570401 0.0170114 -0.000429239
internal_weight=200.534 198.294 197.329 2.01042 1.38969 195.319 192.72 6.21387 3.48719 2.72668 2.32126 2.86049 2.53282 2.17784 1.87103 1.6318 1.24694 0.561534 0.276441 1.61771 0.9751 186.506 1.22283 0.971366 185.283 183.281 9.16283 6.749 4.29714 174.119
internal_count=4633 4319 4288 208 200 4080 4041 459 318 141 135 190 182 153 147 101 80 76 151 98 52 3582 700 624 2882 2748 146 123 95 2602
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 1 1 1 1 0 1 1 1 0 0 0 0 0 0 0 0 1 0 2 1 2 2 2 2 2
split_gain=0.0300129 0.0759262 0.0498514 0.0855456 0.0808735 0.0736855 0.0557315 0.0286815 0.294755 0.114293 0.241745 0.407612 0.137718 0.136378 0.188789 0.105934 0.66471 0.266536 0.593187 0.692537 0.354608 0.191514 0.612752 0.356856 1.07964 0.136663 0.654854 0.223167 0.342248 0.353193
threshold=0.62376874945000005 0.47634801355000006 40.722669576350008 40.767054867700004 0.49585341755000006 0.4985778869000001 0.50214065445000011 0.34506451900000007 0.34503457980000002 0.47604862130000009 0.34518427590000006 0.35696536035000009 0.3584174126500001 0.47709649410000005 0.47697673720000006 0.48588365620000007 0.48368312325000012 0.48149755995000004 0.47976108500000009 0.47943175355000006 0.47811442770000007 0.34479506600000004 0.47774018740000007 43.321682097200004 0.34491482290000003 38.983591653800012 38.238138001450004 39.955516828000007 41.32819714970001 42.759119507950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 15 10 -9 -12 -13 14 -11 16 17 18 19 20 21 22 25 24 -23 26 -1 -27 -29 -30
right_child=1 2 3 4 5 6 -8 9 -10 13 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.00013366298996336291 -0.10232554504040253 -0.10132960354140991 0.10254711175785569 -0.074000723206173999 0.089090763585136012 -0.10311878536484104 0.0022663833722432187 0.085573469335018554 -0.041196129330975453 0.0016533658523028199 -0.10722331600615465 0.061687480059645389 -0.025839623789329559 0.00057154795812315682 0.062987702622961661 0.022798267429035159 -0.069843564961688462 0.024977429527928859 -0.052284644574388819 0.056774746512176726 -0.047039686673654407 -0.1197508094912883 0.10389874617446233 0.028661513208386998 0.0066781189345803491 0.036803875342795868 -0.1293580957740936 -0.041777688434997212 0.041070866332771662 -0.0033886611351679669
leaf_weight=3.4035633819950095 0.095262305936102076 0.054077217236084607 0.071204476058483124 0.1649360193987377 0.088949269615113735 0.056625332596013322 0.44095666374278153 0.16991404133125243 1.8633408931091242 1.2490563707542599 0.54872162490804022 0.2778480033713322 0.50924055043105909 158.76968419693375 0.83889279514551152 1.8670920231379557 1.3714408725500096 4.1236467063426963 2.1844078066933426 2.1173847764730445 1.6924623367813172 1.0326722780503124 0.60578157566487689 1.1424643769860265 1.9525378058933711 2.0397792924195519 0.4432198357717424 1.611525992213102 2.4122402635380791 6.8918780371483308
leaf_count=164 38 215 1 14 4 8 214 63 18 40 79 14 123 3028 17 20 7 19 13 11 35 45 3 8 21 21 11 54 85 240
internal_value=-7.84144e-06 -0.017537 -0.00832438 -0.00221081 -0.012137 0.0052594 -0.00972656 7.77283e-05 -0.00244475 0.000648762 -0.0267741 -0.0410647 0.00505808 0.000905456 0.0262962 -0.000375315 -0.00168545 0.00126761 -0.00228383 0.0020255 -0.00296523 0.000498529 0.00509051 -0.0188676 -0.0370574 0.0015281 -0.0150227 0.00644244 0.000768871 0.00813818
internal_weight=200.091 0.972011 0.876749 0.822672 0.751467 0.586531 0.497582 199.119 36.7554 162.363 1.50572 1.33581 0.787089 160.858 2.08795 34.8921 33.025 31.6536 27.5299 25.3455 23.2281 21.5357 17.408 4.12767 2.98521 16.8022 3.84678 12.9554 10.9156 9.30412
internal_count=4633 494 456 241 240 226 222 4139 775 3364 279 216 137 3085 57 757 737 730 711 698 687 652 578 74 66 575 175 400 379 325
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 1 0 1 1 2 2 2 2 1 2 1 2 1 2 1 0 0 0 1 2 0 0 2 1 0
split_gain=0.0285637 0.330092 0.372712 0.43036 0.323236 0.315719 0.227004 0.85197 0.234246 0.18062 0.25638 0.175969 0.165543 0.752199 0.484498 1.17052 0.461296 0.445256 0.332165 0.944905 0.643133 0.813687 0.820694 0.342897 0.507394 1.27804 1.04099 0.54929 0.59903 0.356998
threshold=0.41808628485000005 0.53998383280000006 39.788107623550012 0.42111014640000005 0.41917906650000009 0.4172030777500001 0.53998383280000006 0.40651477500000005 0.41625999220000004 37.765550062200006 47.74983977685001 48.109449608500007 40.806664626150003 0.42111014640000005 40.003678352300007 0.42802610700000004 39.955516828000007 0.43929822460000006 42.546237522150008 0.42473279245000012 0.54284302865000023 0.55788748840000013 0.56748300950000019 0.42307116555000007 41.835830569250014 0.57299182660000014 0.55619592225000014 41.243661560350013 0.46280051495000007 0.58388970390000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 6 8 9 -1 -8 -11 -12 14 -14 16 -16 -6 -17 23 -20 -21 -22 -23 -15 26 -26 -25 -28 -29 -27
right_child=1 4 3 -5 12 -7 7 -9 -10 10 11 -13 13 18 15 17 -18 -19 19 20 21 22 -24 24 25 29 27 28 -30 -31
leaf_value=0.00030555884088524782 -0.12757497440304102 -0.054464464640211575 0.0053272891526415893 -0.10811633012581126 0.0015432854409341953 0.037502963691855309 0.022806175925180614 -0.1138672590874609 0.042510298875028246 -0.052311022012125154 0.091338328195356255 -0.024914880092904323 0.074493367521806339 0.072894052496423986 -0.10465693804724492 0.04993200809860647 0.11002715926384582 -0.026175676938151805 -0.17137185356496409 -0.13727175201809433 0.070452816025737483 -0.12234325425192688 -0.0024151923135790078 -0.083484232619089646 0.068172910290643263 -0.11116743025828053 0.031434207355500884 -0.11278068940111236 0.045849145787846046 0.0032921048343504348
leaf_weight=152.88209170195634 0.39571867923951431 1.0636764976661641 1.4506058776751158 0.43458884262838626 10.237796248323281 2.2835062960511996 1.6661701451375841 0.82687843496978519 1.3264856636524189 1.0700598906259982 0.26052543567493547 0.26029317476422875 1.5453398823592603 0.87829115334898489 1.535290709696709 1.1887063980102541 0.40757097303867418 2.175526728340401 0.36427985156660625 0.35640938580036152 1.338521780708106 0.64626721205422644 4.8742191721603376 1.482626885175703 3.0371896252036095 0.58485529012978055 3.5561810554845579 0.62317276198882587 0.38520730684285809 0.51021876359482121
leaf_count=2634 14 16 12 110 628 17 13 59 4 28 8 44 28 6 16 9 2 113 16 3 17 21 533 16 24 14 69 18 64 77
internal_value=-5.11889e-06 -0.00242995 -0.0393448 -0.0208246 -0.000141373 0.000584904 5.23286e-05 -0.023218 0.000668599 -0.000204533 -0.0243043 0.0332376 0.00147592 0.0074498 -0.00628029 -0.0323032 0.00569672 0.000715947 0.00189083 -0.0142338 -0.00630053 0.000505032 -0.0164548 0.0129437 0.00777117 0.0347792 -0.0106844 0.0129619 -0.0521831 -0.0578382
internal_weight=199.648 39.0723 2.28091 1.88519 36.7913 160.576 158.293 4.08393 154.209 3.25705 1.59088 0.520819 35.7277 20.1828 15.5449 4.89952 10.6454 3.36423 18.6374 7.5797 7.21542 6.85901 5.52049 11.0577 10.1795 4.13226 6.04719 4.56456 1.00838 1.09507
internal_count=4633 1826 136 122 1690 2807 2790 152 2638 93 80 52 1674 906 768 138 630 122 878 590 574 571 554 288 282 115 167 151 82 91
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 2 2 1 2 2 0 2 2 2 2 0 2 1 0 0 1 1 0 0 1 0 2 2 2
split_gain=0.029176 0.377687 0.500933 0.343732 0.289221 0.30115 0.319171 0.396705 0.353237 0.33514 0.259247 0.333533 0.651281 0.413833 0.28408 0.272644 0.256039 0.179755 0.174806 0.195106 0.166412 0.120692 0.409374 0.396664 0.366127 0.485411 0.964792 0.776374 0.598874 0.584568
threshold=39.788107623550012 40.003678352300007 0.34554354660000003 39.896141435400004 40.148327922700012 40.21994457600001 40.300545846000013 40.518963363600001 0.40115565405000009 40.408647214050006 39.427119987250002 0.5054040298000001 39.571921479100006 39.525197829750006 39.262923716450011 39.476991512000005 0.4560492201000001 40.040404835300002 0.32012514595000008 0.41973294215000007 0.52432561900000019 0.34569324270000007 0.34587287805000005 0.48077901860000011 0.47787491390000009 0.34566330350000002 0.47938684470000009 42.844429421150004 41.489621506400006 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 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 17 -6 -7 8 9 -8 14 12 -12 15 16 -13 18 -3 19 -1 -15 24 23 -23 -9 26 -26 28 -28 -30
right_child=1 4 3 -5 5 6 7 21 -10 -11 11 13 -14 20 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.10250525328923243 -0.022425233427247046 0.00064964886933741516 0.0025630778977527961 0.064496627546604415 0.035332870713217168 -0.032870954351863789 0.020817464991926493 0.0054431470832360202 -0.005261579146626897 0.080773244816240819 0.00095045486093877675 -0.003606989354068833 -0.084682488011965693 0.03952722871603695 0.029580221341213766 -0.079697925184079269 -5.8862712713446867e-05 -0.043482881079397941 -0.10196077532131294 0.090627063157911331 -0.0018728347791399235 0.06552545247550555 -0.00042993341418506175 0.010593645226129078 -0.053839644761598283 -0.05208542156211713 0.0047133539877112036 0.028554643951763083 -0.070195020384852855 -0.010171133797172046
leaf_weight=0.090489843788865154 1.5441004093736399 1.473296738971839 1.3258417213967275 2.7648792096515535 2.4339115543602921 2.9180430355320359 2.5083549349001255 21.644181327590928 2.4290320461086594 1.4838373630773274 1.8026413926854714 0.95914259570417904 1.7507210042967924 1.7063256534747782 3.2707735828153082 0.92508089926559478 39.311431484060087 2.4705438268756552 0.41712911149488718 0.12396323587745428 2.2527555015697089 1.8115101892035443 67.213244562608907 4.7916762828826904 3.8591544680675787 2.7023639311082652 9.2451014099642652 6.7915013059100593 2.7280935458838931 4.0036197560839355
leaf_count=62 11 37 36 27 34 34 31 594 35 22 18 12 22 18 34 28 1005 35 125 7 36 27 1991 80 66 26 73 43 28 36
internal_value=-7.58914e-06 0.00071936 0.026105 0.0444234 -0.000298688 0.000472317 -0.000160261 0.000567199 0.024807 0.0431021 -0.00202692 -0.0170807 -0.0412404 -0.00238895 0.00124646 -0.0409647 -0.00107368 -0.0269963 -0.0642388 0.00913365 0.0159702 -0.000680086 0.00190424 0.0256636 -0.0044225 -0.0117029 -0.00760459 0.000232095 -0.0118074 -0.0344964
internal_weight=198.753 146.142 5.63482 4.09072 140.507 136.564 134.13 131.212 6.42122 3.99219 52.6105 9.39667 3.55336 5.8433 43.2138 1.88422 39.943 3.94384 0.631582 0.214453 3.95908 124.79 73.8164 6.60319 50.974 29.3298 26.6275 22.7683 15.9768 6.73171
internal_count=4633 3266 74 63 3192 3120 3086 3052 88 53 1367 134 40 94 1233 40 1199 72 194 69 54 2964 2098 107 866 272 246 180 137 64
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 1 0 0 2 1 0 0 1 2 1 2 1 0 1 2 0 0 1 0 2 2 2 1 2
split_gain=0.0313585 0.533174 0.152877 0.729354 0.188161 1.22394 0.959676 0.449705 0.360416 0.32654 0.636145 0.555363 0.439595 0.421437 0.238904 0.206243 1.54279 0.562258 0.557508 0.605936 1.11443 0.916056 0.472645 0.443989 0.349189 1.0826 0.613316 0.298098 0.278119 0.318033
threshold=42.081757894750005 42.027798546600003 41.965446242000006 0.36880632320000012 0.35585760905000008 0.48588365620000007 0.34708541665000009 0.49194634890000005 0.49588335680000006 41.404176814550006 0.41997245590000004 0.54986377655000018 0.50730517050000012 0.46280051495000007 40.767054867700004 0.38723391515000005 40.099856909850011 0.38906020780000011 0.52252926560000013 0.39563186730000005 39.065416244600009 0.53499895210000015 0.52769378160000013 0.3975479776000001 0.50291907430000016 38.911218973650008 36.859113051050009 35.476804824450006 0.40115565405000009 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 -4 6 14 -1 -8 -7 15 12 -12 -11 -13 -6 16 24 -17 -19 20 22 23 -20 -21 27 26 -26 -10 -23 -30
right_child=-2 -3 3 -5 5 8 7 -9 9 10 11 13 -14 -15 -16 17 -18 18 19 21 -22 28 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.001596717482367667 -0.0018088140769032747 0.037708024543403024 -0.087961276370739971 0.053282451803858412 -0.14233616391169998 0.054213145867613582 0.020099166352973822 0.10420064747015806 0.013589654777845918 -0.020029034854996481 0.069302215710507084 -0.071078256954833149 -0.13520731244055695 0.0581300989070348 -0.045215085544379294 0.047191638284628447 -0.0898373548893589 -0.042176206226730698 -0.037047619227043374 0.0037932510337460889 0.064699987346786572 0.033950911633791943 0.027000562807655233 -0.10912047291790442 0.019510506643043195 0.074776434339875852 -0.055188551049873247 -0.031492931356766514 -7.9746663964795422e-05 -0.050100317654704511
leaf_weight=56.694738494748421 64.724115944406066 3.8172880825841267 0.91754794380596993 0.60775279496738221 0.71191889972150935 1.1340542257530604 1.2094985111386898 1.3404217299539594 2.2994360580341873 0.57843070849776201 0.77228198278317028 0.97293746552895732 0.77581225644098595 0.34088050414584359 0.3931465219357051 2.6276734583079806 2.1410928803961715 2.982474205622565 2.4781480724341218 0.49470373542862844 4.0182877220213413 2.2760030785575536 2.1533612636849284 1.1762332187790887 2.7523385412059724 2.2189464969560504 1.8299188525415955 4.0500042610801756 28.384235739947233 1.3306760014665986
leaf_count=753 2058 36 26 31 44 25 35 28 23 9 19 29 36 58 17 23 30 46 37 25 43 13 18 74 32 34 19 46 936 30
internal_value=-2.48697e-06 0.000873395 -0.00021102 -0.031683 0.000163611 -0.00338995 0.00429588 0.064309 -0.00168814 -0.00263925 -0.0326419 0.00200449 -0.0860118 -0.0375541 -0.107784 -0.00100638 -0.011118 0.00222023 -0.000388723 0.0025568 0.0261643 -0.0035094 -0.00726923 -0.0756908 0.00169846 0.0174431 -0.0103205 -0.0151664 0.000260747 -0.00231974
internal_weight=198.204 133.48 129.663 1.5253 128.138 68.893 59.2447 2.54992 67.7879 66.6539 3.44034 2.0861 1.35424 1.31382 1.10507 63.2135 15.2917 47.9218 45.2941 42.3116 8.6498 33.6619 4.63151 1.67094 13.1506 6.8012 4.58226 6.34944 31.9909 29.7149
internal_count=4633 2575 2539 57 2482 1666 816 63 1605 1580 151 106 45 87 61 1429 184 1245 1222 1176 98 1078 55 99 154 85 51 69 979 966
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 1 2 1 2 2 0 0 0 2 0 2 2 1 0 0 0 2 2 2 2 1 0 2 1 0
split_gain=0.0281178 0.316195 0.333375 0.384738 0.310892 0.763068 0.338153 0.394548 0.1607 1.4345 0.591907 0.388556 0.68596 0.313101 0.554571 0.331385 0.321101 0.275657 0.493565 0.313586 0.626146 0.192995 0.177732 0.928679 0.268694 1.14268 1.21047 1.00284 0.426164 0.599505
threshold=0.53998383280000006 0.41917906650000009 0.40437412050000004 0.4172030777500001 0.41808628485000005 0.41625999220000004 39.788107623550012 0.42111014640000005 40.574766824850009 40.371455563000005 0.54504356155000011 0.54191491270000014 0.54450465555000005 38.396531328800009 0.55877069550000014 38.911218973650008 38.621016321050007 0.42111014640000005 0.55688452445000014 0.55980359870000018 0.56685428580000019 40.00488309970001 40.636252116050009 40.722669576350008 41.319407281650008 0.42307116555000007 0.55619592225000014 41.772405911750006 0.42473279245000012 0.55688452445000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 -6 -8 9 11 -10 -3 -13 14 -14 16 -15 -17 -19 -20 -21 -22 -12 -24 25 -25 -27 -26 -29 -30
right_child=1 8 3 -5 6 -7 7 -9 10 -11 22 12 13 15 -16 17 -18 18 19 20 21 -23 23 24 27 26 -28 28 29 -31
leaf_value=0.00030285147119927771 0.0014710223356197557 0.096795499450850697 -0.097842644477772092 -0.022972979379538641 -0.12486201880132153 0.059620126284599444 0.0049696394955629046 -0.1074281551181975 0.045964599442024433 -0.17150678388169269 0.044445141838432234 -0.055365181550933174 -0.1235762122436664 0.012011796403181037 0.0022335801054484679 0.040159075795614091 0.095190084212469064 -0.096403583194808407 0.073117090678063892 -0.076573290138831782 0.0060148426779058507 0.078242756760970089 -0.12660408238688384 0.11563840756152166 -0.10405334431016218 -0.094399841488150504 0.026158659490278409 -0.10851890080344571 0.058033856526115479 -0.0054658849686508226
leaf_weight=151.6579310113888 2.9692826318205254 0.3957153956871452 0.96459024615933264 2.3795500556007028 0.36301871278556008 2.2001682298723599 1.4474424577783791 0.39823362323772915 3.2515751074533936 0.51209669053378171 0.85073447166360239 2.1289713918231419 0.47016458700818287 0.94460650109067479 1.3751344069469338 1.6041325405240057 0.91239369775485102 0.55516616255044926 0.56706959847360883 0.93859861866803873 1.9470754475366905 0.45672072613433545 0.58191250136769923 1.0176532268524194 0.97401880426605103 1.0762628465890882 3.6821954672186621 0.33840024683740821 1.7975998336041801 8.5988804060293642
leaf_count=2634 85 5 67 25 14 12 12 110 38 19 9 17 42 25 404 11 16 18 6 32 97 36 18 3 71 10 85 21 22 669
internal_value=2.37822e-06 -0.00231819 -0.0229155 -0.0445685 0.00061633 0.00115109 -0.036635 -0.019282 0.00139967 -0.00751806 0.00655171 -0.000688209 -0.00392986 0.00727714 -0.0298216 0.0159146 0.0528795 0.00460354 -0.00817149 0.00435797 -0.00730768 0.0197381 -0.000222597 -0.00232591 0.00181015 0.0194598 -0.00110913 -0.0068966 0.00191882 0.00551352
internal_weight=197.357 41.2905 6.31342 3.34414 156.067 153.858 2.20869 1.84568 34.9771 12.8078 22.1692 12.2957 11.9 9.77106 1.8453 7.92576 1.857 6.06876 4.46463 3.90946 3.34239 2.4038 18.9177 18.0669 17.485 5.77611 4.75846 11.7089 10.7349 10.3965
internal_count=4633 1851 177 92 2782 2646 136 122 1674 728 946 709 704 687 446 241 41 200 189 171 165 133 908 899 881 98 95 783 712 691
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 0 1 1 1 1 2 2 1 1 2 0 0 0 1 0 0 0 2 0 0 1 2 1
split_gain=0.030586 0.063828 0.0704479 0.182534 0.717734 0.659435 0.125398 0.0494089 0.0555706 0.0798177 0.0711016 0.188188 0.0555436 0.10316 0.048796 0.0483909 0.0418133 0.745919 0.839688 0.271437 0.154513 0.18479 0.212974 0.0631738 0.0615186 0.22641 1.14968 0.371723 0.0931852 0.228255
threshold=34.823977857500005 35.374259656300005 35.887362732750006 36.257608591500009 0.50730517050000012 0.5206281249000001 36.558960102350007 0.49405706415000006 0.36551300860000008 0.38045268105000002 0.38512319990000005 0.38906020780000011 33.361153777850006 34.214889417600013 0.36618664115000005 0.34007963835000005 37.041406607950009 0.50035927070000008 0.50218556330000019 0.50452082270000009 0.38723391515000005 0.52889135055000014 0.53017873715000008 0.54088200950000009 37.765550062200006 0.52324780695000006 0.54191491270000014 0.42307116555000007 38.060777288450005 0.37407562650000009
decision_type=2 2 2 2 2 2 2 2 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 14 -3 4 -4 -6 -5 15 -9 -10 -11 -12 -13 -14 -2 -1 17 -8 -19 -20 -21 -22 -23 -24 25 -18 -27 -28 29 -26
right_child=1 2 3 6 5 -7 16 8 9 10 11 12 13 -15 -16 -17 24 18 19 20 21 22 23 -25 28 26 27 -29 -30 -31
leaf_value=0.0055511302114694206 -0.0025906817082263743 0.018289194836195385 -0.12523590165617912 0.036407978723195407 0.10968803367143123 -0.077516952299261935 -0.09570948840062718 0.10183482758866916 -0.10260098087733581 0.10060931205354845 -0.1044380670673782 0.071850008553370287 -0.10448589029942619 0.050664016904938075 -0.025606790538226412 -0.1021892958725404 0.028569285560307286 0.11426249530539478 0.017759569408341384 -0.11458747868356381 -0.11296973858881046 0.10565969386852095 -0.11195292799540918 0.0093792234850848429 0.011226444507356595 -0.12623358721491787 0.061381601069159547 -0.019131001280463827 0.00016418267474684867 -0.048825508044857559
leaf_weight=0.1336347737199961 2.0223825783323259 2.1202290243458028 0.54229977807699359 0.95257470785645537 0.4176909551024437 0.34242032734618988 0.78721861323538123 0.090736079961061478 0.050374188693240285 0.11217835918068886 0.10929935611784458 0.26116379603827511 0.062644720692084377 0.13566334788811218 1.6915926956401106 0.060588084826207478 3.1855087842268395 0.6422798037528995 0.91262486577033974 0.32887475192546844 0.16180290747433901 0.14903230965137482 0.095363733911653981 0.078021403552156698 1.2509861019789235 0.65961277241876848 1.219209671020508 1.0826683902550938 175.51796141318175 1.2811549856702411
leaf_count=76 21 56 35 36 3 42 21 8 6 7 5 173 36 32 34 43 44 2 5 6 7 1 12 38 15 17 6 62 3730 54
internal_value=5.65105e-07 -8.94107e-05 0.000162111 -4.05904e-05 -0.0373485 0.0253546 0.00021745 0.0173038 0.0280213 0.0188632 0.0278487 0.0134982 0.0415529 0.00165279 -0.0130738 -0.0280586 3.34425e-05 -0.011381 0.0166532 -0.0196751 -0.0616921 -0.0257664 0.017996 -0.0573548 0.000228967 0.0100646 -0.0098399 0.0235132 -0.000110598 -0.0191573
internal_weight=196.458 195.442 191.728 189.607 1.30241 0.760111 188.305 1.01628 0.82206 0.731324 0.68095 0.568771 0.459472 0.198308 3.71398 0.194223 187.352 3.15522 2.368 1.72572 0.813095 0.48422 0.322417 0.173385 184.197 6.147 2.96149 2.30188 178.05 2.53214
internal_count=4633 4247 4192 4136 80 45 4056 386 267 259 253 246 241 68 55 119 4020 92 71 69 64 58 51 50 3928 129 85 68 3799 69
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 0 1 1 1 2 1 2 0 2 2 1 0 2 2 2 1 2 0 0 2 2 2 1 1
split_gain=0.0294013 0.163613 0.281763 0.296922 0.520183 0.506789 0.628095 0.190263 0.375725 0.354709 0.142428 0.135062 0.326639 0.126648 0.119196 0.191269 0.162034 0.109199 0.0836293 0.137395 0.168235 0.330053 0.179128 0.345132 0.322032 0.227503 0.567763 0.242752 0.261562 0.259534
threshold=0.47721625100000004 0.47568935060000012 0.34506451900000007 41.362929270750008 0.34512439750000007 0.47709649410000005 0.47697673720000006 0.34521421515000011 0.35696536035000009 0.3447052483500001 41.542492784600007 0.3447651268000001 43.968221017800005 0.47396784530000008 42.123054668150012 42.283941020600004 0.36166581840000006 0.47757552170000012 37.892416320650007 38.110427674550003 40.767054867700004 0.34269932035000011 42.580420142950011 0.47076434840000009 0.41973294215000007 43.564719632750005 43.022303514600004 48.823707093150006 0.34007963835000005 0.31100865245000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 10 -4 -5 6 -6 9 -9 18 -3 -11 -13 14 -10 -16 -17 -2 -1 -20 21 -21 23 24 -22 26 -24 28 -27 -29
right_child=17 2 3 4 5 -7 -8 8 13 11 -12 12 -14 -15 15 16 -18 -19 19 20 22 -23 25 -25 -26 27 -28 29 -30 -31
leaf_value=-0.024976629958817578 0.01516123348841119 -0.066086003191090745 0.042288408950382161 0.040237326535613537 -0.11482831637942843 -0.12334072968497652 0.053521347076586213 -0.10716987373524395 -0.10318248400911988 0.070725180282087782 -0.018838424574716243 -0.10351927041674246 0.10533834304446819 0.094919129892823806 0.10182296255631558 0.025729749137471714 -0.10966588575287124 7.6996166247285001e-06 0.032304607176395758 0.0058491612839089383 0.095080025019809375 -0.079024379187611501 -0.13639388699707541 0.10956773726136981 -0.025277988497763401 0.014900140465743235 0.031418627378129588 0.01267660387652245 0.10577024170748778 -0.038278961268325279
leaf_weight=1.1988087656590263 4.8928154278546563 1.2880032099783414 1.1652590036392214 0.93948491965420577 0.34863262563885633 0.62950727716088295 0.60828690137714148 0.46027805496116403 0.1162848039967912 1.057321973145007 1.2643072232312986 0.15913435324802083 0.14142939448356628 0.13518744800239801 0.15506517514586449 0.2115682079893304 0.15181339375158132 169.40004807853751 1.3870761009166006 1.1488514406155435 0.300601005820196 0.76213850080966938 0.40125678324949365 0.44700132310390461 0.85349031977239065 1.5310165724134774 0.40521484505191552 2.3121769489371218 0.39939546585082997 1.7607464862521736
leaf_count=146 38 12 7 5 50 12 15 64 40 6 32 101 1 4 3 69 21 3615 11 42 59 11 22 2 32 117 41 28 3 24
internal_value=5.78313e-07 -0.00346708 -0.0171343 0.000530688 -0.0187331 -0.0536555 -0.00781316 0.00203962 -0.0356939 0.00529356 -0.0426815 0.0539101 -0.00524193 0.00703628 -0.0116813 0.00884188 -0.0308358 0.000433095 0.000179151 0.0027547 -0.00121628 -0.028 0.00486909 0.0349658 0.00607112 -0.00220713 -0.0520758 0.00449209 0.0337008 -0.00935176
internal_weight=196.032 21.7393 6.24348 3.69117 2.52591 1.58643 0.95692 15.4959 1.2302 14.2657 2.55231 1.35789 0.300564 0.769919 0.634732 0.518447 0.363382 174.293 12.9078 11.709 10.3219 1.91099 8.4109 1.60109 1.15409 6.80981 0.806472 6.00334 1.93041 4.07292
internal_count=4633 980 133 89 82 77 65 847 201 646 44 108 102 137 133 93 90 3653 538 392 381 53 328 93 91 235 63 172 120 52
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 0 1 1 1 1 1 0 2 0 0 2 1 0 0 0 2 0 0 0 1 2 2 0 1
split_gain=0.0305736 0.42927 0.142844 0.398159 0.615261 0.889191 2.59989 0.520938 0.313803 1.20596 0.727498 0.664586 1.47845 0.38131 0.300228 0.290399 0.599112 0.272277 1.26973 0.432203 0.468239 0.386946 0.307498 0.233754 0.227992 0.765062 0.221512 0.508606 0.665505 0.333324
threshold=42.081757894750005 42.027798546600003 0.47976108500000009 41.243661560350013 0.34569324270000007 0.34626208795000007 0.49194634890000005 0.34503457980000002 0.41997245590000004 0.40115565405000009 0.42926858475000007 0.39431454150000006 0.5054040298000001 41.559097512700014 0.47938684470000009 0.48032993025000009 41.16018805045001 0.35585760905000008 0.48588365620000007 0.48458129995000004 0.48233585820000008 40.250747516500006 0.49588335680000006 0.51017933595000009 0.55980359870000018 0.44618424600000006 41.257948413050009 40.806664626150003 0.47721625100000004 0.34536391125000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 15 7 -6 -7 -5 9 11 -10 12 -8 -12 26 -4 17 19 -19 20 -17 -21 -20 -14 -15 -26 27 -1 29 -29
right_child=-2 -3 3 4 5 6 8 -9 10 -11 13 -13 23 24 -16 16 -18 18 22 21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0031199107233229233 -0.0017855157268516762 0.034439365121797558 -0.029866653171289254 -0.014117939708671557 0.020118027050197884 -0.22931659284074182 0.023591190863987841 -0.084575438913162465 0.081563453017884133 -0.12130060704008253 -0.11942954924915801 0.055170661875760023 -0.23358731725715229 0.059420771662288679 0.032555203602161263 0.025829224897167952 0.054246729987789483 -0.13771101859770393 0.051545952229878546 0.012713525537877163 -0.0196060940979534 0.074760536712994638 -0.0014338219127362612 -0.10690415850031601 -0.1098015191408345 0.056379605831614832 0.014933524842841188 -0.053395734770866343 -0.10585717710803083 0.033931289614530499
leaf_weight=14.576523473273719 64.342076017488495 3.7030376651309771 2.8988085314631453 2.1365515589714077 7.1239247769117338 0.5970116090029477 1.256188075989485 2.0622742250561714 1.0143102295696738 1.0682879492524078 0.33967315586824032 1.3370511665707452 0.28621947794454161 0.43022803284111422 3.7109386827796689 4.288236789405337 2.1637397532576861 0.68154971087278582 1.1164879242423911 2.1998102199286214 4.8150254897773266 1.8506752641405908 58.346540948244417 0.2965789196168771 0.55167513526976086 0.55648188549275801 8.9788793032080871 0.79879445414331873 1.0602973410859702 0.96526897721923888
leaf_count=434 2058 36 18 19 31 5 22 30 20 18 33 17 7 7 43 23 38 14 25 21 29 27 1365 35 15 71 111 40 12 9
internal_value=6.14507e-08 0.000875656 -9.90876e-05 -0.00195929 -0.0149233 -0.00537122 -0.0288507 -0.0487235 -0.012081 -0.0293912 0.0133204 0.00152335 -0.0374814 -0.0235366 0.00592325 0.0011934 0.00238654 0.000855651 -0.00199461 0.0138883 0.00179694 0.0410629 -0.000439065 -0.16912 -0.00236355 -0.0263505 0.00217683 -0.00440564 -0.043245 -0.0056117
internal_weight=195.553 131.211 127.508 97.4173 19.0565 14.8576 7.73371 4.19883 7.13669 4.24433 2.89237 3.17604 1.83899 1.87806 30.0907 78.3609 75.4621 73.2983 60.1446 13.1537 9.10326 4.05049 59.463 0.582798 1.53839 1.10816 26.3798 17.4009 2.82436 1.76406
internal_count=4633 2575 2539 1890 330 281 250 49 245 99 146 81 64 126 649 1560 1542 1504 1404 100 52 48 1390 42 93 86 606 495 61 49
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 1 2 0 0 0 2 0 1 1 0 2 0 0 2 1 2 0 0 1 1 0 2 0
split_gain=0.0277299 0.0499498 0.060321 0.0408258 0.490986 0.942361 0.543608 0.246112 0.0456554 0.211712 1.31264 0.428927 0.35093 0.405273 0.941491 0.163972 0.3056 0.160386 0.764494 0.495887 0.17859 0.325326 0.151112 0.3911 1.04755 0.19356 0.443119 0.147292 0.139713 0.119948
threshold=34.823977857500005 35.374259656300005 35.771221912400001 36.377496227400009 0.52432561900000019 0.50730517050000012 0.50035927070000008 0.36476452800000009 38.324118171300007 0.50730517050000012 0.51484985480000012 0.50035927070000008 38.238138001450004 0.51657136015000005 0.38723391515000005 0.3584174126500001 0.47787491390000009 38.751720283100006 0.53866650695000018 0.49588335680000006 39.032633164100012 0.40206880030000008 37.345948426100009 0.52252926560000013 0.52889135055000014 0.41347564445000012 0.44765126795000004 0.54450465555000005 39.117456157700005 0.52889135055000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 9 11 -11 15 13 -12 -15 16 -5 18 19 -10 21 -19 29 -24 -25 -26 -27 -20 -22 -16
right_child=1 2 3 8 -6 -7 -8 -9 17 10 12 -13 -14 14 22 -17 -18 20 27 -21 28 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.016996296803185606 -0.011527481599859855 0.026357730849857149 0.083162616580531104 -0.0017003334721991227 -0.10648135863996074 0.069350758104590376 -0.13600500328045526 -0.049638342592439433 -0.011781638532288285 -0.17064433548636521 0.093045615843714291 0.058844711458043035 0.068983199282902766 -0.13572016944223766 0.044332493303044646 -0.024980532087985889 0.063857180823510495 0.036009216329977098 -0.0073183085502357683 -0.10582408531192321 -0.026058194876152463 -0.016774448514961769 0.050701305409329156 -0.13553032712893351 0.049651930502338466 -0.11235419707406911 0.019436400049918933 0.034900881085774348 3.0466692739448639e-05 0.0025965203768774209
leaf_weight=0.95554289405762816 3.7387206486678215 0.87381301942138989 0.24130531979608327 2.9223882387668705 0.4584514757832493 1.1667874265694989 0.50480326637625694 0.33093373477458954 1.0519280278094805 0.45467704461770964 0.4167601950466614 1.8923052065074442 0.75324110390647536 0.53643295913934697 1.1437500364263544 1.4712188081466591 0.93971164384856809 3.5050268134218632 1.6651900410652163 1.2007239268859846 2.0797814602847202 1.7509958425362127 0.77702539414167437 0.69549224979709867 0.69356808252632607 0.34798554616281741 0.9560462248902013 1.6403524717634352 157.84078101164403 1.7304197535338515
leaf_count=386 55 37 43 62 55 10 5 4 14 11 2 12 11 7 15 18 18 31 8 30 34 38 4 22 10 37 51 36 3468 99
internal_value=2.87415e-06 -8.09214e-05 0.000144268 2.31821e-05 -0.0121801 0.00708717 -0.0603646 0.00636199 0.000200034 0.00535504 -0.0053376 0.0179415 0.00399836 -0.00270934 -0.00850915 0.00342872 0.0142509 -0.000274934 -0.0169831 -0.0619088 0.000287297 0.0184248 0.00224702 -0.0117986 -0.0298314 0.00696909 -0.0157324 0.0136327 -0.000308819 0.019205
internal_weight=194.736 193.781 190.042 189.168 2.70228 2.24383 1.07704 0.572239 186.466 15.731 8.5054 7.22562 8.05072 7.29748 6.88072 5.33332 3.8621 170.735 5.55819 2.25265 165.177 5.25602 6.34429 3.47012 2.69309 1.9976 1.30403 3.30554 159.921 2.87417
internal_count=4633 4247 4192 4155 117 62 52 47 4038 379 269 110 258 247 245 98 80 3659 88 44 3571 69 238 124 120 98 88 44 3502 114
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=1 2 2 1 2 2 0 1 1 2 2 0 0 1 1 1 1 2 1 1 0 2 2 1 0 0 1 1 1 1
split_gain=0.0474291 0.167327 0.0755517 0.0657416 0.0582371 0.163689 0.0635441 0.0934462 0.062358 0.0680132 0.0789518 0.0458655 0.134064 0.210193 0.312894 0.293695 0.209316 0.234466 0.452706 0.216513 0.186206 0.161921 0.170456 0.38962 0.251247 0.138316 0.148244 0.217515 0.655357 0.281324
threshold=0.31060447290000009 49.247968080500009 48.823707093150006 0.31100865245000009 49.064150740050003 49.960114208400007 0.58035687555000015 0.4995808509000001 0.39670967935000007 50.189067467950004 51.757767929250001 0.47721625100000004 0.47568935060000012 0.34521421515000011 0.3447052483500001 0.35696536035000009 0.34506451900000007 41.362929270750008 0.34524415440000006 0.34560342505000002 0.45995628875000011 48.914776625700007 43.022303514600004 0.34422622080000004 0.39672464895000009 0.46898296455000005 0.31638274305000008 0.34269932035000011 0.34007963835000005 0.32012514595000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 11 -6 8 -8 -7 -10 -11 12 13 14 21 -15 -14 -18 -19 -20 -17 22 23 25 -24 26 -5 28 29 -28
right_child=3 -3 -4 4 5 6 7 -9 9 10 -12 -13 16 15 -16 20 17 18 19 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.013978091798159521 0.017854296190146501 -0.10332763027316139 0.10089750333529818 0.055466118096608209 -0.082719534215955473 -0.032351616276020088 -0.10496165104237852 0.010264311560622182 0.10290560129858149 0.047589480847747785 -0.1005004614538183 0.00052759508746357681 -0.038717573468170778 -0.10647848291362971 0.051888370395069341 -0.1046381281039916 0.036607950164072665 0.01573192928875819 -0.11575757579825295 -0.018660240635611315 0.026578058423820834 -0.039301194090724349 -0.0040351862429178573 -0.063619194985398295 0.056317651205629454 0.029969259914237358 -0.077395319619132694 0.026675776411781951 -0.13367561764476624 0.017226805571781481
leaf_weight=0.2171497948560831 2.0583072658628216 0.19368963822489604 0.077750774100422859 0.36287482401030535 0.32415791512994363 0.13283033703373803 0.11397871442022733 0.18400527207268169 0.1361754797399044 0.14366958619575598 0.048038029213955724 172.0196661481836 2.5490534615237257 0.41835162835334816 1.2774835141091205 0.13535210246800489 1.1234617643058302 1.4774531190632845 0.52446808470995154 0.40854196320287883 0.5380833160002112 0.97837674431502897 1.4744221568107607 0.97686890111989999 1.2961419143975943 1.5734613412641918 0.39589857434464226 1.029649362433702 0.47336286863878729 1.5228122654602883
leaf_count=178 18 14 3 47 70 29 61 65 3 14 80 3344 42 64 108 108 7 24 35 23 28 10 14 17 43 30 22 6 12 114
internal_value=-6.53871e-07 -0.031118 0.016309 7.78381e-05 -0.000113091 -0.0232382 0.00217551 -0.0338096 0.0254502 0.0488666 0.0104812 1.83201e-05 -0.00470787 0.00123593 0.00526333 -0.0406739 -0.0168761 -0.00112165 -0.0187066 -0.0732411 0.000205245 -0.000643408 0.00351034 -0.00553799 0.0241994 0.00505124 -0.00530852 -0.0117537 -0.0282954 -0.00229712
internal_weight=194.186 0.48859 0.294901 193.697 191.639 1.08286 0.758697 0.297984 0.460713 0.327883 0.191708 190.556 18.5361 12.4531 11.3614 1.09179 6.08298 3.53392 2.41046 0.93301 0.673435 10.0839 9.10549 6.33493 2.77056 5.35806 3.7846 3.42172 2.39207 1.91871
internal_count=4633 195 181 4438 4420 322 252 126 126 97 94 4098 754 623 423 200 131 89 82 58 136 315 305 248 57 231 201 154 148 136
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 0 2 0 1 0 1 1 1 0 2 1 0 1 0 1 1 0 2 0 1 2 1 0 2 2
split_gain=0.0408685 0.152353 0.0714933 0.0535063 0.0498888 0.144672 0.10895 0.103776 0.0793648 0.0640127 0.0613007 0.061241 0.110603 0.0380301 0.114041 0.114682 0.110111 0.180277 0.273014 0.27055 0.17584 0.16458 0.116517 0.290697 0.275044 0.174665 0.0991965 0.494728 0.616659 0.44069
threshold=0.31060447290000009 49.247968080500009 0.30560462260000004 0.31100865245000009 49.064150740050003 0.55688452445000014 50.189067467950004 0.55788748840000013 0.48522499325000007 0.47648274005000008 0.48616807880000007 0.4995808509000001 0.50491003265000012 0.47721625100000004 48.823707093150006 0.34422622080000004 0.47568935060000012 0.34521421515000011 0.47396784530000008 0.35696536035000009 0.34479506600000004 0.45995628875000011 48.823707093150006 0.41160444300000004 0.32012514595000008 35.771221912400001 0.34269932035000011 0.46898296455000005 39.476991512000005 38.171717059500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 6 -6 -7 -9 -8 -10 -12 -13 16 15 -15 17 18 22 -19 -18 -21 23 -5 25 -25 27 28 -26 -28
right_child=3 -3 -4 4 5 7 9 8 10 -11 11 12 -14 14 -16 -17 20 19 -20 21 -22 -23 -24 24 26 -27 29 -29 -30 -31
leaf_value=-0.10051335040892054 0.016136770059904694 -0.10300230903200043 0.036719443065409738 0.040090429998288768 -0.10365672827453792 0.10333987392246498 0.10167876176569764 -0.10125439006498871 0.041494433102218897 -0.10062486769661294 -0.10114825126305899 0.05690994472053762 -0.10078880924796121 0.032302293854776322 0.029571033426864096 3.738880234030276e-05 -0.04860488035848775 -0.10585478393290514 0.032738746609378366 -0.10421795252559435 -0.0065961381757132778 0.024114021646516812 -0.028074864308939979 0.012590947334788247 -0.069582643793528506 -0.11644870745046401 0.030384404360692424 0.090975060834409635 0.036291403944932389 -0.061861313209386259
leaf_weight=0.045020315835357816 2.050098919455194 0.17578296031570062 0.24213507436593318 1.5376730657095423 0.2731201088090518 0.091939173638820648 0.047734864056110382 0.083427523200043652 0.2350275069475174 0.023263196555774357 0.080896258041320834 0.12828891165554523 0.068074233249717508 1.1088291467167426 1.3366081537751586 169.54672087154037 1.2611967511475075 0.38065684214301032 2.6659925715066484 0.12294031595416754 4.7460430423379876 0.53398802838228221 1.6178705189377067 0.14765402674674977 1.0016646353429912 0.36223410579259507 0.9776096807889022 0.59884634650370561 1.2203886026982216 1.1013261210173366
leaf_count=137 18 14 44 76 31 1 1 61 9 82 56 8 73 13 28 3303 15 64 38 108 116 28 14 5 42 57 40 17 63 71
internal_value=-3.7067e-06 -0.0296803 0.015204 6.73479e-05 -0.000104863 -0.0220347 -0.0749683 0.00445456 -0.0108068 0.035392 0.00392283 -0.0279259 0.0022397 1.40566e-05 0.000474916 0.000247029 -0.00432298 0.00110839 0.00479278 -0.038773 -0.0154157 9.74396e-05 -0.00390557 0.00172283 -0.00918286 -0.0790812 -0.00190908 0.0103057 -0.0114349 -0.0184832
internal_weight=193.813 0.462938 0.287155 193.35 191.3 1.03177 0.344118 0.687654 0.595714 0.0709981 0.512287 0.277259 0.196363 190.268 171.992 170.656 18.2761 12.2688 11.2313 1.03759 6.00724 0.656928 8.56527 6.9474 5.40972 0.509888 4.89984 2.8209 2.22205 2.07894
internal_count=4633 195 181 4438 4420 322 114 208 207 83 146 137 81 4098 3344 3316 754 623 423 200 131 136 385 371 295 62 233 122 105 111
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 2 1 1 1 0 0 1 1 1 1 2 1 1 1 2 2 2 1 2 2 2 0 1 1
split_gain=0.0312191 0.143756 0.0583426 0.843027 0.208461 0.121271 0.114268 0.324525 0.359439 0.3182 0.200671 0.182392 0.235717 0.198582 0.195313 0.328545 0.395548 0.107587 0.173122 0.154969 0.163638 0.15622 0.166208 0.169386 0.130684 0.104688 0.283827 0.344105 0.395739 0.548516
threshold=49.292797572200008 49.064150740050003 0.39672464895000009 48.823707093150006 0.31118828780000007 48.823707093150006 44.578137159850009 0.4172030777500001 0.39170982905000007 0.41861022125000008 0.58887458460000019 0.54191491270000014 0.37644082515000005 0.35394149875000008 0.37447980600000008 0.3584174126500001 48.109449608500007 0.46636328255000009 0.45824975300000009 0.47447681205000009 42.527280425250005 42.498713093000006 41.808689985400001 0.47941678395000004 37.345948426100009 43.895345911700005 43.930205408700004 0.47787491390000009 0.3465914194000001 0.40651477500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 8 11 -9 -11 12 13 -8 15 -15 -17 18 25 -19 21 22 23 -21 -25 -4 -27 -28 -29 -30
right_child=-2 -3 5 -5 -6 -7 7 9 -10 10 -12 -13 -14 14 -16 16 -18 19 -20 20 -22 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.052929999625446728 -0.01204148619569958 0.040463532198954051 -0.00031771822266049728 -0.11704031877866039 0.04633834933180811 0.021753358958571972 -0.047204475858001443 0.10065458767390732 -0.10737673181261909 -0.048788799667177037 0.017611516540077622 0.054431358330814431 -0.10834010677993618 0.10239404707517813 0.093404144847716697 -0.11055002477625434 0.061047221344327801 -0.10364723978839085 0.030011182353716422 0.076139601963170545 -0.10210774652714552 0.10485175615260789 -0.10459810718410022 0.049874202145401954 -0.10168249138186654 0.055693228452962144 0.042591039492184624 -0.054481544542689192 -0.044742796182477895 0.066205525796895676
leaf_weight=0.26383239668808656 2.1313373168338776 0.87954930738487647 171.09533751477366 0.58876194618642319 1.0674208290506042 2.5558469598181537 1.036895576806274 0.35342984274029765 0.56681357305933477 0.63914130381454048 1.5809387423432779 0.29521099198609579 0.32285240123746906 0.19589880108833291 0.24205088394228369 0.36538328896858729 0.21243127435445786 0.22977001486720527 1.9611563861592447 0.23447107857100491 0.16529876664299081 0.13586598640540615 0.15159490138921683 0.092512977489114689 0.14777555536363707 1.2422231584787358 1.4450193567172389 1.470496825873852 0.82088057193323016 0.97470698790857568
leaf_count=151 314 31 2657 8 49 39 60 6 128 37 98 8 29 3 4 84 2 84 134 20 135 2 68 187 204 7 28 10 17 29
internal_value=-5.58221e-06 0.00012849 -5.77838e-05 -0.0174014 0.026665 0.000118842 -0.000178475 -0.0139805 -0.0350499 0.0125254 -0.00150454 -0.0196998 -0.0289122 -0.0164194 0.0150061 -0.00952022 -0.047463 0.000266689 0.000463172 -0.0301253 -0.0119121 0.00764819 -0.0134368 0.0156718 -0.043332 0.000135871 0.0131718 0.00195972 -0.0160169 0.0154838
internal_weight=193.465 191.334 190.454 1.92002 1.33125 188.534 185.978 5.81105 3.23754 2.57351 2.22008 2.67072 2.37551 2.05266 1.01576 0.773713 0.577815 180.167 179.01 1.15729 0.927519 0.76222 0.626355 0.47476 0.240289 177.049 5.95333 4.7111 3.26608 1.79559
internal_count=4633 4319 4288 208 200 4080 4041 459 318 141 135 190 182 153 93 89 86 3582 2882 700 616 481 479 411 391 2748 91 84 56 46
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 0 1 2 0 2 1 2 1 1 0 2 0 0 0 2 1 2 1 1 1 2 2 2 2 0
split_gain=0.0277996 0.278766 0.652257 0.294712 0.354838 0.278353 0.726766 0.549817 0.309319 0.454177 0.140365 0.43019 0.262008 0.535099 0.477914 0.392525 0.250123 0.555608 0.232348 0.385225 0.468809 0.369733 0.17299 0.294764 0.162329 0.142698 0.631473 0.563183 0.367059 0.556649
threshold=0.53998383280000006 0.41808628485000005 0.41625999220000004 39.788107623550012 0.42111014640000005 0.54353163080000011 0.42209814075000007 40.767054867700004 0.54504356155000011 40.00488309970001 0.43540612555000008 42.081757894750005 0.42307116555000007 0.41997245590000004 0.54695967185000016 38.110427674550003 0.5485614203000001 0.5541600551000001 0.56345618395000019 41.087689990200012 0.42473279245000012 38.983591653800012 0.43593006200000012 0.43643902880000007 0.3975479776000001 42.546237522150008 42.477827694800006 42.455548714850003 43.276780833950006 0.56859076075000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 7 -2 9 -7 11 12 13 15 -14 -10 -12 -18 19 20 -16 -22 -19 -24 -13 26 27 -25 29 -27
right_child=5 3 -4 4 -6 8 -8 -9 10 -11 16 24 14 -15 18 -17 17 22 -20 -21 21 -23 23 25 -26 28 -28 -29 -30 -31
leaf_value=0.00032812408964300044 -0.078484656443851622 -0.12219636653520934 0.056268537406074237 0.0034853910516916943 -0.10682767021669931 0.059755290177804045 0.024019558936791321 -0.0059841272858180642 0.018406048123262714 -0.0024770116975059444 0.068856925609860453 0.0054330777564845917 -0.09642205861289152 0.051836710453690649 0.043218077415181883 -0.063342530308549513 -0.089262574968573358 0.090528116104632461 -0.050665807520212082 0.070499349186864929 0.018070139737040622 -0.11766961435281287 -0.12375704664917025 0.0081471852188223712 -0.10710743240271126 -0.12464354088407022 0.10547232174568809 -0.12281786014055285 0.007938934077486387 -0.0080587794903418039
leaf_weight=148.77714040912934 2.3244477307889531 0.33072281640488599 2.1139491653302676 1.4069279944524167 0.36782550484315368 2.0965323600903494 2.297414202708751 1.9018472403186022 1.2409910195974592 2.6614026432653191 0.54565376508981245 0.16153114121698386 0.75247503852006081 1.8259116713888941 0.68478285055607624 1.1151783722452817 0.67007939354516821 0.22521883507943385 0.90078049814474059 0.7081958483904599 0.31788391378722736 0.54418725706636906 0.18349728430621581 11.403081053871466 0.62052695435659189 0.60539992456324299 0.65217064100943467 0.33808634197339493 3.9734281465816821 1.2658984241631968
leaf_count=2634 24 14 12 12 110 17 18 23 26 39 5 36 8 18 4 29 14 6 28 6 37 22 4 848 72 12 9 6 467 73
internal_value=-6.15494e-06 0.000607614 0.00111184 -0.035528 -0.0193775 -0.00235279 -0.0212504 -0.0458592 0.00132806 0.024945 -0.00258242 -0.0130397 -0.00619364 0.0112032 -0.0248091 -0.0202857 0.00208878 0.000202749 -0.00773379 0.00941542 -0.0185506 -0.0676163 0.00341772 0.00235272 -0.0838626 0.00362154 0.00969601 0.00437605 -0.00925895 -0.0457761
internal_weight=193.013 152.997 150.891 2.10548 1.77475 40.0166 6.52371 4.22629 33.4929 4.75794 28.735 8.87244 8.09039 4.18208 3.90831 2.35617 19.8625 19.3169 3.15583 2.25505 1.54685 0.862071 18.6468 18.4216 0.782058 18.2381 12.3933 11.7412 5.84473 1.8713
internal_count=4633 2782 2646 136 122 1851 65 47 1786 56 1730 286 178 73 105 55 1444 1439 97 69 63 59 1425 1419 108 1415 863 854 552 85
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 0 0 0 2 0 0 1 2 1 2 0 2 0 2 2 0 0 0 2 2 2 1 2 1
split_gain=0.0276817 0.134183 0.0309586 0.0585503 0.0591583 0.051266 0.0784756 0.0559967 0.0609838 0.0377472 0.103101 0.0851346 0.0338761 0.0292107 0.113578 0.216863 0.173846 0.111399 0.0576434 0.10884 0.0922122 0.239815 0.314984 0.819373 0.595927 0.314318 0.312659 0.250846 0.266112 0.220744
threshold=0.61311038590000011 0.45824975300000009 0.66977036620000019 0.57854555250000017 0.58454836680000011 0.66718062335000017 0.66505493850000008 0.66011496660000013 0.65010029640000011 48.823707093150006 0.63528038085000016 0.61686775845000008 0.46280051495000007 49.292797572200008 0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 0.39672464895000009 48.823707093150006 44.279556297950009 0.58984760935000013 0.47943175355000006 0.47774018740000007 44.908704241950012 44.749265482150008 48.393869453650005 0.4172030777500001 47.74983977685001 0.36551300860000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 5 -4 -5 6 7 8 9 10 11 -3 -13 14 15 16 17 -1 -16 20 -20 22 23 25 -24 -22 27 28 29 -26
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 18 -17 -18 -19 19 -21 21 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.10121457398928775 -0.10625696157944829 -0.10330589436675408 -0.10520368005298134 0.057428665906740173 -0.10205966494666972 0.093368844151477101 -0.11253021452375725 0.083314390985619505 -0.10206715801513085 0.04107405572366668 -0.10223028478897789 0.1018338337620997 0.015556069883657648 -0.012112319488911697 -0.018867110994367255 0.067402151147076581 -0.083026803873821109 0.083067926743862652 0.00033336099492364504 0.021418391834213808 -0.11567656343394878 0.038971906468500211 -0.13216151470384999 0.094786165690583929 0.026869241957722986 -0.0084678038833694846 -0.11086257421162769 0.032252080447560665 0.021116322182489634 -0.10595111344561457
leaf_weight=0.041412643551523187 0.14185082164924168 0.057684464955854997 0.080766646561769906 0.074088233523070812 0.033898331389110581 0.059470754036738072 0.060544956103058212 0.083069366618019558 0.057590499031221043 0.20780161014954501 0.097710814850529459 0.051985308527946472 0.36529082826791637 1.9408830725103019 1.6003778039992358 0.67710189358331263 0.22871027858400339 0.15778535773279145 177.8134402755388 2.384912807843647 0.35567940701730494 0.79845193121582259 0.57852829160219732 0.74030886963009823 0.16247900249436564 1.1831632978573905 0.32491774577647436 0.96459713330114016 0.4791189648094587 0.54434002813650295
leaf_count=132 21 31 115 7 101 15 14 14 71 30 65 1 163 237 63 12 45 13 3044 39 14 19 44 5 4 102 9 33 20 150
internal_value=-8.55363e-06 -0.0141634 -0.00354175 -0.0408036 0.00736329 0.00321358 -0.00224809 0.00500062 -0.00276189 0.00456577 -0.00868176 0.0105634 0.0263048 9.31182e-05 0.000218435 0.0321847 -0.0235418 0.0447562 3.04772e-05 0.000192788 -8.241e-05 -0.0121396 -0.0197918 0.00834015 -0.0407863 -0.0332474 -0.0194314 -0.00561732 -0.0364189 -0.0754192
internal_weight=192.348 1.37175 1.2299 0.188753 0.107987 1.04115 0.981678 0.921133 0.838064 0.780473 0.572671 0.474961 0.417276 190.976 189.035 1.10501 0.427908 0.199198 187.93 186.33 183.945 6.13158 5.33313 2.27915 3.05398 1.53884 2.47545 2.15054 1.18594 0.706819
internal_count=4633 648 627 223 108 404 389 375 361 290 260 195 164 3985 3748 202 190 145 3546 3483 3444 400 381 121 260 116 216 207 174 154
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 0 1 0 1 1 0 0 0 0 0 0 1 0 0 0 2 2 2 2 0 2 1 1 1 2
split_gain=0.0268569 0.159099 0.115219 0.0925327 0.106807 0.090614 0.0451843 0.0344717 0.0275502 0.240084 0.109868 0.540475 0.164333 0.445033 0.535973 0.305849 0.171798 0.995612 0.304631 0.193364 0.353579 0.300212 0.0846902 0.164518 0.204177 0.616903 0.291461 0.183235 0.179504 0.825416
threshold=0.59930840395000018 0.45824975300000009 0.60134427115000011 0.45932756505000005 0.60710757165000018 0.61311038590000011 0.47634801355000006 0.68131193680000013 0.34506451900000007 0.34503457980000002 0.48588365620000007 0.48389269780000005 0.48149755995000004 0.47976108500000009 0.47943175355000006 0.47811442770000007 0.34458549145000011 0.47736594710000008 0.47757552170000012 0.47736594710000008 41.542492784600007 42.783136484500005 48.96897326980001 42.206017975500011 0.39672464895000009 48.823707093150006 0.32012514595000008 0.31118828780000007 0.32467590790000006 39.427119987250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 -4 -5 -6 -7 -8 9 10 11 12 13 14 15 16 17 22 19 20 -18 -22 23 28 25 27 -26 -25 -1 -30
right_child=1 2 3 4 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.021773358184995845 -0.10503763047679059 -0.11203334290692352 0.079175213938156797 -0.10204796915829778 0.073787723091194343 -0.10127729322812856 0.0011817050215834467 -0.1007814492043579 0.0006785070196283704 -0.037545204192242665 0.023380944976239302 -0.074187757289150863 0.018205332923464931 -0.045579241711454305 0.051404806487031877 -0.04480358524681903 -0.0637387449514729 0.10395107221304806 -0.050399152564402631 0.034860032547653741 0.044524679191706516 -0.024236239129009209 -0.01689963968652302 -0.050650795158010992 0.087092251091503828 -0.10958534868739854 0.013511022023078271 0.045328384084062839 0.00096801715920421378 -0.11516066233649101
leaf_weight=1.6108275436715915 0.16737308435560194 0.090803328581387066 0.14755866921086624 0.10309649238115515 0.16141937094380399 0.048023358713805808 1.0274407444475597 0.03426276330871747 154.79742281819944 1.8439071701104683 1.8243082491680969 1.0004520267248143 4.4780853390693656 2.1992676431254941 1.9692682474851597 1.6246229875323468 0.96329233934801495 0.97428566962480623 1.6473883371800182 1.1673875525593755 1.1744308199267837 1.3823043461889026 2.6210327948501808 0.24558940436864385 0.78833676221984239 0.44367644749581803 1.6974649533221962 1.0464871451258659 3.9759008522620718 0.72342583021963935
leaf_count=149 43 31 6 54 50 34 409 179 3052 18 20 5 21 13 11 35 39 5 10 6 21 27 42 115 41 6 45 6 95 45
internal_value=-1.14704e-05 -0.0122378 -0.00260611 0.00392323 -0.00415692 0.00378255 -0.00640031 -0.0021088 0.00010295 -0.00241373 -0.000483352 -0.00185527 0.000499364 -0.00252059 0.001416 -0.00304109 0.000274755 0.00641066 -0.0134087 -0.000408451 -0.0121049 0.00734894 -0.000814621 0.00318847 0.0184691 -0.00784914 0.0368463 0.0270853 -0.00703443 -0.0169091
internal_weight=191.979 1.77998 1.6126 1.5218 1.37424 1.27115 1.10973 1.0617 190.199 35.4017 33.5578 31.7335 30.7331 26.255 24.0557 22.0865 20.4618 14.127 6.3348 4.68742 3.52003 2.55674 13.1527 10.5317 4.22155 1.73575 2.4858 1.29208 6.31015 4.69933
internal_count=4633 806 763 732 726 672 622 588 3827 775 757 737 732 711 698 687 652 549 103 93 87 48 544 502 213 127 86 121 289 140
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 0 1 0 2 2 2 0 1 0 0 0 1 2 2 2 0 1 2 2 2 0 2 1 2
split_gain=0.0253468 0.262148 0.233379 0.638104 1.63055 0.285028 0.772687 0.279457 0.325872 0.503949 0.283725 0.274907 0.581017 0.555585 0.214527 0.167379 0.165786 0.649245 0.148019 0.219889 0.137758 0.136779 0.270159 0.804641 0.480866 0.537015 0.467415 0.449293 0.248512 0.238203
threshold=0.41808628485000005 0.4172030777500001 0.54353163080000011 38.396531328800009 39.788107623550012 0.41917906650000009 0.54413041525000005 0.42209814075000007 0.5541600551000001 41.11191809080001 40.00488309970001 43.067541470150012 0.54191491270000014 0.41861022125000008 0.52949013500000019 0.52889135055000014 0.53998383280000006 0.40651477500000005 37.765550062200006 47.74983977685001 48.109449608500007 0.53634621715000008 0.39563186730000005 43.61821939175001 44.279556297950009 48.96897326980001 0.5132031975000001 38.911218973650008 0.39431454150000006 38.804629908750009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 -2 -5 -4 -7 10 9 -9 -8 -6 13 -13 15 -15 21 18 -18 -20 -21 22 28 26 -25 -26 -24 29 -1 -28
right_child=2 -3 5 4 11 6 7 8 -10 -11 -12 12 -14 14 -16 -17 17 -19 19 20 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.00014686404713911864 0.049970364430911789 0.034936625133362952 -0.051323913719992204 -0.14672460064466522 -0.024822456435756566 0.10638385542825515 0.05673619503160169 -0.06170034913611399 0.0020015339211843083 0.0071173925936267235 -0.00047113372152651528 0.1021785524889875 0.10864581870084022 -0.10104298196642558 -0.1140167929211634 0.10358474323230182 0.019865047512569022 -0.11080929836057739 -0.049947336294399014 0.088786534280123411 -0.022521147926390959 0.013295191312624209 0.046945419013569911 0.083973660463885796 -0.10723979175785603 0.10459511734963214 -0.059142803327788242 -0.10792029626387178 0.035296676427730198 0.020839427013595008
leaf_weight=134.56678960608571 1.079916984424911 2.1856218504835843 0.99599068518728273 1.0362356239929793 2.7478226617749897 0.70644909166731196 1.6720619082971127 2.1979800739245574 20.568988812423171 2.0627477869693394 1.8004944264321237 0.24876133841462411 0.55866651982069016 0.067409720630337233 0.42160342642091564 0.098213791847229004 1.5802378979860803 0.65933546136716348 1.0166482832282779 0.22731556743383396 0.217654239577314 8.0013902415521425 0.42918797582751667 0.8959648909512905 0.35489240488095675 0.18055611877935007 0.9863822170882488 1.3211000050068831 2.0419378034130196 0.59816429112106562
leaf_count=2272 16 17 16 13 31 6 15 39 1514 28 36 3 3 80 25 1 13 59 28 8 44 52 13 34 100 4 49 92 19 3
internal_value=-7.38056e-06 0.000548584 -0.00238777 -0.0199529 -0.034534 0.00127612 0.0030821 0.000503597 -0.00321249 -0.0283836 0.0270746 -0.00646969 0.0296899 -0.023074 -0.0761336 0.0203001 5.75954e-05 -0.0208493 -0.00135004 -0.0242869 0.0343411 0.000575618 -0.000144271 -0.0235474 0.039167 -0.0358079 -0.0504664 -0.0648549 0.00067226 -0.0289496
internal_weight=191.527 155.263 36.2633 6.25863 5.17871 30.0047 29.0087 28.3023 24.8297 4.26073 3.47256 4.14248 1.39465 0.835988 0.587227 0.165624 153.078 3.70119 3.04186 1.46162 0.44497 149.376 141.375 4.76625 1.43141 0.535449 3.33483 2.90565 136.609 1.58455
internal_count=4633 2807 1826 172 156 1654 1638 1632 1581 67 51 143 112 109 106 81 2790 152 93 80 52 2638 2586 295 138 104 157 144 2291 52
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 0 0 1 1 1 1 0 2 1 0 2 0 2 2 0 2 1 1 2 0 1 0 2 0
split_gain=0.0274852 0.36588 0.148284 0.403753 0.571994 0.918238 1.59831 0.716299 0.397133 0.492357 1.16863 0.707451 0.977421 0.959364 0.403278 1.36638 0.351719 0.739875 0.460563 0.489765 0.618676 0.400322 0.505572 0.613929 0.375958 0.351568 0.30481 0.787442 0.632085 0.710043
threshold=42.081757894750005 42.027798546600003 0.48001556840000009 0.48032993025000009 0.48104847160000008 0.48149755995000004 0.48185683060000012 0.48320409570000006 0.34494476210000008 0.34566330350000002 0.34575312120000007 0.34608245260000009 0.48911709230000006 42.283941020600004 0.34900152690000003 0.49588335680000006 43.968221017800005 0.47961138885000004 42.783136484500005 42.431220712750012 0.47449178170000011 43.022303514600004 0.3447052483500001 0.34626208795000007 44.131787411600008 0.5276039639500002 0.3584174126500001 0.52507409960000018 43.521589032450009 0.50913146310000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 16 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 25 -15 -16 17 18 19 20 -2 -20 -23 -24 -18 -14 -17 28 -28 -30
right_child=2 -3 3 4 5 6 7 8 9 10 11 12 13 14 15 26 24 -19 21 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-8.1524110465302894e-05 0.032175951115165996 0.032166705781587833 0.0439109772283535 -0.055428045124206328 0.058067967930702749 -0.14446508982298184 0.060256266739898257 -0.075635247071289644 0.037297775638397472 -0.14320427978040406 0.07771818518836425 -0.094566868234051193 -0.21837146420799833 0.026188261798123988 -0.15601198470366545 -0.041459677818100241 0.062880602299658847 -0.119083320384479 -0.12545681977373227 0.02270562706488187 -0.12318001557013392 0.041886391398938454 -0.11354473284367946 0.0081044738598014376 -0.0030892692014296698 -0.061290337007275757 0.068311063049436446 -0.0069238760969312059 0.053016633652974515 -0.086535370093423145
leaf_weight=124.59551693860402 0.45489611281191045 3.6204841224534894 2.1144368108361951 1.8381755128502835 2.6910739374870891 0.77539496868848701 1.9093202427029599 0.72924506478011508 3.0546477511525145 0.59792828187346359 1.0731309354305292 1.1689664737932641 0.24889280821662652 5.2857921756804016 0.57955664423389208 1.6896411366760755 0.97243885239003969 0.75238822773098935 0.52186465757992584 3.5088111694699933 0.58725180823239498 0.71101412590097401 0.92099088575923793 0.75490107009773055 7.7375068717628892 0.33326602207125688 2.8482010462066709 17.21255469430605 0.77607664444803937 0.68765156128552007
leaf_count=2539 23 36 11 12 21 10 61 7 19 14 5 25 13 27 14 22 14 15 36 79 28 75 64 27 236 37 35 996 34 98
internal_value=-9.23601e-06 0.000829081 -0.00172802 0.00123791 -0.000836359 0.00157233 -0.00232895 0.000556555 -0.0025848 -0.00108657 -0.0046941 -0.00209819 -0.00487638 -0.00134168 0.00120294 -0.00434758 -0.00972275 -0.0245702 -0.0150376 0.00482729 -0.0553674 -0.0461175 -0.028771 -0.0587482 0.00427607 -0.128448 -0.000561173 0.0026493 0.0408639 -0.0125441
internal_weight=190.752 128.216 62.536 45.614 43.4995 41.6613 38.9703 38.1949 36.2856 35.5563 32.5017 31.9037 30.8306 29.6616 29.0795 23.7937 16.9221 8.21212 7.45973 4.55096 1.04215 2.90877 2.38691 1.67589 8.70995 0.582159 23.2141 21.5245 4.31193 1.46373
internal_count=4633 2575 2058 1461 1450 1438 1417 1407 1346 1339 1320 1306 1301 1276 1226 1199 597 347 332 130 51 202 166 91 250 50 1185 1163 167 132
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 1 1 1 0 1 2 2 1 2 2 0 1 1 1 0 2 0 2 0 0 1 2 1 1
split_gain=0.0239812 0.129894 0.038772 0.0700241 0.0705867 0.0844461 0.0413876 0.0516632 0.0263721 0.402107 0.484256 0.143462 0.0679607 0.140739 0.0712191 0.0724942 0.0329936 0.296299 0.872827 0.256574 0.261788 0.260936 0.217911 0.748383 0.41673 0.217992 0.536095 0.438501 0.198106 0.507072
threshold=0.48616807880000007 0.61400856260000014 0.63013083440000017 0.49585341755000006 0.4985778869000001 48.109449608500007 0.51869704500000013 0.52366695605000013 0.46280051495000007 0.56065686655000013 0.46551001470000003 38.911218973650008 39.476991512000005 0.47289003325000006 44.749265482150008 41.909642283050012 0.54585192060000021 0.42039160505000012 0.40437412050000004 0.42307116555000007 0.5541600551000001 41.362929270750008 0.54353163080000011 39.955516828000007 0.54413041525000005 0.53998383280000006 0.42209814075000007 40.767054867700004 0.41808628485000005 0.41625999220000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 -4 -5 -6 -7 -8 16 -10 -11 -12 -13 -14 15 -15 22 18 -18 -19 21 -21 25 -24 -25 28 27 -27 29 -1
right_child=1 2 3 4 5 6 7 -9 9 10 11 12 13 14 -16 -17 17 19 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00021900838409733833 -0.10138778090140683 0.029514088793024713 -0.10547932160047316 0.087317971463744287 -0.10260870364660364 -0.03385667951822547 0.10260864103776764 -0.004892043178940886 -0.11739992471347449 0.10311017479643587 -0.1043803119243651 0.054721447366511466 -0.074580487021782327 0.029126259663000816 0.048501862857118383 -0.038020118252034565 0.0065037808544663074 0.039948474765599096 -0.12626336660514684 -0.066102049330096127 0.0012305815074425922 0.0015264499049771269 0.068889318994819163 0.028210447122418089 -0.03682461411765172 -0.069920037569430882 0.021297618086528341 -0.0043066060374375896 -0.031095781483618058 0.050697811628625349
leaf_weight=146.93857785490385 0.1495883610605151 0.28782417578122477 0.075092187337872929 0.075314901070669293 0.091930396915678614 0.14922819843923207 0.072837233543395996 0.11574789560654608 0.22263521142303888 0.5667587182397259 0.13205148030732505 0.22717702775844362 0.23404139486956388 0.2921251640364062 0.34282233442354482 0.35763947502709925 1.4639841115367773 1.4985487407539064 0.74823716038144983 1.229651423848739 17.27139101439036 1.0643567402530605 2.0096385121214544 1.8697803705290428 2.0828229535836726 2.2229633285314767 2.2032899111509323 1.8799436077970311 1.9602818997694829 2.0173134551150715
leaf_count=2634 197 133 13 4 326 15 1 61 5 12 83 13 40 23 18 22 60 25 72 26 552 16 21 11 38 24 17 23 136 12
internal_value=-1.40433e-05 -0.0153245 -0.000492185 -0.0153789 -0.00198274 -0.0176332 0.00549154 0.0366279 6.84587e-05 0.010539 0.0237711 -0.00458333 0.00448139 -0.00482329 0.0116247 -0.00783204 -6.49212e-05 -0.00358705 -0.0384019 6.93507e-05 -0.00298506 -0.0347243 0.000437464 0.0192026 -0.00605976 -0.000274155 -0.0184899 -0.0398561 0.00048701 0.000902644
internal_weight=189.854 1.01756 0.867975 0.580151 0.505059 0.429744 0.337813 0.188585 188.836 2.37525 2.15262 1.58586 1.45381 1.22663 0.992587 0.649765 186.461 23.2762 2.21222 21.0639 19.5654 2.29401 163.185 5.96224 3.9526 157.222 6.3062 4.10291 150.916 148.956
internal_count=4633 750 553 420 407 403 77 62 3883 216 211 199 116 103 63 45 3667 751 132 619 594 42 2916 70 49 2846 64 47 2782 2646
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 1 0 1 1 2 1 1 1 1 1 0 1 1 0 1 0 0 1 1 0 2 2 1 0
split_gain=0.0226302 0.304166 0.137021 0.587806 0.142077 0.370639 0.429571 0.347644 0.446755 0.430615 0.405243 1.33467 0.935716 0.807581 0.7624 0.409605 0.379959 0.536115 0.557579 0.388256 0.323101 0.313637 0.49618 0.282954 0.69076 0.16631 0.146399 0.629859 0.36781 0.195437
threshold=42.081757894750005 42.027798546600003 41.965446242000006 0.36880632320000012 0.47976108500000009 41.489621506400006 0.34566330350000002 0.48149755995000004 0.34458549145000011 0.3453339720000001 41.444941515100005 0.34569324270000007 0.34587287805000005 0.3447052483500001 0.34614233110000009 0.34626208795000007 0.49405706415000006 0.37043801085000005 0.41997245590000004 0.54986377655000018 0.46280051495000007 0.48185683060000012 0.48233585820000008 0.3453339720000001 0.34560342505000002 0.47880302985000006 41.243661560350013 41.16018805045001 0.40115565405000009 0.48320409570000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 25 -7 9 -9 -6 13 -12 -13 -10 -14 -16 -17 -18 -19 -20 -21 -15 -23 -24 -25 -1 27 29 -28 -26
right_child=-2 -3 3 -5 7 6 -8 8 10 -11 11 12 14 21 15 16 17 18 19 20 -22 22 23 24 26 -27 28 -29 -30 -31
leaf_value=-0.0035709875672259184 -0.0015863123625758742 0.029629162648593211 -0.079376294332614172 0.051549312785402548 -0.050364905159652487 0.012820867411529095 0.07379703263020114 0.060885676564095451 0.1141789375565806 -0.0034464498216319585 -0.13121339388187861 0.095719210928830678 -0.1044433255561055 -0.05942966244918866 0.033021358868158122 -0.10452056757579614 0.078391201330418436 -0.10001685619503607 0.061035516358373877 -0.067991049227766012 0.054918591192849281 0.049047605359457076 0.031783937625698748 -0.066121633662555662 -0.046291046639163586 0.018008707912004512 0.0027340692387090616 0.079590915466165424 -0.06111869947569655 0.00092648699061611834
leaf_weight=18.574239280582752 61.626229257675163 3.5450701373119946 0.91808799479377856 0.54735526263539214 3.1365949511527997 4.5480745401824256 1.5487965894863007 1.199739173054694 0.63302269577979942 5.197724150493741 0.98016639798879435 0.79194114729762066 0.9070179983973502 0.85600147742661548 1.8375256508588789 0.5146786775439981 0.54424542561173472 0.80208821182895951 0.66260858349414764 0.81581079657189526 0.28987338347315017 2.1274097733403314 2.7046540044248095 1.6003800742328156 0.88915280252694984 4.4214177476242176 2.7885961452848269 1.016983618686935 1.3335171292715129 62.073298186380143
leaf_count=503 2058 36 26 31 23 62 36 7 2 35 15 5 6 5 6 4 9 36 19 29 57 9 20 29 5 30 32 24 33 1441
internal_value=-1.22926e-05 0.000746677 -7.73181e-05 -0.0304745 0.000285442 0.00639004 0.0283107 -0.00160989 0.000293275 -0.0211041 -0.000570405 -0.0217678 -0.00679743 0.00170093 -0.019535 -0.00544757 -0.0249245 -0.0117716 -0.0308624 0.000505721 -0.0357683 0.000756488 0.00144771 4.91549e-05 -0.00118225 0.000578181 0.000343815 0.00152069 -0.0179225 0.000259683
internal_weight=189.432 127.806 124.261 1.46544 122.796 29.0925 6.09687 93.703 85.3687 8.33432 84.169 8.14596 7.16579 76.023 6.37385 5.46683 3.62931 3.11463 2.57038 1.76829 1.10568 75.39 74.534 72.4066 69.7019 22.9957 68.1015 63.9794 4.12211 62.9625
internal_count=4633 2575 2539 57 2482 631 98 1851 1793 58 1786 186 171 1600 166 160 154 150 141 105 86 1598 1593 1584 1564 533 1535 1470 65 1446
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 2 2 0 0 2 2 0 0 0 0 0 2 0 1 0 0 2 2 0 1 1 1 2 0 1
split_gain=0.0697496 0.115764 0.0272728 0.0524384 0.0518038 0.0429687 0.132295 0.55667 0.531775 0.111884 0.0562004 0.602715 0.740403 0.197831 0.142681 0.0564212 0.0505523 0.172625 0.801389 0.375551 0.373517 0.308741 0.293995 0.927432 0.205884 0.174876 0.391365 0.104376 0.683286 0.361291
threshold=0.39587138110000003 0.3733870243500001 34.823977857500005 35.374259656300005 0.36618664115000005 35.887362732750006 36.257608591500009 0.50730517050000012 0.5206281249000001 36.558960102350007 37.041406607950009 0.50035927070000008 0.50218556330000019 0.50452082270000009 0.52889135055000014 0.5380527529500001 38.324118171300007 0.50730517050000012 0.38772791230000009 0.47787491390000009 0.52252926560000013 38.238138001450004 37.345948426100009 0.52889135055000014 0.39591628995000006 0.41347564445000012 0.44765126795000004 38.751720283100006 0.53866650695000018 0.36265381275000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -5 7 -7 -9 -8 11 -11 -13 -14 -15 -16 17 19 -19 -12 -20 22 24 -24 -22 -25 -27 28 29 -18
right_child=2 -3 3 5 -6 6 9 8 -10 10 16 12 13 14 15 -17 27 18 20 -21 21 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.02799671004203784 0.017047004645309571 -0.11067622695090192 -0.001070564810344126 0.014633572658594602 -0.024751596385148247 -0.11507445427949455 0.034688254671704756 0.10814359006375363 -0.07233434876185918 -0.090553268920754285 1.2663030712758621e-05 0.11197899632209574 0.010317902018227687 -0.11042007793328075 0.010074387513660868 -0.065260948656607018 -0.016418232248709481 -0.076861451600872807 0.084869941662913187 0.059223423564278913 0.059862325707800847 0.063815608575009716 -0.13228517400601478 0.048675647196930849 -0.0063845399416187359 -0.11212639592909338 0.016914556968509718 0.00033610749611281206 0.015513939109667117 -0.097361230340656565
leaf_weight=0.10304253513461858 0.94128511739930232 0.14478500810159289 2.0474662050000911 2.0454699275113617 1.6831621664289285 0.48553758527850621 0.93973612478975965 0.35897202044725418 0.29944843378689256 0.75615512259537299 2.9218403757149627 0.56167256832122836 0.88982382416725136 0.31672374514164403 0.24054193787742406 0.16944167688257039 1.109050987150112 1.2197555028833447 0.6321128207782748 1.6912226988933978 0.85144961159676302 0.72771736398863129 0.64483901111816555 0.64787027519196261 1.0447781873208439 0.31323261800571323 0.94142284264364662 159.81688423891427 3.2351216784854842 1.0967761964348026
leaf_count=18 349 170 21 56 34 35 36 3 42 19 49 2 5 11 8 45 14 14 5 25 6 11 22 10 37 37 51 3424 44 30
internal_value=-1.86607e-06 -0.0530183 6.77887e-05 -1.73647e-05 -0.0117548 0.000220669 5.86064e-05 -0.0338412 0.0260625 0.000273135 9.32904e-05 -0.0136326 0.0130701 -0.0212963 -0.0600066 -0.0210609 0.000320979 0.0066917 -0.00317958 0.0217203 0.0123068 0.00343704 -0.00645102 -0.0286433 0.0233618 0.00648486 -0.0153013 -0.000127601 -0.0137481 -0.0566645
internal_weight=188.877 0.247828 188.63 187.688 3.73063 183.958 181.912 1.14396 0.65842 180.768 179.828 2.93436 2.1782 1.61653 0.726707 0.409984 176.894 11.6362 7.02318 4.61306 5.80342 5.17131 4.44359 2.54736 1.89623 1.90253 1.25466 165.258 5.44095 2.20583
internal_count=4633 188 4445 4096 55 4041 3985 80 45 3905 3869 90 71 69 64 53 3779 267 193 74 179 174 163 120 43 98 88 3512 88 44
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 1 0 0 0 2 2 1 1 2 2 1 2 1 2 2 0 0 1 1 0 0 0 0
split_gain=0.0267272 0.195431 0.109797 0.705638 0.258999 0.423017 0.26485 0.132716 0.879604 0.249268 0.16794 0.294131 0.211482 0.100308 0.819501 0.435232 0.755973 0.695602 0.424107 0.250408 0.53906 0.456412 0.264607 0.228014 0.318735 0.200376 0.0968673 0.0790245 0.252255 0.767345
threshold=0.34506451900000007 0.34503457980000002 0.48233585820000008 0.48185683060000012 0.47976108500000009 0.47943175355000006 0.47811442770000007 0.34458549145000011 0.47736594710000008 0.47757552170000012 0.47736594710000008 41.542492784600007 42.783136484500005 0.34545372890000009 0.34542378970000004 41.909642283050012 42.759119507950011 0.34521421515000011 41.741384785950011 0.34524415440000006 40.890797847750008 40.94178426300001 0.47868327295000007 0.48077901860000011 0.3453339720000001 0.34548366815000003 0.47811442770000007 0.47757552170000012 0.47905751325000007 0.47961138885000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 10 11 -9 -13 14 15 18 17 -17 19 20 22 -21 26 24 -18 -15 -2 -27 -29 -30
right_child=13 -3 -4 -5 -6 -7 -8 9 -10 -11 -12 12 -14 25 -16 16 23 -19 -20 21 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.00059323487826441084 0.072990354391544901 -0.034386273709684653 -0.0141882233305903 0.070500794323156382 -0.031329583154844375 0.047118722028949227 -0.041562099104205497 -0.057691825271134756 0.10164446161837817 -0.044725197208481116 0.03383889698834168 0.039257471344038786 -0.019413491574795484 -0.031096867703207489 0.082090718892174355 -0.010938318988484404 -0.057885462596012217 -0.11639701852778256 0.057897650412785155 -0.039356166627208047 -0.0027085205528488776 0.019229985916226097 0.11086804184842254 0.026851827346963848 0.021705678059459062 -0.016271539097936945 0.0029760948688692807 0.02367825124584037 -0.075244462775991339 0.00041187988210336629
leaf_weight=12.955964090595145 0.32081297173909262 1.8223804770605045 5.123036111239343 1.4164226055145253 2.6945265132817431 1.8636056855320919 1.6093742172452028 0.953671772446682 0.89997706562280733 1.6592236142605541 1.1369495540857313 1.1416711625643077 1.33017220813781 2.0968065382912746 1.3604229653719802 1.2901387065649026 1.0161052413895961 1.2139955362072212 1.8161497861146916 2.6039909551946607 2.9952505414839834 2.7173948170893709 0.77962395548820496 2.474163506180048 0.99669481847377017 2.8970349067992904 0.51455012406222522 4.5036413255147627 1.3553943762090046 122.84512084319141
leaf_count=544 63 18 38 6 15 11 35 39 5 10 6 21 27 19 25 12 33 40 10 27 21 31 6 14 14 218 3 57 35 3230
internal_value=-1.8266e-06 -0.0025127 -0.000740957 0.00174953 -0.0019609 0.0013993 -0.00252946 0.000599301 0.00604735 -0.0115337 0.000536966 -0.0105161 0.00768489 0.000563161 0.00714981 0.00170918 -0.0180466 -0.0620643 0.0134658 0.00534078 0.0224002 -0.00943883 0.0689683 0.00651934 -0.0184737 -0.000427033 0.0298644 6.16305e-05 0.000429278 -0.000413754
internal_weight=188.404 34.607 32.7846 27.6616 26.2451 23.5506 21.687 20.0776 13.8559 6.22169 4.56246 3.42552 2.47184 153.797 20.0993 18.7389 6.9911 2.50413 11.7478 9.93162 4.61024 5.32139 1.61499 4.48696 2.0128 133.698 0.835363 131.601 128.704 124.201
internal_count=4633 775 757 719 713 698 687 652 549 103 93 87 48 3858 299 274 113 52 161 151 93 58 72 61 47 3559 66 3540 3322 3265
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 1 2 1 1 0 1 2 0 1 1 1 2 1 1 1 1 1 0 1 2 0 1 1
split_gain=0.0233239 0.347055 0.195573 0.191185 0.194663 0.204048 0.568216 0.214665 0.135165 0.0802341 0.0685459 0.446299 0.308118 0.254661 0.319107 0.359184 0.213547 0.0988624 0.182761 0.0931272 0.655775 0.252263 0.182631 0.136949 0.134166 0.241155 0.134164 0.291769 0.095752 0.373471
threshold=43.182896969600009 43.131467368600006 43.276780833950006 43.384297312450009 43.521589032450009 43.735142172100005 0.3475943834000001 0.35585760905000008 43.847394126900006 0.3475943834000001 0.3465914194000001 0.47787491390000009 0.3584174126500001 44.578137159850009 0.47774018740000007 0.34491482290000003 0.36042334060000009 0.32467590790000006 48.96897326980001 0.38512319990000005 0.39150025445000008 0.39170982905000007 0.39670967935000007 0.37447980600000008 0.53312775065000018 0.40651477500000005 45.458122212500008 0.53203496900000014 0.43593006200000012 0.44512140355000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 -6 -8 -7 -5 11 13 -12 14 15 -10 -14 18 -15 23 -21 -22 -23 -18 25 -24 -27 -28 -26 -30
right_child=2 -3 3 4 5 8 7 -9 10 -11 12 -13 16 17 -16 -17 19 -19 -20 20 21 22 24 -25 28 26 27 -29 29 -31
leaf_value=-0.00010571159498952796 0.028174868493093964 -0.058881818727974947 -0.029340277395972277 0.0081536914108299857 -0.098755420727324003 0.034433609111816116 0.048090686286839157 -0.025936746180333294 0.070609720745103785 0.04771949871344916 0.0614263912308236 -0.042623818259351465 -0.12768919478498617 0.023476258941556367 0.10681054594067292 -0.054360487618550529 -0.0070630706299053218 -0.031715412342751027 -0.014740978556901402 -0.10267009576183578 0.10184530605168221 -0.10236057240553796 -0.027632456470453176 0.048866966624162067 -0.020526656039698173 0.087462873175697717 -0.10113791154571568 0.10525752472350709 0.080356196078224737 -0.0089215048877223507
leaf_weight=156.5443054993122 2.7112026418499253 1.011097652520873 2.0517961743709092 0.8711083616752292 0.76822704903986805 1.2763724699311776 0.6872357130050657 0.91096461350753088 0.46783684279398741 1.2451077279047238 0.93251794413663347 2.3929890115759918 0.12704339378978957 2.3955362085652894 0.52614648640155792 0.45237149350577965 0.80271183154400005 0.94700539147743246 2.6197397531359456 0.59548323141643766 0.26863289019092906 0.16065752223221341 0.43837969680316724 0.96301594414399005 1.790108011111897 0.64394281177283119 0.13455478049309022 0.13950227200984955 0.58460270301293382 2.3606720505649719
leaf_count=3234 32 34 33 19 22 24 2 40 42 29 14 23 59 65 3 15 37 33 40 19 4 105 35 35 65 36 86 1 17 430
internal_value=5.50931e-06 -0.000482902 0.00254807 2.65223e-05 0.00238922 -0.000238926 -0.0280779 0.00589549 0.00289521 0.0314328 0.00085632 -0.00507789 0.00670685 0.00704944 0.0446921 0.00917476 0.00104304 -0.00208208 0.00351341 0.00288431 -0.00221609 0.00695707 0.00288023 0.0234408 0.00565574 0.0333849 0.0625231 0.00392281 -0.00228688 0.00879908
internal_weight=187.821 157.555 30.2655 27.5543 25.5025 23.3863 2.36643 1.5982 21.0198 2.11622 19.7435 9.80163 9.94183 7.40864 1.44635 0.920208 9.00931 5.96228 5.01528 8.88226 7.11654 6.52105 6.25242 1.76573 6.09176 1.35638 0.918 0.274057 4.73538 2.94527
internal_count=4633 3268 1365 1333 1300 1252 64 42 1188 48 1164 221 943 198 60 57 929 138 105 870 798 779 775 72 670 158 123 87 512 447
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 0 1 1 0 1 2 1 0 2 2 2 2 1 2 1 2 0 2 0 0 1 1 2 0 0
split_gain=0.0269166 0.101458 0.341828 0.161188 0.10414 0.0523806 0.0432006 0.0792604 0.0384835 0.142989 0.261472 0.235654 0.128248 0.100006 0.29936 0.203223 0.154464 0.0921529 0.116124 0.0851775 0.282824 0.387685 0.272943 0.21559 0.154166 0.370581 0.253047 0.313504 0.116277 0.122496
threshold=0.31100865245000009 49.247968080500009 49.064150740050003 0.39614083410000006 44.952171034750002 0.39672464895000009 0.31638274305000008 0.31168228495000011 0.47396784530000008 0.34377713240000007 43.968221017800005 0.3621298763500001 0.47500074850000013 38.396531328800009 41.32819714970001 43.61821939175001 39.525197829750006 0.3584174126500001 50.189067467950004 0.34482500525000009 41.675153845500006 0.47757552170000012 40.722669576350008 0.47880302985000006 0.47697673720000006 0.34506451900000007 0.34518427590000006 41.641174900500005 0.47709649410000005 0.47721625100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 7 -7 9 13 11 -11 -10 -8 16 -16 -15 -12 -19 20 22 -22 23 -14 25 -21 -27 -28 -26 -30
right_child=5 -3 -4 -5 -6 6 8 -9 12 10 17 -13 19 14 15 -17 -18 18 -20 24 21 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=-0.10115823359201451 -0.01845367112545036 -0.0030798866455912944 0.11534459844313619 -0.079506195110342182 0.083447791588533216 -0.0041961006488954655 0.016762166542793059 0.062101030777935766 0.024752626293160319 -0.11760259648334762 0.10236220085318951 0.0034991586365103488 0.0067738637302013063 -0.014004211197349396 0.049546960722875219 -0.015589921948284624 -0.072971249126100202 -0.1064208819974195 0.10159494118086783 -0.11781870795878396 0.003376844047400246 -0.071405853334035693 0.021834954365511475 -0.032730308329785844 0.030581166125651479 0.055467945389748009 0.0056308268287191647 -0.1116995926887205 -0.028107772515607206 0.00086855603308386663
leaf_weight=0.038206600386444411 1.5467385746053413 1.6973465260816738 0.33905267715454102 0.21694565818779665 0.15264655253849924 0.42106267480630677 1.9526331261059926 0.31541176430619089 2.1037129414617075 0.45205563720962505 0.13184324651956558 0.24929903657630348 2.6736806090921146 0.98701440379954897 0.9380299975746309 0.97876018781971652 0.80780757428146899 0.065579149406403303 0.045426160097122192 0.36917715659364958 1.3111544717758072 1.4709375257152713 3.5682222852483392 2.8583822352811694 1.3042099915910501 0.4629779967945068 0.68042650073766686 0.34229127150319982 1.4725811602547754 157.46315029371505
leaf_count=132 63 22 1 45 13 42 54 12 35 168 2 28 22 16 36 38 33 62 1 19 28 17 30 20 23 5 20 61 16 3569
internal_value=9.48367e-06 0.0104349 0.0411494 -0.0205381 0.0464918 -0.000128275 2.62535e-05 0.0241971 -7.11865e-05 -0.007563 -0.043591 -0.0745565 0.000209987 -0.00155731 -0.011195 0.0162865 -0.0405439 0.0458386 -0.0212956 -8.67798e-05 -0.00825917 -0.036162 0.000271133 -0.0136377 0.000512298 -0.0281518 -0.00587065 -0.0336382 0.000844102 0.000600083
internal_weight=187.417 2.4442 0.746851 0.407799 0.190853 184.973 183.426 0.736474 182.689 6.60845 0.944203 0.701355 176.081 5.66425 3.71161 1.91679 1.79482 0.242849 0.111005 173.977 11.8824 2.78209 9.10029 5.53206 162.095 1.85487 1.4857 1.02272 160.24 158.936
internal_count=4633 213 191 190 145 4420 4357 54 4303 438 261 196 3865 177 123 74 49 65 63 3830 117 45 72 42 3713 105 86 81 3608 3585
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 0 2 1 1 0 0 0 2 1 2 1 1 0 0 2 0 2 2 0 0 1 2 1
split_gain=0.0236233 0.27798 0.17898 0.156574 0.169852 0.174096 0.484545 0.143224 0.126909 0.36962 0.0919103 0.984405 0.318975 0.370287 0.31528 0.211824 0.208886 0.199186 0.183524 0.232151 0.174682 0.328803 0.157208 0.146676 0.184086 0.216831 0.336358 0.0880547 0.0873331 0.14884
threshold=43.182896969600009 43.131467368600006 43.276780833950006 43.384297312450009 43.521589032450009 43.735142172100005 0.3475943834000001 0.50101793360000013 43.930205408700004 0.34569324270000007 0.39150025445000008 0.51017933595000009 0.4995209724000001 0.47976108500000009 44.131787411600008 0.39170982905000007 44.202975721700007 0.42209814075000007 0.43593006200000012 0.56300709560000006 0.47774018740000007 44.952171034750002 0.53146612375000013 44.908704241950012 44.952171034750002 0.53312775065000018 0.55688452445000014 0.38723391515000005 45.921757303800007 0.45628873390000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 -6 -8 9 -7 11 12 13 14 -10 -12 17 -17 -19 -20 21 -16 -18 -24 -25 -26 -27 -13 -28 -30
right_child=2 -3 3 4 5 8 7 -9 10 -11 15 27 -14 -15 20 16 22 18 19 -21 -22 -23 23 24 25 26 28 -29 29 -31
leaf_value=-0.00014234051508184872 0.027202439072014431 -0.052630956400242637 -0.026308864714544158 0.029776329937368107 -0.092353813144622127 0.059906323381284834 0.03930643060440419 -0.021288615100817972 0.06107856727449356 -0.0038538484669007702 0.10069492856566363 -0.12918292022015396 0.06888684493324862 -0.048936248238996859 -0.083878025818599905 0.085864485552691272 -0.100896867853401 -0.1058127124607698 0.10664720425085467 -0.10121335386093684 0.043538733706008165 0.0003349492583135398 -0.067241537285076189 0.10660475940324524 0.058342484203022238 -0.10520767516421697 -0.036263335344346524 -0.066438554369767297 0.046969611793347632 -0.0098285703879633559
leaf_weight=156.32610702100519 2.6879814758285674 1.0155366604182052 2.0662224929749611 2.0687708555006763 0.7482721529970634 1.4126579879987304 0.69483830816170644 0.88930612723925151 0.92847782507760523 2.5510786603990709 0.24549707304686208 0.56509982233546985 0.68108162423595864 1.4293089116108593 0.50113229325279451 0.55945937708020199 0.16225732959125627 0.12743440502526937 0.171809121966362 0.078181327084166696 0.79766637163993426 6.1964666772691999 0.30222439523640821 0.17084820568561587 0.53783262148499522 0.33370638220412763 0.48542316551902365 0.37018947675824165 0.72968937690256996 1.2546955129037085
leaf_count=3234 32 34 33 48 22 22 6 36 27 54 4 51 16 21 38 8 183 11 1 121 7 190 24 1 6 55 18 12 77 241
internal_value=7.47657e-06 -0.00048112 0.00259177 0.000147058 0.00233419 -0.000142253 -0.0260358 0.00528962 0.00279063 0.01887 -0.00104222 -0.00602843 0.00270108 -0.00187394 0.00611142 0.0100429 0.00551367 0.0479926 -0.00814523 0.0416415 -0.000697654 -0.00596609 -0.00449414 -0.000393371 0.00535891 0.000182058 -0.0109756 -0.104349 0.00175653 0.011057
internal_weight=187.089 157.342 29.7476 27.0596 24.9934 22.9246 2.33242 1.58414 20.5922 3.96374 16.6285 11.4694 10.5341 9.85305 8.42374 5.15906 4.91356 0.936884 0.377425 0.24999 7.49527 6.6976 3.97668 3.81442 3.5122 3.34135 2.80351 0.935289 2.46981 1.98438
internal_count=4633 3268 1365 1333 1300 1252 64 42 1188 76 1112 362 299 283 262 750 746 141 133 122 235 228 605 422 398 397 391 63 336 318
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 1 2 1 0 2 2 1 0 2 2 0 1 0 0 2 2 1 1 0 2 1 0 0 2
split_gain=0.0228369 0.091826 0.302889 0.141652 0.0871378 0.047947 0.731427 0.195183 0.0817803 0.176768 0.515021 0.225886 0.155837 0.236603 0.145527 0.0708382 0.0849609 0.0861882 0.0427535 0.2692 0.152504 0.432581 0.463959 0.36172 0.12447 0.150398 0.20099 0.103648 0.0778904 0.127789
threshold=0.31100865245000009 49.247968080500009 49.064150740050003 0.39614083410000006 44.952171034750002 48.96897326980001 0.36042334060000009 49.064150740050003 0.32467590790000006 0.39672464895000009 48.823707093150006 41.772405911750006 0.32012514595000008 0.41973294215000007 48.393869453650005 49.960114208400007 0.58035687555000015 0.4995808509000001 0.47396784530000008 0.4560492201000001 42.123054668150012 38.396531328800009 0.34269932035000011 0.34377713240000007 0.47076434840000009 42.957059535450007 0.3584174126500001 0.47500074850000013 0.47721625100000004 42.546237522150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 9 -2 11 12 13 -11 18 -9 -17 -18 19 -10 21 -21 -23 -22 25 -25 -27 -20 29 -29
right_child=5 -3 -4 -5 -6 6 7 15 14 10 -12 -13 -14 -15 -16 16 17 -19 27 20 23 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.10095527884607819 -0.012836122498956094 -0.0028047802225243858 0.11366836600823614 -0.075321453979418543 0.080447420231166258 -0.11817172328773856 0.075918130575782214 -0.064465879182234107 -0.09548104773857323 0.051968155015341314 0.10662315392798422 -0.058481544008509467 0.058310944419554117 -0.067233335705034369 -0.03572602082497079 0.041263344389733551 -0.10487221512836552 0.011823306955500934 0.022443597356816156 0.016774253762824761 0.10046550780322097 0.0067530244498431834 -0.12178630630840857 0.10153788450298283 -0.076546220299486378 0.10247925002826064 -0.10716980203962297 -0.019541666084947951 0.00035610310915745107 0.011391712338655421
leaf_weight=0.032500190805932694 1.4848502975420665 1.6976983669446781 0.31098788976669312 0.20674799740118033 0.14295510784722865 0.50486297312454453 0.46337451338331426 0.16345708979770279 0.33871840348078208 0.31864309351658471 0.65644884109497059 0.44765084463870142 0.65591473877429962 0.34878274775110185 1.1503823313323653 0.35863048099784578 0.1031099019019166 0.16388764561088465 2.0696314433007492 1.7636722603331243 0.42938972881529458 0.52136160801455822 0.60860019957181066 0.13155162334442139 0.23647480504587293 0.069399110972881317 0.13407229303265922 4.6995728809852144 164.56544116172918 1.8656478649063499
leaf_count=132 47 22 1 45 13 21 8 57 238 39 4 30 9 9 39 123 61 65 35 34 9 29 14 3 5 1 64 89 3301 86
internal_value=7.50197e-06 0.00971796 0.0403875 -0.0192391 0.0468456 -0.000118502 -0.0165575 0.024403 3.97949e-05 0.014342 0.0309667 0.00292331 0.0236949 -0.010324 -0.000273528 -0.00584827 0.00946668 -0.0332425 -4.36731e-05 -0.00997268 -0.00253576 -0.0141739 -0.0624786 0.0311109 -0.020998 0.0182105 -0.0356636 0.000199005 -7.00184e-05 -0.0107513
internal_weight=186.644 2.39089 0.693191 0.382203 0.175455 184.254 1.75732 1.25246 182.496 3.91229 2.42744 1.77099 1.32334 0.667426 178.584 0.789085 0.625628 0.266998 177.434 4.23324 3.89452 2.89363 1.12996 1.00089 0.571498 0.335023 0.203471 173.2 171.131 6.56522
internal_count=4633 213 191 190 145 4420 335 314 4085 138 91 87 57 48 3947 306 249 126 3908 397 159 77 43 82 73 68 65 3511 3476 175
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 1 1 0 1 1 2 2 0 0 2 2 0 0 0 0 1 2 2 1 1 2 0 1 1
split_gain=0.0220636 0.0443811 0.0403663 0.0863624 0.0783125 0.0401049 0.0397488 0.160122 0.0567742 0.0390254 0.0391766 0.0368907 0.113414 0.474949 0.470735 0.0910928 0.0471698 0.490696 0.495184 0.136833 0.0472032 0.0547814 0.0438509 0.304762 0.411911 0.216232 0.392166 0.288266 0.389286 0.255763
threshold=34.823977857500005 35.374259656300005 33.96174662340001 0.38045268105000002 33.361153777850006 0.36618664115000005 0.38512319990000005 0.38906020780000011 0.54413041525000005 0.43540612555000008 0.43643902880000007 35.887362732750006 36.257608591500009 0.50730517050000012 0.5206281249000001 36.558960102350007 37.041406607950009 0.50035927070000008 0.50452082270000009 0.52889135055000014 0.5380527529500001 0.41284692075000012 39.427119987250002 39.525197829750006 0.42209814075000007 0.39563186730000005 39.262923716450011 0.53866650695000018 0.40115565405000009 0.38772791230000009
decision_type=2 2 2 2 2 2 2 2 2 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 6 -2 -5 -8 -9 -10 -11 -3 13 -13 -15 -14 17 -17 -19 -20 -21 -22 25 24 -24 26 29 28 -27 -18
right_child=1 11 -4 4 -6 -7 7 8 9 10 -12 12 15 14 -16 16 22 18 19 20 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.056859167316391117 -0.0014204600339748777 0.01353316288506981 0.043845768139611413 0.10052732749898124 -0.10381809957003081 -0.022208154021603914 -0.10479780978943176 0.097434927849950323 -0.10372536992157447 0.094968912970746763 -0.10078887642624704 -0.10905808410020271 0.031490408695566782 0.10732466620775512 -0.068151848440859794 -0.082014905467063748 -0.0042460505051546832 0.046401939639352179 -0.10936922761362895 0.0089450386697949563 -0.1146576612300422 0.00078310074918744657 -0.072891254119109142 0.00010073963366569008 0.015118628008694988 -0.0030795037481545348 0.048556594513423333 -0.0014255575320668073 -0.11379677017617534 0.022571056288349683
leaf_weight=0.18541535202044812 2.0466919994032646 2.0370137758987985 0.32422557787594997 0.081914317794144154 0.042852526979253014 1.6980777434687295 0.075290573760867119 0.15741036209510639 0.027053439542214619 0.039173286408185959 0.013833433770543024 0.46127208954931009 0.92524760785749904 0.32674166560173035 0.2872953306027739 0.75223770937100143 10.570836342387343 1.3996666520833971 0.28956179201486509 0.24011402124597225 0.087656413903459907 0.077407525948729017 1.3161802324466401 143.47994874368993 0.89232668967451889 0.7206872720762465 2.3475316032054243 9.3904697308970508 0.56774426159972791 5.3595828988472922
leaf_count=107 21 56 72 6 25 34 3 6 16 2 149 35 36 3 42 21 149 7 11 8 4 41 36 3352 12 27 18 260 20 54
internal_value=6.99972e-06 -7.08272e-05 0.0152306 0.000337169 0.0245758 -0.0108467 0.0385164 0.0222753 0.0625641 -0.00599724 0.043881 0.000151468 -3.97128e-07 -0.0323793 0.0252228 0.000194748 3.16071e-05 -0.0127373 0.0121448 -0.0568719 -0.0193545 -0.0605212 0.000239735 -0.000466702 -0.0373317 0.00379398 0.0103992 -0.0075114 -0.0518668 0.00477622
internal_weight=186.221 185.274 0.947169 0.622943 0.437528 3.74477 0.394675 0.312761 0.237471 0.0800602 0.0530067 181.53 179.493 1.07531 0.614037 178.417 177.492 2.84664 2.09441 0.69474 0.405178 0.165064 174.645 145.688 2.20851 28.9569 18.278 10.6789 1.28843 15.9304
internal_count=4633 4247 386 314 207 55 182 176 173 167 151 4192 4136 80 45 4056 4020 92 71 64 53 45 3928 3400 48 528 221 307 47 203
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 1 1 1 0 2 2 1 1 2 0 2 0 2 1 0 0 0 0 2 1 1 2 1 2
split_gain=0.0205516 0.388122 0.66688 0.177262 0.502823 0.980713 0.547086 0.541469 0.460811 0.152022 0.199297 0.539222 0.123337 0.695343 0.458943 0.22321 0.325469 0.485003 0.420055 0.475744 0.196476 0.578634 0.418349 0.348355 0.309658 0.245785 0.345534 0.544752 0.331441 1.01293
threshold=42.844429421150004 42.91168285345001 42.982930821650008 42.580420142950011 0.3453339720000001 0.3475943834000001 0.34584293880000011 0.44922307715000004 0.39150025445000008 0.49588335680000006 42.686561923500008 42.684965421050009 0.3475943834000001 0.34587287805000005 43.067541470150012 0.48634771415000005 43.477771593600004 0.48119816770000007 43.895345911700005 0.34479506600000004 0.55788748840000013 0.54191491270000014 0.53499895210000015 0.56748300950000019 43.118479346150004 0.34900152690000003 0.3584174126500001 43.930205408700004 0.40651477500000005 48.109449608500007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 -7 10 11 -8 13 14 -4 16 -16 18 -18 -20 21 22 24 -22 -14 -26 -27 -28 29 -29
right_child=1 2 12 4 5 7 9 -9 -10 -11 -12 -13 20 -15 15 -17 17 -19 19 -21 23 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.00031290044275816739 0.039502208295706324 -0.088956146901235503 0.060549603665145203 -0.07046883341639669 -1.666683611118707e-05 -0.029152499523384813 -0.12741665332854876 0.020124848600747335 -0.12077992132769427 0.1253108215139801 0.09590665937646585 0.10015187345113521 -0.075818589001799747 -0.050626389701480159 -0.029681105080613331 -0.050307376200774329 -0.05998182855232085 0.073658272464147162 -0.0075828281370155645 0.042900882454569529 -0.11075507007380557 0.073063270412063952 -0.038867123052181762 -0.0025029734827214569 0.064486064127407858 -0.032501588404633699 0.058427911518800071 -0.092750263161747282 0.044736833122218253 0.039944644029682043
leaf_weight=141.01508773828832 2.5827820512631794 0.83526172762024842 1.320530597566633 1.3553792344022477 2.2292646248824899 1.1784013665019308 0.1788196228444574 0.90228639004135391 1.0274261255981398 0.4738437831401825 0.55484687350690365 0.24926033616065979 0.35921603785936795 2.7286927970708339 2.5709063072231659 0.86631999490782696 0.95847119314674856 1.0750765749398841 5.3696030318110939 2.8614276862936094 0.3250643607025262 1.4707672311496924 1.7285673076985393 3.476521726297733 1.0392738059163074 1.3807729635445865 2.494541505368943 1.1157887542212854 0.99467629611933706 1.1875230772366192
leaf_count=2855 34 41 24 36 18 19 6 27 29 1 5 56 14 37 84 7 38 7 166 26 39 62 35 508 5 20 81 194 131 28
internal_value=6.00148e-06 0.0021245 -0.000701647 -0.000515822 -0.0148556 -0.00376118 0.0311265 -0.0451359 -0.0718305 0.0787842 0.056355 0.00509085 0.00151046 -0.00418778 0.00424744 -0.00117876 0.00213713 0.0101064 0.00267154 0.00996728 0.00800577 0.0143891 0.00601112 -0.0117593 0.0150612 0.0190362 0.0124514 0.0231669 -0.00350391 -0.0243365
internal_weight=185.906 36.7418 34.159 149.165 8.14953 6.79415 3.68604 3.10811 2.20583 1.45677 0.982927 0.42808 33.3237 17.751 15.0223 13.7018 12.8355 10.2646 9.1895 8.23103 15.5727 11.7711 10.3004 3.80159 8.57179 8.21258 7.1733 5.79253 3.29799 2.30331
internal_count=4633 1581 1547 3052 197 161 86 75 48 68 67 62 1506 389 352 328 321 237 230 192 1117 570 508 547 473 459 454 434 353 222
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 2 1 2 1 0 2 2 1 0 2 2 1 2 2 1 1 0 0 1 2 1 1 2 1 0
split_gain=0.022534 0.0816161 0.268887 0.134511 0.0591222 0.0469316 0.629822 0.163735 0.0789035 0.153056 0.465124 0.187739 0.136982 0.199854 0.134464 0.0607883 0.0701805 0.0456471 0.108569 0.352087 0.513434 0.242603 0.0931905 0.163021 0.0474756 0.434142 0.298897 0.260724 0.263359 0.394382
threshold=0.31100865245000009 49.247968080500009 49.064150740050003 0.31060447290000009 0.30560462260000004 48.96897326980001 0.36042334060000009 49.064150740050003 0.32467590790000006 0.39672464895000009 48.823707093150006 41.772405911750006 0.32012514595000008 0.41973294215000007 48.393869453650005 49.960114208400007 0.50491003265000012 47.079243513300007 45.205561619650005 0.4172030777500001 0.43967246490000006 0.60134427115000011 0.54191491270000014 0.48250052395000009 43.895345911700005 0.34479506600000004 0.34488488370000009 43.930205408700004 0.40651477500000005 0.48735067810000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 -7 -8 9 -2 11 12 13 -11 17 -9 -17 18 24 -20 -21 -22 -19 -24 -10 -26 -27 -28 29 -29
right_child=5 -3 -4 -5 -6 6 7 15 14 10 -12 -13 -14 -15 -16 16 -18 22 19 20 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-0.10042063285009667 -0.010786963797239113 -0.0017743541673634741 0.11229137587634859 -0.1082320528659791 0.042654031402776668 -0.11623085298951807 0.070634952818200578 -0.06114133219872489 -0.00030659204026247414 0.048342320715174719 0.10600067808638912 -0.053352884836268689 0.055450525436283253 -0.062533748109055959 -0.034429342082040904 0.018865304335716371 -0.10072356395118687 -0.007517587271616848 -0.10574314517985167 0.097597058438519554 -0.11033021196377826 0.013861397139444601 0.07443503597186564 -0.026749845987069351 -0.094706864998702955 0.10658343348509532 0.052817985572090269 0.0026486781368877358 0.039244362638224305 -0.077814218417108838
leaf_weight=0.033336056534181258 1.4888530963895612 1.6989926534588449 0.2865588366985321 0.11235756377573125 0.21615739269918777 0.46047825921414087 0.43183941224560818 0.16039498264899521 166.52875081358431 0.31162203435087599 0.60150828957557667 0.43012878237641405 0.64735175669193268 0.33988003619015217 1.1448303229190049 0.54746959961698849 0.05390375367278466 0.74574037504498736 0.41098651168431288 0.37056272110203259 0.32779264479177073 0.30240436908388801 0.50607421270979103 0.23232034943248436 0.38715027389116485 0.3329702466726302 1.1259108894446397 3.0180859558022353 1.2569998817962185 0.76319036577478971
leaf_count=137 47 22 1 9 44 21 8 57 3278 39 4 30 9 9 39 191 58 40 124 9 18 27 33 39 9 2 9 45 185 90
internal_value=9.41861e-06 0.00974487 0.0399281 -0.0173782 0.0235371 -0.000115511 -0.0168835 0.0214434 3.74941e-05 0.0142585 0.030259 0.00390862 0.0228714 -0.00950026 -0.000268585 -0.00644285 0.00814603 -4.67679e-05 -0.000195021 -0.0278144 0.00418896 -0.050736 0.0174168 0.0425993 2.98266e-05 0.00816766 0.0142977 0.00931273 -0.000409458 -0.0135915
internal_weight=185.275 2.3474 0.64841 0.361851 0.249493 182.927 1.65409 1.19361 181.273 3.81934 2.33049 1.72898 1.29885 0.651502 177.454 0.761768 0.601373 176.309 174.825 1.41175 1.00076 0.630197 1.48413 0.738395 173.413 6.88431 6.49716 6.16419 5.03828 3.78128
internal_count=4633 213 191 190 181 4420 335 314 4085 138 91 87 57 48 3947 306 249 3908 3796 178 54 45 112 72 3618 340 331 329 320 135
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 2 2 1 0 0 0 2 1 2 0 1 0 1 0 2 0 1 0 0 2 0 0 2
split_gain=0.0211875 0.339586 0.276094 0.359788 0.298271 0.353978 0.263391 0.209975 0.20199 0.430365 1.69309 0.355571 1.65511 0.293716 0.26037 0.192411 0.169628 0.137806 0.206757 0.118314 0.46749 0.74824 0.355069 0.423711 0.350565 0.557679 0.314322 0.448314 0.312234 0.208571
threshold=39.896141435400004 40.003678352300007 40.148327922700012 40.21994457600001 40.300545846000013 40.467253020850002 0.40115565405000009 40.040404835300002 39.427119987250002 0.34524415440000006 0.48458129995000004 0.51809826055000008 0.52252926560000013 39.683197198900011 0.41997245590000004 39.262923716450011 0.45798030000000006 0.32012514595000008 0.41973294215000007 0.39048232090000007 0.52769378160000013 37.345948426100009 0.52812790035000023 0.39431454150000006 0.52925062125000011 0.53499895210000015 38.751720283100006 0.48735067810000005 0.56915960600000015 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 7 -4 -5 6 -6 -3 15 -10 -11 -12 -13 14 -14 16 17 18 -1 26 21 -21 -22 -24 -25 -26 29 -28 -27 -18
right_child=1 2 3 4 5 -7 -8 -9 9 10 11 12 13 -15 -16 -17 19 -19 -20 20 22 -23 23 24 25 28 27 -29 -30 -31
leaf_value=-0.10283877392645265 0.032395569221079001 0.0035571135107665382 0.039028702044357627 -0.032187683542449753 0.043092872953416787 -0.00052058537541139745 -0.00070876856777776244 -0.045015232547879612 0.020597465712645931 -0.14632191714080259 0.031946830811690571 -0.14778031696188196 0.046746025689523352 -0.031007709876810813 -0.014660320884389509 0.025405747086437915 0.0027973480447017912 -0.091218830164338197 0.092360954183052457 0.02875477426898489 0.077772041220026553 -0.094742268593610041 -0.1162790980980309 0.077998026135649268 -0.10887538458391968 0.0047239056364938754 -0.0042204230396754965 0.059180389363987965 -0.080168652128739679 -0.032400391152846729
leaf_weight=0.09503390723965921 3.2910100721765039 1.4276957178844889 2.3984463470605979 2.8264727883575906 3.3366421079099373 115.90742192626456 2.3325574420468911 2.3631419533139706 2.7038805801421395 1.0138736943790698 1.6862967181950805 0.86006279895082105 1.757170719560236 1.578452644093886 1.1374934318971552 3.1132899073345461 15.46138874297049 0.36786555985796099 0.12648145435377955 0.76970800987328347 0.57167299278080363 1.3529501441589671 0.32076403917744656 0.55212398152798314 0.48175593749328882 10.207417100173185 2.1474110075505441 2.3205067736562341 0.45245609190664815 1.8892605821602035
leaf_count=62 32 37 34 34 40 2981 31 35 25 15 28 15 31 39 23 34 194 130 7 28 4 38 7 10 33 198 23 18 420 27
internal_value=9.71425e-06 0.000670273 -0.000129224 0.00066579 -7.38331e-05 0.000672765 0.025071 -0.026722 -0.00172547 -0.0139111 -0.0255261 -0.00807866 -0.0207343 0.00369329 0.0226157 0.00152682 -0.000476101 -0.0536962 0.00861691 0.000382621 -0.00654895 -0.0499604 0.00077238 -0.00289141 0.00021886 -0.00363549 0.00505549 0.0287081 0.00112066 -0.00103523
internal_weight=184.851 133.883 130.592 126.802 124.403 121.577 5.6692 3.79084 50.9673 10.7372 8.03335 7.01948 5.33318 4.47312 2.89466 40.2301 37.1168 0.589381 0.221515 36.5274 14.7088 2.12266 12.5862 12.0145 11.6938 11.1416 21.8186 4.46792 10.6599 17.3506
internal_count=4633 3224 3192 3120 3086 3052 71 72 1409 176 151 136 108 93 54 1233 1199 199 69 1000 738 66 672 668 661 651 262 41 618 221
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 0 0 1 0 0 1 1 2 2 2 2 0 2 1 2 2 2 1 1 2 2 2 0
split_gain=0.0209662 0.172714 0.137166 0.489395 0.1713 0.223355 0.273596 0.600804 0.127081 0.275043 0.465022 0.256682 0.0911512 0.676217 0.403648 0.951395 0.211681 0.297186 0.267683 0.465662 0.718039 0.477741 0.40337 0.7729 0.20225 0.148614 0.0786165 0.303177 0.249847 0.244438
threshold=0.34506451900000007 0.34503457980000002 0.48588365620000007 0.48368312325000012 0.34494476210000008 0.48185683060000012 0.34488488370000009 0.47976108500000009 0.47943175355000006 0.34458549145000011 0.47568935060000012 0.47736594710000008 0.34545372890000009 0.34542378970000004 42.154118731400011 42.759119507950011 39.571921479100006 41.542492784600007 0.48185683060000012 40.330620469300008 0.34527409360000011 41.362929270750008 41.037275035300006 40.858951393400005 0.34527409360000011 0.34548366815000003 37.500638522700008 37.140760352250005 35.771221912400001 0.47568935060000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 9 11 -11 26 13 14 16 -16 -2 18 19 -18 21 22 23 -21 -17 -14 27 28 -1 -28
right_child=12 -3 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 25 -15 15 24 17 -19 -20 20 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.021694336869553143 0.054424476598686579 -0.032531855251386597 0.026993842840373313 -0.059872524872569846 -0.026967056636918826 0.028474615096073158 0.028821531442123374 -0.069999749696795677 0.028329954663836549 0.030743539324425629 -0.044652589596336986 0.046154208978730106 -0.027065682514095715 0.077341009115719714 -0.085790620466032197 0.027040448533130597 -0.056662721643525649 0.032223654140646839 -0.04468451751695568 0.10462688584164129 0.04550585691462531 0.035666717156003169 -0.1481287264020956 -0.090136222283974859 -0.01644392797753701 -1.48351516076613e-05 0.0017644506923451275 0.10261592392310488 -0.13129273344587186 -0.056410040094793584
leaf_weight=0.42957551977562403 1.0839653006636698 1.7842489165532232 1.7098059849813569 1.3990314826369274 2.0738641973075564 3.019759774208068 2.8140351912734323 1.3083004274376424 1.465946078300475 1.1130065302061769 3.0867474469123408 1.3403383445765928 2.0633631479577152 1.273348630289546 1.5861592723522324 2.0987403225153685 1.0173870231956224 3.5270899950992316 1.2743883058428762 0.29758757735544372 3.377310551577466 0.7357972350437193 0.40404988173395395 0.64621080458164215 2.1812593337817816 129.26502469467195 10.574695476954414 0.34285743464715779 0.14204820037502941 0.7752274191152545
leaf_count=92 15 18 20 7 20 15 37 10 10 42 37 15 19 25 36 25 10 32 16 60 31 5 4 4 36 3540 406 9 27 10
internal_value=5.62918e-06 -0.00226219 -0.000552798 -0.0021288 0.000707128 0.00288005 -0.000423932 -0.0044231 2.90054e-05 -0.00230117 -0.0246713 0.00460444 0.000507504 0.00688661 0.00196543 -0.0196372 0.0122151 0.00815886 -0.00278936 0.00545205 0.0170242 -0.0291409 -0.0645197 -0.0287258 0.00487907 -0.000439844 6.35996e-05 0.0282697 -0.0163229 -0.00220901
internal_weight=184.211 33.3795 31.5952 29.8854 28.4864 26.4125 23.3928 20.5787 19.2704 17.8045 4.19975 13.6047 150.832 19.5033 18.2299 5.86616 12.3638 11.2798 7.75273 6.47834 5.46096 2.08365 1.34785 0.943798 4.28 131.328 12.2644 0.914481 0.571624 11.3499
internal_count=4633 775 757 737 730 710 695 658 648 638 79 559 3858 299 274 97 177 162 130 114 104 73 68 64 61 3559 544 128 119 416
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 1 1 1 2 2 1 0 0 2 1 0 0 0 2 0 0 0 2 2 0 2 1 0 0 2
split_gain=0.0207657 0.192731 0.227081 0.452525 0.444462 0.182289 0.40403 0.269182 0.168355 1.19335 0.523565 0.355126 0.511963 0.244141 0.742079 0.663381 0.534716 0.478507 0.409369 0.513932 0.403227 0.35545 0.306738 0.209636 0.45353 0.296701 0.177273 0.248485 0.330332 0.178102
threshold=0.53998383280000006 0.41917906650000009 38.751720283100006 0.54191491270000014 0.54413041525000005 0.41808628485000005 0.41625999220000004 0.42111014640000005 40.574766824850009 40.371455563000005 0.42111014640000005 0.54191491270000014 0.54450465555000005 42.546237522150008 0.42473279245000012 0.54504356155000011 0.54284302865000023 0.54353163080000011 43.276780833950006 0.56859076075000015 0.55788748840000013 0.58249753000000004 42.477827694800006 38.396531328800009 0.55877069550000014 38.911218973650008 0.41997245590000004 0.56685428580000019 0.55980359870000018 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=5 2 -2 -4 -5 6 -1 -7 9 11 -10 -3 -13 15 -15 -12 -16 -18 19 -19 -20 -21 -17 24 -14 -25 -27 28 -28 -29
right_child=1 8 3 4 -6 7 -8 -9 10 -11 13 12 23 14 16 22 17 18 20 21 -22 -23 -24 25 -26 26 27 29 -30 -31
leaf_value=0.00034245572766034368 0.0050339064158548353 0.09600690043413776 -0.12517232520744842 0.0021361517281698497 -0.086943371227764424 -0.011789841173300274 0.046452299967046223 -0.10736989470979269 0.056897890292128495 -0.16653028214442678 0.10660586070752237 -0.052397165861113572 -0.12156569476490607 -0.16574851042029515 -0.13114171949442813 -0.00019231650165274077 0.10786644298091766 -0.11853639043299871 0.1014225161814889 -0.042809768734102333 -7.1001826492415028e-05 0.073160139326169979 0.06729819033717592 0.048668396535943785 0.0010010124307843395 0.047470857695165625 -0.0015607865643199345 0.0047055466817873641 -0.076510467891900025 0.075386972760158391
leaf_weight=142.10575757460572 2.3537942453176504 0.35704323614481559 0.48159952870264566 2.1932599115680209 0.75222044511519914 1.5157826605718572 1.9260759868193407 0.36575209968447087 1.8698001014345234 0.45946847636832977 0.67095133662224071 1.9099177480675269 0.39102636129064006 0.30697292513013863 0.32697629928588856 10.344478382138501 0.38608257472515095 0.63423385005444277 0.44348951712891027 0.88552421471104004 3.3358113048234372 0.37673552257160736 0.72030547185204419 1.6896533156632356 1.3245071739100422 0.71602016314864148 1.7428536596708002 1.9072989347225759 0.88748843141365785 0.4384496485023418
leaf_count=2634 42 5 13 16 106 18 12 118 30 19 5 17 42 16 3 310 2 15 12 19 467 56 11 41 404 5 30 97 32 36
internal_value=1.33516e-05 -0.00207196 -0.0188812 -0.0353066 -0.0206131 0.000555083 0.000959063 -0.0303697 0.000952834 -0.008533 0.00647749 -0.00214501 -0.00532879 0.00136256 -0.0138742 0.0100559 -0.00657689 0.000142113 -0.00718558 -0.0450974 0.011839 -0.00819725 0.00420124 0.00455291 -0.026936 0.011871 0.000947977 -0.0057463 -0.0268491 0.0179168
internal_weight=183.819 37.906 5.78087 3.42708 2.94548 145.913 144.032 1.88153 32.1251 11.8237 20.3014 11.3643 11.0072 18.4316 6.69583 11.7357 6.38885 6.06188 5.67579 1.89649 3.7793 1.26226 11.0648 9.0973 1.71553 7.38176 5.69211 4.97609 2.63034 2.34575
internal_count=4633 1851 177 135 122 2782 2646 136 1674 728 946 709 704 916 590 326 574 571 569 90 479 75 321 687 446 241 200 195 62 133
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 1 0 2 2 2 1 1 2 2 0 0 2 1 0 1 1 1 2 0 0 1 2 2
split_gain=0.0205871 0.278126 0.22549 0.360876 0.210681 0.284238 0.20053 0.178754 0.378683 0.170038 0.174216 0.210339 0.278242 1.05141 0.275971 0.22083 0.195523 0.186851 0.517289 0.300437 0.368395 0.347373 0.448246 0.225617 0.553465 0.401749 0.302757 0.291958 0.275329 0.27228
threshold=39.896141435400004 40.003678352300007 40.148327922700012 40.21994457600001 40.300545846000013 40.467253020850002 0.40115565405000009 0.39078171310000004 0.53998383280000006 39.852039223600009 39.788107623550012 39.476991512000005 0.34524415440000006 0.36994401365000007 39.746231405950006 39.525197829750006 0.53938504835000012 0.46735127690000006 37.345948426100009 0.3459626957000001 0.47787491390000009 0.35696536035000009 0.36042334060000009 0.44720217960000008 39.354247760400007 0.55131582885000008 0.56065686655000013 0.45218706025000005 38.536700832000001 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 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 7 -4 -5 6 -6 -3 -9 10 11 17 -13 -14 15 -15 -17 18 -1 20 -19 -21 -23 25 26 -24 -25 -28 29 -27
right_child=1 2 3 4 5 -7 -8 8 -10 -11 -12 12 13 14 -16 16 -18 19 -20 21 -22 22 23 24 -26 28 27 -29 -30 -31
leaf_value=0.02483316424932119 0.029712506407232844 -0.0044773862124439139 0.039110714908162786 -0.026824183842680507 0.038954638254285988 -0.00050714049270737447 0.00025573802897714456 0.0021026863602118234 -0.092915188547406907 -0.0438435774834324 0.040930030488481539 0.012568424662081315 -0.11807126662463206 -0.065759241109862629 0.034508532820129854 -0.036909544687125033 0.022726664788235096 0.0018629345795877928 -0.11946327678984109 -0.050935599888720332 0.052724854109910138 0.070264455648716279 -0.0016282244153634864 0.1036005993743213 0.10498864391494084 -0.047826828496548214 -0.11701884273131098 0.0035354097691644142 -0.11220011728552436 0.09029046521388355
leaf_weight=0.5395264155277022 3.2158726016659775 2.0584518428840819 2.3945580206955119 2.8779266578545721 3.199286619648773 115.25441303338887 2.3028053256225576 0.78907233262725618 0.89537759525410365 0.94013867693411057 0.9754119843079242 2.2213806826621285 1.0713446087956979 0.86179357831133563 1.1553558204323051 1.0623594482894989 1.1393997416985255 3.4164400242734692 0.46048270648680045 1.3622014003340144 2.4419165197759867 0.8983545454339027 26.277048161964565 0.27866136114789686 0.65635876519081637 0.78912619252565608 0.21728043406122344 2.6628936849738949 0.53708847193047404 0.1742479158565402
leaf_count=175 32 20 34 34 40 2981 31 11 41 25 17 20 16 28 11 20 22 29 46 20 22 22 372 6 7 114 17 399 19 2
internal_value=1.08387e-05 0.000661871 -5.80315e-05 0.000660329 -8.43798e-05 0.000552896 0.0227579 -0.0242463 -0.0484045 -0.00171595 -0.000910937 -0.00175725 -0.0171326 -0.029604 -0.00713874 -0.0228452 -0.00604809 0.00107962 -0.0416122 0.00215467 0.0230635 -0.00146363 0.000610501 -0.00137014 0.0214323 -0.00450202 0.00407049 -0.00555921 -0.0548297 -0.0228452
internal_weight=183.127 132.988 129.772 126.029 123.634 120.757 5.50209 3.7429 1.68445 50.1388 49.1987 48.2233 7.51163 5.29025 4.21891 3.06355 2.20176 40.7116 1.00001 39.7116 5.85836 33.8533 32.4911 31.5927 3.81519 27.7775 3.15884 2.88017 1.50046 0.963374
internal_count=4633 3224 3192 3120 3086 3052 71 72 52 1409 1384 1367 117 97 81 70 42 1250 221 1029 51 978 958 936 429 507 422 416 135 116
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 0 0 1 1 0 1 0 2 1 1 1 1 0 1 2 1 2 2 1 0 2 2 2 1 2
split_gain=0.024784 0.491017 0.272572 0.569965 0.272243 0.389321 0.645361 0.265476 0.19596 1.27403 0.157328 0.233252 1.60181 0.455939 0.204776 0.137407 0.774573 0.851567 0.185915 0.514108 0.215051 0.171674 0.562344 1.062 0.658115 0.546127 0.413376 0.570413 0.687096 0.760991
threshold=0.48458129995000004 0.48389269780000005 0.3465914194000001 41.444941515100005 0.48634771415000005 0.48847339900000003 0.49067393190000008 0.34575312120000007 0.34900152690000003 0.49194634890000005 0.35331277505000008 0.50035927070000008 38.474425342400004 0.36510882910000009 0.35799826355000003 0.34708541665000009 0.35585760905000008 0.47976108500000009 0.3459626957000001 42.154118731400011 0.34587287805000005 40.574766824850009 40.94178426300001 0.34545372890000009 0.47787491390000009 40.806664626150003 40.165165956550005 40.040404835300002 0.34548366815000003 39.656620114300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -2 -4 -6 -7 -5 -8 -10 -11 12 13 -12 -13 18 -17 -18 20 -20 21 26 23 24 25 -23 27 28 29 -1
right_child=2 -3 4 7 5 6 8 -9 9 10 11 14 -14 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0063688302544646254 0.053198649107341359 -0.054262059286109859 -0.045634238249206767 -0.022343037159204757 0.058769086655835724 -0.072796355662221923 0.021713216116506343 0.019533935130179311 -0.13352214475981014 0.028481442828942223 0.054276256599232998 0.04544118375613454 -0.11347545798410329 -0.018217922463125816 0.00049507465799333297 0.099645599677042396 0.027658087518922837 -0.12756753706929971 0.0047372849033878251 -0.056152901924957643 0.031937494171271195 0.078918975365842331 -0.00080227182773381163 0.017249069068712344 -0.13651501792193341 -0.15574963012818871 0.028655538240451979 -0.067786006296184267 0.057095772553051399 -0.064075665705923532
leaf_weight=8.3370588899771167 3.0047716721892339 1.7146276291459788 1.3211924789102329 2.8421368962153792 1.116776764516543 1.2228268720209587 4.0957201905548564 3.2390700206160545 0.71589991595828806 1.9540001068962727 1.5723382628057145 1.0267374924733292 1.3627600847758001 1.9355089491000397 79.616886489528994 0.86724288895289392 1.2586299289105012 0.49140656576491881 3.7267628647387019 2.2082634973921813 2.1135805294034062 0.31069225812097956 42.325438642904615 1.4865145459771154 1.2353119743056593 0.14566644242731286 6.2178637293145576 1.2179269873886358 2.0309375263750544 1.8791546821594227
leaf_count=251 42 24 11 31 23 16 22 15 12 32 31 19 38 19 2785 29 149 14 39 36 17 62 782 8 12 5 65 13 10 21
internal_value=1.23312e-05 -0.00134334 0.00101356 0.0175677 -0.000554188 7.52747e-05 -0.000625752 -3.78521e-05 0.000330601 -0.000662516 0.000424898 -0.000216194 -0.0214676 0.0142765 0.00106732 -0.000147123 0.022367 -0.0159289 -0.000951733 -0.0179183 0.000544506 -0.000473366 -0.00384853 -0.0444171 -0.0986047 0.00401443 0.00732944 -0.00251846 0.00397212 -0.00658862
internal_weight=182.594 77.5671 105.027 9.08598 95.9406 94.6195 93.5027 6.08121 92.2799 88.1841 87.4682 85.5142 4.87061 3.50785 80.6436 75.8525 2.61728 1.75004 73.2352 5.93503 67.3001 65.1866 45.5036 3.17819 1.69167 0.456359 19.6829 13.4651 12.2472 10.2162
internal_count=4633 1537 3096 88 3008 2997 2974 46 2958 2936 2924 2892 88 50 2804 1513 192 163 1321 75 1246 1229 869 87 79 67 360 295 282 272
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 1 0 2 1 1 0 2 0 0 0 0 0 1 1 2 2 2 1 0 2 0 2 0
split_gain=0.0207196 0.330299 0.53793 0.0955766 0.514312 0.385921 0.167627 0.995045 0.405693 0.911571 0.420537 0.701719 0.593497 0.277904 0.191894 0.413728 0.369458 0.295441 0.272328 0.243618 0.38887 0.367957 0.256978 0.24171 0.222804 0.215848 0.18782 0.157609 0.285461 0.454022
threshold=42.844429421150004 42.91168285345001 42.982930821650008 0.3475943834000001 0.34587287805000005 43.067541470150012 0.51657136015000005 0.38334181610000007 0.50947576420000018 43.157831852650006 0.35585760905000008 0.36042334060000009 0.5054040298000001 48.109449608500007 0.55788748840000013 0.54191491270000014 0.53499895210000015 0.56748300950000019 0.53447501570000011 0.40651477500000005 0.38512319990000005 48.823707093150006 43.477771593600004 45.458122212500008 0.42473279245000012 0.54353163080000011 45.921757303800007 0.48634771415000005 43.477771593600004 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 8 -8 9 -5 -11 12 -12 -13 15 16 18 -16 19 20 -9 22 -22 -21 25 -17 -25 28 -7 -30
right_child=1 2 3 6 -6 27 7 14 -10 10 11 13 -14 -15 17 24 -18 -19 -20 23 21 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.00051184769280832954 0.036759840512421191 -0.081359005771328208 0.057505562580401452 -0.10970139765490548 -0.04332547273082888 -0.027903833208565782 -0.13416271675721 0.079630706391740858 0.075397752807619831 0.068726888532790006 0.0029319656996299329 -0.010887628277986644 -0.30372261760861258 0.071299275652935243 -0.10885747046654133 0.084351036456335557 -0.032431849482848669 -0.0022544018324463489 0.10347861010571334 0.093772740375526978 0.040614026803549794 0.038460698395108739 -0.11676190808467118 0.061839131855150553 0.10353384590301964 -0.042541159184682306 -0.10579667403409648 -0.041952327175231466 0.0021955821352942994 0.071763068863945373
leaf_weight=146.16997323107699 2.5631797026198759 0.80283164868221391 1.2304428278557704 0.57169509775849237 2.7363651907653539 2.5630962325063509 0.52528477909800031 0.34741427446715434 1.1152679019578497 1.4041783530265095 0.12006656912853975 1.1009535282883005 0.13305185735225677 0.65690798964351405 0.28141751408111337 0.26146064372733213 1.685223348198633 3.4119343469994874 0.40069706051144738 0.56392690470966034 0.12835333915427305 0.36259494138903392 0.54145819064433454 0.13416432728990912 0.75674972422712017 0.2750997164605451 0.13318263296659438 0.87869868474081236 8.9155423674229706 1.0484570230619272
leaf_count=3052 34 41 24 15 37 84 37 4 29 15 61 74 1 13 39 6 33 508 3 16 8 9 104 8 14 42 78 7 230 7
internal_value=1.53449e-05 0.00217693 -0.000502178 0.00150857 -0.00353231 0.00390735 0.0073816 -0.000265223 0.0220828 0.00716869 0.0267327 -0.00259005 -0.158261 0.0198254 0.0073109 0.0189968 0.00407206 -0.0103771 0.0276257 0.0138796 -0.0118843 -0.04268 -0.0866046 0.0566447 0.0685842 0.0192922 -0.021671 -0.00101213 0.00185958 0.00951579
internal_weight=181.82 35.6497 33.0865 32.2837 17.3726 14.6362 14.9111 9.80896 5.10212 3.98685 3.41516 2.01098 0.253118 1.75786 9.28368 5.59033 4.29702 3.69335 2.61179 2.21109 1.37982 1.03241 0.669812 0.831274 1.29331 0.53656 0.267347 13.4058 12.5271 9.964
internal_count=4633 1581 1547 1506 389 352 1117 909 208 179 164 149 62 87 872 325 263 547 230 227 125 121 112 102 62 48 86 328 321 237
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 1 1 2 2 0 2 2 0 1 2 1 1 0 2 0 2 1 0 1 1 2 1 1 2
split_gain=0.022142 0.453485 0.257771 0.690134 0.440426 0.247854 0.381051 0.177826 0.120867 0.548713 0.589342 0.543075 0.47337 0.577063 0.414338 0.379333 0.278955 0.8217 0.409916 0.362705 0.269626 0.534351 0.604397 0.3843 0.349113 0.180184 0.317902 0.174107 0.162628 0.724554
threshold=0.48458129995000004 0.48389269780000005 0.34587287805000005 0.34494476210000008 0.34614233110000009 0.48847339900000003 0.34708541665000009 0.34708541665000009 42.684965421050009 42.91168285345001 0.47943175355000006 42.844429421150004 42.243697547450004 0.47757552170000012 0.34566330350000002 42.546237522150008 0.34584293880000011 0.34626208795000007 0.47774018740000007 48.109449608500007 0.48104847160000008 43.895345911700005 0.34458549145000011 0.48001556840000009 0.34479506600000004 0.34422622080000004 43.564719632750005 0.34584293880000011 0.34515433670000012 41.873095646600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 6 -6 -7 12 10 -10 14 28 -14 -12 -15 20 -18 19 -19 21 22 25 -24 -23 26 -11 -16 29 -1
right_child=2 -3 4 -5 5 7 -8 -9 9 16 11 -13 13 15 27 -17 17 18 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027078825362014843 -0.028237684998975238 -0.052865752438650243 -0.079890554545447467 0.047280346047125672 0.053874788864097467 -0.027657137972851055 -0.012237620594764055 7.8415238270460275e-05 -0.026101941709078785 -0.12730063447198409 -0.018762022784078233 0.09490344261998819 0.0044561314557791457 -0.12442600942719094 0.031611288541804346 -0.031839955771214255 -0.13332537805884012 -0.08647316567297221 0.060910049752664563 0.063729815291472189 0.03573883785495665 -0.0064971933347046582 -0.11348113241717908 -0.027503000419966069 0.037515381686469514 0.096601851322406396 0.069295499580327088 0.10374912892023679 0.0045654863631191603 -0.088584680873526764
leaf_weight=20.52582069028313 1.8139314204454411 1.6663638791069377 0.68865829706191917 3.6354540698230267 2.0813637338578697 2.371151400730013 1.5001576661452416 92.118067523350675 1.304176007899289 0.13611713198346675 1.2750664800405505 1.6891639258246867 1.6132598308769552 0.88690498584764987 0.8497422859072683 0.88317072344943881 0.62714206473901812 0.58099912428860967 0.67254773154854774 0.22227117419242859 1.984961529233259 5.2193498931811746 1.0015350865287476 1.0809713825583456 2.7527706390246749 0.31019613612443209 0.20784722594743243 0.55185699462890625 30.030945459765121 1.0318591950749283
leaf_count=469 21 24 4 39 18 17 29 2968 39 46 7 5 63 27 3 18 18 93 9 3 21 166 68 5 26 3 12 58 316 38
internal_value=1.92749e-05 -0.00126543 0.00096984 0.0221427 -0.000198446 0.000361156 0.0261829 -0.000617592 -0.000125632 0.00643437 0.0328852 0.050506 -0.002568 -0.0388035 0.0224882 -0.0782306 -0.00370143 -0.0374351 0.003313 -0.0449108 0.0018872 -0.00438748 -0.0425133 -0.0688523 0.00870033 0.0413363 -0.00850356 0.0600144 -0.000191565 -0.00681838
internal_weight=181.314 77.105 104.209 5.44939 98.7594 98.0707 3.58152 94.4892 75.4387 20.4667 5.67001 4.36583 54.972 3.38334 2.67667 1.77008 14.7967 2.10296 1.47582 0.80327 12.6937 10.7088 2.73667 2.08251 7.97212 0.65416 0.343964 1.4016 51.5886 21.5577
internal_count=4633 1537 3096 60 3036 3032 47 2985 1513 582 112 73 931 108 68 45 470 123 105 96 347 326 134 73 192 61 58 61 823 507
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 1 2 2 1 2 0 0 0 0 1 2 2 0 0 1 0 1 0 1 2 2 2 2 0
split_gain=0.0219802 0.186323 0.264469 0.182934 0.160475 0.418468 0.16395 0.460693 0.140839 0.644512 0.303726 0.827723 0.277013 0.400216 0.945932 0.422725 0.540392 0.507544 0.400148 0.278107 0.260186 0.246675 0.244174 0.419995 0.417137 0.192527 0.3341 0.173266 0.795868 0.384775
threshold=0.41808628485000005 0.41917906650000009 0.53998383280000006 0.4172030777500001 0.40437412050000004 0.53938504835000012 0.41625999220000004 43.968221017800005 40.806664626150003 0.42111014640000005 40.003678352300007 0.55688452445000014 0.54191491270000014 0.54353163080000011 0.54585192060000021 0.44720217960000008 39.476991512000005 39.354247760400007 0.5485614203000001 0.56065686655000013 0.45218706025000005 0.54284302865000023 0.43929822460000006 0.56065686655000013 0.45107930900000009 38.536700832000001 38.396531328800009 40.890797847750008 41.087689990200012 0.54986377655000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 7 -6 10 -10 12 -12 -4 -14 -15 18 17 19 -16 -17 -21 -11 -13 -24 -25 26 -20 -23 -29 -30
right_child=1 2 8 -5 5 -7 -8 -9 9 21 11 22 13 14 15 16 -18 -19 25 20 -22 27 23 24 -26 -27 -28 28 29 -31
leaf_value=0.00058443228594588391 -0.0297026268639657 -0.076179931615132757 0.093616042899271987 0.030268541120069156 -0.11370263544074938 -0.088970648651979692 0.023573245311334083 0.043656201209647215 0.074678891200701911 -0.072241431961855299 -0.07132765872601797 0.085680952485067005 -0.048461532355191045 0.079398069428619572 0.0068248889104308187 0.10451190946896299 -0.14866244377426771 0.10447998210833978 -0.090243795209988029 -0.11521926974128945 0.0031787925081725151 0.029410551804530595 0.10603716457213733 -0.12282922449407037 0.0056329952941634879 -0.10885668250830592 0.087165380929496231 -0.1184878517241988 0.047285961983737301 -0.0026834124440186118
leaf_weight=141.90569966678763 2.3081253599375406 0.45249613258457344 0.32857999345287936 2.0424215362872919 0.3790457134600721 0.72555367268330417 1.1691598817706108 0.36540381850500125 1.294541024792127 0.44297623541206377 2.2235815059393635 0.40299997013062272 1.4272670154459755 1.5352441592258399 0.92245767079293761 0.25194797436779603 0.20024599799717169 0.59660680573142588 0.30428044537924825 0.19952692436771746 2.6604466725109503 2.2063861935894229 0.30595986545085896 0.32447620970197011 1.1438371687294191 0.81548552843742073 0.16302333865314722 0.5513127328522377 1.7864454069640476 11.215268540650412
leaf_count=2655 32 120 5 17 21 69 4 41 28 7 23 5 11 12 7 5 29 7 99 17 399 27 2 25 83 37 2 31 14 799
internal_value=1.82267e-05 -0.00227 -0.000276076 0.000549959 0.000130035 -0.0243026 0.000216627 -0.036465 0.000821145 0.00677944 -0.00673008 -0.0284132 0.00341591 0.000150575 0.00922105 -0.00840056 0.0113498 0.0199898 -0.0434077 0.00379162 -0.00508128 0.0013544 0.0154141 -0.000546035 -0.0227553 -0.0795302 -0.0283529 0.00342308 -0.000807588 0.00418242
internal_weight=180.651 34.0635 31.7554 146.587 144.545 2.63916 1.91361 0.74445 31.3029 17.4969 13.806 4.40085 9.40511 9.07653 7.64927 6.11402 3.90877 3.70853 2.20525 3.11192 2.85997 16.2024 2.17727 1.77427 1.46831 1.28279 0.467304 15.7594 13.553 13.0017
internal_count=4633 1826 1794 2807 2790 135 66 62 1674 906 768 138 630 625 614 602 457 428 145 421 416 878 115 110 108 138 101 871 844 813
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 1 0 2 2 1 2 1 0 2 2 2 1 0 2 2 2 1 2 0 1 0 2 2 2 0
split_gain=0.0247926 0.0590609 0.117443 0.0848567 0.0749565 0.058191 0.0512053 0.0346027 0.0347701 0.577473 0.135337 0.0984864 0.162786 0.374387 0.182559 0.101828 0.0925932 0.0711364 0.310498 0.17295 0.0813472 0.246016 0.0529995 0.0724199 0.0827283 0.0537048 0.0495791 0.116126 0.108447 0.149783
threshold=34.823977857500005 0.31060447290000009 49.247968080500009 0.39614083410000006 44.952171034750002 0.31100865245000009 0.41973294215000007 35.374259656300005 48.96897326980001 0.36042334060000009 49.064150740050003 0.32467590790000006 0.39672464895000009 48.823707093150006 41.772405911750006 48.393869453650005 0.32012514595000008 0.46735127690000006 42.123054668150012 37.345948426100009 42.243697547450004 0.3584174126500001 49.960114208400007 0.58035687555000015 0.4995808509000001 0.61686775845000008 47.079243513300007 47.927946529500012 44.279556297950009 0.60134427115000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -3 -1 -7 11 -10 -11 12 -9 14 16 17 -14 18 19 -13 -20 -22 25 -24 -25 -12 28 -28 -19 -30
right_child=1 5 -4 -5 -6 7 -8 8 9 10 22 15 13 -15 -16 -17 -18 26 20 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.10186522760581716 -0.10092751179422128 0.017427415153197897 -0.10287523680350474 -0.10155101310281828 0.078645879655552378 -0.0096782463260923993 0.021450264084079001 -0.0088576457917166011 -0.11452355072908349 0.067896241158613369 -0.10163368443599063 0.011711848841568645 0.00066988578723387439 0.10541801604995515 -0.047674774376385516 -0.030524030528502357 0.057330478898081655 0.00040858053959010081 0.10134603673247256 -0.11719145202779345 0.057159816263749476 -0.10681837705903359 0.040230240727014047 -0.10444555767074155 0.013847743860933976 0.021179872686948247 -0.0086630591949757932 0.050229746759096722 -0.02511284968905509 0.038273866339634949
leaf_weight=0.035045301025511288 0.028337289073788408 1.8993492215231516 0.1648700829828158 0.051426711013846216 0.129345468361862 3.746252043364847 0.85979733318342966 1.4836092445475508 0.42415477447502681 0.41181273173424393 0.096037132316268981 0.14433229076348542 0.56012647809257055 0.54890552908182133 0.41225559747545037 1.0985935009375669 0.59455824643373489 160.83188558545419 0.11557743698358536 0.37327812973217078 0.29822113627233193 0.13198725155370994 0.33844178387718671 0.094661739231014508 0.15745928449723579 0.056584512683002686 0.70451185142155626 0.63803844238282181 3.0665409500707024 0.42438363604560425
leaf_count=66 132 18 14 35 12 55 320 19 21 8 35 40 44 4 30 39 9 2861 3 120 26 85 123 61 65 22 71 35 226 34
internal_value=1.7074e-05 -6.59181e-05 -0.0397642 0.00999496 0.0463746 1.71842e-05 0.0166208 -0.000169903 3.59895e-05 -0.0147347 0.0219113 0.000172054 0.0165388 0.0343465 0.00944984 -0.000178969 0.029845 2.09777e-05 -0.0257606 -0.0812476 0.026862 0.00685157 -0.00356991 0.0100058 -0.0305668 -0.0561005 0.000186468 0.0193254 3.00993e-05 -0.0174071
internal_weight=179.92 179.026 0.37398 0.209109 0.157683 178.652 0.894843 176.752 173.006 1.57915 1.155 171.427 3.59946 2.11585 1.56694 167.827 1.15468 166.729 1.0634 0.51761 0.545786 0.430208 0.743184 0.590563 0.252121 0.152622 165.665 1.34255 164.323 3.49092
internal_count=4633 4247 193 179 144 4054 386 4036 3981 335 314 3646 106 87 83 3540 53 3501 274 160 114 111 306 249 126 57 3227 106 3121 260
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 1 1 1 0 0 0 0 1 2 2 2 2 2 1 1 0 1 1 0 2 2 0 0 1
split_gain=0.0222235 0.1529 0.139508 0.0892942 0.324618 0.70219 0.295019 0.333106 0.254478 0.627822 0.593757 0.681652 0.465185 0.308285 0.496909 0.199782 0.291056 0.273655 0.198295 0.294047 0.181299 0.149556 0.140183 0.153678 0.114219 0.205944 0.163021 0.266169 0.237785 0.116144
threshold=43.182896969600009 43.276780833950006 43.131467368600006 0.39814676205000005 0.50913146310000013 0.53312775065000018 0.39900002995000006 0.40115565405000009 0.3475943834000001 0.48654231910000006 0.48389269780000005 0.48032993025000009 0.48001556840000009 0.35585760905000008 43.813842866750008 43.968221017800005 44.131787411600008 43.61821939175001 43.968221017800005 0.39150025445000008 0.34506451900000007 0.4995209724000001 0.39170982905000007 0.39670967935000007 0.56853088230000015 44.749265482150008 44.952171034750002 0.53312775065000018 0.53146612375000013 0.43593006200000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -5 -8 9 10 11 12 15 -10 -15 17 -17 -3 -7 -20 -18 -16 -21 -24 26 -26 29 28 -28 -9
right_child=1 3 -4 6 5 18 7 24 13 -11 -12 -13 -14 14 21 16 20 -19 19 22 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00020986962999465817 0.026042095290089468 0.0036255871770563631 -0.037543850481701668 0.094992829763191469 -0.1021401712310899 0.080701496184003629 -0.12204282513978988 0.016272200353176759 0.064373418121563067 -0.074520927776960191 0.077464511657163226 -0.08385208938257388 0.064508764014530678 -0.072920450429489983 0.005658875488815991 0.057655398811075426 0.0014599629275343874 -0.087594526940302869 -0.079709797993078133 0.10390747815735996 -0.048026584103719995 0.076472032216919408 -0.10148813748879033 0.077418585631212261 -0.079194105643897228 0.0038527977309120182 -0.10109594015663657 -0.10530549995935463 0.056229153473511678 0.057948440366455869
leaf_weight=151.27246065702036 2.5331041582439893 0.68382883258232119 1.0075626461880904 0.38491739006712933 0.97872542606273727 0.32192380097694673 0.20036745275137935 1.8791275919056722 1.2917140070348971 1.1753636770881701 0.96078610420227128 0.98529385146685022 1.1054368317127234 0.61180028786475293 0.65782273047807371 0.83416157521423873 5.546555031676121 0.63356216689027178 0.35164720713510178 0.20314619690179825 0.85435847507324059 0.54562243260443211 0.099567412615215289 0.092727461385948118 0.34415145602179142 2.256468840777643 0.1253004615186909 0.25044365454346007 0.41181815415620804 1.0380810145288704
leaf_count=3234 32 35 34 4 160 6 10 60 13 10 5 9 5 21 87 14 143 44 14 2 23 9 37 5 159 308 92 37 6 15
internal_value=1.45503e-05 0.0026387 -0.00045689 0.000250626 -0.00346696 -0.0409402 0.00992622 0.0048932 0.00136333 -0.00487728 0.0021769 -0.00461949 0.00346378 0.0270318 0.000459795 -0.0044265 0.00209532 -0.0402442 0.0150909 -0.013181 -0.00514523 0.0377644 0.0459799 -0.0152166 0.00892687 -0.00713716 0.0202033 -0.0201689 0.0195279 0.0311026
internal_weight=179.638 27.3578 152.28 24.8247 17.934 2.04774 6.89068 6.50576 15.8863 12.7793 11.604 10.6432 9.6579 3.10696 1.81525 8.55247 7.23508 1.31739 1.06901 0.747088 6.40091 1.20345 0.395441 0.192295 6.30539 2.60062 3.70477 0.787562 0.537119 2.91721
internal_count=4633 1365 3268 1333 642 224 691 687 418 288 278 273 264 130 117 259 180 79 64 58 166 96 44 42 677 467 210 135 98 75
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 0 1 0 0 0 1 2 2 0 0 1 2 0 2 1 2 0 0 2 2 2 2 0 2 2
split_gain=0.0205357 0.159323 0.51143 1.02861 0.279855 0.478532 0.217336 0.332213 0.200805 0.525233 0.421136 0.256641 0.545196 0.652258 0.400956 0.674111 0.495444 0.221103 0.187212 0.660256 0.312098 0.675655 0.608448 0.275794 0.215907 0.229751 0.343684 0.377973 0.753177 0.363917
threshold=0.41808628485000005 40.574766824850009 40.003678352300007 0.55688452445000014 0.44765126795000004 0.56065686655000013 0.42111014640000005 0.54088200950000009 0.54353163080000011 0.54585192060000021 0.42039160505000012 39.955516828000007 39.476991512000005 0.54695967185000016 0.5485614203000001 0.43967246490000006 39.354247760400007 0.56915960600000015 42.546237522150008 0.42473279245000012 43.067541470150012 0.55788748840000013 0.56859076075000015 43.276780833950006 42.477827694800006 42.320906304050006 41.835830569250014 0.5641597557000001 42.283941020600004 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 -5 -6 -3 -8 -2 -10 -11 12 13 -12 -15 -16 17 -17 24 -20 22 -22 -21 -23 25 26 29 -28 -29 -9
right_child=1 6 3 4 5 -7 7 18 9 10 11 -13 -14 14 15 16 -18 -19 19 20 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0005274381118202258 -0.026275177648711585 0.0321264383781018 -0.10707702283955041 0.075629630656415231 0.10625308127162431 -0.10742434012916112 -0.089961732099296768 0.010939257048238627 0.049417938753327215 -0.12429124602139721 -0.20332892201768238 0.10800740501806678 -0.12386820326777581 0.10735063293905839 -0.095678754506339309 0.010320290553686669 0.1040207928222233 -0.06934508123978024 -0.17012480065509875 -0.1211216104237267 0.10233270507606461 -0.10765365742235483 0.0017326887382888259 -0.0001822881225513159 0.063233497455217183 -0.035235323799314815 0.085745609586817415 -0.10681817782722042 0.11192116989978465 -0.04965192858000176
leaf_weight=145.7804170742491 2.4827878852374701 2.3151345632650218 1.4176012519747012 0.52728514373302449 0.16282351315021515 0.29414851665046626 0.40500874977959966 6.6659324095039647 2.0880383285693807 0.30015264660141827 0.15057732164859761 0.20178598165512074 0.37099510616360465 0.37497803568840016 0.63658634945431902 2.9914634777342153 0.54199044716369815 0.3943020570913659 0.25438771144217653 0.61516890348866571 0.65824707876890887 0.25767486076074453 1.1695435153192191 3.2564611134157531 0.69460479278495846 1.2158107123545967 1.1230538375675676 0.35784472390969302 0.28104337540935376 1.16440196665485
leaf_count=2807 32 43 17 7 1 78 113 126 15 12 1 1 43 2 89 48 7 404 15 11 14 34 47 467 11 27 10 63 5 83
internal_value=1.51987e-05 -0.00222259 -0.0109072 -0.0525478 0.0259893 -0.031289 0.00327503 -0.000411394 -0.00141241 0.00625496 -0.00885967 -0.00274117 -0.00683345 0.00169704 0.00794734 -0.000219013 0.0152525 0.00104256 0.00163604 -0.0123537 -0.0056163 0.00935364 -0.0406137 -0.00806265 0.00919052 0.00571733 0.010908 0.0508117 -0.0105959 0.00192911
internal_weight=179.15 33.3698 12.9355 2.40186 0.984257 0.456972 20.4343 18.1192 10.5337 8.05087 5.96283 5.66268 5.46089 5.0899 4.93932 4.56434 3.92776 3.38577 17.7142 6.21148 5.9571 4.17238 1.78471 3.51414 11.5027 10.8081 9.59228 1.76194 0.638888 7.83033
internal_count=4633 1826 757 103 86 79 1069 1026 654 622 607 595 594 551 550 548 459 452 913 588 573 515 58 501 325 314 287 78 68 209
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 1 1 0 0 1 1 1 0 0 1 1 0 1 1 1 2 2 0 0 1 2 2 2 2 0
split_gain=0.0216422 0.456773 0.837347 0.225279 0.642714 0.343641 0.233838 0.228469 0.319476 0.425034 0.122057 0.691564 0.75186 0.144797 0.138352 0.132892 0.394757 0.16964 0.122433 0.577874 0.272219 0.7713 0.220706 0.504276 0.942371 0.311195 0.176269 0.689134 0.807475 0.771357
threshold=0.48458129995000004 0.48368312325000012 42.759119507950011 0.34587287805000005 41.489621506400006 0.34614233110000009 0.3465914194000001 0.48634771415000005 0.48847339900000003 0.34708541665000009 0.34708541665000009 0.35585760905000008 0.47976108500000009 0.47880302985000006 0.36166581840000006 0.3459626957000001 0.48077901860000011 0.34626208795000007 0.34560342505000002 0.34554354660000003 41.741384785950011 41.965446242000006 0.48104847160000008 0.48149755995000004 0.34584293880000011 44.026978245600006 40.574766824850009 40.148327922700012 39.656620114300004 0.47880302985000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 -2 -5 -7 -8 -9 -10 15 -12 13 14 -13 18 17 -17 19 26 -20 -22 25 -24 -25 -23 27 28 -1 -29
right_child=3 2 -4 5 -6 6 7 8 9 -11 11 12 -14 -15 -16 16 -18 -19 20 -21 21 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.0081792423240088247 0.061278426705924087 -0.098097169134617135 0.013214653525399437 -0.069190944060172732 -0.0086932313722505369 0.029015768639458289 -0.041651152072950288 0.054808154862938489 -0.0753425092564807 0.00010716460611975314 0.097682086012733815 0.056203846847007688 -0.12524387485016317 0.10394610702466685 -0.020837835457238506 -0.075519705997314127 0.0049416054534618791 -0.018900161734961805 -0.0034364108282379556 -0.052802146917295879 0.11305379737147846 -0.043687144491157903 0.077514563455302832 -0.07550381448209488 0.10527451148058778 0.033868726690883678 -0.0032231812135788962 0.0074675704194932498 -0.061690489262214522 0.084279592981316598
leaf_weight=8.4798700535867493 2.2738623972982159 1.3321414580568665 1.3716643825173376 0.71542536467313667 3.1056397734209895 2.7680858038365832 1.3284597158090026 1.0558518788748177 0.75286517292261024 90.249468236351817 0.81016451998959782 0.39517855372847044 0.45045246614608903 0.20164866745471954 0.56831926311451753 1.1422559582279057 3.6345654875040054 0.98591172136366356 6.9831251800060254 2.0961604885233092 0.86400406062602986 1.3136666118807627 1.1872376874089243 0.83466915041208245 0.44055669568479061 0.85352331030298945 34.698124856668016 3.247493140592268 2.0548764498962546 2.1883405512198806
leaf_count=254 27 22 19 4 33 24 11 23 6 2968 29 96 14 2 51 40 16 19 34 20 3 37 4 5 57 15 711 46 28 15
internal_value=1.42815e-05 -0.0012622 -0.0416277 0.000964737 0.0208831 -0.000141391 0.000372362 -0.000476661 0.000117514 -0.000517033 0.000224115 0.022282 -0.0155285 0.0268881 0.0107608 -0.00052946 -0.0150859 -0.0492897 0.000756298 -0.00135022 0.00966486 0.0263182 0.0101313 0.0306144 -0.0130497 -0.0131426 0.000778342 0.00947216 -0.00544934 0.0383903
internal_weight=178.384 76.134 2.70381 102.25 5.3795 96.8702 96.1547 93.3866 92.0582 91.0023 73.4301 2.42576 1.6156 1.16515 0.963498 71.0044 5.76273 2.12817 65.2416 52.7649 12.4768 5.49366 4.62965 2.46246 1.27523 2.16719 50.6687 15.9706 10.5347 5.43583
internal_count=4633 1537 41 3096 60 3036 3032 3008 2997 2974 1496 192 163 149 147 1304 75 59 1229 1074 155 121 118 66 62 52 1054 343 282 61
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 0 1 2 0 0 0 0 0 0 1 2 1 2 1 0 2 0 2 1 0 2 2 0 1
split_gain=0.0206832 0.144937 0.657424 0.222917 0.919436 0.461489 0.361686 0.242162 0.241898 0.578122 0.168959 0.50783 0.536877 0.344332 0.132449 0.156447 0.217657 0.348464 0.137786 0.289391 0.394 0.185453 0.1821 0.129013 0.0795403 0.085308 0.167502 0.187512 0.187181 0.167459
threshold=0.34506451900000007 0.48233585820000008 0.48185683060000012 42.498713093000006 0.47976108500000009 0.3447052483500001 0.47449178170000011 0.34007963835000005 41.873095646600007 0.47500074850000013 0.47943175355000006 0.47774018740000007 0.47736594710000008 0.47642286160000008 0.47604862130000009 0.32467590790000006 39.476991512000005 0.32012514595000008 37.995872310650007 0.34422622080000004 0.47076434840000009 35.119813570500007 0.47076434840000009 35.771221912400001 0.34512439750000007 0.47697673720000006 41.289992964000007 40.767054867700004 0.47076434840000009 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 7 -5 10 -10 11 12 13 14 15 16 23 -18 19 20 21 -17 -20 -1 -2 26 27 -26 -28 -30
right_child=24 -3 -4 5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 18 17 -19 22 -21 -22 -23 -24 -25 25 -27 28 -29 29 -31
leaf_value=0.015376999890496991 0.021878531638430371 -0.017566303731430363 0.068557028385893337 -0.0033465697325614201 -0.072160860054690967 0.045600150997532903 -0.069905278858497108 0.06223808930886221 0.033602698569141908 -0.12550549882453982 0.029719763165292463 -0.044897267368690978 0.043059540227785201 -0.059733585731026453 0.056315310472259364 0.064734138060867905 -0.013540194610037038 0.10263931433760265 -0.0037808887329814794 -0.060645811276081651 0.1074466268523316 -0.06382434242407907 -0.055302775178306798 -0.10855602821725462 -0.10356194052055381 0.00055824460695042411 0.010478527724177041 0.031617652988362777 0.0037512680594335088 -0.11012677812272326
leaf_weight=0.1790031096360617 1.7255402104929078 5.1947129801847032 1.355249062180518 4.8894820092333031 2.0617096405476323 2.5822857536841184 0.74762510521395587 0.63625048100948323 0.4305965111762341 0.48625304125016555 1.9303714185953147 2.2634157910943022 2.9894239082932472 1.0703842788934705 0.41528615355491627 0.17134538587703196 0.4745683592080352 0.56615586765110493 1.7336022820745713 0.37090299614428091 0.4823463506763801 0.32513377838768065 1.1352266594767568 0.15825744153153209 0.1198771531108197 141.57650258842656 0.35223661507734483 0.71257557791250292 0.17603592466912232 0.48463027352408972
leaf_count=35 18 39 6 228 15 36 13 7 40 22 13 36 13 12 2 48 39 9 45 36 8 12 12 49 113 3525 105 22 18 57
internal_value=2.50322e-05 -0.00224909 0.000649072 -0.00287712 -0.00949997 0.0100191 -0.00462702 0.00420506 -0.000990801 -0.0507807 0.00220923 -0.00209602 0.00752277 -0.00747741 0.00182661 -0.00221667 0.0270372 0.0496617 -0.0117724 0.0145757 0.0430791 -0.0194561 -0.0241687 -0.0427778 0.000536574 0.000279805 -0.0210822 0.0121511 -0.0483951 -0.0797837
internal_weight=177.797 32.6496 27.4549 26.0996 17.244 8.85564 6.27336 5.52573 15.1823 0.91685 14.2654 12.3351 10.0716 7.08221 6.01183 5.59654 1.37798 1.04072 4.21856 1.34973 0.978826 0.496479 2.86883 0.337261 145.147 143.422 1.84536 0.832453 1.0129 0.660666
internal_count=4633 775 736 730 446 284 248 235 431 62 369 356 320 307 295 293 132 48 161 104 68 60 57 84 3858 3840 315 135 180 75
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 2 2 0 0 0 2 0 2 0 1 0 1 2 1 1 2 1 0 1 0 2 0 2 2 1
split_gain=0.0207341 0.14229 0.21015 0.212463 0.155952 0.113611 0.920219 0.386134 0.281572 0.289684 0.159708 0.393057 0.246594 0.158546 0.360113 0.286164 0.377584 0.180312 0.346575 0.227238 0.242799 0.209958 0.520313 0.226496 0.689969 0.196816 0.141188 0.157048 0.135185 0.129272
threshold=0.53998383280000006 0.41917906650000009 38.751720283100006 0.54413041525000005 48.823707093150006 40.574766824850009 40.371455563000005 0.54504356155000011 0.54191491270000014 0.54450465555000005 38.396531328800009 0.55877069550000014 38.911218973650008 0.55484865720000009 0.42663393310000008 0.55688452445000014 0.43220262865000009 41.243661560350013 0.43643902880000007 0.44720217960000008 40.636252116050009 0.43694799560000003 0.56065686655000013 0.44844465735000011 0.56859076075000015 40.858951393400005 0.56300709560000006 37.688226470200007 37.232443001650005 0.41997245590000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 8 -7 -3 -10 11 -11 -12 14 -9 -15 -17 19 -19 -18 -21 -20 -23 24 -24 -22 -13 28 -28 -14
right_child=1 5 3 4 -6 7 -8 13 9 10 12 26 29 15 -16 16 17 18 21 20 25 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00056709524878258372 0.00590144321825676 0.091868147179806625 -0.020310671196037779 -0.10831623409099217 0.011896830229868774 0.040864960340203017 -0.15480171786906496 0.011483322208661056 -0.04044586988127892 -0.11912574148931754 0.045937893845397391 0.082796319114695163 0.042515755382253273 0.050243514972485664 -0.053252937693545679 -0.12096435201834062 0.046680169645794224 -0.11347974563898043 0.047376650910249438 0.03798150070161508 -0.09615166738072782 -0.11827582155298862 0.038552389014340181 0.008495661780591841 -0.10744461058235888 -0.004160166924303081 -0.067926850818133933 -0.10270996025193486 0.02385846460134269 -0.0063653820102306637
leaf_weight=141.8916478572591 2.3517829811116675 0.31109311571344811 2.5503191053539926 0.52900875772320421 0.13557265402118901 2.620364390313628 0.4088480245713989 1.7927857550148503 1.8500081603415299 0.34635414592503178 1.5026993371498063 0.1811214149056467 0.61781143117696036 1.2416799440979946 1.6502981774683574 0.25340652473823766 1.7628798658261069 0.28859807335538601 0.77874970994889725 0.79324050173454441 0.35307928724796489 0.39883970082155418 0.61650167033076264 5.308118667443523 0.68155644748185296 0.68145658382991314 0.20643149869731281 0.16410860212965872 0.72065862498129718 4.3533016545843566
leaf_count=2782 42 5 29 65 41 38 19 20 17 42 41 11 5 11 29 19 22 11 8 9 24 10 7 638 61 39 316 47 30 195
internal_value=2.66268e-05 -0.0021366 -0.0168156 -0.0334337 -0.0837931 0.000597748 -0.00768084 0.00518998 -0.00181459 -0.00474585 0.00341546 -0.0246792 0.0104401 -0.000441027 -0.0195453 0.00455799 -0.000202397 0.00242144 -0.00587121 0.0210646 -0.0036414 -0.00188142 -0.00735745 -0.000660893 -0.0381046 -0.0355562 0.00103132 -0.0125404 0.00342099 -0.00029042
internal_weight=177.342 35.4507 5.56668 3.2149 0.664581 29.884 10.6624 19.2216 10.2536 9.94249 8.09249 1.61867 6.47381 16.6012 3.44308 13.1581 11.9164 11.663 8.07236 3.59066 1.82778 7.78377 7.00502 6.60618 1.29806 1.03454 1.27232 1.0912 0.92709 4.97111
internal_count=4633 1851 177 135 106 1674 728 946 709 704 687 446 241 908 49 859 848 829 735 94 72 724 716 706 68 63 404 393 346 200
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=2 1 1 1 2 0 1 1 2 1 0 0 2 0 0 2 0 0 1 1 0 2 1 2 0 0 1 2 1 0
split_gain=0.0215342 0.0559328 0.116518 0.0777283 0.118667 0.0448409 0.0358151 0.066551 0.0328498 0.202119 0.21405 0.189074 0.225004 0.3713 0.363034 0.39115 0.41001 0.586404 0.43533 0.394273 0.197168 0.128979 0.0779772 0.0717009 0.206937 0.206833 0.287408 0.080744 0.148004 0.57877
threshold=34.823977857500005 0.38906020780000011 0.38512319990000005 0.38045268105000002 33.96174662340001 0.54413041525000005 0.43540612555000008 0.43643902880000007 37.041406607950009 0.36042334060000009 0.45995628875000011 0.49877249185000011 35.887362732750006 0.50101793360000013 0.50035927070000008 36.772607578000013 0.50730517050000012 0.5218855723000001 0.39736834230000012 0.3975479776000001 0.52366695610000014 35.476804824450006 0.39048232090000007 37.765550062200006 0.50730517050000012 0.54191491270000014 0.42307116555000007 38.060777288450005 0.37407562650000009 0.52889135055000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -7 -8 9 10 21 -11 13 -13 -14 16 -16 -18 -19 -20 -15 -2 -22 24 -10 -26 -27 28 -25 -30
right_child=8 5 -4 -5 -6 6 7 -9 23 11 -12 12 14 20 15 -17 17 18 19 -21 22 -23 -24 27 25 26 -28 -29 29 -31
leaf_value=-0.059618689851150167 -0.10513734292453879 0.062290573861616211 -0.10388205442950707 0.10047349646491062 0.068288749433356277 -0.10244113583783564 0.097773692018883362 -0.1009209124826481 0.04702675515505602 -0.044279095282530496 0.099210566193059124 0.054605133047218236 -0.085990132693897561 -0.048037459775467285 -0.12572490244453222 0.025943972995782962 0.080352709926768295 -0.12031066316877431 0.10871335528400959 -0.1031428436382591 0.025706316607451263 0.053885159067079573 -0.014030625178473907 0.0057674302669129904 -0.020468750136838895 0.057574684789273439 -0.016224219625922156 0.00015865845676864049 -0.12024312452577478 0.028333555445408266
leaf_weight=0.17557926739470886 0.10649137913060158 0.30313926422968507 0.099542737007141113 0.087286720983684063 0.12358950062480289 0.03168268965146126 0.046012979233637452 0.026603337368953817 1.2631078300619254 1.3059513918124128 0.35926323849707842 1.4167984016239623 0.69288476556539524 0.85943617744487744 0.4268540553748611 1.7947328473364903 0.44579567009350263 0.50922994408756495 0.21673336625099182 0.1477154137190837 1.1820677891373637 0.09788606248139331 0.8481711529526591 1.1394300640095019 2.2000706838953192 1.1360035091638567 0.98552718417840868 157.69354067734065 0.52675573853048241 0.52199850095911415
leaf_count=107 8 13 5 7 26 29 2 197 36 16 9 9 6 13 5 39 8 15 1 79 4 57 50 15 25 6 62 3730 20 34
internal_value=1.88608e-05 0.0155046 -0.00740483 0.0174457 -0.00677889 0.0428314 -0.0137258 0.024981 -5.98055e-05 -0.00550849 0.0527306 -0.0088423 -0.00342351 0.0126706 -0.0197933 -0.00684048 -0.0405336 -0.012974 -0.0605941 0.0228455 -0.00788978 -0.0289739 0.00910545 0.000282989 0.011421 0.00101419 0.0232924 -0.000106064 -0.0191835 -0.0462918
internal_weight=176.77 0.893436 0.485998 0.386455 0.299169 0.407438 0.104299 0.0726163 175.876 10.41 0.563641 9.84637 8.54042 4.30647 4.23395 3.54106 1.74633 1.31947 0.873679 0.364449 2.88968 0.204377 2.03024 165.466 5.58471 4.3216 2.12153 159.882 2.18818 1.04875
internal_count=4633 386 145 140 133 241 228 199 4247 319 74 245 229 76 153 147 108 103 95 80 67 65 54 3928 129 93 68 3799 69 54
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 1 0 0 0 0 1 1 0 2 1 1 1 0 0 2 1 2 1 1 1 1 0 0 0
split_gain=0.0234402 0.472335 0.338243 0.222082 0.328431 0.335549 0.265923 0.612314 0.589062 0.295219 0.215213 0.240196 0.85357 0.676387 0.201257 0.179442 0.469339 0.404103 0.270697 0.219381 0.350279 0.957407 0.755804 0.575364 0.50745 0.323806 0.413585 0.526032 0.58801 0.521581
threshold=0.50291907430000016 0.50218556330000019 0.35585760905000008 0.3584174126500001 0.36551300860000008 0.50386215985000016 0.37227927305000003 0.5054040298000001 0.5132031975000001 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.52157121045000021 40.300545846000013 0.36618664115000005 0.37043801085000005 0.37644082515000005 0.49688632075000011 0.49877249185000011 36.165040341950011 0.36510882910000009 37.572218886150004 0.36476452800000009 0.3584174126500001 0.35585760905000008 0.35799826355000003 0.49588335680000006 0.48588365620000007 0.47820424540000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -2 -4 -5 -6 7 -7 14 -10 -11 12 -12 -13 -8 19 -17 -18 -19 20 21 23 -22 24 -1 -24 -27 28 29 -28
right_child=2 -3 3 4 5 6 8 -9 9 10 11 13 -14 -15 -16 16 17 18 -20 -21 22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=0.0023005242953292181 0.098191830910062269 -0.065242386135619099 -0.060302862429220595 0.046364697282297099 -0.071933455027311896 0.088805040785450498 -0.10540632720079696 -0.0079978759205825752 0.035485611982167924 -0.042197649735913362 -0.019357368653070084 -0.12928370004682449 0.065557507032167062 -4.9836929203622509e-05 -0.033130257572844178 -0.11771225442651614 0.075894699236591465 -0.11770231375597129 0.015783162425631558 0.023665730556436452 0.078406578452537568 -0.19624742616270008 6.0234561290052082e-05 0.10259004201261464 -0.18872887287927048 -0.098415875020149021 0.019884578317726942 -0.11054776317016719 0.097592131053518952 -0.13049206970297034
leaf_weight=0.44446282790185765 0.35901733429636706 1.130741451634093 0.5883069867559233 1.5881915278732766 0.63580987206660111 1.110196175053715 0.59253068863472336 1.588181540933874 2.4341655718453685 1.1858514718842332 2.4036161980766328 0.40781824430086899 2.3325766066554934 58.368267365436822 1.1014100741631407 0.46754857100404379 0.43905342882499077 0.29958762313071929 0.30821503424158436 3.8532732465537256 1.2150418754595183 0.34056574106216431 89.856196703688781 0.34405849128961563 0.20237237318451662 0.74391703732544501 0.70414536324460664 0.42245430592447508 0.55974171683192242 0.34301310405135155
leaf_count=142 18 17 6 15 13 18 37 37 30 27 39 10 24 2441 50 17 11 37 18 45 67 3 1343 5 13 18 110 12 4 6
internal_value=1.66866e-05 -0.000971437 0.0013617 0.000894046 0.00138223 0.000392199 0.00103513 0.0318298 -0.000172197 0.00129736 1.10812e-05 0.000799169 0.0224632 -0.000946527 -0.058412 -0.000248628 -0.0344108 0.00279339 -0.0500122 0.000273798 -0.000673243 -0.0516044 4.9365e-05 -0.00189126 -0.057466 -0.000978464 -0.0346331 -0.0112518 0.0148532 -0.0293736
internal_weight=176.37 101.674 74.6959 74.3369 73.7486 72.1604 71.5246 2.69838 68.8262 67.1323 64.6981 63.5123 4.73619 58.7761 1.69394 100.544 1.5144 1.04686 0.607803 99.0292 95.176 1.33146 93.8445 0.990894 0.646835 92.6295 2.77327 2.02935 1.6069 1.04716
internal_count=4633 1868 2765 2747 2741 2726 2713 55 2658 2571 2541 2514 63 2451 87 1851 83 66 55 1768 1723 163 1560 160 155 1493 150 132 120 116
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 2 0 0 0 0 2 2 0 1 2 2 0 1 1 1 2 0 1 1 2 2 2
split_gain=0.0211501 0.150174 0.119774 0.433487 0.102943 0.272852 0.304244 0.237571 0.159836 0.155601 0.293512 0.0992347 0.0675659 0.470959 0.697584 0.988223 0.830538 0.720107 0.577324 0.561239 0.519417 0.5642 0.397814 0.603262 0.352666 0.366106 1.13877 0.285076 0.233355 0.494371
threshold=0.34506451900000007 0.34503457980000002 0.48588365620000007 0.48389269780000005 0.48149755995000004 0.47976108500000009 0.47943175355000006 0.47774018740000007 40.165165956550005 0.47736594710000008 0.47642286160000008 0.47396784530000008 0.48119816770000007 42.154118731400011 40.21994457600001 0.48001556840000009 0.34560342505000002 39.571921479100006 42.686561923500008 0.47757552170000012 0.34545372890000009 0.3453339720000001 0.3459626957000001 38.474425342400004 0.48185683060000012 0.3453339720000001 0.34545372890000009 41.542492784600007 40.858951393400005 41.362929270750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 9 -9 10 11 -1 13 14 15 17 20 22 19 -15 21 28 -2 -24 -14 -26 -27 -18 -16 -30
right_child=12 -3 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 24 18 16 -17 27 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.0016390464938475021 0.098820356057688866 -0.031200546629203775 0.025813696177909136 -0.06673898391699444 0.014476511005432761 -0.037084310088887192 0.041165048809233801 -0.063697052923278721 -0.010924644680994961 0.024174467834963225 -0.036527409968368084 0.019039987741425023 -0.028599391257126919 -0.0031590915036570563 0.036969576682991688 -0.12099661035938886 0.03525539645684287 -0.046390249293227298 -0.00092959178773343242 -0.11073122059605521 -0.033792886699843386 0.060785295321318003 0.077332199064444149 -0.13865407438876959 0.036216192239705743 -0.13976968043525997 0.00036937011791083512 0.083893131804042953 -0.050214712809045194 0.01698825300420953
leaf_weight=9.6974190452242173 0.82164119340706043 1.702709230363779 1.6154101570136834 1.0035450980067242 4.2543234229087821 2.0718494792963602 1.7270498648285855 0.96151581592857782 1.4238079617316541 2.5694545172154895 2.1633644039829951 3.0506388425710602 4.3164071811188469 0.89127156732138058 1.5528228123803254 0.83759559504687775 2.6626344593241802 1.4403846907925979 7.8008734351274143 1.0640213740989564 2.3728091306984416 2.3536842167377472 0.3122763339504715 0.22071752977717551 2.8030878137797108 0.58302431832998891 106.55037937913487 2.2014035531319678 1.7317521125951314 2.9754632102558389
leaf_count=546 14 18 20 5 21 13 11 12 30 14 40 45 28 23 67 10 24 16 236 44 19 16 42 7 28 14 3173 45 23 29
internal_value=1.70171e-05 -0.00229739 -0.00068585 -0.00216591 0.000155129 -0.00241945 0.000906602 -0.00259323 -0.032197 0.00144631 -0.00247009 0.00330949 0.000537037 0.00482647 0.0138073 -0.0257185 0.0228658 0.00283386 -0.0131084 -0.0616971 0.00763489 0.0190469 0.0551739 -0.0121097 -0.000560704 0.000540172 -0.000393272 0.0572682 0.00335392 -0.00773526
internal_weight=175.733 32.2411 30.5384 28.923 27.9194 23.6651 21.5933 19.8662 2.38532 17.4809 14.9114 12.7481 143.492 29.2394 19.4832 3.63262 15.8506 2.79502 9.75617 1.95529 10.9865 8.61372 1.35464 0.532994 114.253 109.936 107.133 4.86404 6.26004 4.70722
internal_count=4633 775 757 737 732 711 698 687 42 645 631 591 3858 615 312 89 223 79 303 67 154 135 63 49 3243 3215 3187 69 119 52
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 2 1 1 1 1 2 2 2 1 2 0 2 1 1 0 1 1 0 1 0 1 1 0 1
split_gain=0.0251337 0.217984 0.845477 0.299521 0.180768 0.173738 0.156402 0.47093 1.04008 0.579227 0.382388 0.136354 0.15801 0.244375 0.187489 0.133876 0.116032 1.20845 0.340198 0.855386 0.36004 0.275233 0.417421 0.413804 0.331839 0.197492 0.19124 0.372385 0.856497 0.153607
threshold=41.319407281650008 41.542492784600007 41.559097512700014 0.48735067810000005 41.404176814550006 41.289992964000007 41.741384785950011 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.43349001525000008 41.257948413050009 41.16018805045001 41.184662530950007 0.34527409360000011 41.444941515100005 0.47880302985000006 40.806664626150003 0.3447651268000001 0.34491482290000003 0.47905751325000007 0.34521421515000011 0.34545372890000009 0.47820424540000012 0.34494476210000008 0.47811442770000007 0.34512439750000007 0.34569324270000007 0.48119816770000007 0.35986946500000005
decision_type=2 2 2 2 2 2 2 2 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 15 -5 11 7 -4 -9 -10 -11 12 16 -14 -15 -2 17 21 -18 -20 -21 24 -23 -24 25 -1 -22 -28 -29 -30
right_child=1 2 6 4 -6 -7 -8 8 9 10 -12 -13 13 14 -16 -17 18 -19 19 20 26 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0024089294367625066 0.0019422682820720882 0.10636019255193759 0.020468619975343064 -0.02464014841237672 -0.088826998656544809 0.031678964140327136 0.00053589889877266549 -0.15074394088083884 0.09699482323763195 -0.11895311116783047 0.023729615593543016 -0.025007714730475403 0.054205487289471312 0.030567124789529432 -0.022609345886001816 -0.02667521679523395 -0.033214998865780145 -0.13097192849489236 0.074070308786683289 0.062708227862558835 -0.03231167776305266 -0.078088805080819335 0.081881997189836048 -0.036653220872558852 0.043192699133827374 -0.054636698092559693 0.024956392231759477 -0.09611667308219729 0.016757734038604793 -0.0011501812270680559
leaf_weight=6.401669028295716 5.269345740253355 0.7481596153229465 1.4884658001631117 1.0142296149742831 0.7732915711633267 1.8275185759725889 68.711319510246625 0.70580381900072087 0.41992837423458673 0.38655618752090959 0.36535602946787549 2.0425713828099097 1.4004908170340957 1.2603743339423092 1.3989880327389981 2.3699255180545151 2.6859096102416506 0.75957046196630607 1.6558220386505116 0.94261832535266776 1.7332969792187203 1.0497386133274926 0.46771158193671858 0.79528934508562088 1.9936810358891817 0.67044211737811554 6.0614433623850337 0.93302686349488695 5.2602745409240006 53.557877359156706
leaf_count=251 38 17 20 23 30 22 2272 8 26 17 38 17 22 14 30 28 18 40 11 4 11 17 53 8 73 22 40 14 69 1380
internal_value=2.35334e-05 -0.00124954 0.000602625 -0.0155582 -0.0524077 0.00115071 -0.000495133 -0.0215413 -0.0548438 0.00291727 -0.0496232 0.000538101 0.0011242 0.0203973 0.00259303 -0.00693571 0.000203313 -0.00884859 0.00171193 0.00304932 0.00133227 -0.000696285 -0.0314889 0.00724247 0.0071591 -0.00299904 0.000475759 0.00133928 -0.00105656 0.000451375
internal_weight=175.151 82.2524 72.8256 9.42679 1.78752 92.8983 72.0774 3.36611 1.87764 1.17184 0.751912 91.0708 89.0282 4.05985 2.65936 7.63927 84.9684 12.1381 72.8303 70.1444 68.4885 11.3785 2.31274 1.263 9.06579 7.07211 67.5459 65.8126 59.7512 58.8182
internal_count=4633 2517 2398 119 53 2116 2381 109 89 81 55 2094 2077 66 44 66 2011 464 1547 1529 1518 424 78 61 346 273 1514 1503 1463 1449
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 0 0 1 1 1 0 0 2 2 0 2 1 1 0 2 1 0 1 1 1 2 0 1 1
split_gain=0.0254584 0.39783 0.212873 0.619863 0.259452 0.186005 0.173997 0.243476 0.350768 0.139963 0.540709 0.528471 0.12927 0.124754 0.674146 1.16714 0.465347 0.606244 0.556424 0.230887 0.437537 0.490221 0.365443 0.29087 0.224625 0.184987 0.27454 0.132306 0.286534 0.130997
threshold=0.48458129995000004 0.48389269780000005 0.34587287805000005 41.489621506400006 0.34614233110000009 0.3465914194000001 0.48634771415000005 0.48847339900000003 0.34708541665000009 0.34708541665000009 0.35585760905000008 0.47976108500000009 0.47880302985000006 42.684965421050009 42.243697547450004 0.47757552170000012 42.91168285345001 0.34584293880000011 0.34584293880000011 0.48104847160000008 43.895345911700005 0.34458549145000011 0.48001556840000009 0.34479506600000004 0.34479506600000004 0.34422622080000004 43.564719632750005 0.3972336157500001 0.32168198560000011 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -4 -6 -7 -8 -9 13 -11 12 -12 14 29 24 18 19 -15 20 21 25 -23 27 -16 26 -18 -22 -29 -1
right_child=2 -3 4 -5 5 6 7 8 -10 10 11 -13 -14 16 15 -17 17 -19 -20 -21 23 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0068972949360478347 0.060887012786922261 -0.051187638316392975 -0.05885938544540497 -0.0083506383224707919 0.026219882197370134 -0.036669421702718967 0.049271212890388959 -0.067904536007955985 0.00022718176287371908 0.094374111011374925 0.0084804147317302497 -0.11807974953107964 0.10329596389816642 0.013397745560466821 0.061855266273831248 -0.12574814862928976 -0.12620725428255414 -0.076061278553713571 0.090130559643522651 0.034053131485149477 0.0025900248109253349 -0.11129387824038235 -0.02470725467397367 0.035031605827115071 -0.020162630671484952 0.096026503282948913 0.06532333193182098 0.0092210220038447307 -0.093602251160927005 0.0035829631598056251
leaf_weight=20.842101191358708 2.2184682898223391 1.5697856573387969 0.74371404945850272 3.0997059270739555 2.7176312599331132 1.29870089319047 0.99975414831351272 0.76214082539081474 88.738981433353771 0.73635666665302268 0.91980589718519901 0.34901519740378706 0.1704375147819519 4.2419909700117584 0.48608070180807716 1.2016469789086839 0.12868819901542705 1.078331884171347 1.2159018646925686 1.9140394926798752 3.996519243557259 0.885640696651535 1.0840990543365476 2.6429503177059814 1.0667003490962086 0.29492829367518425 0.17885025282754441 0.60793914880196076 0.4890139660492423 27.881310707896191
leaf_count=507 27 24 4 33 24 11 23 6 2968 29 147 14 2 43 25 42 46 28 65 21 98 68 5 26 34 3 12 40 28 230
internal_value=2.52784e-05 -0.00138282 0.00106102 0.0205317 -2.59816e-05 0.000436952 -0.000326325 0.000195204 -0.000352989 -0.000303127 0.0246768 -0.0109819 0.0233029 -0.00107689 -0.00362102 -0.0517515 0.00590466 -0.00418451 0.0304922 0.00215674 -0.00376558 -0.0394948 -0.0636386 0.00811368 0.00551215 0.0394422 -0.0148219 -0.00585375 -0.0366169 -0.00090011
internal_weight=174.561 73.9821 100.579 5.31817 95.2609 94.5172 91.7996 90.5009 89.5011 72.4123 2.17562 1.43926 1.09024 70.2367 51.4778 2.75443 18.7589 13.301 5.45789 12.2227 10.3086 2.57221 1.96974 7.73642 1.55278 0.602467 0.307538 5.09347 1.09695 48.7234
internal_count=4633 1537 3096 60 3036 3032 3008 2997 2974 1513 192 163 149 1321 838 101 483 375 108 347 326 134 73 192 59 61 58 166 68 737
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 2 0 2 2 1 0 2 1 0 1 2 1 0 2 1 2 2 2 2 1 1 1 1 2
split_gain=0.0244222 0.2068 0.667383 0.561468 0.510353 0.389993 0.258487 0.180565 0.161026 0.524498 0.453742 1.3554 0.559908 0.251238 0.430724 0.160639 0.823391 0.313223 0.358192 0.261568 0.70396 0.674335 0.665403 0.624574 0.399965 0.286871 0.694102 0.323747 0.259849 0.236865
threshold=40.574766824850009 0.34569324270000007 0.48458129995000004 0.35696536035000009 39.427119987250002 0.48032993025000009 40.542362378300005 0.47976108500000009 40.003678352300007 39.896141435400004 0.41861022125000008 0.55688452445000014 40.300545846000013 0.44765126795000004 0.56065686655000013 0.34569324270000007 40.722669576350008 0.34587287805000005 0.48077901860000011 42.431220712750012 0.34554354660000003 42.498713093000006 41.873095646600007 42.081757894750005 41.542492784600007 0.34530403280000005 0.34479506600000004 0.34506451900000007 0.34503457980000002 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 5 4 -4 -3 6 7 -1 9 -5 12 -12 -10 -13 -15 16 -2 18 -17 20 22 -21 24 -24 25 26 29 -28 -25 -18
right_child=15 2 3 8 -6 -7 -8 -9 10 -11 11 13 -14 14 -16 17 19 -19 -20 21 -22 -23 23 28 -26 -27 27 -29 -30 -31
leaf_value=0.0025886383852186906 -0.10672479293983704 0.010132698205596211 0.056238793028633605 -0.001329226200979068 -0.082776683054584896 0.03720643338161779 0.053861716991566402 -0.039425382069415364 -0.039460011550057537 0.056503965423979563 -0.14672737892063481 0.075003251911672425 0.031004232010755875 0.10565740481238668 -0.10676944852706252 0.067201608094082085 0.046768891426439876 0.00013749894975425555 0.0094924918563445947 0.083407017190142596 -0.060446644824702848 0.00042334402875525027 -0.11576573379787669 0.021651887098047606 0.029687317232938222 0.01440519534441754 -0.065274212720393868 -0.015553882025568323 -0.047929718878017974 -0.0060035125269774061
leaf_weight=12.18223837458582 0.79087016734410909 0.89937337050320509 1.7630174022633571 36.305522267684672 1.7255561682941332 4.2261401899158946 0.92028300580568689 1.1166956722736365 1.9804294477216888 1.6389494887516765 0.88524467125534989 0.49650407023727894 2.6188319316133857 0.14897856116294861 0.2656600464629264 1.4811214009241656 1.5971180439642956 58.203305246341557 3.9277052413672209 1.0352351167699705 2.550421131309121 18.104882167596514 0.93347514846456592 0.93977317110913849 4.2108257705251608 4.6351433424279085 2.501593834720552 2.7483991978660924 1.2513333265669642 1.8194553119469672
leaf_count=307 67 51 33 1068 25 29 14 7 29 25 15 7 21 1 78 27 30 1984 78 19 22 431 38 34 45 41 20 36 23 28
internal_value=2.2698e-05 0.00151647 -0.00189728 0.000895212 -0.0509434 0.0105347 0.00260755 -0.000939229 -0.00130532 0.00116878 -0.0159838 -0.0586031 0.00066252 0.0270163 -0.030445 -0.00091744 -0.00562958 0.00227662 0.0252952 -0.00374067 -0.0108828 0.0049117 -0.00475744 -0.047268 0.00282727 -0.00567561 -0.0164154 -0.0392454 -0.0180859 0.0186656
internal_weight=173.904 67.1734 48.7281 46.1031 2.62493 18.4454 14.2192 13.2989 44.3401 37.9445 6.39565 1.79639 4.59926 0.911143 0.414639 106.731 43.1185 63.6121 5.40883 42.3277 23.1875 19.1401 20.6371 3.12458 17.5125 13.3017 8.66657 5.24999 2.19111 3.41657
internal_count=4633 1710 1353 1277 76 357 328 314 1244 1093 151 101 50 86 79 2923 834 2089 105 767 317 450 295 95 200 155 114 56 57 58
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 0 0 2 1 2 2 2 1 1 2 1 0 0 2 2 2 2 0 2 1 0 1 2 1 2
split_gain=0.0247728 0.267769 0.193535 0.236467 0.228245 0.186413 0.305734 0.118785 0.237387 0.307027 0.263572 0.422434 0.165637 0.301474 0.545001 0.321949 0.264808 0.273916 0.161705 0.262405 0.122635 0.888847 0.570345 0.363582 0.328756 0.257372 0.212337 0.447044 0.302024 0.308285
threshold=0.36880632320000012 0.36551300860000008 0.37227927305000003 39.852039223600009 0.37407562650000009 0.50291907430000016 0.50035927070000008 37.688226470200007 0.35585760905000008 40.679780036550007 40.806664626150003 42.123054668150012 0.36510882910000009 0.36476452800000009 35.476804824450006 0.3584174126500001 0.47396784530000008 0.45995628875000011 48.109449608500007 44.952171034750002 40.574766824850009 40.722669576350008 0.48320409570000006 40.408647214050006 0.34900152690000003 0.48077901860000011 0.34569324270000007 41.32819714970001 0.34587287805000005 42.206017975500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 6 7 12 20 -10 -11 -12 13 14 15 -1 17 -16 19 -13 23 22 -22 25 26 -9 -23 -28 29 -29
right_child=2 -3 4 -5 -6 -7 -8 8 9 10 11 18 -14 -15 16 -17 -18 -19 -20 -21 21 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.013905388191014088 0.057105391765457626 -0.034730642062700594 -0.06621882130272809 0.0017417578267209873 0.00082702053257367866 0.026760511972693659 -0.042419829791856892 -0.0066163534882189949 -0.065112093338686602 0.090664725024649145 -0.11046193253272468 0.034945775500133482 -0.035269669972771804 0.10213433988539984 0.050627531019872454 -0.17234802431635093 0.073107499869627585 -0.1275712446582595 0.074614498793781139 -0.10983825218741139 -0.048225009888165998 -0.0033626032255473885 -0.2176475388230199 0.039416172280771308 -0.037862927740644398 0.01891406098862412 0.051793034907165129 0.047288260017378521 -0.0031164393127402334 -0.0037104638624927164
leaf_weight=0.36176169120952284 1.3601964041590684 2.2986325010788269 0.51151152618694951 1.7824262978974728 69.204089125966277 2.4988370129140085 1.7417919028084714 12.397519744822608 1.2957480168643081 0.27052794024348248 0.35487542537157402 0.3705629351643438 0.45582408970221866 0.47169740730896581 0.19591503229821672 0.19867740163363123 1.0093758688308296 0.15411550737917423 0.32625782582908869 0.18903691932791844 0.68960880732629348 42.151883345626402 0.27912314981222153 2.9401109565515062 2.2804777359506252 5.7940154001116744 2.1768734939396408 2.7941407673060921 14.707674190722171 2.0586070096469484
leaf_count=121 16 51 33 34 2697 39 20 141 28 4 18 33 5 9 68 14 20 3 5 64 66 766 3 47 27 47 21 15 130 88
internal_value=2.54913e-05 -0.000992622 0.00142936 0.0257044 0.000335097 -0.000202612 -0.000906899 -0.000137058 -0.000765853 -0.029395 0.00122865 -0.0182719 0.0199759 0.0305056 0.0129067 -0.0700738 0.0471168 -0.0278319 0.0186595 -0.0139633 0.000144561 -0.00194657 -0.0970411 0.00678839 -0.000554373 0.0015151 0.000777329 0.00880528 0.00402119 0.0256539
internal_weight=173.322 100.464 72.8582 3.14262 69.7156 98.165 95.6662 93.9244 91.077 2.80701 1.51126 1.24073 2.84737 2.39154 1.91985 0.560439 1.35941 0.350031 0.885858 0.5596 88.27 67.1384 0.968732 21.1316 66.1697 18.1915 63.8892 21.7373 19.5604 4.85275
internal_count=4633 1853 2780 50 2730 1802 1763 1743 1503 152 124 120 240 235 226 135 91 71 102 97 1351 1116 69 235 1047 188 1020 254 233 103
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 1 2 0 2 2 1 2 1 2 1 2 2 1 0 0 0 2 1 0 2 1 1 1 2 0
split_gain=0.0214202 0.136882 0.18468 0.228373 0.1102 0.247241 0.751467 0.333998 0.417049 0.278384 0.212916 0.211004 0.32206 0.200714 0.209876 0.097826 0.401257 0.304446 0.242353 0.4366 0.227359 1.24759 0.615842 0.708714 0.22027 0.691946 1.25995 0.214487 0.176467 0.374927
threshold=0.53998383280000006 0.41917906650000009 0.40437412050000004 0.4172030777500001 0.53634621715000008 0.39563186730000005 43.61821939175001 0.5132031975000001 38.911218973650008 44.202975721700007 0.39431454150000006 38.804629908750009 0.3975479776000001 45.321989007550009 0.41861022125000008 40.574766824850009 40.408647214050006 0.39078171310000004 0.52507409960000018 0.53312775065000018 0.52252926560000013 38.751720283100006 0.38906020780000011 0.5195503128500002 40.94178426300001 0.34545372890000009 0.34524415440000006 0.34527409360000011 40.21994457600001 0.48271009850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 10 7 -7 11 -8 15 12 -9 -11 -15 16 17 20 24 -20 22 -22 23 28 25 26 -17 -18 -1 -30
right_child=1 -3 3 -5 -6 6 9 8 -10 13 -12 -13 -14 14 -16 18 27 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0033153461713475146 0.0025827988038852447 0.00052730324710783313 -0.086254552863923806 -0.018912495021869362 0.01089568599710982 0.031389160316028814 0.072536500691544256 0.014626072476336635 -0.10665936685924732 -0.10688132480848021 0.033863477548431629 0.018358245419501467 -0.1097692949690597 0.051637301931578838 -0.10510944397143272 -0.024321396977776792 0.010013764777887362 -0.045037236566528298 -0.10870270343684002 0.010926828336944684 -0.028758237887381796 0.073059580683987477 -0.050134556057996632 0.072250800274285515 0.00014837300915793416 0.0049565414429683799 -0.22260754842241345 0.061612300671562231 0.0086469496966304852 -0.05111113807399062
leaf_weight=27.421060773262884 2.6012384359291856 29.157008485697336 0.65162961358589688 2.2165611510281451 9.6435789886745606 0.42475909082986563 0.85302774372394174 0.35060988206532806 1.2387040648754917 0.1712182152296009 1.9018255762348406 0.5906873932108283 0.51214046667155344 0.40116808801394654 0.1085310374105859 1.3170045436279583 1.4985955291194835 1.3758096441160876 0.58370510499662376 0.63910451531410217 2.3588594091124824 2.4568924717605114 2.2891452722251406 1.4342921599745739 70.835055892375777 3.4008564631221816 0.4235033094882964 1.7421638625382909 2.3006218807804535 1.9312690029619259
leaf_count=536 85 1674 67 25 75 23 46 16 98 86 19 3 40 40 64 76 33 40 65 9 23 22 28 17 1322 30 4 22 19 26
internal_value=2.82937e-05 -0.00219583 -0.0167126 -0.0342121 0.000585537 -0.000187847 -0.0228235 -0.0510224 -0.0640251 0.0344753 0.000661763 -0.0276897 -0.0592167 -0.0132063 0.018261 0.000144224 0.00386093 0.00121868 -0.00201306 -0.046178 0.00280206 0.023187 2.70742e-05 0.00349751 -0.00130225 -0.0212881 -0.0725687 0.037752 0.000382091 -0.0186243
internal_weight=172.831 34.6264 5.46943 2.86819 138.204 128.561 4.65085 3.1169 2.69214 1.53395 123.91 1.45344 0.86275 0.680917 0.509699 122.008 44.8087 41.568 77.1992 1.22281 40.1921 4.81575 35.3764 33.0872 75.9764 5.14136 1.74051 3.24076 31.653 4.23189
internal_count=4633 1851 177 92 2782 2707 416 180 157 236 2291 59 56 190 104 2272 766 711 1506 74 671 45 626 598 1432 110 80 55 581 45
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 1 0 1 2 2 2 0 0 2 2 2 2 0 1 0 0 2 0 0 0 1 0 2 1 0
split_gain=0.0207413 0.15459 0.134262 0.202296 0.120867 0.105465 0.322114 0.147211 0.378705 0.0897865 0.327013 0.60026 0.310312 0.264261 0.254598 0.633032 0.574865 0.566667 0.506078 0.422635 0.422176 0.169103 0.137804 0.263669 0.398639 0.268056 0.760006 0.998839 0.135713 0.577849
threshold=0.41808628485000005 0.4172030777500001 0.41917906650000009 0.53998383280000006 0.42111014640000005 0.40437412050000004 0.53938504835000012 0.41625999220000004 43.968221017800005 42.546237522150008 42.844429421150004 0.56859076075000015 0.55788748840000013 43.276780833950006 41.16018805045001 41.319407281650008 41.559097512700014 0.54986377655000018 0.43643902880000007 0.57299182660000014 0.58388970390000006 41.11191809080001 0.54191491270000014 0.54353163080000011 0.54413041525000005 0.42111014640000005 0.55619592225000014 38.983591653800012 0.44922307715000004 0.55788748840000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1 7 8 -7 14 11 -11 -12 -14 21 -16 -17 -18 -19 -20 -21 22 -5 -24 -25 -26 27 -27 -28 -30
right_child=2 -3 3 9 -6 6 -8 -9 -10 10 12 -13 13 -15 15 16 17 18 19 20 -22 -23 23 24 25 26 28 -29 29 -31
leaf_value=0.00051810056286056715 -0.025731985322839181 0.028199447293047953 0.019109367894480853 0.034530947266552467 -0.1061098054944279 -0.11260667192785795 -0.082619160360478935 0.022273472170039416 0.038662694749488871 -0.11101011002113254 0.055993586211655545 0.0022240562959532084 -0.10667873158105519 -0.0010432652847756948 0.093999810070546641 -0.092190222935625149 0.10469455087018914 -0.071366555439695528 0.048206699868793723 -0.1086287134805542 0.02376982738566915 -0.053610755049774285 -0.043396540992370884 0.10685642695950003 0.033063102882549759 0.0084963265188200496 0.02116892119723493 -0.11959806229805625 -0.1970839249729317 0.0015042900657804546
leaf_weight=135.95236161073817 2.2674662582576408 1.9929022440919641 0.1058556661009814 1.0309057484846693 0.28361214636910859 0.33044188636995309 0.62134352641237445 1.1580725833773613 0.33156141375366133 0.79512197559233655 0.93861823669431022 1.1384316504863816 0.25551582789421479 3.2361969493331344 0.99583040783454535 0.52642167853923627 0.64834794960916031 0.72824604064226184 1.9882120675174522 0.4149840951176883 0.5739159201189068 0.63111965541975124 1.4771733067464072 0.34717652201652427 1.905962643051679 1.1901918264616136 3.5415558235701052 1.2460688469000158 0.15061565687938117 5.3930371352015278
leaf_count=2655 32 17 2 9 118 21 69 4 41 18 24 31 52 472 18 38 8 18 24 16 112 9 13 2 22 38 135 28 2 585
internal_value=2.39487e-05 0.000546378 -0.00228164 -0.000481803 -0.0720758 0.000148168 -0.0204518 0.000771064 -0.0368441 0.000474632 -0.0100273 -0.0443405 0.00494823 -0.00877344 0.00340721 0.0213396 0.00651274 0.0184473 0.00335607 0.0216343 -0.0317902 -0.00282262 -0.000854064 -0.00324582 0.00105989 -0.00167556 -0.00742227 -0.0570198 0.00587765 -0.00389116
internal_weight=172.197 140.387 31.8106 29.5431 0.389468 138.394 2.44142 1.82008 0.662003 29.1536 6.36388 1.93355 4.43033 3.49171 22.7898 5.87596 4.88013 4.35371 3.70536 2.97711 0.9889 16.9138 16.2827 15.2518 13.7746 13.4274 11.5215 2.43626 9.08521 5.54365
internal_count=4633 2807 1826 1794 120 2790 135 66 62 1674 597 49 548 524 1077 234 216 178 170 152 128 843 834 825 812 810 788 66 722 587
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=2 1 1 1 2 0 1 1 2 1 0 0 1 2 0 0 1 0 2 2 1 0 2 1 1 2 0 2 1 1
split_gain=0.0291138 0.0609401 0.104287 0.0698374 0.111064 0.0400239 0.028724 0.0595196 0.0266706 0.153002 0.2728 0.474126 0.205577 0.097717 0.446443 0.706316 0.190709 0.0942477 0.0972091 0.0871437 0.126446 0.514096 0.103709 0.173156 0.151448 0.135775 0.465068 0.208513 0.230261 0.172175
threshold=34.823977857500005 0.38906020780000011 0.38512319990000005 0.38045268105000002 33.96174662340001 0.54413041525000005 0.43540612555000008 0.43643902880000007 37.232443001650005 0.39500314360000005 0.52290350590000012 0.5054040298000001 0.3975479776000001 37.765550062200006 0.51809826055000008 0.54191491270000014 0.42307116555000007 0.50101793360000013 35.119813570500007 38.060777288450005 0.37407562650000009 0.52889135055000014 38.324118171300007 0.34422622080000004 0.38976377950000002 38.751720283100006 0.53998383280000006 39.032633164100012 0.39170982905000007 0.37644082515000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 9 10 11 17 -11 14 -10 -16 -17 18 -2 20 -15 -22 23 -21 -25 26 29 28 -27 -24
right_child=8 5 -4 -5 -6 6 7 -9 13 12 -12 -13 -14 19 15 16 -18 -19 -20 22 21 -23 25 24 -26 27 -28 -29 -30 -31
leaf_value=-0.056809648792473078 -0.016418653430745 0.064058594691275159 -0.10353110313053444 0.10041400556390814 0.067127512724353744 -0.10180726325038406 0.096683593002429194 -0.10083571818502722 0.072008637809589937 -0.0099502372851001109 0.02926753476309479 -0.062802732674768269 -0.094255005857454027 0.0028398436918888187 -0.075454641793479146 0.057215818079419146 -0.0047469850447593651 -0.021157328799045 0.01663548717277882 -0.011261999226341213 -0.11914666723184 0.024262648048826579 -0.019841966538660247 0.066253707882656873 0.0094576387474664663 0.042483949334312758 0.01730998126025262 -0.00035834404003279058 -0.0032437533420057191 -0.071048964624055674
leaf_weight=0.17436109141971101 1.175175990909336 0.30940152076072991 0.089159861207008362 0.078865090385079384 0.12353283402626403 0.025357293773595302 0.041210327937733382 0.02422352855603549 1.0411011359683464 0.919301630812696 2.3508628869312815 1.3771136393770573 0.42203754357535672 1.1168023008212906 0.9447163181685031 1.1064594537019732 0.90136291561748283 1.3637606240808962 3.6629043349521453 1.207379446630511 0.49084443941683253 0.50938309154969375 1.3303277885315758 0.92015284113585927 0.95859168053721078 2.4171507031715 2.186859610567808 140.94535282850586 2.0226596863899431 1.2965701840821564
leaf_count=107 10 13 5 7 26 29 2 197 25 16 24 21 162 15 15 6 46 12 111 15 20 34 19 11 45 26 40 3502 43 29
internal_value=1.85742e-05 0.0183065 -0.00627706 0.0167381 -0.00541448 0.0469275 -0.0114526 0.0235622 -7.42344e-05 -0.0047753 -0.000493129 -0.00972438 -0.0364758 0.000258186 0.0157033 -0.00415067 0.0293991 0.00206162 0.00860659 -0.000138734 -0.0202888 -0.046113 0.00013956 0.0182857 0.0372747 -0.000233288 -0.0167565 0.000313802 0.0216516 -0.0451164
internal_weight=171.533 0.866112 0.465919 0.376759 0.297894 0.400193 0.0907912 0.0654339 170.667 11.2712 9.92982 7.57895 1.34134 159.396 3.99364 2.95254 2.00782 6.20184 4.83808 155.402 2.11703 1.00023 153.285 3.08612 1.87874 150.199 4.81376 145.385 4.43981 2.6269
internal_count=4633 386 145 140 133 241 228 199 4247 356 178 154 178 3891 92 67 52 133 121 3799 69 54 3730 71 56 3659 88 3571 69 48
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 1 0 0 0 1 0 0 1 1 1 0 0 0 0 0 0 2 0 2 1 2 0 2 1
split_gain=0.0258042 0.229562 0.168901 0.226915 0.160447 0.204933 0.197748 0.100067 0.29307 0.367756 0.436054 0.326241 0.163056 0.189932 0.67891 0.346588 0.669278 0.198292 0.241931 0.193481 0.573243 0.180475 0.833776 0.235878 0.34255 0.201738 0.176336 0.165541 0.136806 0.117901
threshold=0.36880632320000012 0.36551300860000008 0.50291907430000016 0.50035927070000008 0.37227927305000003 39.852039223600009 0.37407562650000009 0.49688632075000011 0.50291907430000016 0.5132031975000001 0.38334181610000007 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.39019789825000006 0.5218855723000001 0.52252926560000013 0.52324780695000006 0.52688542260000015 0.52432561900000019 0.52812790035000023 41.909642283050012 0.53146612375000013 41.16018805045001 0.39500314360000005 42.686561923500008 0.5276039639500002 43.940903692500008 0.39670967935000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -2 -6 -8 -9 10 -10 -11 -13 14 -14 -15 -17 -18 -19 20 -20 22 -21 24 -23 -25 -24 -28 -26 -22
right_child=4 -3 -4 -5 6 -7 7 8 9 11 -12 12 13 15 -16 16 17 18 19 21 29 23 26 25 28 -27 27 -29 -30 -31
leaf_value=-0.00028372719078380418 0.053763011498896521 -0.032320970718037766 0.025479242631058403 -0.036378422061163637 -0.062567444730949481 0.0016569814163182369 -0.048515249440921004 0.065482892706991258 -0.085423715399308431 0.038791159925944119 0.032760626070862699 -0.037226545051668017 -0.016554026879709492 -0.040037722158203906 0.061221200845465007 0.097212444479632829 -0.045331659267351748 0.034150382257776578 0.01292418375763706 0.075040987325036695 -0.10900107054937001 -0.0070396847109581917 -0.11811703691468947 0.050750536641874469 -0.12576633668862758 -0.00012679873804570958 0.10153181023318847 -0.10606984668348032 -0.014481761459420532 -0.016461676248716261
leaf_weight=93.372309726079848 1.310743271838873 2.289310642694999 2.4797431222395963 1.7748179715126742 0.49417411664035071 1.7796285392250863 0.40698768781385197 0.70225466653209778 1.0133590170007654 2.2829059084906467 0.45119263980996027 1.1364604509799381 2.3375793795858035 2.1402563326410009 2.1589290623087436 0.7133216625697959 0.95992080685456826 2.0573117945760933 1.2794059504144564 1.2642139093368303 0.72470483486540604 1.3547434068750579 0.34104289324022818 0.79319654487699054 0.44579724594950665 44.678123431896168 0.087364502251148224 0.068546746191032071 0.14685868107847 0.16996864859407879
leaf_count=1743 16 51 39 20 33 34 39 26 39 29 26 26 37 28 24 9 11 26 38 35 63 41 10 35 55 1950 2 68 32 48
internal_value=1.75103e-05 -0.00101954 -0.00028553 -0.000957016 0.00147079 0.0237571 0.000461053 0.00092103 0.00121996 0.000542397 -0.049014 0.00165657 0.000307893 0.000999006 0.0207885 -0.000555982 0.000978043 -0.000284502 0.000525097 -0.000821979 -0.0300156 0.000468574 0.0319018 -0.00069888 -0.0347797 0.0007607 -0.0778411 0.0102593 -0.0981903 -0.0914206
internal_weight=171.215 99.9162 97.6269 95.1471 71.299 3.09037 68.2086 67.7144 67.3075 66.6052 1.46455 65.1407 62.8577 61.7213 4.49651 57.2248 55.0845 54.3712 53.4113 51.354 2.17408 49.1799 1.76117 47.4187 1.9474 45.4713 0.496954 0.155911 0.592656 0.894673
internal_count=4633 1853 1802 1763 2780 50 2730 2697 2658 2632 65 2567 2538 2512 61 2451 2423 2414 2403 2377 149 2228 115 2113 128 1985 80 70 87 111
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 1 1 1 1 0 0 0 1 1 0 0 1 1 1 2 0 2 2 2 0 1 0 2 1 2
split_gain=0.0228313 0.295144 0.682183 0.165997 0.757928 0.384405 0.554564 0.116459 0.472285 0.463544 0.124534 0.113905 0.175268 0.137867 0.190477 0.263051 0.123823 0.113855 0.104084 0.360163 0.0964622 0.146084 0.0912089 0.307494 0.783545 0.288734 0.244546 0.16582 0.134163 0.778349
threshold=0.48458129995000004 0.48368312325000012 42.759119507950011 0.34494476210000008 0.34521421515000011 0.34527409360000011 0.34566330350000002 0.34708541665000009 0.35585760905000008 0.47976108500000009 0.47880302985000006 0.48588365620000007 0.34626208795000007 0.3465914194000001 0.48634771415000005 0.48654231910000006 0.34708541665000009 0.36166581840000006 0.3459626957000001 41.808689985400001 0.47396784530000008 44.749265482150008 42.684965421050009 42.455548714850003 0.47568935060000012 0.34575312120000007 0.48001556840000009 42.783136484500005 0.34515433670000012 43.895345911700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -2 -5 -6 -7 18 -9 10 17 -8 -13 -14 -15 -16 -17 20 22 -20 21 -10 23 -1 -25 27 -27 -24 -29 -30
right_child=3 2 -4 4 5 6 11 8 9 -11 -12 12 13 14 15 16 -18 -19 19 -21 -22 -23 25 24 -26 26 -28 28 29 -31
leaf_value=-0.00053427331426616597 -0.029599686256046611 -0.087521702912402785 0.015508191356466068 0.11464993183416128 -0.093978990011893082 0.063867142749069836 0.024301004460670829 0.091256192239878076 -0.10434958118657055 -0.11666329283113833 0.10309545012191755 -0.029244162317116337 0.033261581144819273 -0.06841845566730291 0.10823186345384395 -0.036395816655863576 0.00046694284061591062 -0.022605382448193094 0.028152751478079826 -0.029516399862195078 0.10159664770182415 0.082345965936834187 0.028291994581885329 0.049418469481302019 -0.10967353008789094 -0.0059582304088774615 0.10945841989625134 0.0062072298209141317 -0.049991222765458324 0.038642822381357168
leaf_weight=44.8775453302774 1.7397268810309459 1.2509475713595741 1.321593254804611 0.58907665312290092 0.42538122832775016 1.3956337990239251 1.9465834058573808 0.68283488186501218 0.077530543278704789 0.31659866028348904 0.15880691260099411 2.0240916572511187 1.2672895286232222 0.40453813225030799 0.22547065204707806 0.9208722859621038 86.970525936906142 0.52522926824212846 1.4818507805466641 4.0231183744617738 0.18153796344995499 0.091227697499562055 2.3477058211457527 0.49759371638617611 0.81929947645403445 0.29433889573556449 0.48785197734832764 9.2205918668420122 2.5400345412999732 1.6243784070247782
leaf_count=724 21 22 19 4 9 18 13 29 32 14 2 13 18 3 2 7 2988 51 29 46 4 60 19 20 31 17 57 272 71 18
internal_value=1.67322e-05 -0.00132416 -0.0345921 0.00101403 0.00156784 0.0008709 0.00129492 -0.000105867 0.0234748 -0.0107856 0.0216225 0.000363513 -0.000144002 0.000511998 4.31489e-05 0.000357451 8.07174e-05 0.00684457 -0.000808911 -0.0139928 0.0510014 -0.0034253 0.000348441 -0.00193188 -0.0495599 0.0067268 0.0660271 0.00377854 -0.000521071 -0.0154185
internal_weight=170.73 72.8206 2.57254 97.9092 96.1695 95.5804 95.155 70.2481 2.03377 1.35093 1.03433 93.7594 91.8128 89.7887 88.5214 88.1169 87.8914 0.875525 68.2143 5.50497 0.350296 0.168758 62.7093 46.1944 1.31689 16.5149 0.782191 15.7327 13.385 4.16441
internal_count=4633 1537 41 3096 3075 3071 3062 1496 192 163 149 3044 3031 3018 3000 2997 2995 147 1304 75 96 92 1229 775 51 454 74 380 361 89
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 1 0 1 2 2 1 1 2 2 1 2 0 2 2 1 0 1 1 2 2 2 2 2 1 0
split_gain=0.0226558 0.12881 0.44404 0.631275 0.158325 0.238484 0.101329 0.200808 0.62901 0.302137 0.379537 0.268127 0.242072 0.231189 0.194854 0.177383 0.214902 0.0807242 0.332568 0.281806 0.204806 0.536785 0.560647 0.314921 0.772361 0.511445 0.36108 0.50918 0.216226 1.11695
threshold=0.53998383280000006 0.54353163080000011 38.396531328800009 40.767054867700004 0.54504356155000011 0.41917906650000009 0.53634621715000008 0.39563186730000005 43.61821939175001 40.371455563000005 0.40115565405000009 0.39900002995000006 44.202975721700007 36.772607578000013 0.39431454150000006 45.321989007550009 0.53146612375000013 40.574766824850009 40.408647214050006 0.39078171310000004 0.48149755995000004 0.34569324270000007 0.35331277505000008 38.751720283100006 39.354247760400007 38.171717059500004 39.746231405950006 40.21994457600001 0.34479506600000004 0.47811442770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -3 7 14 9 10 11 13 -10 -9 17 -14 -17 18 19 20 21 28 -23 25 -25 -22 -26 -28 29 -1
right_child=1 4 3 -5 -6 -7 -8 8 12 -11 -12 -13 15 -15 -16 16 -18 -19 -20 -21 23 22 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.006182689677579515 0.024697365294771609 -0.0086905502149048509 -0.090699544532036921 -0.004673950155995042 -0.0025228483759711885 0.041737767900823348 0.010522932102693212 0.0012278709246765921 0.069695608056208294 -0.10533029350018053 -0.10986290797476719 0.026829206006863473 -0.1062614468399032 -0.10818741734484914 0.033216512853931839 -0.10110594341802133 0.05368794147885108 -0.0018525148481384807 0.034886263838277372 -0.044253984055118462 0.0045293832052544086 -0.13776606825212026 0.0029509721955875939 0.060732736660859092 -0.024702247709887132 -0.053931028712383845 0.035657371556457672 -0.021409666855884548 0.012993544469185575 -0.098388327344106213
leaf_weight=5.422409351373302 1.7742281017708474 1.6834671062679292 1.3471265975385907 2.3257214699551696 24.700743980498981 2.1172296787844971 9.5597167478153988 0.39514667051844277 0.79462085355771683 0.699810895948758 0.46771465519123001 0.96332373987024766 0.15429928684534389 0.3777001100970665 1.8041968700126734 0.11793314072930627 0.37447220436297357 76.614960451759245 3.1394256122293873 1.324879555213555 10.981024078020711 0.61536833299760363 0.52443276294586383 3.2755018037278196 2.9340622862800938 1.732616088236681 4.7816449068486691 2.3231299119070172 5.7037260567335579 1.2585097979754207
leaf_count=203 15 23 18 32 1730 33 75 12 46 71 33 14 86 50 19 92 12 1506 55 40 147 16 43 29 36 25 48 32 77 15
internal_value=1.9425e-05 -0.0022921 -0.0163822 -0.0362264 0.00040075 0.0194012 0.000594989 -0.000153612 -0.0212798 -0.0480862 -0.0299092 -0.00837015 0.0327243 -0.0522448 0.000596119 -0.0127031 0.0166142 0.00010824 0.00352111 0.00111222 0.00263185 -0.00735078 -0.0730209 0.00781894 0.0185676 -0.00343761 0.00480987 0.0169975 -0.00130694 -0.0135157
internal_weight=170.289 33.9485 5.44708 3.67285 28.5014 3.8007 136.341 126.781 4.34502 2.9037 2.20389 1.73617 1.44133 0.772847 122.436 0.646705 0.492405 120.632 44.0167 40.8773 39.5524 13.5244 1.1398 26.028 13.3143 12.7136 10.0388 7.10477 12.3846 6.68092
internal_count=4633 1851 65 50 1786 56 2782 2707 416 180 109 76 236 62 2291 190 104 2272 766 711 671 354 59 317 145 172 116 80 295 218
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 0 1 2 2 1 0 0 1 0 2 2 0 0 1 2 2 1 2 0 0 2 0 1 0
split_gain=0.0219031 0.112558 0.0983085 0.0967697 0.430256 0.365687 0.351934 0.179969 0.150862 0.378323 0.357849 0.234889 0.462486 0.448019 0.211167 0.227985 0.257588 0.588299 0.16765 0.444967 0.154636 0.15277 0.222287 0.129538 0.161402 0.10645 0.296477 0.18406 0.0898243 0.0714989
threshold=0.47721625100000004 0.47709649410000005 0.34422622080000004 38.983591653800012 38.238138001450004 38.171717059500004 0.47500074850000013 0.34422622080000004 42.720329370750001 42.546237522150008 0.34482500525000009 0.47500074850000013 0.47697673720000006 0.34548366815000003 0.47396784530000008 39.032633164100012 42.498713093000006 0.46482141255000003 0.41212837940000008 0.32012514595000008 41.873095646600007 43.022303514600004 0.34422622080000004 43.968221017800005 0.47550971530000002 0.46735127690000006 37.345948426100009 0.4560492201000001 0.34545372890000009 0.4413939702500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 25 9 11 21 14 13 -13 15 -5 17 18 -17 -20 -21 -10 -23 -12 28 26 27 29 -25 -1
right_child=2 -3 -4 8 -6 -7 -8 -9 10 -11 23 12 -14 -15 -16 16 -18 -19 19 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0047482761109662944 0.033589720806676736 -0.030323825231089865 0.00021169613801982364 0.090669127646856945 -0.11999005570150056 0.10153357964254513 -0.098744861899081909 -0.059838135241724794 -0.054347701123901283 0.090196332278403693 -0.10750100349644549 -0.11337587497791882 0.037140268006598691 0.00012385529097210665 0.062474275776588623 0.095008180068321013 0.10711883631087118 -0.11187203850858173 -0.11421821907926986 0.060709791384734452 -0.030605897458395055 -0.00041779337081446818 0.069115286480823865 0.10308073207411672 -0.10741836491218107 0.029032631894189961 -0.12710499774479941 0.10059742768787638 -0.021151158903649426 -0.10409390258403291
leaf_weight=0.20174624031967248 0.88760478262338338 1.4179515494033683 150.72777842570844 0.28614779002964397 0.35591625003053184 0.29739651270210732 0.42641881853342045 0.41616256283544562 0.45611890809624345 0.59345405448118516 0.41914544634619222 0.6705688930815088 0.91041073203086842 0.72249441407620907 0.97187462775036682 0.2297695418667306 0.18758915074215554 0.47537816275143985 0.25840197259094544 0.64689086204725754 0.25997464038664475 5.1196016476451476 0.50512168649584044 0.085232526063919067 0.16492222429951653 1.3088953580590894 0.18621541661559604 0.18232606339734048 0.1835085653438 0.086116106249392033
leaf_count=99 15 17 3638 2 15 2 4 77 19 12 77 53 12 7 13 56 4 28 7 95 26 213 14 1 13 11 23 9 65 6
internal_value=1.53039e-05 -0.00328012 0.000407102 -0.00097117 -0.0158479 -0.00391148 -0.0150797 -9.88076e-05 0.00294552 0.0142621 -0.00719479 0.00624298 -0.0182871 -0.0545107 0.0232828 0.00703419 -0.00459453 -0.0157986 0.0169398 0.00154612 0.034532 0.00131292 0.00582654 -0.0678579 -0.029542 0.0125513 -0.0203131 0.0219812 0.0182496 -0.0278127
internal_weight=169.641 18.0258 151.615 16.6078 3.46119 3.10528 2.80788 2.38146 13.1466 6.21295 6.93365 5.6195 2.30347 1.39306 3.31603 2.34415 2.058 1.87042 1.39504 1.16527 0.906866 6.08084 5.62472 0.852809 0.433663 1.9653 0.656404 0.470188 0.268741 0.287862
internal_count=4633 980 3653 963 246 231 229 225 717 315 402 303 72 60 231 218 216 212 184 128 121 246 227 156 79 148 137 114 66 105
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 1 1 1 1 0 2 0 0 2 2 0 2 1 1 0 1 1 1 1 0 1 2 2
split_gain=0.0216953 0.374392 0.193741 0.0650525 0.0867086 0.064978 0.21304 0.343746 0.193452 0.473176 0.353953 0.285571 0.195711 0.145876 0.131779 0.0994707 0.0858501 0.258798 0.10328 0.0820013 0.0623315 0.109044 0.113711 0.130804 0.0596232 0.177751 0.162169 0.110907 0.284418 0.108278
threshold=43.930205408700004 43.895345911700005 43.968221017800005 43.940903692500008 0.39900002995000006 47.927946529500012 0.34479506600000004 0.34488488370000009 0.40651477500000005 0.3584174126500001 0.44618424600000006 0.60134427115000011 47.079243513300007 0.47648274005000008 0.47774018740000007 45.711398460000005 48.823707093150006 0.39672464895000009 48.96897326980001 0.39078171310000004 0.36042334060000009 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.46636328255000009 0.45824975300000009 0.58745247150000013 0.4529056016000001 37.817254840650008 41.559097512700014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 -2 -5 6 13 -8 9 14 -10 -12 -11 -4 -9 -13 19 -18 -19 -7 -20 -22 -23 -24 25 27 -26 -1 -29 -27
right_child=2 -3 5 4 -6 16 7 8 10 12 11 15 -14 -15 -16 -17 17 18 20 -21 21 22 23 -25 26 29 -28 28 -30 -31
leaf_value=-4.0072542401741507e-05 -0.13913048174975343 0.058812960940294007 -0.017019064934836587 0.10045608264773438 -0.10176618509584644 0.033860578046085853 0.10522230529434498 -0.027117749268939142 0.05648067581046004 -0.11371681061516113 -0.075681372753338638 0.072959425103128445 -0.026010849815242095 -0.12208513469724461 0.01732105883391042 -0.017414245692910054 -0.04885698259046517 0.032666007753549171 -0.013047896801656567 -0.0093332896846531968 0.098641068409570168 -0.10174231800872585 0.088208463329104217 -0.0059124996991850275 -0.10329429465019722 0.011416573866670313 -0.0030678816221588931 0.0043694710622754797 -0.10534480029372986 0.062594183318206265
leaf_weight=150.22379562196801 0.1358152137779588 1.0878691010009323 0.26084726946601033 0.032729156479717858 0.060209805451449938 1.503706516698003 0.27479436248540867 1.1230428979906726 1.0432382952826631 0.64539874767797278 0.54688966451794818 0.25357864239413175 0.41998790900106542 0.26783395512029529 1.6443629525601862 0.23433973467945179 0.98066788940923277 1.2232930121026582 1.8462032137722419 0.62104184724739742 0.14298236230388262 0.090396027009774116 0.19373671425273642 0.6207804531565273 0.20714294698110691 1.0234116035243221 0.73164147105175914 0.70273221826641818 0.35597163381498831 0.69358361291961035
leaf_count=2723 62 16 69 12 62 25 2 28 83 185 34 15 31 6 17 45 30 26 22 44 3 39 12 260 75 61 555 20 56 15
internal_value=1.24018e-05 0.000354706 -0.00373365 -0.0950169 -0.0305521 -0.00223539 -0.00931727 -0.00410971 -0.00919255 -0.0225134 0.0153767 -0.0260621 -0.0791421 -0.0702463 -0.000712685 0.0295543 0.00434793 -0.00269039 0.00830543 0.0212355 -0.00199143 0.0174881 0.00466537 0.0164746 -5.84141e-05 9.57461e-05 -0.0251829 -0.000267374 -0.0325201 0.0320899
internal_weight=169.192 155.026 14.1659 0.228754 0.092939 13.9371 6.71431 6.18563 5.91084 3.83279 2.07805 1.03481 1.06539 0.528681 2.76741 0.487918 7.22281 5.09806 4.11739 2.12475 2.8941 1.0479 0.904913 0.814517 153.938 152.999 0.938784 151.282 1.0587 1.717
internal_count=4633 3521 1112 136 74 976 515 440 438 261 177 94 216 75 45 60 461 392 362 69 336 314 311 272 3505 2875 630 2799 76 76
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=1 2 1 2 2 0 0 0 2 2 2 1 0 1 1 0 1 1 1 2 0 0 0 0 2 2 2 0 1 0
split_gain=0.0262218 0.0870203 0.185089 0.125876 0.0520321 0.675892 0.166937 0.156419 0.165747 0.195738 0.136642 0.434825 0.0986689 0.10125 0.11522 0.0689517 0.0570745 0.0663121 0.0717015 0.0568424 0.150154 0.28058 0.499889 0.440161 0.246806 0.173377 0.169155 0.219596 0.258484 0.167637
threshold=0.31100865245000009 49.292797572200008 0.31060447290000009 49.247968080500009 48.823707093150006 0.39672464895000009 0.41160444300000004 0.43572048740000008 39.571921479100006 39.476991512000005 48.96897326980001 0.36042334060000009 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.43486721955000007 0.4529056016000001 0.45628873390000008 0.48522499325000007 44.279556297950009 0.58984760935000013 0.47943175355000006 0.47774018740000007 0.50386215985000016 44.749265482150008 48.393869453650005 47.927946529500012 0.55688452445000014 0.4172030777500001 0.51017933595000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -2 8 9 -8 -7 -12 -13 -14 -15 -10 -16 -18 -19 -9 21 22 24 -23 -21 26 27 28 29 -25
right_child=4 -3 -4 -5 5 10 7 19 15 -11 11 12 13 14 16 -17 17 18 -20 20 -22 23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.022278588403904745 0.034535046465030285 -0.0052690971977721037 0.070675200927375503 -0.10270941722940385 -0.13622351212681647 0.029774392139591734 -0.045833134219820743 0.00037465282302455682 -0.11129113929102621 0.10257413059149945 -0.1143170008718964 0.097291537902733899 -0.10157533797300178 0.085395101959783892 -0.10126502035271828 -0.041791046249275543 0.10218821426921197 -0.10754617161922234 0.0065527588023943225 -0.11280364799254475 0.021829737120729765 -0.13216255003038752 0.091850226809560953 0.088175833288738723 -0.0025526290375343721 -0.10635649168943236 0.059943065473970915 -0.10626510075281528 0.073758739024876674 -0.068455180896721257
leaf_weight=0.22738177785188818 1.3959028166752592 1.3656822589109652 0.55488841606711503 0.12480201065773144 0.38841667165979687 1.2086949180666127 0.23254840268978583 156.3694160934713 0.2699367611062371 0.14384390413761139 0.34017021688123339 0.1310815238393841 0.081921326385781867 0.18078668850648683 0.056372194864223957 0.30296503359932103 0.061601892113685608 0.062962164825876243 0.43974228321440023 0.25568796793231674 1.1052995634745455 0.4543901559204645 0.51600486785173405 0.081284544896334188 0.98617301443300676 0.20374467968940724 0.29241014982108016 0.257856080919737 0.29778387579972332 0.42876370568046696
leaf_count=181 76 11 11 10 8 26 94 3307 91 2 16 3 39 12 95 32 1 17 147 14 92 38 5 3 83 9 14 30 22 144
internal_value=9.22842e-06 0.0106779 0.0346877 -0.0220129 -0.000136361 -0.0132951 0.000101063 -0.000195282 -0.0406687 0.0108829 0.00533204 -0.016477 0.0163306 0.0043172 0.0151409 -0.0745377 -0.00532217 0.00426218 -0.00773778 4.29911e-05 -0.0105857 -0.0200791 0.00912202 -0.0455382 -0.0252523 -0.0203364 -0.00743153 -0.0259182 -0.00027184 -0.0434935
internal_weight=168.819 2.27275 0.907072 0.352184 166.546 2.95175 163.594 162.198 0.949294 0.376392 2.56333 1.35464 1.01447 0.883387 0.801465 0.572902 0.620679 0.564306 0.502704 161.249 4.8794 3.7741 1.75787 2.01623 1.24186 1.56184 1.3581 1.06569 0.807832 0.510048
internal_count=4633 213 202 191 4420 364 4056 3980 219 96 356 330 314 311 272 123 260 165 164 3761 454 362 102 260 97 222 213 199 169 147
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=2 1 1 1 2 1 0 1 0 0 1 2 0 2 1 1 2 1 0 0 0 1 2 1 2 0 1 0 1 0
split_gain=0.0255197 0.0549258 0.0964349 0.062085 0.0953978 0.037562 0.0679062 0.0519514 0.0233755 0.138639 0.374014 0.31321 0.139299 0.211277 0.0838564 0.276108 0.222252 0.179629 0.0960662 0.105767 0.0702883 0.445918 0.467224 0.27985 0.308506 0.713831 0.113575 0.369617 0.106769 0.0864413
threshold=34.823977857500005 0.38906020780000011 0.38512319990000005 0.38045268105000002 33.96174662340001 0.39346127360000005 0.5380527529500001 0.43643902880000007 0.53998383280000006 0.54353163080000011 0.42209814075000007 40.767054867700004 0.54504356155000011 40.00488309970001 0.41808628485000005 0.41625999220000004 39.788107623550012 0.41861022125000008 0.52949013500000019 0.52889135055000014 0.55484865720000009 0.42307116555000007 41.16018805045001 0.41997245590000004 38.110427674550003 0.54585192060000021 0.42991227810000004 0.55688452445000014 0.41997245590000004 0.55980359870000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -7 -8 14 10 11 -10 13 -11 15 -2 -16 -18 19 -19 21 23 -23 24 -14 -26 27 -22 -29 -28
right_child=8 5 -4 -5 -6 6 7 -9 9 12 -12 -13 20 -15 16 -17 17 18 -20 -21 26 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=-0.053570069088114174 0.00025738740607560921 0.1016973472952115 -0.10327705270650406 0.10037248142784434 0.064304636042309668 -0.10175123746916447 0.060265075027562336 -0.10076367527499185 -0.06597387159882144 0.045709104997277247 0.019490089116397474 -0.0056883858564792467 0.03370655421688145 -0.0023203626752652498 -0.11564795575067749 0.039840801476792809 0.011533314901391697 -0.10072479180791299 -0.10555714342286469 0.10199713018979553 0.0092500866138318684 -0.082429185410438977 0.0011875674447881328 0.04457173667226344 0.051436801816089561 -0.12830485398350305 0.024792497969092796 -0.012923326955731307 -0.11165570665964582 0.00073842003389909072
leaf_weight=0.16518418241098842 130.66858839640062 0.090742189437150955 0.083277314901351929 0.070409121923148632 0.11749645497184247 0.035419620922766626 0.22883094484859612 0.021957501759153786 1.7724608661956147 1.6057184026576607 1.8077996901702134 1.6773852183978304 0.72084431917756153 2.1318572950767702 0.21877016982762043 1.7862784311291751 1.1352273027878252 0.047314319423037321 0.24082624992115598 0.056433442980051041 1.1600380462732598 1.3823632889170769 1.2935814592055974 1.5097282286733387 0.37717111641541123 0.53346061008096513 1.6566328662665935 0.14467916054718433 0.45081618175026961 15.215983092555346
leaf_count=107 2481 2 5 7 26 7 35 197 22 15 17 23 7 39 12 12 7 88 26 1 21 39 25 21 4 47 45 47 32 1216
internal_value=4.19883e-06 0.017675 -0.00647817 0.0163522 -0.00457534 0.0456353 0.0278609 0.0461664 -8.15559e-05 -0.00244702 -0.0173544 -0.0366618 0.000334035 0.0183138 0.000508084 0.000791207 -0.0215699 -0.00766162 -0.0709009 0.0095455 -0.00241499 -0.0120106 -0.0420079 0.0135436 -0.015169 -0.0538583 0.000581505 -0.0236256 -0.0876681 0.00310016
internal_weight=168.407 0.813317 0.436367 0.35309 0.282681 0.37695 0.286208 0.250788 167.594 33.4405 5.25765 3.44985 28.1829 3.73758 134.153 132.455 1.69857 1.4798 0.344574 0.103748 24.4453 5.81715 2.67594 3.1412 1.63148 0.910632 18.6281 1.75553 0.595495 16.8726
internal_count=4633 386 145 140 133 241 239 232 4247 1620 62 45 1558 54 2627 2493 134 122 115 89 1504 143 64 79 58 51 1361 100 79 1261
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=1 2 1 2 2 2 0 0 0 2 2 2 1 0 1 1 0 2 1 2 0 0 0 0 0 1 2 2 2 2
split_gain=0.0216055 0.0737421 0.155861 0.113931 0.0528431 0.043635 0.593603 0.136494 0.133206 0.14328 0.172303 0.112672 0.390193 0.0878848 0.0894143 0.101278 0.0699896 0.0581547 0.0552806 0.0472723 0.126323 0.403272 0.436014 0.250238 0.182799 0.194541 0.150702 0.130937 0.123619 0.0587656
threshold=0.31100865245000009 49.292797572200008 0.31060447290000009 49.247968080500009 48.823707093150006 48.823707093150006 0.39672464895000009 0.41160444300000004 0.43572048740000008 39.571921479100006 39.476991512000005 48.96897326980001 0.36042334060000009 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.43486721955000007 35.771221912400001 0.50491003265000012 44.279556297950009 0.54191491270000014 0.47943175355000006 0.47774018740000007 0.50386215985000016 0.50730517050000012 0.4172030777500001 45.044778924400006 47.309807198350008 45.711398460000005 43.735142172100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -2 9 10 17 -8 -13 -14 -15 -16 -11 -9 -17 29 21 22 26 -23 -25 -26 -21 28 -22 -10
right_child=5 -3 -4 -5 -6 6 11 8 19 16 -12 12 13 14 15 18 -18 -19 -20 20 27 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0086208520273323621 0.031385914501666265 -0.0047660670743094801 0.066052380188740142 -0.10244562638224836 0.10069181991640386 -0.13198985465064586 0.027151612869789545 -0.0011629573783309363 -6.9107040555540521e-05 -0.11015752450911881 0.10232258247315595 -0.11285512495896906 0.095791885643030636 -0.10143334818408799 0.08261682038182791 0.0047835865077813684 -0.038189656050180321 -0.10462969636297453 -0.1006313730350285 -0.077352218164857489 0.026382831569487897 -0.12961692686613199 0.089291241396638854 0.068035162757592055 -0.10369007539134655 0.0090919926386862863 -0.00042999515353096265 0.04212492652286625 -0.043822279905871508 0.0098193614739921636
leaf_weight=0.1668026167307054 1.3811697415635524 1.3661876651458442 0.53520529199158773 0.11322989899781533 0.060177214443683624 0.36221054755151216 1.1952055758010831 0.13824807064432221 149.71645345380233 0.24669111684943346 0.13042624294757843 0.31165203395721597 0.12034036032855511 0.072873743029049365 0.16995799279538915 0.54753530341290002 0.29881531220598845 0.089485039445207804 0.0547186913272526 0.36212170182261549 0.45230013110995038 0.41887909588740491 0.47947622835636128 0.14388834596866218 0.36855914067928097 0.26143126889655832 0.85851942148292437 0.77045325444032631 0.56302231349400245 6.2612040795102066
leaf_count=178 76 11 11 10 3 8 26 23 3064 91 2 16 3 39 12 186 32 71 74 22 26 38 5 6 140 21 75 67 54 243
internal_value=8.80783e-07 0.00975271 0.032411 -0.0205125 0.0203603 -0.000130983 -0.0124318 8.30006e-05 -0.000184607 -0.0384706 0.0106712 0.00508444 -0.015568 0.0158375 0.00445201 0.0144444 -0.0707353 -0.041819 -0.00479405 3.07457e-05 -0.00987359 -0.0227837 0.00848939 -0.0673593 -0.033661 -0.0568882 -0.0232501 0.0110402 -0.0125477 0.000327833
internal_weight=168.017 2.2416 0.875415 0.34021 0.22698 165.776 2.83449 162.941 161.56 0.903666 0.358159 2.47228 1.27708 0.965426 0.845086 0.772212 0.545506 0.227733 0.602254 160.656 4.67865 2.89288 1.70012 1.19276 0.773879 0.62999 1.22064 1.78578 1.01532 155.978
internal_count=4633 213 202 191 181 4420 364 4056 3980 219 96 356 330 314 311 272 123 94 260 3761 454 307 102 205 167 161 97 147 80 3307
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 1 2 1 2 1 1 0 0 2 2 0 0 0 0 0 0 1 0 2 2 2 2 2 2
split_gain=0.0181503 0.135117 0.121782 0.173706 0.0955799 0.274437 0.122932 0.302331 0.0898831 0.0890646 0.281839 0.537134 0.387075 0.300729 0.246522 0.228491 0.384345 0.282473 0.249211 0.179442 0.216028 0.423366 0.170833 0.186496 0.431271 0.305002 0.708352 0.164651 0.131392 0.121846
threshold=0.41808628485000005 0.4172030777500001 0.41917906650000009 0.53998383280000006 0.40437412050000004 0.53938504835000012 0.41625999220000004 43.968221017800005 0.42111014640000005 42.546237522150008 0.42039160505000012 0.42473279245000012 0.54284302865000023 0.54353163080000011 42.477827694800006 43.276780833950006 0.56859076075000015 0.58249753000000004 0.55788748840000013 0.54191491270000014 0.54353163080000011 0.54413041525000005 0.42209814075000007 0.55484865720000009 42.455548714850003 41.11191809080001 39.065416244600009 42.409092016550012 40.00488309970001 42.320906304050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 8 -1 6 7 -6 -4 14 -11 -12 -13 -14 19 16 -15 -18 -17 -5 -21 -22 28 25 27 26 -24 29 -23 -25
right_child=2 -3 3 9 5 -7 -8 -9 -10 10 11 12 13 15 -16 18 17 -19 -20 20 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00046033126388019934 -0.024897514609960075 0.0267700416684046 0.013469305149538473 0.040646630447339557 -0.1115692321494666 -0.08081249334324106 0.018743307613972603 0.035901678987310316 -0.10489198644689589 0.0966434392010323 -0.15276380904123715 -0.12337246631313842 0.10486049766007849 -0.11322606537354436 0.063145847906206684 0.096583005800633379 -0.03730659130882661 0.070134135329025127 -0.00055975580622521549 -0.038486670963798604 0.10502192905268803 0.047773149462848635 0.0075867443931874265 0.0042641997069115456 -0.11827949966572392 0.0088055860727319826 -0.11901732246118105 0.070480528561058561 0.0032754198508091383 -0.050878986592673398
leaf_weight=132.84377553652243 2.1951036078389832 1.9287653783976555 0.087801739573481252 1.1092474902980125 0.28121643979466093 0.56253570315777768 1.1323850750923157 0.27492578323654016 0.23826818290395124 0.23704859288409252 0.26843642323183292 0.27638667076826084 0.25094496458768834 0.47814450680743892 0.66874734656994306 0.28855953560560044 0.8802837445400653 0.33891519797498404 3.1138257145257739 1.405044879065829 0.39181961864233272 1.2069526221876032 0.91904008591018216 11.464023218482424 0.29356373939663249 1.4297444662079213 0.85127574112266302 0.36548688834045684 1.4739695361349729 0.41522245704254679
leaf_count=2655 32 17 2 11 21 69 4 41 118 6 17 3 2 15 12 12 19 56 467 14 4 15 27 904 6 16 20 7 28 13
internal_value=-2.75924e-06 0.000489297 -0.00220269 -0.000451809 0.000114083 -0.0203193 -0.000165922 -0.0386678 -0.0730205 0.000389473 -0.0102673 -0.014566 -0.00797337 -0.00201248 0.00336087 -0.00727143 -0.0372401 -0.00744002 0.00767901 0.00148606 -0.00066266 0.0021625 -2.55482e-05 -0.00400031 0.00149908 -0.0255477 -0.0532922 0.00437074 0.0233083 0.00233675
internal_weight=167.671 137.024 30.6479 28.4528 135.095 2.25106 1.68853 0.556142 0.32607 28.1267 6.13255 5.8955 5.62706 5.35067 21.9941 5.09973 1.69734 1.2192 3.40239 21.3254 20.2161 18.8111 18.4193 15.7384 12.5383 3.20006 1.77032 12.2447 2.68092 11.8792
internal_count=4633 2807 1826 1794 2790 135 66 62 120 1674 597 591 574 571 1077 569 90 75 479 1065 1054 1040 1036 993 930 63 47 924 43 917
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=2 1 1 1 2 0 1 1 2 0 0 1 1 1 0 0 2 2 2 2 1 2 2 0 0 1 2 1 0 2
split_gain=0.0255863 0.0527657 0.0866012 0.0565876 0.0796196 0.0341947 0.0257384 0.0488643 0.0247808 0.148885 0.634822 0.532722 1.02836 0.183152 0.238367 0.336347 0.320729 0.0782326 0.0931833 0.264325 0.186031 0.254783 0.0739036 0.428656 0.608115 0.165876 0.0665823 0.124779 0.458893 0.0708162
threshold=34.823977857500005 0.38906020780000011 0.38512319990000005 0.38045268105000002 33.96174662340001 0.54413041525000005 0.43540612555000008 0.43643902880000007 37.232443001650005 0.50101793360000013 0.50291907430000016 0.36551300860000008 0.36880632320000012 0.39078171310000004 0.52863686715000002 0.5296248615500001 35.119813570500007 35.119813570500007 35.771221912400001 36.257608591500009 0.36510882910000009 35.887362732750006 37.765550062200006 0.51809826055000008 0.54191491270000014 0.42307116555000007 38.060777288450005 0.37407562650000009 0.52889135055000014 38.324118171300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 9 17 -11 -12 -13 -14 -15 -16 -17 -2 -19 20 21 -20 23 -10 -25 -26 27 -24 -29 -28
right_child=8 5 -4 -5 -6 6 7 -9 22 10 11 12 13 14 15 16 -18 18 19 -21 -22 -23 26 24 25 -27 29 28 -30 -31
leaf_value=-0.049396590500020099 -0.013701730666571483 0.062469202213403345 -0.10295854540387168 0.10033679548942794 0.059980475845186669 -0.1015610599011859 0.09477163728483666 -0.10069384279531993 0.070648380029645297 -0.13777198812695232 0.069385383821318966 -0.17061320359880616 0.0094816353758646454 -0.10583841745583583 0.10781625074734563 0.012179936674110461 -0.095634278767788419 0.038940742987434628 0.10039782394414304 0.022202843053232547 -0.12065353017277146 -0.087894775250314347 0.0046688893715441876 -0.072577925558753323 0.052662078280102588 -0.0056330010585096835 0.015467161985060899 -0.11746688874685796 0.021922538251621621 -0.00017526064689250541
leaf_weight=0.16132244361766268 1.1868446208536605 0.28098610331653617 0.075602337718009949 0.063705474138259888 0.11329059150011744 0.022848603316560911 0.035587874823249876 0.019964020349519274 0.99010027037002091 0.39341895654797543 0.79829099774360646 0.40864335745573033 3.0209358120337129 0.34486934515007295 0.19766797125339497 0.65005814149606045 0.47941244765894453 1.1812193898240368 0.13118786207633126 1.9077038200366585 0.24838872253894806 0.15891288988495944 1.1184116378135507 0.92251016293448662 1.0609871745109556 0.90400623089362842 2.952545032483612 0.45220882417925157 0.49441156154995269 146.39713637489399
leaf_count=107 10 13 5 7 26 29 2 197 25 4 5 4 31 25 1 21 144 22 10 44 3 32 15 15 6 46 71 20 34 3659
internal_value=-5.53141e-06 0.0181421 -0.00619795 0.0154247 -0.00427349 0.0461757 -0.0122201 0.024526 -8.98688e-05 -0.00465283 -0.0147789 -0.00657743 -0.018464 -0.00521545 -0.0317697 -0.0125223 -0.0335826 0.0085842 0.0158759 0.00473832 -0.0571332 -0.00274607 0.000236505 0.0138685 -0.00560081 0.0258431 -0.0001126 -0.017946 -0.044665 0.00013398
internal_weight=167.173 0.773307 0.413921 0.338319 0.274613 0.359387 0.0784005 0.0555519 166.4 11.1076 6.2933 5.89988 5.10159 4.69294 1.67201 1.32714 1.12947 4.81426 3.62741 2.44619 0.538489 0.290101 155.292 3.8776 2.8875 1.96499 151.415 2.06503 0.94662 149.35
internal_count=4633 386 145 140 133 241 228 199 4247 356 235 231 226 222 191 166 165 121 111 89 45 42 3891 92 67 52 3799 69 54 3730
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=2 1 1 1 2 1 0 0 0 1 1 2 0 2 2 2 2 2 0 1 0 0 1 0 1 2 2 2 1 2
split_gain=0.0218488 0.0449809 0.0778271 0.051545 0.0665095 0.0333368 0.0643386 0.0346317 0.0233249 0.122786 0.494956 0.142897 0.481673 0.317416 0.204287 0.839053 0.131488 0.533551 0.420636 0.127584 0.120987 0.545695 0.11059 0.080056 0.174288 0.528034 0.282153 0.200918 0.176844 0.175548
threshold=34.823977857500005 0.38906020780000011 0.38512319990000005 0.38045268105000002 33.96174662340001 0.39346127360000005 0.5380527529500001 0.54413041525000005 0.53998383280000006 0.42802610700000004 0.42926858475000007 38.396531328800009 0.54284302865000023 39.571921479100006 40.00488309970001 40.330620469300008 41.362929270750008 41.542492784600007 0.5485614203000001 0.41917906650000009 0.55484865720000009 0.5485614203000001 0.39814676205000005 0.53634621715000008 0.39563186730000005 43.61821939175001 40.371455563000005 43.735142172100005 0.39431454150000006 40.165165956550005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 23 11 -11 -10 -13 -14 -15 -16 -17 -18 19 -19 21 -12 -20 24 28 26 29 -27 -2 -26
right_child=8 5 -4 -5 -6 6 7 -9 9 10 20 12 13 14 15 16 17 18 22 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.045478739914928429 4.108502082861433e-05 0.1014401998163894 -0.10267065085365928 0.10030465270909783 0.055928984810164444 -0.10169125190472746 0.071603077223312925 -0.012163512472687316 0.0087213945003453749 0.097866989833250415 0.018369386525212399 -0.067103252129138688 -0.049654116650779317 0.037154717871989082 -0.13846106970437155 0.018283669685658459 -0.13424132286215262 -0.001560671443230286 0.0089301163827662875 0.055697734668530577 0.002762153422989693 -0.08627682475106109 -0.10668349938447159 0.0094322580357216971 -0.042055607633406822 0.10405822796571661 -0.10476163709000663 0.010238179666055225 0.032038069854081502 0.032591352277027169
leaf_weight=0.1578876147288345 118.32093215527397 0.077364837750792503 0.068589872680604458 0.057660628575831652 0.10955147733329795 0.033960897562792525 0.15969863906502724 0.071431030279157426 3.1622392105796271 0.53056331851985561 1.267771103477574 1.5418898933603475 1.4205315876752118 1.3486373058985917 0.44223677809350181 3.0993495881557465 0.31477100122720036 0.70271002044319197 0.10873937451833615 0.87211011536419392 16.727442793475575 0.82103133870396039 0.34598731826838502 9.3375548726507969 1.6724183504320538 0.30186896988016065 0.62368031499318011 0.93607248924263331 1.7529113426135143 0.38816536962985981
leaf_count=107 2125 2 5 7 26 7 4 228 40 16 20 31 17 12 11 29 4 24 37 21 1264 34 60 73 100 3 71 233 18 4
internal_value=-7.7814e-06 0.017182 -0.00587256 0.01455 -0.00393894 0.0436858 0.0268306 0.0457149 -8.39934e-05 -0.00247709 0.00261442 -0.00985061 -0.0156101 -0.00643664 0.00204929 -0.00599442 0.004767 -0.013103 0.0056849 0.0301481 -7.14296e-05 -0.0227632 -0.0790367 0.00050302 -0.000169399 -0.0209132 -0.0458306 0.033116 0.000508197 -0.0279939
internal_weight=166.776 0.736145 0.39369 0.3251 0.267439 0.342455 0.265091 0.23113 166.04 32.706 19.3468 13.3592 10.197 8.65507 7.23454 5.8859 5.44367 2.34432 2.02955 1.57482 18.8162 2.0888 0.454727 133.334 123.996 3.92221 2.68426 1.23794 120.074 2.06058
internal_count=4633 386 145 140 133 241 239 232 4247 1620 1334 286 246 215 198 186 175 146 142 45 1318 54 97 2627 2554 411 175 236 2143 104
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 1 0 1 1 1 1 0 2 0 0 0 1 1 0 2 0 2 2 2 1 2 0 1 2 2
split_gain=0.0187535 0.0392926 0.0546235 0.0371294 0.0549574 0.0596889 0.0493701 0.0572992 0.0234609 0.043711 0.0217121 0.0453741 0.0209709 0.124467 0.264243 0.581228 0.241061 0.100138 0.0733377 0.286737 0.871331 0.417328 0.153186 0.410465 0.062187 0.0582424 0.397932 0.268901 0.0936585 0.0586561
threshold=34.823977857500005 0.54191491270000014 0.54413041525000005 0.52401125715000008 0.38906020780000011 0.38512319990000005 0.49405706415000006 0.31100865245000009 0.43540612555000008 0.43643902880000007 0.34007963835000005 0.4560492201000001 37.232443001650005 0.50101793360000013 0.52290350590000012 0.52366695610000014 0.3975479776000001 0.46280051495000007 0.50035927070000008 36.558960102350007 0.49877249185000011 35.374259656300005 35.771221912400001 36.165040341950011 0.46551001470000003 37.765550062200006 0.52252926560000013 0.42209814075000007 37.345948426100009 38.060777288450005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -10 11 -9 13 18 -15 -16 -17 -18 19 20 21 -2 -23 -24 -19 26 -14 -28 -29 -27
right_child=12 2 8 -5 -6 -7 -8 10 9 -11 -12 -13 25 14 15 16 17 24 -20 -21 -22 22 23 -25 -26 29 27 28 -30 -31
leaf_value=0.10069920115681577 -0.074958310759927191 0.10198939202882946 -0.10139550711880639 -0.056598108951977533 0.093755780889400536 -0.10249585574234583 0.056392070857113313 -0.067298779024986724 0.093583771750357647 -0.10062023082746073 -0.10185551873491805 0.10032562229136439 0.057363542588975538 -0.037741915417703491 0.10930022715052315 -0.0011215323667814251 -0.11154540725538248 0.10141516132840736 0.027334347377438978 -0.04198272599152298 0.10467251133059663 0.078967941107545334 -0.11889821618776378 0.096413071549162996 -0.10077429684868787 -0.017029693561009807 -0.053583312743570422 0.039100534649267465 -0.0098121710188390464 0.00014180554548121844
leaf_weight=0.030210791621327782 0.78753990444420086 0.10709044709801674 0.020459591185499448 0.088391786033753306 0.072820878587663174 0.050335260108113289 0.14903301390586421 0.055799103315422371 0.033013419713824987 0.017859606243973758 0.052504246525387543 0.02272540726698935 1.2979967103165102 2.6232864302146481 0.45770698785781894 2.6721030871267435 0.3033271148182165 0.040448881685733795 1.3704749345779417 1.1014715927367431 0.7945818044245242 0.34254685160703957 0.1831339814743842 0.17141569283558056 0.024380991619523229 2.0162153153372051 0.92750171889929367 0.77393512762728256 0.79217625321280138 148.93538582792036
leaf_count=2 14 2 29 9 5 4 19 69 2 197 43 5 27 37 2 38 83 1 7 33 7 10 20 30 74 69 17 15 33 3730
internal_value=-9.30256e-06 0.0163212 0.0568316 0.00246978 0.0145159 -0.0014858 0.014901 -0.0234491 -0.0109631 0.025406 -0.0520734 -0.0187874 -7.83501e-05 -0.00432358 -0.0137499 0.00424276 -0.0115735 -0.0874344 0.00782105 -8.93127e-05 0.0201564 -0.0250769 0.0312763 -0.0148007 0.0253765 0.000219924 0.012461 -0.010912 0.0143593 -8.7549e-05
internal_weight=166.316 0.700244 0.178423 0.52182 0.433429 0.360608 0.310273 0.16124 0.0713326 0.050873 0.131029 0.0785245 165.616 10.8724 6.12125 3.49797 3.04026 0.368157 4.75116 3.38069 2.27922 1.48464 0.697097 0.35455 0.0648299 154.743 3.79161 2.49361 1.56611 150.952
internal_count=4633 386 230 156 147 142 138 119 228 199 117 74 4247 356 235 198 196 158 121 114 81 74 60 50 75 3891 92 65 48 3799
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 1 2 0 2 1 1 1 0 0 0 0 1 1 1 0 1 0 1 2 1 2 1 1 1
split_gain=0.0193212 0.31753 0.274878 0.213579 0.244677 0.521519 0.455382 0.391526 0.274435 0.304985 0.199086 0.359362 0.352557 0.244855 0.193271 0.185913 0.164331 0.153779 0.622203 0.312779 0.58195 0.182818 1.1348 0.0915773 0.176072 0.27987 0.410425 0.26445 0.211985 0.280807
threshold=0.50291907430000016 0.50218556330000019 0.35585760905000008 0.3584174126500001 0.37227927305000003 0.5132031975000001 0.38772791230000009 43.111435027700004 0.5054040298000001 41.257948413050009 0.36618664115000005 0.37043801085000005 0.37644082515000005 0.50035927070000008 0.51657136015000005 0.49688632075000011 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.39019789825000006 0.5218855723000001 0.39048232090000007 0.52252926560000013 0.36510882910000009 37.500638522700008 0.36476452800000009 35.476804824450006 0.34007963835000005 0.35585760905000008 0.35799826355000003
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 7 -6 -5 -10 13 -12 -13 23 -7 -14 -16 18 -18 -19 -21 -22 -23 24 25 26 27 -1 -26 -30
right_child=2 -3 3 4 5 14 -8 -9 9 -11 11 12 15 -15 16 -17 17 19 -20 20 21 22 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.0028658788251963545 0.096685095220837458 -0.054558908541189645 -0.059225594578385277 0.051159550820848713 -0.12214345980383917 0.030096899251732687 0.041624804378934455 0.0029623375380840554 0.035387854199893064 -0.03396585367124242 -0.11625052105686332 0.073181762968235059 -0.1157265359657742 0.038487165156119496 -0.038522492624930044 0.0017259847638471768 -0.016621523370700594 -0.038607006907857927 0.059344277518522809 0.095373057791153112 0.029828497600171641 -0.18096399858236398 -0.00016425135955940951 -0.023589586766220843 0.0001285914518291298 0.10200002494988719 0.044541875416676535 -0.14046489521947242 -0.08921221530972244 -0.010267563848173896
leaf_weight=0.27905233276759078 0.30062099895439942 1.0910702537512396 0.58666542454739001 2.0279471054673115 0.86912931472761445 2.2332381457672446 0.36166697403314163 0.3512502220692113 1.3101237849332394 1.228775196635979 0.41267491054668315 0.35953172738663852 0.25907124144896443 1.6440640519140277 1.0797654544257955 0.28087915452124435 2.3002380957914275 2.0819432858843347 2.0294601671630517 0.6442206228912245 1.9440005514770735 0.3495998551144045 49.660558777694753 1.6786805279552925 86.49332556145535 0.41777191590517748 1.1103651469829854 0.23895315820659846 0.60032881303050034 1.8061824095821064
leaf_count=83 18 17 6 30 52 30 22 17 13 36 17 11 37 15 27 18 39 28 24 9 15 8 2391 19 1357 9 85 52 18 130
internal_value=-3.63221e-06 -0.000917376 0.00126993 0.000854577 0.00136934 -0.000228674 -0.0569286 -0.0861354 0.0237308 0.00182208 -0.00030505 -0.0389886 -0.00354144 0.000233399 0.00121063 -0.0546284 0.000137072 0.000844465 0.0189859 -0.000592014 0.000912692 -0.000258597 -0.00142815 -0.000445596 -1.84039e-05 0.0289841 0.0102513 -0.0632518 -0.000685934 -0.0299611
internal_weight=166.031 96.672 69.3592 69.0586 68.4719 63.9051 1.58205 1.22038 4.56685 2.5389 95.5809 1.31216 0.899482 94.2687 62.323 0.53995 60.0898 59.01 4.3297 54.6803 52.5984 51.9542 50.0102 92.6247 90.946 2.04614 1.62837 0.518005 88.8998 2.40651
internal_count=4633 1868 2765 2747 2741 2662 91 69 79 49 1851 83 66 1768 2571 55 2541 2514 63 2451 2423 2414 2399 1753 1734 229 220 135 1505 148
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 2 2 2 2 0 1 0 0 2 1 0 1 0 2 2 2 2 0 2 0 1 1 1 2
split_gain=0.0183395 0.158842 0.0991295 0.398854 0.110102 0.117755 0.368835 0.307153 0.422255 0.912719 0.70919 0.240088 0.21687 0.224681 0.212934 0.438874 0.138093 0.0989577 0.0769994 0.37185 0.585882 0.51908 0.378469 0.639779 0.602177 0.342851 0.349222 0.804005 0.325697 0.416962
threshold=0.34506451900000007 0.34503457980000002 0.48588365620000007 0.48389269780000005 0.34494476210000008 39.788107623550012 40.250747516500006 40.94178426300001 41.600558339100012 42.206017975500011 0.47757552170000012 0.3447052483500001 0.47697673720000006 0.47449178170000011 42.876019054300009 0.3447052483500001 0.47961138885000004 0.34422622080000004 0.48119816770000007 42.154118731400011 41.935569238650011 42.431220712750012 40.21994457600001 0.48001556840000009 39.571921479100006 0.48185683060000012 0.3453339720000001 0.34545372890000009 0.3459626957000001 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -7 11 16 10 -10 -8 13 17 15 -11 -9 -1 19 20 22 -21 23 24 28 -20 -27 -28 -2 -30
right_child=18 -3 -4 -5 -6 6 7 8 9 14 -12 -13 -14 -15 -16 -17 -18 -19 25 21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=-0.0018493307498109351 0.096119897776382857 -0.032924974801581443 0.024367663186739011 -0.063974501052498731 -0.022187868757466221 0.052938809193908878 -2.6122253591366725e-06 0.017819555945235262 -0.014285210913286252 -0.020272773198448737 -0.16019030262843295 -0.069802593401283516 -0.037129806014998983 0.048625055817295613 -2.7507872478459714e-05 0.082156298017741602 0.053762504175359931 -0.052051114464766707 -0.028707212737682525 -0.1128184812860436 0.077456298411287094 -0.0057141886235495404 0.015663487942210057 -0.10419805397348392 -0.043263475219933761 0.036122227029845036 -0.11619712300051306 0.00017751316120350976 0.069579848832802091 -0.13011555145952444
leaf_weight=2.9791122000449621 0.72052558989210858 1.5958845975719658 1.5166774066165079 0.99740919470786948 1.9899434240178369 1.5525894937745786 0.98031484135730085 2.5350800602315067 0.72876990007122688 0.7219780033138059 0.61364726070314646 0.99089005234418437 1.9615663019940255 0.8626288566738366 7.3843420933922417 0.99451517243869603 1.8482315465807913 0.45226481671150498 4.201523231509781 0.47780582983977993 1.3251138873165462 8.5444507522629447 13.776233629869237 0.73708898900076736 1.360723134353975 2.6710038725286713 0.59721269831061263 99.970220785060349 0.25021077248982948 0.1796181083227566
leaf_count=170 14 18 20 5 20 16 32 42 47 37 6 18 20 8 253 19 9 35 28 24 26 279 197 10 16 28 14 3173 42 7
internal_value=-1.4057e-06 -0.002207 -0.000522958 -0.00189108 0.000437195 0.00226694 0.00630601 0.00199582 0.0069264 -0.00400688 -0.0809815 -0.0350898 -0.00958145 0.00300305 0.00734724 0.0390734 0.032975 -0.00846606 0.000500959 0.00523586 0.0134088 -0.0113863 0.00842358 -0.0222826 0.00176249 -0.000705322 0.000434279 -0.00051357 0.0550225 -0.0138694
internal_weight=165.518 30.7058 29.11 27.5933 26.5959 24.6059 18.3504 16.7978 14.8266 10.4433 1.34242 1.9712 6.25557 4.29401 9.10084 1.71649 4.38331 3.43138 134.812 27.3718 18.3495 9.02226 17.0244 3.24817 2.51108 107.44 103.238 100.567 1.15035 0.429829
internal_count=4633 775 757 737 732 712 479 463 413 362 53 50 233 213 309 56 51 205 3858 615 312 303 286 89 79 3243 3215 3187 63 49
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 2 0 2 2 0 1 1 1 2 1 2 2 0 2 2 0 1 0 2 1 1 2 0 1
split_gain=0.0190595 0.102494 0.100797 0.229305 0.183594 0.122037 0.304171 0.353706 0.127294 0.115158 0.113921 0.258327 0.126988 0.319347 0.254869 0.171828 0.150052 0.148469 0.215825 0.200266 0.299015 0.167743 0.0974503 0.0906656 0.0784984 0.153173 0.141118 0.125172 0.10145 0.0726141
threshold=0.47721625100000004 0.47709649410000005 39.262923716450011 0.47697673720000006 39.525197829750006 38.238138001450004 38.171717059500004 0.47500074850000013 37.892416320650007 35.119813570500007 0.47568935060000012 0.34506451900000007 0.3447651268000001 0.3447052483500001 40.767054867700004 0.35696536035000009 43.968221017800005 42.580420142950011 0.47076434840000009 43.564719632750005 43.022303514600004 0.41973294215000007 0.34422622080000004 0.45995628875000011 48.823707093150006 0.33400197600000009 0.31118828780000007 49.064150740050003 0.3733870243500001 0.34446573455000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 8 9 -1 12 -12 13 14 -6 16 -14 18 21 20 -19 -16 -2 -17 25 26 28 -26 -21 -24
right_child=22 -3 3 -5 10 -7 -8 -9 -10 -11 11 -13 15 -15 17 23 -18 19 -20 24 -22 -23 29 -25 27 -27 -28 -29 -30 -31
leaf_value=0.042920093156595202 0.03411367983745843 -0.028899873603350099 0.088789490671587382 0.049229522094375311 -0.074537379095564293 -0.047208082929067835 0.097622062246516941 -0.10087534793834335 0.021688887298432769 -0.040452894854815208 -0.071882918926863243 0.0050001265453531165 -0.10464483598014949 0.067224217928053609 0.089224353751158586 -0.067947037402495636 0.020662932143977866 -0.12557860006338967 0.10628611481402053 0.041705372664051894 0.017398164962623929 -0.015789007685889703 -0.030414684146564563 0.039301495219475228 -0.029103431544094657 0.088633240730947235 0.023144611540272086 0.011361386069423343 -0.10254556648515334 0.00033615975617425726
leaf_weight=0.2035072564085092 0.85092772154166496 1.418205170659349 0.2255007959174663 1.0148637824459008 0.43287087061616869 0.8930755150877302 0.26300701405853022 0.40802536625415076 1.2574413589027245 0.89103636527033814 0.71730280799601942 1.1184747694569521 0.37153082393433567 0.78043725341558445 0.20174188901678725 0.10362686295593448 0.12865355881513096 0.30682856883171883 0.32552231848239899 0.068160491035086923 0.27953097859882092 0.61827487719710916 0.77195484563708205 0.32933323486940935 1.2657063724473121 0.28678522929840244 1.1145927090110488 1.9303317775484172 0.17124359977265158 146.32535445755767
leaf_count=115 15 17 6 23 29 23 2 4 16 94 31 56 115 5 59 98 3 22 2 9 41 32 6 15 19 11 32 33 68 3632
internal_value=4.40012e-06 -0.00315386 -0.000829285 0.00378726 -0.000492224 -0.0147297 -0.00513472 -0.0149266 -1.61336e-05 -0.0249514 -0.0024004 -0.0250408 0.0023686 0.00654856 -0.0002147 -0.0324904 -0.0724141 0.00468308 0.0373945 -0.00222656 -0.0574183 0.0100466 0.000369982 0.0136321 0.00446425 0.0222442 0.00818259 -0.00466363 -0.061476 0.000174782
internal_weight=165.074 17.1256 15.7074 11.7913 10.7764 3.91609 3.02302 2.76001 2.35198 1.09454 10.5509 1.83578 8.71517 7.78203 7.00159 0.933144 0.500184 6.56872 1.14554 5.42318 0.58636 0.820017 147.948 0.43296 4.83682 1.64078 1.354 3.19604 0.239404 147.097
internal_count=4633 980 963 709 686 254 231 229 225 209 680 87 593 362 357 231 118 328 93 235 63 91 3653 113 172 120 109 52 77 3638
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 1 1 1 0 0 1 1 1 0 2 2 2 0 0 1 2 0 0 2 2 1 0 0 0 2
split_gain=0.0198952 0.0618402 0.0380844 0.0715513 0.0576355 0.0514261 0.0425273 0.0260674 0.315151 0.203838 0.122596 0.208153 0.110419 0.0897632 0.162849 0.181113 0.133638 0.135808 0.196274 0.0694543 0.186573 0.0685287 0.131059 0.159424 0.0422547 0.0776058 0.0352612 0.029736 0.240063 0.536566
threshold=0.62376874945000005 0.47634801355000006 40.722669576350008 40.767054867700004 0.49585341755000006 0.4985778869000001 0.50214065445000011 0.45736654595000009 0.56065686655000013 0.56300709560000006 0.46097422230000007 0.46280051495000007 0.46551001470000003 0.56685428580000019 38.983591653800012 41.772405911750006 41.835830569250014 0.59751205050000011 0.58035687555000015 0.4529056016000001 37.817254840650008 0.59930840395000018 0.60710757165000018 44.749265482150008 38.911218973650008 0.49146732130000009 0.58745247150000013 0.56579144335000009 0.56065686655000013 40.858951393400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 19 -9 -10 -11 -12 -13 -14 24 -16 -17 18 -18 27 -21 -19 -23 -24 25 -15 -22 28 -1 -30
right_child=1 2 3 4 5 6 -8 8 9 10 11 12 13 14 15 16 17 21 -20 20 26 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00029569118115130267 -0.10179675953119367 -0.10108126883749434 0.10216652735385619 -0.069752729358717486 0.083524627047138117 -0.10227393838287324 0.0020403049632743537 -0.11279716438761739 0.080580756149586652 0.038016412453262219 -0.10658994768401693 0.098708291196893644 -0.10527243423364546 -0.1007264100023466 -0.10215750224721956 0.10230207444170568 0.034696095767448587 0.10344108171001642 -0.10330974743374362 0.0068216206858901611 -0.10330859535149027 -0.10711854656150961 -0.10225410450865045 0.075886555955460511 0.10602117466753885 0.081089783354422282 -0.044735140705060877 0.006419670566165301 -0.079531934755077624 0.012593601691716092
leaf_weight=149.91621490762523 0.075571806678626952 0.040421062996610857 0.061017300933599472 0.13279000630427618 0.070521836751140654 0.043580120080150664 0.37868193129133942 0.20039044169607168 0.42926617515331633 0.84734325844942793 0.19155054534712679 0.11341875372454513 0.082071210257708915 0.03385931264449471 0.1932283716475921 0.12051139841787495 0.16770002245903015 0.094540014863014221 0.26734120321543742 0.69253382626220517 0.23582262538729992 0.078141498161130585 0.063709750636917306 0.23756870600846014 0.15747132897377014 0.076556459710673153 0.18217110371915624 7.0560075794604691 1.1931929790571296 1.3447021883621344
leaf_count=3149 38 215 1 14 4 8 214 15 8 33 82 4 4 78 97 4 21 1 68 14 46 46 84 31 1 35 11 250 32 25
internal_value=4.95569e-06 -0.0157011 -0.00675164 -0.00119826 -0.0112803 0.00447625 -0.00872559 8.18299e-05 0.00880623 0.0165317 0.00644212 -0.00780653 0.0034157 -0.00345654 0.00214926 -0.0133217 0.00335183 -0.00976656 -0.0501112 -0.000100385 -0.0250221 0.0272652 0.00828444 0.0382161 0.0727647 0.0253353 -0.077781 7.31229e-05 -0.000220613 -0.0307193
internal_weight=164.778 0.802584 0.727012 0.686591 0.625574 0.492784 0.422262 163.975 3.35467 3.15428 2.72501 1.87767 1.68612 1.5727 1.49063 1.22274 1.02951 0.909001 0.435041 160.621 1.11053 0.47396 0.37942 0.301278 0.267887 0.110416 0.417994 159.51 152.454 2.5379
internal_count=4633 494 456 241 240 226 222 4139 612 597 589 556 474 470 466 352 255 251 89 3527 71 162 161 115 114 113 57 3456 3206 57
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 0 1 1 0 1 0 0 0 0 0 0 2 1 2 2 1 2 1 0 1 0 1 2 0
split_gain=0.0213271 0.197797 0.155973 1.01401 0.247827 0.800424 0.296869 0.229308 0.291149 0.297243 0.242438 0.163956 0.266448 0.667385 0.186303 0.142741 0.687036 0.513008 0.449546 0.628774 0.874334 0.475534 0.486475 0.453532 0.500542 0.537581 0.535863 0.401883 0.350811 0.346857
threshold=41.243661560350013 41.16018805045001 0.47880302985000006 40.806664626150003 0.3447651268000001 0.34491482290000003 0.47905751325000007 0.34521421515000011 0.34545372890000009 0.47820424540000012 0.34515433670000012 0.47811442770000007 0.47736594710000008 0.47697673720000006 0.47449178170000011 0.48032993025000009 0.48077901860000011 41.289992964000007 0.34494476210000008 41.319407281650008 41.32819714970001 0.34515433670000012 41.835830569250014 0.34584293880000011 0.54450465555000005 0.45824975300000009 0.49194634890000005 0.36510882910000009 42.081757894750005 0.48001556840000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 -6 -7 10 -9 -10 11 12 13 14 -1 29 -17 -18 -19 -20 -21 -22 23 -23 26 -26 -25 -28 -24 -2
right_child=15 -3 4 -5 5 6 -8 8 9 -11 -12 -13 -14 -15 -16 16 17 18 19 20 21 22 28 24 25 -27 27 -29 -30 -31
leaf_value=-0.0076398325911523944 0.0018779497724727584 0.028123748949707279 -0.02787892857563817 -0.12735652756332325 0.073455331926459949 0.058798212086750602 0.00071427586345186925 -0.071654446111560896 0.076422115890341674 -0.03349161844467119 0.051843018604348423 -0.050554074612094539 0.034529973040484989 -0.12891859623946475 0.045138892248805691 -0.098792752681809815 -0.061002209187073192 -0.038918176007858657 0.066644511470567755 -0.13283173700678691 0.062891766192362489 -0.084070219180389025 0.023398772312957349 -0.027464035415863477 -0.11721892065922329 0.050849353677140344 0.10566528567352879 0.0078149985471636617 -0.0010624705701856682 0.047684846718352297
leaf_weight=3.7088984390151527 24.147134044951205 2.630307640761429 2.6577798491343847 0.69832473920811899 1.5855718627572049 0.89242783933877845 62.883884196953701 0.99747830698588424 0.36699154580439575 0.74654653668403625 0.95639440231025208 0.62741537182591844 1.9145876988768575 0.42691657692193974 0.81594280630815763 0.75355330295860667 1.4678949462595472 2.9704597205418386 1.4227526657982696 0.49637740105390449 1.1940753925591696 1.1105636991560448 7.0708085572623522 2.9074959401041269 0.79538522649090715 0.25017520890628475 0.63689562678337086 1.231016017423826 34.321844400985242 1.7745404294691969
leaf_count=295 753 48 18 40 11 4 1514 17 53 8 5 23 9 6 8 8 21 29 18 15 8 11 107 16 30 56 9 52 1430 11
internal_value=1.97438e-06 0.00114519 0.000250104 -0.0106518 0.00205473 0.00327191 0.00152705 -0.00293509 -0.0324159 0.00273293 0.0044298 -0.00162133 0.00284992 -0.00939911 0.0018775 -0.00113236 -0.00394572 -0.00266659 -0.00109272 0.00109166 -0.000773105 0.000550667 -0.000989762 -0.0255083 -0.0143355 -0.0770046 -0.000614277 0.0411787 0.00311607 0.00501379
internal_weight=164.46 81.9095 79.2792 11.2595 68.0197 65.3619 63.7763 10.5612 2.11102 1.11354 8.45016 7.49376 6.86635 4.95176 4.52484 82.551 56.6293 55.8757 54.4078 51.4374 50.0146 49.5183 48.3242 6.93153 5.82097 1.04556 4.77541 1.86791 41.3927 25.9217
internal_count=4633 2059 2011 464 1547 1529 1518 424 78 61 346 341 318 309 303 2574 1810 1802 1781 1752 1734 1719 1711 174 163 86 77 61 1537 764
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 0 0 1 0 1 2 2 0 0 2 0 0 1 2 1 0 1 2 0 1 1 2 2 1
split_gain=0.0190929 0.242414 0.231919 0.160709 0.151208 0.114576 0.151406 0.0619256 0.229267 0.170939 0.127012 0.144747 0.139556 0.631379 0.529881 0.229438 0.369862 0.468866 0.406841 0.215452 0.206682 0.297245 0.279531 0.388234 0.151681 0.330086 0.170324 0.126586 0.11236 0.181063
threshold=39.427119987250002 39.525197829750006 39.262923716450011 0.54191491270000014 0.4560492201000001 0.32012514595000008 0.41973294215000007 0.49820364660000011 0.35696536035000009 0.49877249185000011 0.46280051495000007 38.911218973650008 35.887362732750006 0.50035927070000008 0.50035927070000008 36.772607578000013 0.50730517050000012 0.5218855723000001 0.39736834230000012 35.119813570500007 0.36698003050000011 0.51484985480000012 0.39048232090000007 38.983591653800012 0.52769378160000013 0.39670967935000007 0.40272746325000003 37.345948426100009 38.621016321050007 0.42307116555000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 6 -1 8 -6 -9 12 27 14 -14 -11 16 -15 -18 -19 -16 -17 -22 -23 24 -24 -26 -27 -12 29 -28
right_child=1 -3 -4 -5 7 -7 -8 9 -10 10 11 -13 13 15 19 20 17 18 -20 -21 21 22 23 -25 25 26 28 -29 -30 -31
leaf_value=-0.1021348306771732 -0.061734479795678893 -3.5249030932965324e-05 0.029615304930830547 -0.0019221386776457764 -0.0013172361763288494 -0.097943776057484666 0.092365781487463772 -0.056817436389268963 0.040327874222675926 0.10320881836383181 0.047124421957586878 0.086848566009637529 -0.089848271486976106 -0.12240350275980967 0.019645507172458575 0.040958704678656033 0.08162982856735175 -0.11595094616735087 0.038248160941064313 -0.028944602140019312 -0.050104617534163058 0.027182534440241376 -0.033835659064203889 -0.047328272037207325 0.062174314835215932 -0.037639047415354621 0.015945121447998662 -0.10381782061221437 0.030687314200477486 -0.024950371487476433
leaf_weight=0.070779747066821552 1.0674790318589646 126.9027052994438 2.8122595197783076 0.77561522141331796 5.5775782682758317 0.2756267766703715 0.09210017672739923 0.55465573817491787 1.7325873281255324 0.58088979788590833 0.13323316710094602 0.34403254188237042 0.84842335432768123 0.39311728999018924 2.3438355898269525 1.245958028826865 0.3734561964520251 0.44301034300588071 0.27877653880420894 1.4943601446775572 1.1580947338516114 3.4855706430971614 0.98222930751944471 1.8323871920547379 0.97925623133778561 1.0176475039479553 2.5732337042863946 0.095303357867749128 1.4635334365448214 1.8689305885732208
leaf_count=62 34 3352 34 14 78 125 7 7 51 10 242 27 8 5 117 12 8 15 48 26 23 32 33 34 9 24 27 61 18 90
internal_value=5.14651e-06 -0.000558188 0.00207434 -0.0365641 -0.000328136 -0.0586493 0.00784521 0.000476082 0.0085531 -0.00193488 -0.00066308 0.0458688 -0.00180348 -0.00553639 0.0141987 -0.00158328 -0.0391965 -0.00933091 -0.0563945 0.000727472 0.00178774 -0.00138951 0.00258272 -0.00541791 0.00322559 0.00783201 0.000145687 -0.0158209 0.00665661 -0.00126064
internal_weight=163.797 128.746 35.0509 1.84309 32.2386 0.438507 0.16288 31.8001 7.31017 24.4899 23.9353 0.572569 23.3627 18.9436 4.41909 18.0952 1.48836 1.09524 0.721787 3.8382 16.6068 15.3609 14.2028 10.7172 8.88483 7.9026 6.92335 0.228537 5.9057 4.44216
internal_count=4633 3400 1233 48 1199 194 69 1005 129 876 869 330 539 386 153 378 76 71 63 143 302 290 267 235 201 168 159 303 135 117
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 0 1 2 0 2 0 2 1 2 2 2 0 0 2 0 0 1 1 0 0 2 0 2 0
split_gain=0.0177416 0.217646 0.146621 0.307971 0.230157 0.244578 0.437399 0.244559 0.708277 0.157868 0.37011 0.159764 0.352478 0.161795 0.407882 0.725204 0.728293 0.115329 0.167329 0.107196 0.417759 0.328993 0.669319 0.47975 0.317048 0.308665 0.270231 0.599078 0.485838 0.409324
threshold=0.36880632320000012 0.36551300860000008 0.50101793360000013 0.49820364660000011 0.50913146310000013 41.257948413050009 0.5054040298000001 0.37644082515000005 37.892416320650007 0.51657136015000005 40.148327922700012 0.52157121045000021 39.354247760400007 0.39048232090000007 38.110427674550003 39.476991512000005 39.788107623550012 0.50291907430000016 0.50035927070000008 40.806664626150003 0.52432561900000019 0.52769378160000013 0.39078171310000004 0.39500314360000005 0.53499895210000015 0.52889135055000014 42.081757894750005 0.53146612375000013 44.026978245600006 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -2 5 -4 -7 8 -6 10 -9 12 -11 14 -13 -16 -17 18 -1 21 -21 22 -15 -23 25 -25 29 28 -28 -22
right_child=2 -3 4 -5 7 6 -8 9 -10 11 -12 13 -14 19 15 16 -18 -19 -20 20 26 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00012550082122212108 0.0058279646634078605 -0.032807659871577112 0.047538746720521045 -0.11352906217782442 0.054257143513041228 0.045524368532470438 -0.059454545841483158 0.080312545539189081 -0.11265202799434022 0.0095792775997424248 -0.0060940161476346864 -0.023526074560660817 -0.060248224189363001 -0.0073115185930555191 0.078504445512147747 -0.063430706337919238 0.040485355131943006 0.021793218645345846 -0.031666886625144525 0.084263617035844285 0.053303489803773363 0.05250122890391884 -0.12219407085725892 0.016468403607844781 -0.0026540611067437927 -0.10619341208187708 -0.12118934064795923 -0.0012905498959587521 0.037583824679899472 0.0041108385372988316
leaf_weight=90.137506017937923 0.58593467967352708 2.0867139500044223 2.1815091815806222 0.34256967002147576 0.41856171307153889 0.84121755791056763 0.75141940911998972 0.8241938214632677 0.6475985069264425 1.5678538849460886 1.2438503564844721 1.8674133932217944 1.3413823803657576 1.8159103910438745 1.9489860273897646 1.1198610886931422 1.6956294967676511 2.3345018354593767 1.7139138014754269 0.63443437370654265 2.1216390428744516 1.5442496717441851 0.70364691801660217 0.31564715347485872 20.321434790880474 0.58602118249109481 0.7619291659866565 12.369066211831351 0.25797878146374842 8.3426950207226565
leaf_count=1743 50 51 25 13 6 33 18 20 48 30 31 14 24 20 13 17 36 39 20 36 64 16 66 12 866 44 81 815 124 258
internal_value=6.28977e-06 -0.000863906 0.00125384 -0.0382086 0.00180712 0.0257878 -0.00400556 0.000357861 -0.0471255 0.00118259 0.0283423 0.000235666 -0.0226166 0.0014143 0.0160868 0.0316128 -0.000847248 -0.000156184 -0.000714052 -0.000540637 0.0041752 -0.00510744 -0.0393952 -0.00131296 -0.00522863 -0.0632532 0.00204506 -0.00736462 -0.0810287 0.0140846
internal_weight=163.425 96.2726 67.1526 0.928504 66.2241 3.77415 1.59264 62.45 1.06616 61.3838 2.06804 59.3158 2.90924 56.4065 6.63189 4.76448 2.81549 94.1859 91.8514 49.7747 24.4877 25.2869 2.51956 22.7674 21.2231 0.901668 23.8533 13.389 1.01991 10.4643
internal_count=4633 1853 2780 63 2717 76 51 2641 54 2587 51 2536 54 2482 80 66 53 1802 1763 2402 1378 1024 86 938 922 56 1342 1020 205 322
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 1 1 0 1 2 1 2 1 1 0 1 1 0 0 0 0 0 0 2 1 2 2 1 2 1
split_gain=0.0216537 0.158341 0.143486 0.122472 0.906159 0.199913 0.69322 0.249869 0.192807 0.264484 0.200593 0.157614 0.135386 0.320304 0.564243 0.152265 0.763476 0.129077 0.214049 0.596977 0.150494 0.121978 0.563795 0.447208 0.358594 0.527529 0.768966 0.402406 0.412716 0.452435
threshold=41.243661560350013 41.16018805045001 41.184662530950007 0.47880302985000006 40.806664626150003 0.3447651268000001 0.34491482290000003 0.47905751325000007 0.34521421515000011 40.300545846000013 0.34515433670000012 39.525197829750006 0.34527409360000011 0.34569324270000007 0.48119816770000007 0.34626208795000007 0.35696536035000009 0.47811442770000007 0.47736594710000008 0.47697673720000006 0.47449178170000011 0.48032993025000009 0.48077901860000011 41.289992964000007 0.34494476210000008 41.319407281650008 41.32819714970001 0.34515433670000012 41.835830569250014 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -5 -7 -8 10 11 17 -10 -9 -14 -15 -16 -17 18 19 20 -1 -2 -23 -24 -25 -26 -27 -28 29 -29
right_child=21 2 -4 5 -6 6 7 12 9 -11 -12 -13 13 14 15 16 -18 -19 -20 -21 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=-0.0060214908428264579 0.0045393339587361031 0.049646744677799393 0.0025716507671032789 -0.024754990871319275 -0.12425134855148612 0.070391059764657357 0.054975404818540276 -0.021541791851998109 -0.019978119261363999 -0.0028367954793890823 0.04862725269794179 -0.11387753987793381 0.0262163238088945 -0.087845418677417214 -0.023709269550538318 0.062805242969048075 -0.00057518652204028209 -0.044516003713963644 0.031866543939344995 -0.12571460819601696 0.042025694692869917 -0.090340188117419409 -0.05689202766108982 -0.034766811162128521 0.061923456472733777 -0.12951284880326505 0.058755081681666245 -0.096897435682104974 0.0027492164283421782 -0.01473326340798671
leaf_weight=3.684020921378357 25.881171668943495 1.261413807078724 1.3303488603196456 2.68841085769236 0.64676125104293269 1.4944251179695118 0.86118776351213355 2.6126411259174338 0.29451962117777108 1.3451815195494417 0.91997944563627232 0.45480126309576008 4.897131508216261 0.72937595460098137 2.4394622370600691 1.9765043454826798 49.473996475408583 0.62123258248902846 1.871365077793598 0.39534046500921238 0.79206330748274911 0.74214377254247565 1.4766900151007565 2.9905879430880296 1.3766528462056147 0.4600837305188169 1.1528720762580622 0.75322859734296699 41.136337980703246 6.0783477202114682
leaf_count=295 764 22 26 18 40 11 4 19 48 16 5 14 32 14 15 37 1397 23 9 6 8 8 21 29 18 15 8 9 1537 165
internal_value=3.52544e-06 0.00116562 0.0254832 0.000359658 -0.00940873 0.00196296 0.00307685 0.00147984 -0.00225203 -0.0293586 0.0046015 -0.0769705 0.000738328 0.00171638 -0.000480272 0.000702175 0.00185961 -0.000898587 0.00312001 -0.00792301 0.00248068 -0.00114076 -0.00375809 -0.00259874 -0.0011126 0.000862489 -0.000832918 0.000372347 -0.00103084 -0.0237924
internal_weight=162.838 80.7902 2.59176 78.1984 11.0253 67.1731 64.4847 62.9903 10.3785 2.0945 8.284 0.749321 62.1291 59.5165 54.6193 53.89 51.4505 7.36402 6.74279 4.87142 4.47608 82.0481 56.1669 55.4248 53.9481 50.9575 49.5809 49.1208 47.9679 6.83158
internal_count=4633 2059 48 2011 464 1547 1529 1518 424 78 346 62 1514 1495 1463 1449 1434 341 318 309 303 2574 1810 1802 1781 1752 1734 1719 1711 174
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 0 0 1 1 1 0 1 2 1 2 0 1 2 1 2 1 1 1 1 1 1 1 1
split_gain=0.0199249 0.301471 0.0753163 0.406423 0.689105 0.23955 0.0914332 0.109848 0.0704508 0.530321 0.244783 0.406056 0.184125 0.683899 0.179018 0.171417 0.118999 0.165805 0.104663 0.0899393 0.144439 0.0962406 0.088698 0.180397 0.129559 0.133785 0.0906694 0.189663 0.208603 0.0815212
threshold=43.930205408700004 43.895345911700005 43.521589032450009 0.34527409360000011 0.36994401365000007 43.426369480700011 0.53499895210000015 0.52949013500000019 0.47976108500000009 0.34524415440000006 0.34566330350000002 0.3465914194000001 0.50947576420000018 0.39150025445000008 44.131787411600008 0.39170982905000007 44.131787411600008 0.50386215985000016 0.39670967935000007 44.202975721700007 0.42209814075000007 44.908704241950012 0.40206880030000008 0.4172030777500001 0.41861022125000008 0.43643902880000007 0.44512140355000007 0.44922307715000004 0.45628873390000008 0.43593006200000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 -6 14 -10 -11 -12 16 -14 -2 -15 -13 -18 -17 20 -20 -21 -23 -24 -25 -26 -27 -28 -29 -22
right_child=8 -3 3 4 6 -7 -8 -9 9 10 11 12 13 15 -16 18 17 -19 19 21 29 22 23 24 25 26 27 28 -30 -31
leaf_value=-1.2656257321916942e-05 0.050656449429305174 0.054464276248226764 0.043330673770925518 -0.083678140176240506 -0.0029611433514470514 0.045873350680385547 -0.00602758611761445 0.082153297759444854 -0.12308607022151903 0.10750788325986499 -0.13669230973191301 0.097891354484494514 -0.10179423509148311 0.10322257351855893 -0.0022824103935481731 -0.10146248551549275 -0.039734671038520054 0.068109971105769482 0.089240651817119987 -0.063636623943591722 -0.10395911242806535 0.075237029226734253 -0.10293128216960663 0.097824769119145727 -0.10385659368075875 0.062649845507733906 -0.10368373692585611 0.090240655336681047 -0.0068658430141512478 0.024497680218210364
leaf_weight=142.6392518537385 0.71070590720114335 1.021795782844946 0.99250503171961568 1.3850132182851669 0.29728847551450632 1.1468706279526646 1.3994401325617216 0.30947666615247726 0.39888558971870214 0.1909603178501128 0.2335078790783881 0.25682514872460149 0.68585507403258805 0.17598135769367251 6.3113127673030647 0.094961512710142748 0.27621071408520947 0.29462612174029346 0.29548400267958674 0.23221191497577853 0.072946064665302401 0.16181964860879849 0.16285818514211348 0.14392609067726914 0.11764239845760505 0.24695479364271511 0.16648122406741084 0.26181071571772907 1.4268796142805511 0.15307419710006798
leaf_count=3349 27 16 28 20 21 32 32 23 9 1 2 8 63 2 235 99 38 11 7 33 7 17 47 6 60 19 34 9 256 122
internal_value=4.96258e-06 0.000332971 -4.03249e-05 -0.0129526 -0.0294249 0.000353341 0.00802957 0.0404509 -0.00373864 -0.0116478 -0.00378176 -0.00767401 -0.00190982 -0.0100513 0.00307559 0.00689505 0.0413608 0.0159272 0.00210239 0.00495958 0.043213 -0.00187101 0.00346408 -0.0011328 0.0058811 -8.03757e-05 0.00572731 -0.00185005 0.00818933 -0.0169606
internal_weight=162.264 149.192 148.17 4.38372 3.39122 143.786 2.00621 0.606765 13.0719 6.0499 5.65102 5.46006 5.22655 4.39889 7.02202 3.71303 0.827662 0.570837 3.53705 3.44209 0.521504 2.92058 2.68837 2.52655 2.36369 2.21977 2.10213 1.85517 1.68869 0.22602
internal_count=4633 3521 3505 124 96 3381 76 44 1112 850 841 840 838 781 262 718 57 49 716 617 136 481 448 431 384 378 318 299 265 129
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 2 2 2 1 0 0 1 0 2 0 2 0 0 1 1 0 0 0 0 0 0 2 0
split_gain=0.0178707 0.238338 0.148683 0.0882842 0.153154 0.239828 0.348126 0.221948 0.115355 0.117015 0.288121 1.18393 0.250019 0.364597 0.779369 0.184299 0.12047 0.369729 0.163608 0.102233 0.204917 0.140803 0.204646 0.0795972 0.192178 0.17705 0.22944 0.129655 0.111164 0.527527
threshold=40.518963363600001 40.408647214050006 40.542362378300005 40.371455563000005 40.300545846000013 40.21994457600001 40.148327922700012 40.040404835300002 39.896141435400004 39.427119987250002 0.34524415440000006 0.48458129995000004 0.51809826055000008 0.39995808510000008 0.52252926560000013 39.262923716450011 0.46735127690000006 37.345948426100009 0.4560492201000001 0.48320409570000006 0.39150025445000008 0.41997245590000004 0.55688452445000014 0.48911709230000006 0.47787491390000009 0.49688632075000011 0.49820364660000011 0.49877249185000011 35.887362732750006 0.50035927070000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 8 9 15 -11 -12 -13 14 -14 16 17 18 -1 -10 -21 -22 -23 24 -18 -25 -27 -28 -29 -30
right_child=2 -3 -4 -5 -6 -7 -8 -9 19 10 11 12 13 -15 -16 -17 23 -19 -20 20 21 22 -24 25 -26 26 27 28 29 -31
leaf_value=-0.027456076071914855 -0.041447446884755171 0.035069038064669121 -0.00043671935422603882 -0.028237211704091183 0.026489696152373999 -0.030377513832345077 0.042011257628064874 -0.033629257659772392 -0.0040457732909376012 0.020895866337164771 -0.13591517124721481 0.030178046059713512 -0.13559876461835343 0.00630846068796576 -0.0016787508516876951 0.026934127335303239 -0.0045281674286807841 -0.11512416459076039 0.099878869501399542 0.063578793990859778 -0.020480808163598666 0.095149745888193499 -0.014896839405253649 -0.047355747463863687 0.033787766604145258 0.055330629504558151 -0.04880465072569351 0.013847923999577742 -0.081943248944983837 -0.00027787684610934468
leaf_weight=0.2489611736542362 0.89177788980305095 2.0290475619949566 101.77098493634057 1.0717449934465992 2.2179609785275707 2.5304902864340866 2.004385588499189 1.9428112132572994 1.4706398220805557 2.1681429753079993 0.7916407521261134 1.4609809764660893 0.69075753050856281 2.6677725595036463 1.1716738545801488 2.7287527635999131 3.0486536101725532 0.34991191570043156 0.16967302432885845 1.0293882372789087 0.87410319061018504 0.33901846874505281 0.33692967711067467 0.8150348096969563 2.294011186235366 0.72775986790657299 0.56956103444099682 4.3812601095837698 0.82678665220737713 18.267146711904786
leaf_count=161 20 35 2944 17 36 34 34 35 8 25 15 28 15 56 37 34 35 44 14 9 12 4 36 27 33 9 7 339 8 522
internal_value=5.05541e-06 0.00138836 -0.000792958 0.000193527 0.000736439 -0.000323174 0.00115714 -0.000501461 0.000855549 -0.000651381 -0.0108373 -0.0209809 -0.00579413 -0.0173951 -0.0513484 0.00199691 -0.000149785 -0.0392586 0.024153 0.0169956 0.0289921 0.00602302 0.0402965 0.000821981 0.0119238 -0.00149607 1.27536e-05 -0.00166155 -0.000517748 -0.00381407
internal_weight=161.888 59.225 102.663 57.196 56.1242 53.9062 51.3758 49.3714 47.4286 43.3785 8.95097 6.78283 5.99118 4.5302 1.86243 34.4275 31.6988 0.768546 0.418634 4.05008 2.57944 1.55005 0.675948 30.9302 5.34266 25.5875 24.7725 24.0448 23.4752 19.0939
internal_count=4633 1669 2964 1634 1617 1581 1547 1513 1478 1409 176 151 136 108 52 1233 1199 219 175 69 61 52 40 980 68 912 885 876 869 530
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 2 1 1 2 0 0 2 0 0 2 2 2 1 1 2 0 0 0 1 0 1 1 1 2 2
split_gain=0.0203899 0.127128 0.433428 0.120185 0.382312 0.261193 0.209648 0.448098 0.21803 0.211084 0.118346 0.116944 0.0899625 0.489286 0.0734642 0.430891 0.384388 0.199644 0.206634 0.15876 0.147856 0.266214 0.197259 0.142258 0.141412 0.501228 0.205606 0.353528 0.155149 0.164552
threshold=0.53998383280000006 0.42802610700000004 0.42926858475000007 38.396531328800009 0.54284302865000023 39.571921479100006 0.42111014640000005 0.41917906650000009 41.11191809080001 0.54413041525000005 0.54284302865000023 48.914776625700007 0.55484865720000009 0.5485614203000001 42.546237522150008 42.477827694800006 42.455548714850003 0.44844465735000011 0.43694799560000003 42.580420142950011 0.56065686655000013 0.5619592227500001 0.55788748840000013 0.43075057630000008 0.56345618395000019 0.43349001525000008 0.43837010870000009 0.44512140355000007 42.409092016550012 39.476991512000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 10 -5 -6 7 9 -8 -7 -2 -11 13 -4 15 16 20 18 -16 -19 22 -22 -14 -23 -25 -26 -27 -28 29 -29
right_child=1 2 12 4 5 6 8 -9 -10 11 -12 -13 14 -15 17 -17 -18 19 -20 -21 21 23 -24 24 25 26 27 28 -30 -31
leaf_value=0.0005621403459793394 0.026851987874755102 0.096272649801528942 0.019336678028689963 -0.061496065443852069 -0.046285258722718575 -0.00029931785498027615 -0.049494612711175126 0.051585420652339335 0.0061669774170263984 -0.1086202618550656 -0.011526348187980021 0.020138316493771888 0.0017969376447263263 -0.08114142369829383 0.0085962156202118774 0.10044518950065864 -0.11640966541317166 -0.064015810599217113 -0.10784109427308269 0.0068066964455644466 -0.061291749696757096 0.10505698644083435 0.06603704492124815 0.032103280281807998 -0.12763710920639734 0.045494355774431339 -0.065962896796062903 0.019385327085136305 0.10224478618043287 -0.019012561213361076
leaf_weight=129.52521298661628 1.5513374995207372 0.48542104102671402 1.2633715866541053 1.5153883253005904 1.4035177100449781 1.8853069691831481 1.3297583656385543 1.869999299648043 1.4947961525649587 0.31506838076165866 1.6667548705599982 0.090885869600413116 1.0406235177797487 0.7862562758111834 0.25869268435053427 0.47569885926714128 0.26207390590570945 0.34686282282200442 0.37097481204455107 3.6179908502451781 0.64187342138029535 0.14117884889128518 0.88409374864932022 1.4565566289820688 0.30444110198004626 0.99441782901840259 0.78699172552060748 2.6154646597452214 0.16315345909970336 1.946796206627823
leaf_count=2782 12 17 21 31 17 10 18 36 32 62 49 40 32 35 8 9 6 7 55 483 10 3 14 27 12 41 36 419 4 305
internal_value=3.92894e-06 -0.00225794 0.00300486 -0.00981476 -0.0152697 -0.00691972 0.0009892 0.0152617 -0.0200377 -0.0143837 0.0069746 -0.0797935 0.000538619 -0.0192077 0.00302039 0.00722397 0.00327784 -0.00769627 -0.060004 0.000610832 0.00613572 0.000783387 0.0313048 0.00552169 0.00382205 -0.00222575 0.00364199 -0.00390802 0.00642687 0.00300028
internal_weight=161.491 31.9657 18.8429 13.1228 9.90472 8.38933 6.98582 4.16126 2.82455 2.29126 3.21809 0.405954 18.3575 2.04963 16.3079 11.7134 11.2377 4.59452 0.629667 3.96485 10.9756 9.05087 1.92472 8.409 8.26782 6.81126 6.50682 5.51241 4.72541 4.56226
internal_count=4633 1851 1544 307 246 215 198 148 50 112 61 102 1527 56 1471 918 909 553 63 490 903 857 46 847 844 817 805 764 728 724
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 1 1 1 1 2 2 2 1 2 0 2 1 1 0 2 1 0 1 0 1 0 2 1 1
split_gain=0.0174339 0.281169 0.179955 0.572367 0.188471 0.133232 0.218306 0.197898 0.123574 0.39445 0.364649 0.0925924 0.66755 0.686635 0.403297 0.501407 0.484181 0.4684 0.292695 0.242589 0.391317 0.3469 0.314931 0.191327 0.184295 0.501852 0.956737 0.50711 0.420727 0.81139
threshold=0.48458129995000004 0.48389269780000005 0.34587287805000005 41.489621506400006 0.34614233110000009 0.48847339900000003 0.34626208795000007 0.34708541665000009 0.34708541665000009 0.35585760905000008 40.767054867700004 42.684965421050009 42.455548714850003 0.34488488370000009 42.91168285345001 0.47943175355000006 42.844429421150004 0.34584293880000011 0.34566330350000002 0.48104847160000008 43.895345911700005 0.34458549145000011 0.48001556840000009 0.34479506600000004 0.48119816770000007 0.34515433670000012 0.47976108500000009 40.408647214050006 0.34560342505000002 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 7 -7 -6 11 -10 -11 12 24 -14 15 -13 18 19 -17 20 21 -16 -23 -22 25 26 -1 -27 29 -29
right_child=2 -3 4 -5 5 6 -8 -9 9 10 -12 14 13 -15 17 16 -18 -19 -20 -21 23 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.0015441352135878042 0.058891189324429855 -0.045020122945465813 -0.049437490186467155 -0.0097806168840969543 0.042158430716678949 -0.066486853443226746 -7.9381579976588718e-05 -0.0084097952675574791 0.091109190867833895 -0.11371467611707653 0.021260206616977428 -0.029000804096071482 0.033522594308646451 -0.11794565074693393 0.031499993303293186 -0.016305495060623024 0.088704248173411493 -0.069605703636089852 0.052413405714600916 0.034254861187904426 -0.0049377697463825112 -0.10969868160633965 -0.025760004419793134 0.030189618214536341 -0.010593462988934212 -0.01590927280904077 -0.083528444745757047 0.031672070020316079 0.052519185528767956 -0.037244334558680189
leaf_weight=14.651768425563164 2.1117596197873345 1.4335191212594498 0.76898981630802055 2.8540741195902228 1.8024996221065515 0.49802239239215751 82.389142396768634 1.356179870434971 0.607869169241673 0.25581710440172123 0.91992235318480198 1.1737883413203203 0.43287326432084572 0.96977233671350405 0.5202455288066673 1.2517852857708933 1.5689738541841505 1.0175002670730453 1.227710587903857 1.8585690648760635 4.7652587997889952 0.77063174593058636 1.0643028765916822 2.298417856101878 14.46088815294206 3.9578676610090353 1.5765765905380238 6.2536840230895887 3.8775893775746217 2.3504838488297537
leaf_count=498 27 24 4 33 18 3 2982 29 29 41 122 36 18 41 61 7 4 28 61 21 166 68 5 26 88 39 14 67 48 25
internal_value=4.44664e-06 -0.00119322 0.000908315 0.0194226 -0.000150708 0.000289767 -0.000478387 0.0204469 -0.000267018 0.0257063 -0.0081076 -0.000968414 -0.00321786 -0.0712007 0.0052637 0.0285454 0.04523 -0.00462518 0.0177203 0.00123766 -0.00527743 -0.0405769 -0.0610124 0.00649217 -0.00119456 0.00296598 -0.00950887 0.0152805 0.0251706 0.0128455
internal_weight=161.046 69.2658 91.7807 4.96583 86.8148 86.0458 82.8872 3.15868 67.8323 1.78361 1.17574 66.0487 48.5315 1.40265 17.5172 5.22226 4.04847 12.2949 2.4795 11.2774 9.41886 2.35518 1.83493 7.06368 47.1289 32.668 16.2283 16.4396 12.4818 8.60417
internal_count=4633 1537 3096 60 3036 3032 2985 47 1513 192 163 1321 838 59 483 108 72 375 68 347 326 134 73 192 779 691 512 179 140 92
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 1 2 2 1 2 1 0 1 0 1 2 0 2 1 2 2 0 2 2 1 2 2 2 2
split_gain=0.0230228 0.117932 0.123882 0.0959985 0.471112 0.360038 0.280768 0.453071 0.674359 0.324811 0.343463 0.388161 0.421313 0.512132 0.447508 0.391522 0.32505 0.265484 0.265079 0.327842 0.240564 0.185732 0.396619 0.318218 0.251152 0.670853 0.285188 0.563188 0.280294 0.343495
threshold=41.243661560350013 41.16018805045001 41.184662530950007 0.48032993025000009 0.48077901860000011 41.289992964000007 0.34494476210000008 41.319407281650008 41.32819714970001 0.34515433670000012 41.835830569250014 0.34575312120000007 0.54450465555000005 0.45824975300000009 0.49194634890000005 0.36510882910000009 41.559097512700014 0.48001556840000009 42.081757894750005 0.35027394390000005 41.873095646600007 42.431220712750012 0.47500074850000013 42.455548714850003 42.686561923500008 0.34479506600000004 42.783136484500005 43.477771593600004 43.61821939175001 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 17 -5 -6 -7 -8 -9 -10 11 -11 14 -14 -13 -16 -17 20 19 -12 -2 22 -22 -23 25 -25 -26 -28 -29 -30
right_child=3 2 -4 4 5 6 7 8 9 10 18 12 13 -15 15 16 -18 -19 -20 -21 21 23 -24 24 26 -27 27 28 29 -31
leaf_value=0.00052073321700184141 0.013129520305547319 0.045804336805670337 0.0013280326383627236 -0.084139522122323757 -0.05101603939043562 -0.030986429924345672 0.05804709690612099 -0.12653320864335718 0.054237301267220941 -0.090958614458633985 0.0015539366099269385 -0.023866097692881616 -0.11614903410517737 0.049200511860963025 0.10519520339801602 0.053542689171168958 -0.050297228385172657 0.04253642035609681 -0.0012140872839153738 0.045733594661484918 0.031501859465147372 0.075377964110021928 -0.076570235494380648 0.060593922122983562 0.037021480430006984 -0.10774211800561495 -0.073686859820984871 0.071294622321538992 -0.085200153378461915 0.0014220052742278833
leaf_weight=77.092448216487583 9.8850188959163514 1.1975412567496724 1.3127648427798704 0.71544348122551937 1.4857106674226077 2.9688678740058085 1.3391487480407693 0.4236177820712318 1.0869111884385336 0.72553636506199737 3.9504119902849189 3.3142337948083878 0.72839870594907541 0.25216305596904931 0.5860820673406123 0.65371580389910355 0.55942963562483783 1.6624569040723134 33.638929975108056 2.9220798405513051 0.51152605097013193 0.49449802469462056 1.0102561585517831 0.35207727698076385 1.6026945106283665 0.72267659532371908 1.1644188985862332 0.52596579292682388 0.48964623043804056 7.0354437621526813
leaf_count=2011 114 22 26 8 21 29 18 15 8 9 17 18 30 56 9 30 22 11 1430 90 47 8 51 16 22 41 134 23 47 250
internal_value=8.24387e-06 0.00121529 0.0225454 -0.00118081 -0.00351828 -0.00246255 -0.00110532 0.000662556 -0.000910827 0.000188268 -0.00105292 -0.0218153 -0.0135833 -0.0736274 -0.00206922 0.0380813 0.00565797 0.00390157 0.00244216 0.0203385 0.00120223 -0.00727428 -0.0402433 -0.00322407 -0.00649228 -0.0525971 -0.0019119 -0.00868293 0.000718544 -0.00421437
internal_weight=160.41 79.6028 2.51031 80.8074 55.3507 54.6352 53.1495 50.1807 48.8415 48.4179 47.331 6.81956 6.09402 0.980562 5.11346 1.79923 1.21315 25.4567 40.5114 6.87249 23.7942 13.9092 1.52178 12.3874 11.8929 1.07475 10.8182 9.21547 8.05106 7.52509
internal_count=4633 2059 48 2574 1810 1802 1781 1752 1734 1719 1711 174 165 86 79 61 52 764 1537 107 753 639 98 541 533 57 476 454 320 297
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=2 0 2 1 2 0 1 1 1 1 1 2 1 2 0 1 1 0 1 2 2 2 0 0 0 0 2 2 2 1
split_gain=0.0188038 0.118279 0.591265 0.334057 0.201011 0.360789 0.724849 0.38649 0.175862 0.621347 0.147996 0.22233 0.176477 0.144379 0.161026 0.370519 0.212371 0.537644 0.337559 0.335653 0.141326 0.129158 0.115385 0.178345 0.53337 0.120298 0.118805 0.228119 0.403816 0.226607
threshold=41.243661560350013 0.47880302985000006 40.806664626150003 0.34536391125000004 40.986363433950011 0.48185683060000012 0.34626208795000007 0.42473279245000012 0.3447651268000001 0.34491482290000003 0.34521421515000011 40.300545846000013 0.34515433670000012 40.890797847750008 0.48001556840000009 0.34536391125000004 0.34569324270000007 0.48458129995000004 0.35986946500000005 40.165165956550005 40.858951393400005 39.525197829750006 0.47811442770000007 0.47736594710000008 0.47697673720000006 0.47449178170000011 39.525197829750006 38.983591653800012 38.110427674550003 0.32467590790000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -8 -3 -10 12 21 22 14 -11 -16 -17 -18 19 -19 -20 -12 23 24 25 26 27 28 -1 -28
right_child=-2 4 3 -5 5 6 7 -9 9 13 11 -13 -14 -15 15 16 17 18 20 -21 -22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0042440009295057956 -0.0010741364413896508 -0.026859115900366128 -0.13709369016705253 -0.021079893966745089 0.048082609602544582 -0.073811597331527021 0.055542349995691166 -0.014156584119174405 0.067382435720828512 0.025270389608645884 -0.021711855552112226 -0.0022231832715846086 0.046666188674155631 -0.033532236145149739 -0.05331678050078225 0.027264011970865937 -0.052788947146181354 -0.0045509151654956337 -0.0013642526009819639 0.067063704068387131 0.031304481832809622 -0.11096705525204067 -0.042081341305457806 0.029926055786848989 -0.12287852338230394 0.038835683962067297 0.031932976070207564 0.058761321483859499 -0.11599343676654394 -0.1099467867378901
leaf_weight=2.2793166468633959 80.237624981065892 2.208886915817863 0.5227688702562866 0.47256373713025823 2.6176390275359145 0.99434235040098418 1.7526060921372848 1.4569628854233085 1.4135757982730854 2.6113952174782744 0.2825000339045628 1.3500660968511509 0.89491499867290247 1.2359423369516651 1.2799534983932961 2.9375246576964846 1.8852034529409127 1.1497686539078125 44.000450364471412 1.5192419623490421 1.3653034310846113 0.3804919522790442 0.60853845579549659 1.8345762491226194 0.36528902128338803 0.76773748744744796 0.19053595000877965 0.58228501356643381 0.31833132295105304 0.27511855485499837
leaf_count=183 2574 16 37 10 13 14 31 34 11 20 48 16 5 29 13 14 23 28 1297 26 19 14 23 9 6 8 6 11 14 81
internal_value=6.02208e-06 0.00109546 -0.00846747 -0.0820127 0.00265019 0.0189381 0.000790751 0.023903 0.000846689 0.001877 -0.001241 -0.025512 0.00477859 0.000280086 0.00101649 -0.00015343 0.00113393 -0.000403687 0.00165226 0.0362132 -0.000381072 -0.0729355 -0.000412111 0.00342225 -0.00675294 0.00285873 -0.00471779 0.00219027 -0.0104906 -0.0518926
internal_weight=159.791 79.5538 11.125 0.995333 68.4288 6.82155 4.20391 3.20957 61.6072 59.3984 10.1297 2.01306 8.11664 57.9848 56.7488 54.1374 52.8575 49.92 48.0348 2.66901 45.3658 0.662992 7.22173 6.61319 4.77861 4.41332 3.64559 3.17993 2.59765 0.465655
internal_count=4633 2059 471 47 1588 92 79 65 1496 1480 424 78 346 1469 1440 1420 1407 1393 1370 54 1316 62 341 318 309 303 295 208 197 87
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 1 1 1 0 2 1 2 2 1 2 2 1 0 1 2 2 2 0 2 2 0 1 1 2
split_gain=0.0188368 0.24861 0.097576 0.0810046 0.236607 0.322841 0.569907 0.796606 0.696347 0.449654 0.300441 0.219008 0.374706 0.43301 0.619579 0.543118 0.468003 0.212436 0.563003 0.19444 0.753468 0.1628 0.156164 0.405681 0.154553 0.20511 0.484319 0.346172 0.328643 0.214994
threshold=40.467253020850002 40.408647214050006 40.542362378300005 0.34569324270000007 0.47787491390000009 42.477827694800006 0.34479506600000004 0.34515433670000012 0.34554354660000003 0.48271009850000007 41.243661560350013 0.3459626957000001 41.741384785950011 42.206017975500011 0.34575312120000007 42.686561923500008 42.684965421050009 0.34536391125000004 0.47721625100000004 0.34614233110000009 41.835830569250014 40.621691032550004 42.91168285345001 0.48104847160000008 40.767054867700004 41.243661560350013 0.50913146310000013 0.41917906650000009 0.42307116555000007 41.32819714970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 17 6 -6 -8 9 -9 -11 12 -5 -14 -15 16 -16 -4 -19 20 -13 -21 -7 -24 -23 26 -26 -28 -29 -27
right_child=2 -3 3 11 5 22 7 8 -10 10 -12 19 13 14 15 -17 -18 18 -20 21 -22 24 23 -25 25 29 27 28 -30 -31
leaf_value=0.00032196091678090205 -0.029175984633833221 0.039563879155649101 0.00077852649463711803 -0.00726358309033089 0.018666453862913095 0.020114957138345307 -0.079152530390988393 0.013791991837005231 -0.063233450077187767 -0.003127513240057193 -0.084671941049355354 0.034024225716253804 0.065544426693977476 -0.070496571690477905 -0.11976422314600912 0.081377681726258366 0.10008607506726562 -0.011546951594271894 0.08763109630504716 0.040441270611714812 -0.08325879999793187 -0.025860865860028167 -0.044418049036629069 0.013707094680691046 0.069275048067329009 -0.03415893948496463 -0.043544671979020531 0.062156613979556012 0.0014019929392317524 -4.7190822620038427e-05
leaf_weight=56.357529006215316 1.1986439036554646 1.6620400133838291 14.239614800455756 3.5608856119215471 3.1761069954372969 3.8293509844224882 2.5045687811070811 5.4540041900472698 2.3427278492599726 0.90672759152948834 0.90059763006865978 1.0101243108510964 2.3830364122986794 0.74071755108889226 0.30692348792217661 1.0336893882049478 0.14145055785775185 1.2608143003890284 1.0482497960329054 1.0130428926568118 1.1967144946102051 2.2156142045023435 1.8348026773674062 3.4747782723134151 1.4030480567598704 1.947453012466666 1.2193957472918553 1.172859091311693 3.6965573192321699 36.051632600321497
leaf_count=1634 37 18 548 19 30 29 31 37 23 14 26 26 10 11 10 21 56 36 7 17 17 40 24 43 29 36 20 7 82 1695
internal_value=9.4172e-06 0.00144609 -0.00081373 -0.00047399 -0.00389092 -0.0101462 -0.0190363 -0.0289258 -0.0158275 -0.000532901 -0.0437614 0.00189514 0.0170975 0.0359317 0.00418394 0.0415084 -0.0504071 0.00534101 0.0334771 -0.000542743 -0.0295755 0.000772345 0.00472243 -0.00637889 -7.00199e-05 0.00118611 0.0163086 0.00410348 0.0160355 -0.00179542
internal_weight=159.284 58.0196 101.264 100.065 40.9723 24.4237 15.2847 12.1086 9.60406 7.26133 1.80733 59.0931 8.1667 4.60582 2.22278 1.48206 0.448374 16.5487 2.30906 50.9264 2.20684 48.7196 9.13893 5.30958 47.7066 45.4909 7.49186 6.08881 4.86942 37.9991
internal_count=4633 1652 2981 2944 848 257 161 131 100 77 40 2096 127 108 98 87 66 591 43 1969 43 1926 96 67 1909 1869 138 109 89 1731
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 2 2 2 1 1 0 0 0 1 2 2 2 2 1 1 1 2 2 0 1 2 2 2 1 0
split_gain=0.0226609 0.122626 0.395227 0.112733 0.328497 0.197419 0.176061 0.325135 0.229153 0.344236 0.208313 0.0970644 0.0789878 0.14085 0.375189 0.292913 0.178109 0.137845 0.257794 0.129597 0.117923 0.139454 0.102818 0.162395 0.0862424 0.176186 0.0784842 0.250983 0.217723 0.215075
threshold=0.53998383280000006 0.42802610700000004 0.4289991317500001 38.396531328800009 0.54284302865000023 39.571921479100006 40.00488309970001 40.858951393400005 0.41917906650000009 0.40272746325000003 0.54585192060000021 0.54284302865000023 0.53634621715000008 0.39563186730000005 43.61821939175001 40.371455563000005 43.735142172100005 40.300545846000013 0.40115565405000009 0.39431454150000006 0.40115565405000009 44.202975721700007 45.321989007550009 0.53146612375000013 0.39995808510000008 36.772607578000013 40.574766824850009 40.408647214050006 0.39078171310000004 0.52507409960000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 -3 11 -5 -6 -7 -8 9 -9 -10 -2 13 19 15 17 -16 18 24 26 -18 -22 -23 -24 25 -15 27 28 -1 -28
right_child=1 2 -4 4 5 6 7 8 10 -11 -12 -13 -14 14 16 -17 20 -19 -20 -21 21 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0028387115583933414 0.024578346652735741 0.10244987164428868 0.000684505656690111 -0.058584421931684907 -0.041539738796066261 0.033226678988502026 -0.053088414603975245 0.0032174012136886908 0.049980869819977368 -0.12033968217600721 -0.0021164943722085205 -0.010264735907908308 0.0095163351343890284 0.0066044890936774979 0.10091942555467125 -0.1042927882688936 -0.10141221310630143 0.033996570283146343 -0.10791750593157588 0.028645903075098584 0.073216073853690999 -0.10392138474622242 -0.10122281872371858 0.049109088002022912 0.012060550603565978 -0.10345934252520193 -0.0011828682657482326 0.031854277155953965 -0.040303010038655343 -0.0465887550721839
leaf_weight=36.467374454115316 1.5302799283235793 0.38987933506723749 18.044189873725674 1.4823745005796798 1.4053443148732165 1.2688377667218445 1.2435105907497925 0.71632878568743741 1.2580136321485045 0.32907281657196563 1.9684700442408027 1.6742500768623356 9.2342673939492652 0.33881749596912392 0.26197647495428078 0.5636276486529822 0.090233946364605799 0.35380797088146199 0.37232290458268824 1.6162856470764371 0.29639432692420087 0.10067415142907521 0.097159303751482184 0.27592667227145284 0.65104038559366018 0.25482384122506119 71.278379754206 2.9268802614242295 1.2085602953447949 1.0586880677255965
leaf_count=671 12 6 1538 31 17 12 22 57 27 42 38 49 75 13 3 71 90 3 33 19 15 25 91 12 5 55 1432 55 40 74
internal_value=1.68561e-05 -0.00239355 0.00283684 -0.00988141 -0.0152672 -0.00742649 -0.000359979 -0.00808672 0.00501291 -0.0356761 0.0181964 0.00637411 0.000609032 -8.67665e-05 -0.0194067 -0.0407224 0.0287269 -0.0225421 -0.034913 0.000529954 0.0067453 0.0194174 -0.0142402 0.00995955 -0.0130751 -0.040641 0.000127586 0.00364619 0.00145482 -0.00184741
internal_weight=158.758 31.3106 18.4341 12.8765 9.67195 8.18958 6.78423 5.5154 4.27189 1.0454 3.22648 3.20453 127.447 118.213 3.65681 2.53444 1.12236 1.97081 1.617 114.556 0.860388 0.770154 0.47376 0.373086 1.24468 0.593641 112.94 40.6028 37.6759 72.3371
internal_count=4633 1851 1544 307 246 215 198 186 164 99 65 61 2782 2707 416 180 236 109 106 2291 233 143 128 103 73 68 2272 766 711 1506
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 1 0 0 2 1 0 0 2 0 0 2 2 2 2 0 1 0 0 2 0 2 0 2 0
split_gain=0.0223077 0.132789 0.165963 0.111071 0.0758535 0.592137 0.287115 0.206023 0.255525 0.14915 0.507078 0.322684 0.237028 0.179013 0.346494 0.245272 0.14185 0.413286 0.308302 0.296021 0.626018 0.268481 0.235541 0.194559 0.345331 0.189445 0.239391 0.140763 0.188284 0.350408
threshold=0.41808628485000005 0.41917906650000009 0.53998383280000006 0.4172030777500001 40.574766824850009 40.371455563000005 0.42111014640000005 0.54191491270000014 0.54450465555000005 42.546237522150008 0.42473279245000012 0.54284302865000023 0.54353163080000011 43.276780833950006 0.56859076075000015 0.55788748840000013 41.16018805045001 41.319407281650008 40.890797847750008 41.835830569250014 0.57299182660000014 0.46280051495000007 0.58388970390000006 0.56859076075000015 40.722669576350008 0.58745247150000013 42.498713093000006 0.57559653900000007 38.396531328800009 0.55877069550000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -9 16 -11 -12 -13 14 -14 -15 18 -18 23 21 -21 -19 -22 -8 -25 -24 -27 28 29 -10
right_child=1 2 4 -5 6 -7 9 8 27 10 11 12 13 15 -16 -17 17 19 -20 20 22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.00021980497312457738 -0.026625519486978957 -0.075794918835457512 0.089959663482523086 0.024996461179262727 0.047015118705651879 -0.13743228571531271 -0.0068153720179968047 -0.041937126809644447 -0.11767409541023617 -0.15677343839978197 -0.11969836022597982 0.10392330037346853 -0.1110468132913848 0.096742523601572414 -0.005579916734620452 -0.00047886863526575203 0.089707768511846808 -0.074545010301433387 -0.042863857409399617 0.050474762128624985 -0.10710977089021285 0.048064252901963943 0.10458253683299182 -0.0072769421745437759 0.090631829035531408 -0.10517888875218413 0.10214818244303681 -0.062861341741489649 0.014204567905659141 0.0010607661496509096
leaf_weight=127.87413104729131 2.1153809868265112 0.29020907542279673 0.23665223305579353 1.8352913671405975 1.4370738841062145 0.33537159282241269 2.2368774097412811 1.5167567397002111 0.32579996373033271 0.23423634357459278 0.24032660573720921 0.20610795915126789 0.41845273843500752 0.28420385204663068 1.2188038305137068 2.9844079732974933 0.72601196919958955 0.67524415935622562 1.4449344755628315 2.1847520079463725 0.40105421049520362 0.24281655558593229 0.12316682189702988 0.74150075799479942 0.70062143748600647 0.19199118153483141 0.078448395972372964 0.30917159656544857 5.6183202801767038 1.0482912293550724
leaf_count=2790 32 120 5 17 30 19 18 17 42 16 3 2 15 12 75 467 17 26 44 26 14 57 1 19 28 72 4 469 108 68
internal_value=1.32341e-05 -0.00251649 -0.000588448 0.000570376 0.000245819 -0.00695026 0.00427502 -0.00211757 -0.00458859 0.000269486 -0.0127579 -0.00645526 -0.00113142 -0.00554503 -0.0325353 0.00797447 0.00773587 0.0204354 -0.00372329 0.00753149 0.0228297 -0.0421163 -0.0531746 0.0116493 0.0402898 0.00178107 -0.045038 0.00316981 0.0060894 -0.0270915
internal_weight=158.276 28.567 26.4516 129.709 26.1614 9.39036 16.771 9.05499 8.81834 15.334 5.58654 5.3523 5.11198 4.90587 1.63726 3.26861 9.74742 4.62349 5.12393 3.89747 2.97941 0.918061 0.794661 3.679 1.44212 0.393606 0.27044 7.30158 6.99241 1.37409
internal_count=4633 1826 1794 2807 1674 728 946 709 704 916 590 574 571 569 90 479 326 217 109 200 117 83 91 65 47 77 76 687 218 110
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 1 0 1 2 2 2 2 1 1 2 1 2 0 1 1 2 2 0 1 0 2 1 0 0 2
split_gain=0.0194772 0.109959 0.234953 0.229196 0.100848 0.18151 0.0684862 0.116429 0.333294 0.276419 0.152336 0.115951 0.238652 0.108548 0.12374 0.10611 0.0944196 0.145303 0.0734535 0.165052 0.0637439 0.208645 0.218737 0.178185 0.184115 1.05661 0.482903 0.538877 0.176685 0.363197
threshold=0.53998383280000006 0.54353163080000011 38.396531328800009 41.972095654800007 0.54504356155000011 0.41917906650000009 0.53634621715000008 0.39563186730000005 43.61821939175001 40.371455563000005 43.735142172100005 40.300545846000013 0.40115565405000009 0.40115565405000009 44.202975721700007 0.39431454150000006 45.321989007550009 0.53146612375000013 0.39995808510000008 0.3975479776000001 40.574766824850009 40.408647214050006 0.47787491390000009 0.39078171310000004 0.52252926560000013 38.751720283100006 0.38906020780000011 0.5195503128500002 0.52507409960000018 43.895345911700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -3 7 15 9 11 -10 12 18 -12 -15 20 -16 -18 19 -9 21 23 -23 24 26 -26 27 -1 -22 -30
right_child=1 4 3 -5 -6 -7 -8 8 10 -11 13 -13 -14 14 16 -17 17 -19 -20 -21 28 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00031901705945434043 0.014466685912460964 -0.0082226493461768808 -0.059349261056883734 -0.0054389771567325586 -0.002111971554660824 0.037904373459125396 0.0088710045524958772 0.0062596158516013793 0.098212041395420974 -0.10388856112723475 -0.10127954187041505 0.030880081767045261 -0.10713257092108373 0.071906371251186013 -0.10355645153093772 0.026020180929346638 -0.10111306444345791 0.047355932315814024 0.010895099751271804 -0.10326245202209826 -0.0010862281513250006 -0.0069595972687992811 0.050323643143235966 -0.036685782138874294 -0.027090500475905773 0.07059277562742608 -0.047786087437776355 0.068668863129875232 -0.10787250089956198 0.010610389347887885
leaf_weight=28.80714375544861 1.6469513385382004 1.6040495933157246 1.5619860130827876 1.5927655246814536 22.414572407851427 1.8221631126652935 9.1912083010502084 0.33799190005811375 0.2432156689756082 0.51122122598553676 0.081766299063019687 0.3504970148205756 0.33796898051150481 0.28325136416606256 0.090901897926187303 1.60093935887562 0.087539572322754111 0.26687792863231152 0.64750013069715351 0.23208329764520386 71.29933490832552 1.053950077213812 1.8137846442405132 1.1963489319095959 2.2194975975435218 2.2097957646474242 1.9921862250193942 1.2016060254536558 0.46878981159534194 0.57736062556432444
leaf_count=581 15 23 21 29 1730 33 75 21 3 71 90 3 33 15 25 19 91 12 5 47 1432 20 35 40 23 22 28 17 55 19
internal_value=1.12996e-05 -0.00225179 -0.0161484 -0.0321311 0.000330465 0.0163091 0.000556894 -9.11909e-05 -0.0181349 -0.038593 0.0288039 -0.02108 -0.0327877 0.00797163 0.0202327 0.000456048 -0.012635 0.0106847 -0.0121514 -0.0383279 9.33514e-05 0.0032702 0.0292709 0.00128854 0.0025356 0.0216442 -0.000109244 0.00305587 -0.00168484 -0.0424829
internal_weight=157.745 30.6425 4.8017 3.15475 25.8408 3.42621 127.103 117.912 3.47082 2.41726 1.05355 1.90604 1.55554 0.810337 0.728571 114.441 0.445319 0.354418 1.21758 0.570075 112.84 40.4943 2.86773 37.6266 36.4302 4.42929 32.0009 30.0087 72.3455 1.04615
internal_count=4633 1851 65 50 1786 56 2782 2707 416 180 236 109 106 233 143 2291 128 103 73 68 2272 766 55 711 671 45 626 598 1506 74
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 2 2 0 1 2 0 0 0 1 1 1 1 2 2 0 2 0 0 2 0 1 1 1 1
split_gain=0.021589 0.20252 0.145798 0.109785 0.107206 0.13024 0.218147 0.209641 0.211731 0.340019 0.303625 0.264945 0.208251 0.183979 0.38712 0.174515 0.155299 0.128245 0.125994 0.115112 0.113838 0.378804 0.319004 0.357971 0.0671934 0.0619544 0.134132 0.298237 0.130919 0.0701461
threshold=39.427119987250002 39.262923716450011 39.525197829750006 0.54191491270000014 0.46280051495000007 39.032633164100012 38.751720283100006 38.621016321050007 0.50730517050000012 0.36880632320000012 38.474425342400004 0.51484985480000012 0.50101793360000013 0.47604862130000009 0.36042334060000009 0.34377713240000007 0.39170982905000007 0.39048232090000007 38.911218973650008 37.345948426100009 0.52769378160000013 37.140760352250005 0.52925062125000011 0.53866650695000018 36.772607578000013 0.47076434840000009 0.34269932035000011 0.34007963835000005 0.33400197600000009 0.32012514595000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 7 8 9 12 11 -10 13 15 -15 25 -8 -7 19 24 21 -13 -22 -24 -6 26 27 28 29 -1
right_child=2 -3 -4 -5 18 17 16 -9 10 -11 -12 20 -14 14 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012594569714288776 -0.050028051863875135 0.0284650759919515 -0.00018771791725830407 0.00045405673460687744 -0.10080715655921807 0.00036551599757828876 0.042685537352773056 -0.044833873187276829 -0.067192628824007367 0.065880358835719757 -0.077229806593781869 0.014038128813527099 -0.035217056770955844 0.064769086788723507 0.0043871124190367093 -0.050817324777636202 0.0010718551234873332 -0.038626866215039878 0.083808020132340774 -0.10359395362772239 0.053003581167524211 -0.048177119388859269 -0.096029933286607361 0.0030313773264253156 0.079233525099508484 0.046454477928260129 0.021946634986689022 -0.13175817058896064 0.077507675638150281 -0.090737826013789505
leaf_weight=0.14646337007256194 1.0373268879484374 2.7105217499993151 121.72734154092224 0.73676417073875189 0.0257157201270094 1.6683684368617826 2.0275484587473325 1.0916960957983963 0.65028441326284969 1.0077633133155348 0.61535787931643504 2.0843612727912828 1.1447261213324962 1.4725966993719337 3.805905299927872 0.77861926734178144 1.6080669255607061 1.7060173458958159 0.32264817315808614 0.087208673118141178 1.2017567860893903 1.844784219174471 0.39058150752680365 5.5237854076870505 0.10690518275805516 0.30792420479701821 0.93001875281333923 0.22101970599049992 0.17573256823379779 0.11912893093969501
leaf_count=67 34 34 3352 14 218 21 26 14 24 20 17 49 12 36 41 84 27 29 27 61 18 32 34 236 24 6 3 5 18 50
internal_value=1.01868e-05 0.00225055 -0.000602514 -0.0290633 -3.67535e-05 -0.000819923 0.00148306 -0.00204183 4.17708e-05 0.0107653 -0.00876455 -0.00516227 0.00466311 0.0104001 0.0212325 -0.0109438 0.0242794 -0.0193482 0.0440283 -0.0143572 -0.00151026 -0.0151727 0.00603342 -0.00351058 0.0443229 0.00539384 -0.00254628 -0.0369376 0.0105495 -0.0337542
internal_weight=157.277 33.7755 123.501 1.77409 31.065 30.5225 27.1481 23.5125 22.4208 10.1099 12.3109 11.6956 9.10213 7.95741 5.2785 2.67891 3.63562 3.37439 0.542478 0.21983 11.0453 3.92915 7.11612 5.91437 0.132621 1.90029 1.59236 0.662345 0.441325 0.265592
internal_count=4633 1233 3400 48 1199 869 819 766 752 342 410 393 322 310 77 233 53 50 330 303 369 81 288 270 242 149 143 140 135 117
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 0 2 0 1 2 2 2 2 1 0 0 1 1 1 0 0 2 0 0 2 0 0 2 0
split_gain=0.0205298 0.307358 0.180837 0.277223 0.332384 0.204748 0.155742 0.20484 0.149052 0.103217 0.475292 0.812021 0.806505 0.391021 0.176438 0.216218 0.838769 0.259607 0.215799 0.605101 0.127102 0.138291 0.431259 0.393184 0.336145 0.499545 0.317232 0.141603 0.697321 0.221206
threshold=0.50291907430000016 0.50218556330000019 0.36618664115000005 0.37043801085000005 0.37644082515000005 0.50035927070000008 0.5054040298000001 39.262923716450011 0.49688632075000011 0.37644082515000005 43.321682097200004 42.580420142950011 39.852039223600009 40.986363433950011 0.38045268105000002 0.5195503128500002 0.51484985480000012 0.38334181610000007 0.38723391515000005 0.38772791230000009 0.52157121045000021 0.52401125715000008 39.065416244600009 0.52252926560000013 0.52688542260000015 39.955516828000007 0.52468488970000016 0.52812790035000023 41.909642283050012 0.53146612375000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 -2 -6 10 11 12 -8 -14 -11 16 -16 -17 -19 -20 -21 22 -22 -24 25 -23 -27 28 -26 -29
right_child=6 -3 3 4 8 -7 9 -9 -10 14 -12 -13 13 -15 15 17 -18 18 19 20 21 24 23 -25 27 26 -28 29 -30 -31
leaf_value=-0.00044918335066686178 -0.00015330624643121113 -0.054207809569037417 -0.11348991527579606 0.07057668942907129 -0.1154286555962582 0.035997042326591504 0.01676987696378918 0.058479448055250988 -0.0059729483802924343 0.02963643345524208 -0.086567155458515135 0.085218402636546217 -0.036239688056162282 -0.16384932726648072 0.031631214220084719 0.076328725569775741 -0.10539539003169629 -0.044419273650388925 0.092683007679094889 -0.042948698066000733 -0.015391492069687191 -0.11121041344256187 0.00041293829482557173 0.067035937953071584 0.072782888080337144 0.080446710235646757 -0.06663524098790552 -0.036728030207130828 -0.085978525151238785 0.0010090786368922131
leaf_weight=88.078061617395065 1.3187087532132786 1.0710331654263416 0.35245661394355809 0.32816797704435885 0.24151095928073119 1.5688521250849579 1.5721392587292937 1.0869941706478128 0.25659302620988456 2.1457792638248057 0.75541674877968024 0.85809682868421067 0.48412975692190219 0.47642208913748618 0.93590875846893939 0.46024989035504305 0.8546466874440739 1.0304178577353003 0.72240272245835413 0.66376108063286565 2.6740562905324614 0.66613115857035043 1.5850402586896453 2.0080537628781485 1.06373424452613 0.32925525463724625 0.26439777570331557 1.6142512474962121 0.37390341747789069 41.148868569200637
leaf_count=1753 12 17 17 11 37 15 23 41 18 40 37 9 26 21 31 8 25 17 11 13 31 31 21 38 35 23 74 129 80 1989
internal_value=1.14089e-05 -0.000951032 -0.000323018 -0.0392365 -0.00756276 0.000188638 0.00137016 0.0263394 -0.0590437 0.000411937 -0.0148353 0.00114548 -0.0273391 -0.0995325 0.00149184 0.00042096 -0.0337727 0.00154222 0.000906498 0.00178583 0.000532484 0.00109043 0.0150162 0.0376462 -0.000829362 -0.051764 0.0149402 0.000622346 0.0314919 -0.000415447
internal_weight=156.989 91.8967 90.8256 1.17873 0.826272 89.6469 65.0928 2.4057 0.498104 62.6871 4.1462 3.39079 2.53269 0.960552 58.5409 56.3951 1.79056 54.6045 54.1443 53.1139 52.3915 51.7277 6.26715 3.59309 45.4605 1.25978 0.593653 44.2008 1.43764 42.7631
internal_count=4633 1868 1851 83 66 1768 2765 53 55 2712 116 79 70 47 2596 2556 56 2500 2492 2475 2464 2451 90 59 2361 128 97 2233 115 2118
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 2 0 0 0 0 2 1 1 0 2 2 1 2 0 0 0 0 2 1 1 1 1 2
split_gain=0.0218658 0.185609 0.138663 0.394767 0.715795 0.706081 0.647631 0.333065 0.227121 0.176548 0.380949 0.0823997 0.253978 0.206954 0.910509 0.591728 0.438548 0.508294 0.341399 0.244748 0.227989 0.456472 0.211598 0.157639 0.433748 0.251115 0.643193 0.239425 0.959672 2.87005
threshold=43.182896969600009 43.276780833950006 42.783136484500005 0.48149755995000004 0.50386215985000016 0.51809826055000008 0.48001556840000009 42.759119507950011 0.47500074850000013 0.54284302865000023 0.55234873210000013 0.47774018740000007 42.686561923500008 0.34536391125000004 0.34512439750000007 0.47709649410000005 41.319407281650008 41.559097512700014 0.34545372890000009 40.806664626150003 0.47568935060000012 0.47076434840000009 0.47697673720000006 0.48458129995000004 39.427119987250002 0.34587287805000005 0.34494476210000008 0.34479506600000004 0.34515433670000012 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 6 -5 -6 8 11 -4 -7 -11 13 23 14 16 22 19 -18 -15 -1 21 -19 -16 24 -13 26 -25 -26 29 -29
right_child=1 -3 3 4 5 9 -8 -9 -10 10 -12 12 -14 18 15 -17 17 20 -20 -21 -22 -23 -24 25 27 -27 -28 28 -30 -31
leaf_value=-0.00016602361717942742 0.028925459735790124 -0.00018069171905672068 0.0035984952714180479 -0.065398813542458106 0.0926848955906589 -0.11057692171900697 0.042372342716008968 0.054832468754900936 -0.10640288445776186 0.10340056697661289 -0.10534753234686241 0.03403618742422914 -0.043116121738145413 0.084863099894466332 -0.10195022667292329 -0.14012104426150584 0.074870799578407088 -0.048416682651970654 0.0080206618588513079 -0.063248435362942071 -0.018223536766968237 0.090195040216145703 0.075122530655395314 -0.019182834881268773 0.014046228791549639 0.00064517006899036011 0.063702953163807793 0.017844851740867997 -0.0053170038901924526 -0.15929478197968108
leaf_weight=5.9411802273347281 2.4410777573384577 21.381173588363914 0.30692257736043815 2.6133891172939916 0.71236794104333945 0.2859072330111303 2.1241116970777512 1.1087983168992241 0.48319725834517158 0.16887233778834343 0.18125446056274086 2.4904984375461927 1.4241674871009298 0.837012499570846 0.095651167036783447 0.7056649848818779 1.8007511307878301 0.36422945345904645 1.8696686748493396 0.68605973552885746 1.5721807230729608 0.68327330844476819 0.22917629685252905 1.6782892048358911 3.871020784135907 69.980225356242769 2.1174208726733923 2.0854621827602418 24.608546271016166 1.6292043205758089
leaf_count=256 32 1333 39 38 10 19 17 17 62 2 46 31 26 7 95 9 14 67 98 29 26 7 5 18 34 1937 34 23 275 27
internal_value=1.23252e-05 0.00280183 -0.000488617 -0.0143165 -0.0348667 0.0243086 0.0136209 0.000267319 -0.0636728 -0.0522739 -0.00466464 -0.000217977 -0.001161 0.00679081 0.00119005 -0.0887089 0.00957554 0.0339709 0.0317834 -0.00669639 0.00585658 0.0419981 0.0229803 -0.000610098 -0.00617022 0.00200392 0.0270547 -0.00928053 -0.0124687 -0.0598463
internal_weight=156.477 23.8223 132.655 6.87602 3.96179 1.3484 2.91423 125.778 0.79012 0.636034 0.350127 124.67 109.885 14.7848 12.0782 1.03049 11.0477 4.42043 2.70668 6.62724 2.61968 1.0475 0.324827 108.461 34.6847 73.7759 3.79571 32.1942 28.3232 3.71467
internal_count=4633 1365 3268 233 115 77 118 3035 101 67 48 3018 2405 613 508 109 399 114 105 285 100 74 100 2379 390 1989 52 359 325 50
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 2 2 2 2 2 2 0 2 1 1 2 1 2 2 0 0 2 0 0 1 1 2 0 2 1
split_gain=0.0186448 0.194101 0.845227 0.122992 0.275167 0.0981833 0.235967 0.17869 0.312931 0.276877 0.114994 0.0683106 0.206701 0.17103 0.848653 1.50384 0.29959 0.163517 0.255794 0.238366 0.398116 0.225772 0.186945 0.48809 0.146122 0.145363 0.178415 0.137824 0.13564 0.134095
threshold=43.157831852650006 43.084051236300006 0.50386215985000016 43.276780833950006 0.48847339900000003 43.022303514600004 42.91168285345001 42.876019054300009 42.783136484500005 42.759119507950011 42.982930821650008 0.47774018740000007 42.686561923500008 0.34536391125000004 0.34521421515000011 41.741384785950011 0.34545372890000009 41.319407281650008 41.559097512700014 0.47568935060000012 0.47076434840000009 40.806664626150003 0.47736594710000008 0.47697673720000006 0.34614233110000009 0.32168198560000011 41.909642283050012 0.47396784530000008 42.123054668150012 0.34512439750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 6 7 8 9 11 -8 13 29 14 17 -16 -15 21 -19 20 25 22 23 -1 -18 26 -20 28 -26 -13
right_child=3 2 -4 -5 -6 -7 10 -9 -10 -11 -12 12 -14 16 15 -17 24 18 19 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0022197034617027949 -0.0074283475912116986 -0.12825014144954336 0.042352318355056054 -0.00016261649468134374 0.052031075446688752 0.030910015444060791 -0.074297153326391252 0.039059650675017536 -0.045837307018793037 0.050581025482589963 -0.0096451798463114274 -0.011213139843777907 -0.038984849019795272 0.080502245060527763 -0.29608732264397097 0.048096568954149828 -0.0098172597972272062 0.048993174574625459 0.10122682387051847 -0.021817560349199509 0.087430332599759408 -0.058083294770225405 0.033764672596085274 -0.12162029921834627 -0.10141803999038153 -0.10768441396327372 -0.10318993293480272 0.09362375100460836 0.067903569847274747 0.0006074859481080497
leaf_weight=4.2866655897991102 1.6224038957893214 0.56880507302739036 0.5933292039517255 21.381937247903323 1.4959797962183072 1.0131677103761934 0.63021717095084173 1.1640288534890704 1.4913447730006613 1.0831851105726276 0.48825368281086412 10.643482022627721 1.4179251583773282 0.79628936963854302 0.255942778243054 0.25187698932131752 1.3605637738946823 1.9340842504198006 0.10708225047415032 1.6732433722354469 0.63682175613939762 0.67307738668627326 1.4884662032127378 0.34378038346767414 0.091926608019761491 0.18013699124276172 0.071012050729592602 0.31571778177749366 0.097481160017196089 97.601440914757035
leaf_count=303 24 40 25 1333 25 35 41 17 34 17 24 112 26 7 25 19 20 17 14 28 7 29 7 6 60 19 34 10 8 2267
internal_value=1.07818e-05 -0.000461904 -0.0411488 0.00254317 0.0210961 -9.84554e-05 -0.000341838 5.78815e-05 -0.000300152 0.000241796 -0.0460742 -0.000197132 -0.0010517 0.00623749 0.00111263 -0.125373 0.0291516 0.0067498 0.0213025 0.00123126 0.0399893 -0.00311139 0.00293549 -0.00697461 0.00723485 -0.0443459 0.0197191 0.053165 -0.0142745 -0.00055481
internal_weight=155.76 131.259 1.16213 24.5003 3.11838 130.097 129.084 127.966 126.802 125.31 1.11847 124.227 109.663 14.5642 11.9022 0.50782 2.66198 11.3944 4.60238 2.6683 0.995053 6.79199 6.11891 4.63045 1.86569 0.358231 0.178094 0.505126 0.189408 108.245
internal_count=4633 3251 65 1382 49 3186 3151 3086 3069 3035 65 3018 2405 613 508 44 105 464 119 102 74 345 316 309 98 67 48 78 68 2379
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=1 2 2 1 2 0 2 2 1 1 0 1 1 1 2 1 0 0 1 2 0 0 2 2 2 2 2 1 2 1
split_gain=0.0188416 0.0980275 0.152462 0.224044 0.0921723 0.0623699 0.145584 0.322165 0.236479 0.192971 0.126435 0.152922 0.242935 0.167437 0.105146 0.0995853 0.0756137 0.090614 0.175177 0.309275 0.340315 0.048023 0.0420353 0.396618 0.312898 0.0331515 0.160766 0.304332 0.306673 0.246095
threshold=0.32467590790000006 41.909642283050012 39.476991512000005 0.32012514595000008 35.771221912400001 0.47396784530000008 39.065416244600009 42.123054668150012 0.34007963835000005 0.34377713240000007 0.46898296455000005 0.34269932035000011 0.34007963835000005 0.33400197600000009 43.968221017800005 0.3584174126500001 0.47500074850000013 0.47673722340000008 0.34422622080000004 41.489621506400006 0.47568935060000012 0.45798030000000006 49.064150740050003 48.96897326980001 44.952171034750002 43.182896969600009 43.564719632750005 0.34479506600000004 43.735142172100005 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 10 -8 -9 -10 11 12 13 -2 -11 -16 -7 18 -18 -20 -21 -17 23 24 -3 -19 -27 -28 -29 -30
right_child=5 22 3 -5 -6 16 7 8 9 14 -12 -13 -14 -15 15 21 17 25 19 20 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.018193806817059368 -0.087488835081918792 -0.10338533160729191 -0.0026502116754520688 0.10204970264952916 -0.10515306833775812 0.021178548250249743 -0.10789903481460433 -0.10756412776659902 0.093355752102806222 -0.055597575982055662 0.041463986038856968 0.010664626133052526 -0.122727117866128 0.07403021538498443 0.10195244621708621 0.068592249484983547 -0.083480453656078771 -0.00041341156932698538 0.03623377484116113 0.0093696365327172113 -0.10999539183980694 -0.10723986374713564 0.010484384056196583 -0.11173832014210974 0.018360776374982291 0.017892725963179767 -0.11958526733495277 -0.041887101609984545 0.035897175084036219 -0.0017760915691032713
leaf_weight=0.13752850855944732 0.10473515615389295 0.23538373699093362 0.38028905226566678 0.44184272177517414 0.10827998056720389 1.6837834809848562 0.45314200965231044 0.17642656309180893 0.24584859050810337 0.27448550728354348 0.60390335057672917 0.99704420480988176 0.26896355107908221 0.16575012444809545 0.11034050956368446 0.023024469002848491 0.36603169400768765 124.01733512512371 0.85151164303533711 0.50966406607767567 0.4495109323579527 0.047738780325744301 1.9277572080609386 0.32839325908571471 2.0464325966895558 5.8100287371880723 0.21713753126459678 1.541310462187538 2.1701817829161874 8.6260777912637305
leaf_count=35 39 135 39 9 49 35 124 25 4 32 6 82 7 18 2 58 7 2645 22 27 61 5 33 7 59 88 7 37 19 917
internal_value=8.27783e-06 0.00570012 0.032959 0.0536192 -0.0361412 -0.000204848 -0.0134526 -0.0394219 -0.00407493 0.0219548 0.0026965 -0.0125407 -0.0554302 0.0114881 -0.0165751 0.0425683 0.000109616 -0.000135789 -0.0203847 -0.00762986 -0.04657 -0.0500288 -0.000714835 -0.00898596 0.0058019 0.000173774 0.00413904 -0.00222584 -0.000160351 0.0057967
internal_weight=155.32 5.60591 1.06794 0.822132 0.245808 149.714 3.4714 1.33101 0.877864 0.701438 2.1404 1.53649 0.539449 0.270485 0.455589 0.181104 146.243 144.559 2.17672 1.81069 0.959175 0.0707632 4.53797 2.61021 2.28182 142.382 18.3647 12.5547 12.3376 10.7963
internal_count=4633 366 132 48 84 4267 402 250 126 101 152 146 64 57 97 65 3865 3830 117 110 88 63 234 201 194 3713 1068 980 973 936
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 2 1 2 0 2 1 2 0 1 1 1 0 0 0 0 0 0 0 1 1 0 2 0 0
split_gain=0.0178633 0.10417 0.373542 0.0964762 0.253727 0.377998 0.195335 0.264266 0.242508 0.306247 0.228395 0.113329 0.107366 0.0943337 0.0693075 0.181623 0.119822 0.0726573 0.082837 0.0600524 0.546842 0.0673073 0.17302 0.167861 0.133443 0.417287 0.317158 0.206976 0.071465 0.175053
threshold=0.53998383280000006 0.42802610700000004 0.4289991317500001 0.54353163080000011 38.396531328800009 41.976795488650005 41.362929270750008 0.42307116555000007 41.542492784600007 0.5485614203000001 40.330620469300008 0.3975479776000001 39.852039223600009 0.54695967185000016 0.41808628485000005 0.41625999220000004 0.41861022125000008 0.52949013500000019 0.52889135055000014 0.5485614203000001 0.5541600551000001 0.55980359870000018 0.55688452445000014 0.5619592227500001 0.43837010870000009 0.44512140355000007 0.57559653900000007 40.858951393400005 0.58320110180000018 0.58388970390000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 3 -3 4 -2 -6 7 10 -8 -10 12 -11 13 -5 15 -1 -16 18 -18 -4 -21 22 -22 -23 27 26 -26 -25 -27 -30
right_child=1 2 19 6 5 -7 8 -9 9 11 -12 -13 -14 -15 16 -17 17 -19 -20 20 21 23 -24 24 25 28 -28 -29 29 -31
leaf_value=0.00035045507413565167 0.010649296619468947 0.10214838325197673 0.021744826722293699 0.028572947494796438 -0.076972920688542029 -0.0032172197682405245 -0.12641789605014639 -0.032569640480618348 0.049714734545132637 0.023531774014609656 0.042964215897977054 -0.1059790271797362 -0.026076595001965831 -0.009847162981133431 -0.0065473405014670099 0.033649768161203651 -0.10083686339453862 -0.10487933771566782 0.10149047943616299 -0.09764689570085161 -0.004855959397926375 -0.034485916801979821 0.060759707855616289 -0.014930212812885479 -0.11905257850539699 0.010171765714371351 0.0043726365512039445 0.048665949582269247 -0.10798769123989126 -0.0024144621555387026
leaf_weight=121.18449803917336 1.5945838615007328 0.36995464802021416 1.2500875747937268 1.3795784686881223 1.3635722470935436 1.4168965648477749 0.2625933557283131 1.6028040600867823 0.37334898803237593 0.087006350211595418 1.7856149394065139 0.30239727826420904 1.1417928416049106 1.1906039171890368 1.2328871918143693 1.6603909477707919 0.038595491228491485 0.22907936882165814 0.04253837838768959 0.56518902100038104 1.0035327729856351 1.2690997888275877 0.67028353659043194 0.79713097710145975 0.50232274032214164 7.0508279921174317 0.35556015662288587 1.4294361138308884 0.16717952825274585 2.5942305435469777
leaf_count=2634 13 6 22 17 19 26 4 24 36 35 18 62 15 38 13 12 90 32 1 30 39 22 23 41 30 322 29 33 14 933
internal_value=4.01601e-06 -0.00216365 0.00270122 -0.0091783 -0.0211507 -0.0393878 -0.00273214 0.00315972 -0.0435325 -0.0149975 0.0135765 -0.0770418 -0.000560218 0.0107753 0.000535977 0.000800534 -0.0205252 -0.0760777 0.00524309 0.000617328 -0.000992642 0.00245618 0.02142 0.000215431 0.00363022 -0.00101646 -0.0678975 0.025898 0.00483094 -0.00880601
internal_weight=154.914 30.5256 18.0248 12.5008 4.37505 2.78047 8.12574 7.10039 1.02535 0.762753 5.49759 0.389404 3.71198 2.57018 124.388 122.845 1.5431 0.310213 0.0811339 17.6549 16.4048 15.8396 1.67382 14.1658 12.8967 10.6701 0.857883 2.22657 9.81224 2.76141
internal_count=4633 1851 1544 307 58 45 249 112 137 133 88 97 70 55 2782 2646 136 123 91 1538 1516 1486 62 1424 1402 1328 59 74 1269 947
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 1 0 2 2 0 0 1 1 1 0 0 2 0 0 2 0 0 2 1 1 0 2 1 1
split_gain=0.0188783 0.428848 0.403565 0.247757 0.135355 0.392631 0.312599 0.793418 0.311244 0.175819 0.132335 0.368199 0.580812 0.312683 0.250752 0.450751 0.131985 0.38162 0.360094 0.292901 0.454153 0.274009 0.121761 0.580723 0.154407 0.113988 0.0978035 0.409805 0.235439 0.0968538
threshold=0.37977904855000005 0.51657136015000005 36.772607578000013 0.38045268105000002 0.50291907430000016 0.50101793360000013 0.37227927305000003 0.51484985480000012 43.084051236300006 41.600558339100012 0.52157121045000021 0.51484985480000012 0.38723391515000005 0.38512319990000005 0.38334181610000007 0.5116313883000001 0.52401125715000008 39.065416244600009 0.52252926560000013 0.52688542260000015 39.955516828000007 0.52468488970000016 0.52812790035000023 41.909642283050012 0.39150025445000008 0.40651477500000005 0.53146612375000013 41.16018805045001 0.39500314360000005 0.3975479776000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 -1 9 8 -8 -6 11 14 -13 -12 -5 -16 17 -15 -19 20 -18 -22 23 -21 -24 -25 27 -26 -28 -23
right_child=3 2 -4 10 6 -7 7 -9 -10 -11 13 12 -14 16 15 -17 19 18 -20 22 21 29 24 25 26 -27 28 -29 -30 -31
leaf_value=-0.00034914233928854034 0.050047310943093115 -0.0027278057320777129 -0.12340476525807176 0.05652903557281156 0.012141446728510464 -0.056900217228931453 -0.11560979307837738 0.054962214166732373 0.0017350629744234611 0.052385251675190141 0.065765469503411875 -0.09423323448472376 0.0020121224421699299 -0.013932095888025096 -0.10762706055008996 0.061325348102821468 -0.11006845514015828 0.00038201981962931612 0.064294382399505259 0.067519731495392407 0.077688771398364678 -0.10269159501787761 -0.053673044115932968 -0.11614426559904026 0.010733507453628914 0.0098321551360121655 0.062157953131881209 -0.1035612687663322 9.3062557374353131e-05 0.032283287576809309
leaf_weight=88.549438336672964 1.0298608042648982 0.55771709093823918 0.55079914608541003 0.88519782759249099 2.7592305502621448 1.244992883526719 0.70950043178163447 0.78409278625622381 0.33171058807056397 1.7897552425711181 0.75565124425338481 1.1136538351565834 1.4348833989342891 2.6812191350036292 0.32653370642015034 0.30578473648347426 0.60944899870810221 1.582610280233425 1.9900462863319601 1.0318797966319824 0.30931509600839036 0.17836504545994103 0.54025244823424046 0.25536519011075132 0.99297351302447967 0.099933714959945519 0.62069361047724569 0.45858787832844428 39.97964420382047 0.075737309180397006
leaf_count=1788 16 7 41 5 33 24 46 9 17 37 10 18 34 31 73 12 31 21 39 35 23 55 18 66 39 14 33 87 1950 21
internal_value=1.4634e-06 -0.000846505 -0.0626897 0.00144211 -0.000133651 -0.00113322 0.0139472 -0.0210125 -0.0782259 0.027975 0.000551863 -0.0168242 -0.0400449 0.00190634 0.022173 -0.0259229 0.000967638 0.0145827 0.0359826 -0.000918138 -0.0502379 0.0144809 0.00039715 0.0295532 -0.00055243 -0.0807113 0.000130025 -0.0253753 0.0010419 -0.0624612
internal_weight=154.535 97.2772 1.10852 57.2576 96.1687 89.7944 6.37429 1.8253 1.04121 4.54899 56.2278 4.06605 2.54854 52.1617 1.51752 0.632318 51.4061 6.25388 3.57266 45.1522 1.17287 0.563417 43.9793 1.38718 42.5922 0.355299 42.0519 1.45156 40.6003 0.254102
internal_count=4633 2002 48 2631 1954 1812 142 72 63 70 2615 142 52 2473 90 85 2463 91 60 2372 130 99 2242 115 2127 80 2109 126 1983 76
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 0 2 1 2 2 0 0 1 2 2 2 2 0 2 0 1 2 0 2 1 0 0 0
split_gain=0.0186621 0.0382997 0.0625368 0.0498033 0.0733648 0.0320646 0.0422895 0.0481801 0.0217217 0.0752367 0.0687317 0.0255377 0.304157 0.23498 0.392298 0.024825 0.0221516 0.162701 0.145412 0.121511 0.11863 0.775903 1.17371 0.183958 0.190598 0.338737 0.323916 0.318089 0.288157 0.2845
threshold=34.823977857500005 0.38906020780000011 0.38512319990000005 33.96174662340001 0.38045268105000002 0.39346127360000005 0.54191491270000014 0.54413041525000005 35.374259656300005 0.36551300860000008 35.771221912400001 36.377496227400009 0.50730517050000012 0.50035927070000008 0.36510882910000009 36.016191615950007 39.427119987250002 39.525197829750006 39.262923716450011 0.54191491270000014 39.032633164100012 0.52252926560000013 0.39078171310000004 38.751720283100006 0.54695967185000016 38.474425342400004 0.4289991317500001 0.55877069550000014 0.5641597557000001 0.50730517050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 9 -2 -10 12 13 14 -12 -14 18 19 20 -18 23 -22 -23 24 25 29 -26 -28 -29 -13
right_child=8 5 -4 -5 -6 6 7 -9 10 -11 11 16 15 -15 -16 -17 17 -19 -20 -21 21 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.052071401690489162 0.013211897990811058 0.10134597510379494 -0.10212995641929137 0.066278216990744529 0.10025057137802561 -0.039207960867039933 0.10162607311104835 -0.013103788304507508 0.032960447508744155 -0.018710284369786775 0.089473914802128435 0.015574963378164284 0.029577170017199225 -0.12013606561633793 -0.11961778893984587 0.00056354278501521244 -0.05314593236322207 -1.2596177650892006e-05 0.025118652726614201 0.00041062510674335755 -0.08519101271589806 0.10751204080183081 -0.039756853855726276 0.023380683039424699 0.096667786064331004 -0.049399747689978978 -0.11454732685795695 0.042711509278882946 -0.066873623180883066 -0.014276055641861763
leaf_weight=0.14420369687373735 1.1074278179057722 0.072430836036801338 0.056085524149239063 0.11018337920540944 0.040500805713236332 0.070571324904449284 0.089181181043386459 0.062084114904656929 0.63398210247657871 2.2151680369396445 0.19641167636655055 6.064419237453448 0.77319761808212184 0.36053057387471199 0.16520550847053528 0.47674216168138628 1.0150827615871083 119.37972454554476 2.6162435477453974 0.7270678690256317 1.1201897235587233 0.87409941107034717 1.420867664273828 3.6878252994124514 0.50196026899038715 1.5668095507535316 0.19610011440818187 1.2036591161158865 0.29969893201359799 6.7424511220779095
leaf_count=107 15 2 5 27 6 9 2 228 37 40 45 117 16 5 2 49 34 3352 34 14 19 7 42 69 15 32 27 18 137 121
internal_value=-1.69853e-06 0.0169693 -0.00533919 0.0130697 -0.0186712 0.0435767 0.0247148 0.0545373 -7.31088e-05 -0.00807056 0.000104014 -3.54244e-05 -0.0113397 -0.0630072 -0.00605003 0.018511 0.000115801 -0.000455349 0.00274674 -0.0307947 0.000274813 -0.0169665 0.0163344 0.00318069 -0.00131364 -0.00551024 0.0260872 0.00524014 0.0208654 -0.000140745
internal_weight=153.99 0.645241 0.350973 0.294888 0.184705 0.294267 0.221837 0.151265 153.345 3.3226 150.022 149.388 1.97209 0.722148 0.361617 1.24994 147.416 121.122 26.2943 1.74215 23.6781 3.41516 2.29497 20.2629 16.5751 14.3737 2.20142 1.69946 1.50336 12.8069
internal_count=4633 386 145 140 113 241 239 230 4247 55 4192 4155 117 52 47 65 4038 3400 638 48 604 68 49 536 467 270 197 182 155 238
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 2 2 1 2 2 1 1 1 0 2 1 1 0 2 1 1 2 1 1 1 1 1 1 0 1
split_gain=0.0181072 0.234894 0.186737 0.597369 0.106665 0.0864496 0.401015 0.215527 0.179383 0.703628 0.19987 0.216283 0.158933 0.366671 0.144768 0.158401 0.524315 0.183151 0.132271 0.211195 0.109081 0.145392 0.0888802 0.174655 0.26587 0.205917 0.148177 0.122293 0.0724413 0.148194
threshold=0.47880302985000006 0.47847369840000004 0.47905751325000007 0.47938684470000009 0.47961138885000004 42.720329370750001 43.477771593600004 0.3447651268000001 41.16018805045001 40.806664626150003 0.3453339720000001 0.34545372890000009 0.34512439750000007 0.47757552170000012 41.559097512700014 0.34506451900000007 0.34479506600000004 0.47076434840000009 41.641174900500005 0.34608245260000009 0.32168198560000011 41.909642283050012 0.34494476210000008 0.34566330350000002 0.34575312120000007 0.35799826355000003 0.36166581840000006 0.34007963835000005 0.48001556840000009 0.3447052483500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 8 7 -7 9 -1 12 -12 13 14 -10 16 17 20 -13 -20 21 -16 27 -24 -25 -26 -27 -8 -6 -30
right_child=2 -3 3 4 28 6 22 -9 10 -11 11 18 -14 -15 15 -17 -18 -19 19 -21 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=9.0797229978247686e-05 0.03052880714739727 -0.040835589685262352 -0.097548362147369796 0.019037065689045115 -0.016090071100306844 -0.021420879062025836 -0.0010886120023266628 -0.10604842570390792 0.054719797541979143 -0.11854172492908653 0.062815393842052897 0.032622885926142833 -0.019112318338180972 -0.035421830856890567 0.10097904062439847 0.047618424312593929 -0.11294687937573913 0.056945011235002445 -0.063357255437991977 0.032526154319771239 -0.10655679024912201 -0.10259959891793372 -0.074964001445228121 0.098863049897114044 -0.10475780166061328 0.091681246812809036 -0.028275651235578143 0.036854846042622541 0.022390149025998285 -0.00015038940380150527
leaf_weight=8.3509043683723405 2.0404398219689019 1.4961874360305945 0.62424184964038332 3.0352571420371524 2.7162751844152799 0.62701015923881243 4.484983144899914 0.57868401830000948 1.3600345433119385 0.5317989089284233 1.3625528397969904 1.3137080239830541 2.3021924905078777 1.1716753253713248 0.087796195372220831 0.81612705439329136 0.35198526387102902 0.69360492238774896 0.47335428115911771 0.44631589332129806 0.12887420867627952 0.058427827035387736 0.43191133163054451 0.21708009531721473 0.2324576575338142 0.15159523650072515 0.3210641567784478 1.0478957835584877 2.993931211902221 113.18261662562718
leaf_count=395 18 44 12 41 36 49 182 95 22 38 9 8 34 12 14 3 18 9 20 24 18 34 16 4 19 62 15 11 29 3342
internal_value=1.51097e-06 -0.00224727 0.000525623 2.6084e-05 0.000525641 -0.000151006 -0.00883641 -0.0620386 0.0034629 -0.00701162 0.0122682 0.0314168 0.00239008 0.0129936 0.0292159 0.0129833 -0.00841971 0.029561 0.012261 -0.016825 -0.0394823 0.0196336 0.000477628 -0.0224858 0.00209238 -0.0276998 0.0101979 0.00609766 5.30565e-05 0.000430492
internal_weight=153.631 29.0382 124.593 122.552 121.928 27.542 8.09268 1.20569 19.4494 8.8827 10.5666 3.59593 6.97072 4.66853 3.49685 2.13682 1.32069 0.968703 2.23338 0.91967 0.275098 0.146224 6.88699 1.35411 0.922197 0.705117 0.472659 5.53288 118.893 116.177
internal_count=4633 1155 3478 3460 3448 1111 453 144 658 433 225 61 164 130 118 96 93 75 52 44 66 48 309 116 100 96 77 193 3407 3371
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 1 1 0 2 0 0 0 1 2 1 0 2 2 2 0 1 1 0 1 0 2 2 2 2 0
split_gain=0.0161288 0.119868 0.103556 0.107023 0.0822426 0.0666184 0.0614335 0.0920039 0.122818 0.187534 0.207336 0.326117 0.0755386 0.150654 0.0446632 0.092184 0.0900411 0.069295 0.052347 0.0453574 0.0374754 0.0625201 0.0359475 0.0302239 0.0290778 0.20074 0.411364 0.402108 0.442845 0.192
threshold=0.46551001470000003 0.56685428580000019 38.983591653800012 40.722669576350008 37.232443001650005 0.4690129038000001 0.45736654595000009 0.58634472020000017 39.571921479100006 0.58249753000000004 0.56065686655000013 0.56300709560000006 0.4529056016000001 37.817254840650008 0.48616807880000007 0.61400856260000014 44.749265482150008 41.976795488650005 45.044778924400006 0.6310290111500001 0.51869704500000013 0.52366695605000013 0.58745247150000013 0.58454836680000011 0.56579144335000009 40.94178426300001 40.806664626150003 42.283941020600004 42.546237522150008 0.56065686655000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -5 12 8 -8 10 -10 -12 24 -14 16 -16 17 -7 -17 -20 -21 -22 -15 -23 29 26 -26 -27 -29 -1
right_child=1 2 3 5 -6 14 7 -9 9 -11 11 -13 13 22 15 18 -18 -19 19 20 21 23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.00027908868379557987 -0.10368423036989333 -0.10062734463866543 -0.10229381543516709 -0.10698501369092857 0.083719173844652384 0.028878020852657324 0.10094203395339577 -0.019227798439323388 -0.11242456000169561 0.065136940602745913 0.10379296078523033 -0.10420955196137577 0.0018050065237899542 -0.10348122052618831 -0.101125246882887 -0.10078948602723342 0.058125088293264543 -0.045999753886677722 0.055517619605763291 -0.030922374015754667 0.10242215839432806 0.011566303046686165 -0.041975021417819169 -0.10202668535736795 0.008279565641826258 -0.085958806686928055 0.10490402996793538 0.068871985413067827 -0.016977986549188386 -0.02846207171043685
leaf_weight=139.34113785418936 0.12489476116025544 0.027574825059865637 0.11924418687078731 0.060816176992375293 0.19777458125611247 0.23603209340944864 0.22359173380027531 0.44286426892199404 0.17279692434567551 0.4498089223052375 0.19560971856117249 0.12263130996143445 0.67557651579079336 0.21671307019914821 0.11223450805505308 0.051139651019866506 0.31385404778848169 0.25944879162125289 0.1363528331858106 0.31173405102163088 0.067876748740673065 0.093858983193058521 0.16922431981402042 0.031212666005558276 2.3736813354414319 0.57206603973463677 0.54103593342006195 0.81026450172066722 2.3249240352495235 2.3637321344667717
leaf_count=3149 13 230 93 16 65 17 14 49 7 8 2 68 15 46 144 189 22 26 18 28 1 42 11 47 110 21 13 9 103 57
internal_value=-9.57719e-07 -0.00861332 -0.00273271 -0.0107595 0.0611617 -0.00424145 0.000121333 0.0195673 0.0343221 0.0184898 -0.0242406 0.0236411 -8.78911e-05 -0.026669 -0.000369415 -0.0170566 0.0162162 -0.0103302 -0.00342508 0.00434233 -0.00948398 0.0251526 -0.0765122 -0.0167818 0.000102339 0.00657928 0.0262152 -0.00885888 0.00520925 -0.000200333
internal_weight=153.14 2.14405 2.01915 1.7938 0.225349 1.67456 150.996 1.6073 1.16444 0.940847 0.491038 0.318241 149.388 1.06151 1.61374 0.804409 0.809335 0.495481 0.692175 0.641035 0.504682 0.192948 0.385937 0.125072 148.327 6.62197 2.91472 3.70725 3.13519 141.705
internal_count=4633 951 938 643 295 550 3682 148 99 85 77 70 3534 72 534 469 65 43 325 136 118 90 57 89 3462 256 123 133 112 3206
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 0 0 1 2 0 0 1 0 1 1 0 1 0 0 2 1 2 1 1 0 0 0 1 2
split_gain=0.0166667 0.198944 0.173666 0.116092 0.260321 0.163477 0.474342 0.47421 0.330869 0.368382 0.139535 0.126562 0.129276 0.482341 0.470222 0.171881 0.526765 0.181814 0.718312 0.0889289 0.195606 0.649256 0.477326 0.42242 0.284953 0.239498 0.312281 0.148207 0.231418 0.315831
threshold=0.36880632320000012 0.50218556330000019 43.084051236300006 0.50101793360000013 0.49820364660000011 0.37227927305000003 0.50291907430000016 0.5132031975000001 0.38334181610000007 43.084051236300006 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.52157121045000021 0.38723391515000005 0.39019789825000006 0.5218855723000001 0.39048232090000007 0.52252926560000013 0.49877249185000011 36.165040341950011 0.36510882910000009 37.572218886150004 0.36476452800000009 0.34007963835000005 0.49194634890000005 0.49588335680000006 0.48588365620000007 0.34587287805000005 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -3 4 -2 -5 -7 8 9 -8 -9 -12 14 -14 -13 -15 -17 -18 -19 20 21 23 -22 24 -1 27 -27 -24 29 -29
right_child=3 2 -4 5 -6 6 7 10 -10 -11 11 12 13 15 -16 16 17 18 -20 -21 22 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.015348541534309486 0.0062778480505208782 -0.043983182518326849 0.0047888509115475812 0.026899127232442355 -0.11110576224521769 0.10795856604887255 -0.12584721461820123 0.027272916089736518 0.026019615289679221 0.0015501104043183231 -0.035459621413220496 -0.013076925418628434 -0.12255397930202937 -0.033527108910439037 0.0563680869624835 0.10035431829094715 0.031435848324966702 -0.15187457778425939 0.00019882079592310403 0.015372360625411852 0.072733977968302291 -0.16750969687816131 -0.001335735291654842 0.10224806942880001 -0.13455910811142144 -0.055529766732503261 -0.00065934459894746093 0.059972957802422136 0.00049619484541838399 0.0015142708741781447
leaf_weight=0.29386121595629322 0.52278764829657731 1.9471538229845458 1.1680408269348843 2.4829848324879924 0.29583844757507904 0.40944769945236359 0.71900910025578813 2.0058142610141649 0.35513446584263864 0.33167768782004714 0.96583214379916071 2.1429514541960009 0.32071537160118779 1.4431298106792301 1.7890447608660909 0.53305174410343781 1.8144577294588007 0.3127407214139869 45.453608499957454 3.6172744806390247 0.89053135011272289 0.30170735716819763 67.45242248149431 0.28530368208885193 0.22304700674292022 1.805670954287051 2.4371788492426276 1.9017129139974698 6.812991208396852 1.797916494309902
leaf_count=98 50 34 38 42 13 13 48 30 26 17 27 39 10 22 24 5 15 8 2391 54 67 3 1340 5 57 20 29 35 57 16
internal_value=-1.46358e-07 -0.000861715 -0.0256961 0.00126559 -0.0361427 0.00176695 0.000701999 -5.27369e-05 -0.057426 -0.0856308 0.00136774 0.000419123 0.00106311 -0.000313088 0.0185203 0.000478012 0.00149796 0.000390468 -0.000840361 1.92276e-05 -0.000640332 -0.0424577 -8.48111e-05 0.00457371 -0.0493369 -0.000873633 -0.0240111 0.000385504 0.0114295 0.0315637
internal_weight=152.833 90.9348 3.11519 61.8982 0.818626 61.0796 58.5966 58.1872 1.40582 1.05069 56.7813 54.7755 53.8097 49.8777 3.932 49.557 48.1139 47.5808 45.7663 87.8196 84.2023 1.10392 83.0984 0.802212 0.516908 82.2079 4.24285 77.965 10.5126 3.69963
internal_count=4633 1853 72 2780 63 2717 2675 2662 91 65 2571 2541 2514 2451 63 2441 2419 2414 2399 1781 1727 163 1564 160 155 1497 49 1448 108 51
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=1 1 1 0 2 2 1 1 0 1 0 1 1 1 0 0 0 2 2 1 1 2 2 1 1 1 0 2 2 1
split_gain=0.0163313 0.133693 0.0694589 0.093378 0.474941 1.80762 0.31462 0.357614 0.194026 0.415293 0.175207 0.154997 0.208192 0.106863 0.0747825 0.0713211 0.265978 0.260424 0.391723 0.704799 0.357217 0.325587 0.839322 0.223113 0.572257 0.21942 0.293039 0.702511 0.157028 0.124896
threshold=0.34506451900000007 0.34503457980000002 0.34512439750000007 0.47757552170000012 41.289992964000007 41.489621506400006 0.34545372890000009 0.34584293880000011 0.47721625100000004 0.34524415440000006 0.47787491390000009 0.34587287805000005 0.35799826355000003 0.34548366815000003 0.45995628875000011 0.48119816770000007 0.48185683060000012 42.154118731400011 40.986363433950011 0.34560342505000002 0.34554354660000003 42.982930821650008 42.759119507950011 0.3453339720000001 0.34545372890000009 0.34575312120000007 0.48271009850000007 41.559097512700014 41.184662530950007 0.34614233110000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 13 -6 8 -8 9 -7 -5 -9 -13 -4 -14 17 -17 18 20 -20 -12 22 -19 -18 -25 28 27 -27 -26 -29
right_child=2 -3 3 10 5 6 7 11 -10 -11 15 12 14 -15 -16 16 23 21 19 -21 -22 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-0.00061562778594502162 0.021908280999270682 -0.032684131551225896 0.076633418951063181 0.031895425469330739 -0.2723434581639006 0.063978551039638371 -0.11168592222640501 0.10213310612986976 0.071937670118055713 -0.10901794586195708 0.015977276799676143 -0.10360819669887972 -0.065511715497240761 0.015178591249488985 0.037290531004676046 -0.025697386569552196 0.030678813128473117 -0.11701094075396012 -0.00012889349982581861 0.065664584711704652 -0.034944717337764296 0.0098857810020042923 0.0050213715286046949 -0.099147005154338885 -0.0029970909198115941 0.11887347023178732 0.000369711909248068 -0.054290161587801748 -0.043386085238469749 0.018186957134286367
leaf_weight=26.673197823280564 1.4963175172451872 1.3666361656178185 0.39864797154334286 1.7780322381295253 0.29603500943630967 0.31554858986055501 0.48476286635923294 0.12023060023784637 0.53640074282884598 0.24768793026305502 3.352003972046079 0.20964547689118262 0.088045725745587333 0.97495914407332052 0.36044931708602235 4.1051895958044033 2.3576559741049996 0.88413682603277211 3.4481655955314636 3.0847323462367058 2.3387706187204458 3.0251922379247844 1.554655648418702 0.58402969222515722 1.9229254536330693 0.70176463868847239 86.771995686477965 0.41062645241618156 1.9275338267907498 0.56479901075363159
leaf_count=757 18 18 83 24 4 22 37 2 4 31 28 21 93 60 10 28 25 45 22 32 30 44 8 14 11 3 3066 59 32 2
internal_value=1.42164e-06 -0.00217862 0.000493037 0.000232187 -0.0147333 -0.0394008 -0.0102151 -0.0442624 0.0288944 -0.0120981 0.000740108 -0.0022716 -0.0213445 0.033014 0.017109 0.000266784 -0.000774842 0.0061173 0.0142299 0.0309378 -0.00495043 -0.0120317 -0.0392191 0.000299395 -0.000471722 0.00015265 0.00116995 0.0425713 -0.0232158 -0.0123239
internal_weight=152.381 28.0398 124.341 122.845 4.03241 2.65881 2.36277 1.26313 1.09964 0.563237 118.812 0.778371 0.658141 1.37361 0.448495 117.034 99.3465 17.6877 12.2237 6.5329 5.69077 5.46398 2.43879 95.2413 92.8837 92.2996 88.4492 1.67719 3.85046 0.975425
internal_count=4633 775 3858 3840 367 224 220 163 57 53 3473 126 124 143 103 3449 3240 209 112 54 58 97 53 3212 3187 3173 3130 64 43 61
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 2 2 1 0 0 0 2 2 1 2 2 2 0 1 2 2 2 2 0 2 2 2 0 1
split_gain=0.0161868 0.169654 0.167893 0.0632392 0.33936 0.21157 0.151675 0.62547 0.156795 0.497124 0.146542 0.191481 0.144593 0.348097 0.0788829 0.0765325 0.285323 0.11016 0.192258 0.0911601 0.24181 0.192766 0.127266 0.12495 0.225879 0.154651 0.171593 0.204406 0.10586 0.0748558
threshold=0.47880302985000006 0.47905751325000007 0.47847369840000004 42.720329370750001 43.477771593600004 0.3447651268000001 41.16018805045001 40.806664626150003 0.34491482290000003 0.47568935060000012 0.47076434840000009 0.41973294215000007 41.32819714970001 41.444941515100005 0.34545372890000009 40.408647214050006 40.467253020850002 40.542362378300005 0.47757552170000012 0.3447651268000001 40.21994457600001 38.324118171300007 39.571921479100006 39.032633164100012 0.47604862130000009 38.804629908750009 37.995872310650007 37.892416320650007 0.47787491390000009 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 7 15 9 10 11 -8 -10 -14 -15 19 -17 -18 -19 22 21 28 23 24 25 26 27 -1 -21 -6
right_child=1 -3 -4 4 29 -7 8 -9 12 -11 -12 -13 13 14 -16 16 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0062838414906119218 0.029303469597090154 2.0352333756319281e-05 -0.034731845611970374 -0.019096640553041791 0.0056845116545738723 -0.10540621420939307 0.088269269809852446 -0.11653710759429783 0.040193061454516815 -0.058995846603005053 0.079780421222231057 -0.029393277574939904 -0.039345139303631427 0.030532120049729536 0.0024820037622154496 0.096826248391718522 -0.045880386005983584 0.083890731220683273 -0.013913035681278919 -0.10158805837798951 -0.0012278669883036726 -0.11265631643640833 0.043293711547587099 -0.049535883979948625 0.062031065002406439 0.054857669879294073 -0.040490613718551227 0.1072494094860712 0.10150912040914627 -0.021464213810545241
leaf_weight=1.1005709965466199 2.0112261940521412 121.46971417473303 1.498149344959528 0.62747359803346003 5.5113703830234613 0.51886365885593477 0.19671642606864581 0.49052848998860632 2.1016000731724489 1.1281697205267844 0.44413806917145848 0.46582034314633347 1.1632914543151853 3.2161871437565424 1.4566399121540596 0.3657045792788266 0.41155745837022528 0.29001065375632606 0.65477481484413147 0.038587091113381322 1.3332741848589647 0.41648453048719603 0.64834347715805041 0.53323400299996127 0.53869216516613949 0.34438354452140618 1.4037232698119622 0.18527598679065693 0.076630624011158943 1.245039323606761
leaf_count=147 18 3460 44 49 193 95 48 38 12 24 6 32 7 50 46 6 4 74 4 67 11 22 13 11 4 8 20 1 3 116
internal_value=2.1768e-06 0.000497308 -0.00215022 -0.000336119 -0.00785403 -0.0581627 0.00279012 -0.00679773 0.0111143 -0.0122835 0.0353361 0.00554238 0.0177018 0.00960271 0.0217882 -0.000344226 0.0184354 -0.00270073 0.0161087 -0.00522993 -0.023967 -0.0809869 0.00212022 -0.00438132 0.00235821 -0.00823698 -0.0163159 0.010075 0.0334907 0.000681673
internal_weight=151.886 123.481 28.4052 26.9071 7.90275 1.14634 19.0043 8.83178 10.1726 2.23484 1.10667 0.662537 7.93772 5.83612 4.67283 8.34125 1.72205 1.35634 0.944785 6.6192 1.86498 0.531702 4.75422 4.10588 3.57265 3.03395 2.68957 1.28585 0.115218 6.75641
internal_count=4633 3478 1155 1111 453 144 658 433 225 110 86 80 115 103 96 395 88 82 78 307 103 92 204 191 180 176 168 148 70 309
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 1 2 1 1 1 0 0 2 2 2 2 1 1 1 2 2 2 1 0 0 1 2 1 0
split_gain=0.0164283 0.173055 0.723253 0.126107 0.488657 0.328969 0.295662 0.873085 0.234441 0.135789 0.135651 0.280015 0.146522 0.127466 0.227319 0.10703 0.197548 0.641939 0.361191 0.244079 0.159923 0.24138 0.219163 0.101462 0.170498 0.352968 0.091976 0.0812295 0.141311 0.0801675
threshold=43.157831852650006 43.084051236300006 0.50386215985000016 0.34626208795000007 0.34560342505000002 0.35585760905000008 0.36042334060000009 43.276780833950006 0.34524415440000006 0.35696536035000009 0.38512319990000005 0.52290350590000012 0.4995209724000001 44.202975721700007 48.914776625700007 43.022303514600004 42.91168285345001 0.34542378970000004 0.34566330350000002 0.37644082515000005 42.876019054300009 42.783136484500005 42.759119507950011 0.38772791230000009 0.53499895210000015 0.53866650695000018 0.39170982905000007 43.968221017800005 0.3584174126500001 0.53447501570000011
decision_type=2 2 2 2 2 2 2 2 2 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 8 -5 7 -7 -2 -9 12 -12 -8 -14 -15 16 20 -18 -19 -20 21 22 -1 -13 29 -26 -27 -11 -29 -25
right_child=3 2 -4 5 -6 6 10 9 -10 27 11 23 13 14 -16 -17 17 18 19 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.00024951009589763758 -0.004307033028966247 -0.12564274117192445 0.03816080127903014 0.03975262033301364 -0.050771406800028757 0.10406520702745772 -0.006778041078968078 -0.21452965991935816 0.032368231559153374 -0.13850282142764869 -0.1158261775892169 -0.062859631235756802 0.079293817217091264 -0.068163535143985238 0.073327962002967165 0.032971405600913641 -0.16096919876503424 0.1009259234733868 -0.10965251033428557 0.031543469626322047 0.03719746066741831 -0.04074820214094179 0.045666430179963434 0.027134191582934661 -0.11598617665197984 0.080226841324207238 0.0013699524564739613 0.10163184240343587 -0.11593644965212313 0.093469633515963588
leaf_weight=120.85322759488601 7.6156404327324996 0.51740147965476413 0.56271025666501373 2.7836605315096667 1.943271933676441 0.2207026332616796 0.68172075280744859 0.15015917181153782 2.2602543445827905 0.21322260511806235 0.20529862119423814 0.22731607235618856 0.68105442635714986 0.20242697546564159 0.25860508748155553 0.97064488940351523 0.32304565772325478 0.26722315698862076 0.26136425354388848 0.23031445878268642 1.1455733999828215 1.4607071558081361 1.048558222014093 0.79042564235743362 0.25881641041632963 0.15253352437866841 4.8788743130619991 0.046443469822406769 0.083569150534458458 0.23675065580755472
leaf_count=3018 241 40 25 29 37 2 34 2 22 6 57 11 11 41 10 35 12 10 21 22 17 34 17 207 17 5 587 1 59 3
internal_value=2.84792e-06 -0.000447621 -0.0403053 0.00240956 -0.00493292 0.00959852 0.000561101 -0.0612615 0.00408668 -0.135215 0.00571018 -0.00082806 0.0299086 0.0518072 0.0112028 -0.000107462 -0.000363118 -0.0429087 0.00734669 -0.0435128 6.59428e-06 -0.000338769 0.000145443 0.00277927 0.00514112 -0.00209783 0.0037606 -0.100516 -0.0382161 0.0424236
internal_weight=151.532 127.641 1.08011 23.8907 11.8192 12.0716 9.28792 0.714097 9.87589 0.493394 8.57382 6.75002 1.82381 1.14209 0.461032 126.561 125.59 1.08195 0.758902 0.491679 124.508 123.362 121.902 6.54472 6.3174 5.29022 5.03141 0.343235 0.130013 1.02718
internal_count=4633 3251 65 1382 300 1082 1053 70 263 68 983 887 96 62 51 3186 3151 65 53 43 3086 3069 3035 830 819 609 592 66 60 210
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 1 0 2 1 0 0 1 2 2 2 2 2 2 2 2 0 0 0 0 0 0 2 1 0 2
split_gain=0.0144141 0.108377 0.0901211 0.0971924 0.0720758 0.0522277 0.0806091 0.112911 0.160903 0.179322 0.304875 0.0633528 0.132964 0.0497713 0.0806184 0.108272 0.116045 0.0827901 0.137788 0.0948084 0.0400412 0.14048 0.0657924 0.0379491 0.03267 0.0314947 0.0565318 0.0854518 0.0234702 0.167783
threshold=0.46551001470000003 0.56685428580000019 38.983591653800012 40.722669576350008 37.232443001650005 0.45736654595000009 0.58634472020000017 39.571921479100006 0.46097422230000007 0.56065686655000013 0.56579144335000009 0.4529056016000001 37.817254840650008 40.767054867700004 41.772405911750006 41.808689985400001 42.498713093000006 42.527280425250005 44.749265482150008 45.321989007550009 0.58035687555000015 0.60861950240000018 0.62071494865000021 0.58745247150000013 0.64803449000000013 0.66505493850000008 50.427417695700008 0.57854555250000017 0.56579144335000009 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 -3 11 7 -7 -9 -10 -11 28 -13 -5 -15 -16 -17 -18 -19 -20 -21 -22 -23 -14 -24 -26 27 -27 -1 -30
right_child=1 2 3 13 -6 6 -8 8 9 10 -12 12 23 14 15 16 17 18 19 20 21 22 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00017213487936587735 -0.10332688259514843 -0.10056772825224254 -0.10207498810035963 0.089123446418113886 0.080365848464312814 0.10032197865957115 -0.017495991942779409 0.060767041374690557 -0.11132102345616124 0.10341912400038987 -0.10701667665164685 0.0015919839159203631 -0.10316266191086582 -0.10164171238585318 0.1004725320240078 -0.10268478915981108 0.1020546746947701 -0.10119432660387628 0.10094661590995924 0.04542459276597953 -0.10492844825197425 0.068522636694264366 -0.059224315778847104 -0.038377857601453909 0.034290425409387773 -0.1069421388168893 0.057422130320150436 0.030060944958318431 0.024127941884356918 -0.0082061202705399697
leaf_weight=139.96147583448627 0.11343070371368513 0.024973196170396394 0.10815205281346596 0.055239493260159978 0.18596789067856889 0.20343401009358675 0.441956600585513 0.43732953165272193 0.15536017715930939 0.1775440126657486 0.11245282751042396 0.67501389773155895 0.19674156510336616 0.085898571767074716 0.096409029560163506 0.12099556979637771 0.074550918827298918 0.13627944593190466 0.09501146408729233 0.14101408841088414 0.13633844164542097 0.13592003683152143 0.10547940033211489 0.16730990002361068 0.1839823788832291 0.10694401519140229 0.068864958546328126 0.079272469909483334 2.8571766496548596 3.6613340786396975
leaf_count=3206 13 230 93 2 65 14 49 16 3 2 64 15 46 93 4 72 2 145 4 20 51 27 22 11 20 34 21 33 123 133
internal_value=2.34268e-06 -0.00831613 -0.00276461 -0.0102874 0.0589452 0.000117019 0.0185095 0.0331606 0.0176818 -0.0246268 0.0218179 -7.34995e-05 -0.0246787 -0.00416796 -0.00745673 -0.00199419 -0.00912863 -0.0001706 -0.0065796 0.00566746 -0.00378385 -0.0122793 0.00628402 -0.073389 -0.00925097 0.00275447 -0.0199914 -0.0486198 0.000101039 0.00596646
internal_weight=151.102 2.05472 1.94129 1.73035 0.210941 149.047 1.52808 1.08612 0.882687 0.445357 0.289997 147.519 1.03907 1.6222 1.56696 1.48106 1.38465 1.26366 1.18911 1.05283 0.957816 0.816802 0.680463 0.364051 0.544543 0.439064 0.255081 0.186216 146.48 6.51851
internal_count=4633 951 938 643 295 3682 148 99 85 69 66 3534 72 550 548 455 451 379 377 232 228 208 157 57 130 108 88 67 3462 256
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 1 1 1 1 2 0 2 2 2 1 1 2 1 1 0 2 1 1 0 1 2 0 2 0
split_gain=0.0156034 0.105355 0.397889 0.279517 0.277401 0.445932 0.420191 0.786538 0.255731 0.0905737 0.0860959 0.305128 0.40422 0.0880436 0.170418 0.546976 0.156371 0.140078 0.0749539 0.114868 0.262984 0.0694202 0.126439 0.0568019 0.300007 0.695218 0.486989 0.461001 0.377245 0.422368
threshold=43.182896969600009 0.34626208795000007 0.34560342505000002 43.276780833950006 0.34708541665000009 0.3475943834000001 0.35585760905000008 0.36042334060000009 0.34524415440000006 0.35696536035000009 43.084051236300006 0.50386215985000016 43.157831852650006 43.022303514600004 42.91168285345001 0.34542378970000004 0.34569324270000007 42.844429421150004 0.34488488370000009 0.34458549145000011 0.46482141255000003 43.968221017800005 0.3584174126500001 0.34560342505000002 0.48588365620000007 0.34554354660000003 41.873095646600007 0.47961138885000004 42.431220712750012 0.47500074850000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 8 -3 -5 -6 -7 9 18 -8 13 12 -12 14 17 -16 -17 23 19 20 -2 -11 -23 24 25 26 -1 28 29 -28
right_child=1 3 -4 4 5 6 7 -9 -10 21 11 -13 -14 -15 15 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017813310170515222 0.0039641615152854002 0.066042005707693835 -0.045669169319734498 0.061656647602069937 -0.090340344395359956 0.061461436181650432 -0.19243050676290097 0.004840201048097419 0.040591427114340384 -0.13444361941177471 -0.12291307247242128 0.03564838405714222 -0.0021526972247471513 0.030044747444294875 -0.15246380391658457 0.062110010428022937 -0.033009490253244192 0.025834117286189562 -0.021594880574005718 0.036025223414468621 -0.071496962907169212 0.10147439615646953 -0.11422908695992924 0.00099332137914828343 0.029954107439103664 -0.071827319672247411 0.037368364283894701 -0.075473097768302994 0.010760913307397018 -0.11607402194596531
leaf_weight=29.356341655740394 4.4741371509147374 0.80089831780423892 1.9435973274812557 0.79673974541947146 0.51438147202134032 1.1674661394208659 0.15059367414505498 7.9904469430346197 1.5908039227069819 0.19843119132565334 0.47795902161973802 0.59183907653277845 0.65985860860462253 0.95991312624867831 0.30771292067858158 0.29951313976198435 0.40861393074283114 2.0603858599863534 1.7593827883247284 0.84598131477832783 0.51498829785305122 0.042092807590961456 0.076677144999848679 84.075373243133129 2.4825230985879889 1.5352555993013073 0.26169496070903564 1.6469162686262278 2.2994509704593753 0.57039361592615023
leaf_count=583 185 18 37 10 3 13 2 964 19 6 40 30 12 35 12 20 33 34 22 7 19 1 59 2250 43 16 34 24 63 39
internal_value=1.02445e-06 0.00240713 -0.00456383 0.00901651 0.00484056 0.000376335 0.00522408 -0.0025382 0.00413401 -0.128569 -0.000428837 -0.0225882 -0.0528801 -0.000125282 -0.000356404 -0.0411487 0.00722275 -2.2999e-05 -0.00350266 0.00195245 -0.0038251 -0.0982507 -0.0377824 -0.00045887 -0.00365901 -0.00599838 -0.00303764 -0.0326429 -0.0101179 -0.0678158
internal_weight=150.86 22.8666 11.1289 11.7377 10.9368 10.1401 9.62571 8.45824 9.18529 0.467795 127.994 1.72966 1.13782 126.264 125.304 1.01584 0.708127 124.288 7.59449 5.83511 4.98913 0.317201 0.11877 122.228 38.1526 35.6701 34.1348 4.77846 3.13154 0.832089
internal_count=4633 1365 289 1076 1058 1048 1045 1032 252 68 3268 82 52 3186 3151 65 53 3086 233 211 204 66 60 3052 802 759 743 160 136 73
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 0 2 0 1 0 0 0 0 0 0 0 1 2 2 2 0 0 2 2 0 0 0 1 2
split_gain=0.0172659 0.107271 0.121584 0.147473 0.0776161 0.266762 0.249844 0.341592 0.171075 0.150019 0.139204 0.306949 0.132067 0.281041 0.258539 0.128927 0.167163 0.53036 0.39055 0.345473 0.244479 0.275025 0.125491 0.133751 0.302063 0.283722 0.252175 0.229304 0.346751 0.125978
threshold=0.53998383280000006 0.41917906650000009 0.54191491270000014 0.41808628485000005 40.767054867700004 0.42111014640000005 0.54191491270000014 40.679780036550007 0.54413041525000005 0.42307116555000007 0.5541600551000001 0.55688452445000014 0.54353163080000011 0.54413041525000005 0.54450465555000005 0.56300709560000006 0.56345618395000019 0.43349001525000008 40.890797847750008 42.283941020600004 42.546237522150008 0.56748300950000019 0.57559653900000007 38.396531328800009 38.911218973650008 0.55877069550000014 0.56685428580000019 0.54695967185000016 0.44720217960000008 37.345948426100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 -3 12 -7 -10 -11 -12 -8 -14 -15 -13 -17 -18 -19 -20 -21 -22 23 25 -25 -16 27 -26 -29 -24
right_child=1 4 3 -5 5 8 7 -9 9 10 11 15 13 14 22 16 17 18 19 20 21 -23 29 24 26 -27 -28 28 -30 -31
leaf_value=0.00052930208174439017 -0.048691630753731993 0.071101501804970643 0.0018436482719041824 -0.044880915853152147 0.046986299010360173 -0.051144812164387557 -0.03600939530673971 -0.0946688830042412 0.052963909445993468 -0.028127667267287215 0.05303406031799876 -0.034636277519304176 0.10478546501706601 -0.11935757252450585 -0.11481551895532711 0.040426230525501573 -0.12549226184191711 0.086301096929428556 -0.065223759590309335 0.047708484426253243 -0.11207008485222236 0.00084917937307605598 0.050098157422860667 0.049865171016993906 0.014277141798876429 -0.002579361169325865 0.020930792264971371 -0.10933153633042043 -0.015043951835256622 -0.10193749425784654
leaf_weight=120.86632635024053 0.90803931896699097 0.40380454761907714 3.1520654994386632 0.85973509756149713 1.3873914188443439 0.60356027306988735 1.2114651973824919 0.44604840070042051 0.58147232956252892 1.4452889513818252 1.1783035155385722 1.0244497493840734 0.24524336308240791 0.18932088790461232 0.29160025903411202 1.0405221466207875 0.33403161144815374 0.52631399853908067 0.78900074200032566 1.0984381456994468 0.22804187273140986 3.9832503251545859 0.072003985839767526 1.3207181734032927 1.0021656230092051 0.98956131730295738 2.2651371489046142 0.57617384381592263 1.2073608974751548 0.22420308058644878
leaf_count=2782 18 7 143 16 30 11 13 13 14 28 14 30 2 4 42 10 8 26 169 35 7 531 288 14 8 68 33 35 36 198
internal_value=-7.00882e-07 -0.00216599 -0.0156485 -0.0081695 0.000523338 0.00533102 -0.00602207 -0.00912364 0.000827504 0.00339257 0.00091787 0.00503253 -0.00514683 -0.000687003 -0.00386538 -0.00123521 0.00304222 -0.00254744 0.00365137 -0.00348121 0.00569344 -0.00526541 -0.00111468 0.00135728 0.00728544 -0.028125 -0.00384853 -0.0239973 -0.0455037 -0.0649797
internal_weight=150.451 29.5847 4.91984 4.0118 24.6649 14.2201 10.4448 10.041 12.8327 12.2291 11.6476 10.2024 9.59495 8.38349 8.13825 9.02405 7.9996 6.95908 6.62505 6.09873 5.30973 4.21129 7.94892 7.65272 6.37156 1.28116 5.05084 2.7857 1.78353 0.296207
internal_count=4633 1851 177 159 1674 913 761 754 883 872 858 830 741 728 726 816 786 776 768 742 573 538 722 236 126 110 112 79 71 486
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 0 1 1 0 0 1 2 0 2 2 2 2 0 2 0 2 0 2 1 1 0 2 2 2 2
split_gain=0.0200205 0.0352961 0.0345225 0.0517578 0.0620935 0.0227176 0.0253822 0.0177126 0.0158498 0.0891378 0.185212 0.229831 0.0857465 0.196996 0.0576684 0.412165 0.297159 0.141867 0.596654 0.540296 0.256832 0.393056 0.434303 0.192127 0.604202 0.151255 0.645233 0.769565 0.277422 0.362027
threshold=34.823977857500005 0.41973294215000007 34.214889417600013 33.361153777850006 0.38906020780000011 0.54413041525000005 0.43540612555000008 0.43643902880000007 0.53998383280000006 0.54353163080000011 0.42209814075000007 40.767054867700004 0.54504356155000011 40.00488309970001 38.751720283100006 38.474425342400004 39.032633164100012 0.52252926560000013 39.262923716450011 0.52366695610000014 39.427119987250002 0.51657136015000005 41.11191809080001 0.39394030120000006 0.38512319990000005 0.50291907430000016 40.099856909850011 41.404176814550006 43.321682097200004 42.759119507950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 14 10 11 -10 13 -11 15 -2 -16 18 -18 -19 -20 25 -23 24 -21 -22 -27 -28 29 -29
right_child=8 2 -4 -5 5 6 7 -9 9 12 -12 -13 -14 -15 16 -17 17 19 20 23 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.1011591804508629 -0.0006778708362355847 -0.017419755138823025 0.058529974696067411 -0.061422005710063787 0.098058958740193061 -0.1017503385079771 0.094188036565660244 -0.10034251564043524 -0.057013288121729892 0.042669433246401538 0.014423931798907663 -0.0025211202336745658 -0.0021276267358775447 -0.0064878927261756486 0.032901038195523001 -0.061892640570797776 -0.075120220455418218 0.061031453810853356 0.037682371519771232 0.036497861160289462 -0.0009807046343392981 -0.081114936542860283 0.0093214220080599704 0.0075209110931639305 -0.076848745859387724 0.087750387795732659 -0.063308546263365115 0.0038991455208868759 -0.019745532808160729 0.091007734487505931
leaf_weight=0.023852077221760193 15.433666763440231 0.16206976960814501 0.18599651621730118 0.087847116257947278 0.10319896199507639 0.013479561959229613 0.027460998855531216 0.005642404181919857 1.4967276996467291 1.4584351511148299 1.454108409816399 1.6029012030121519 21.086997922390537 1.8485041126550639 2.8935479826177462 1.1843152658584575 1.076265595620497 1.7885136811540849 1.7532772815829947 0.84034756075925443 76.458002806397047 1.2575759789906436 0.91911205700499454 10.648547280617462 1.0679592308806602 1.0244071164634068 1.3336077972198834 0.89893765621855015 0.80770042413496401 1.0167497109505346
leaf_count=66 349 41 53 53 6 16 2 149 22 15 17 23 1504 39 36 30 19 36 16 22 1488 20 38 346 83 23 26 29 49 17
internal_value=-2.52083e-06 0.0180838 0.0229399 0.00637829 0.0254773 0.0718936 0.0139273 0.0610307 -7.63369e-05 -0.00217731 -0.0150207 -0.0288339 0.000220237 0.0151916 0.000428788 -0.00504047 0.00130453 0.000398339 -0.00112834 0.00960881 -0.000196606 -0.00098991 -0.042928 0.00228452 -0.0269351 0.000129622 0.0168363 -0.00106977 0.0294077 0.050132
internal_weight=149.96 0.609547 0.585695 0.399699 0.311852 0.149782 0.046583 0.0331034 149.35 28.9477 4.55374 3.09963 24.3939 3.30694 120.403 16.618 103.785 100.891 86.5456 14.3454 85.4694 83.7161 2.17669 12.5569 1.90831 81.5394 5.0814 4.057 2.72339 1.91569
internal_count=4633 386 320 267 214 173 167 151 4247 1620 62 45 1558 54 2627 379 2248 2212 1725 487 1706 1690 58 451 105 1632 144 121 95 46
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 0 0 0 2 2 1 2 0 0 1 2 0 0 0 2 2 0 1 0 0 0 1 1 1 1
split_gain=0.0170293 0.0312769 0.0286915 0.0437956 0.056048 0.020429 0.023138 0.0162107 0.0143114 0.0552993 0.028848 0.0217999 0.248753 0.21786 0.307867 0.0191685 0.157821 0.220369 0.468535 0.0539376 0.0246072 0.272927 0.42785 0.335963 0.329363 0.291358 0.0709606 0.0429041 0.0346498 0.467719
threshold=34.823977857500005 0.41973294215000007 34.214889417600013 33.361153777850006 0.38906020780000011 0.54413041525000005 0.56748300950000019 0.56915960600000015 35.374259656300005 35.771221912400001 0.36618664115000005 36.377496227400009 0.50730517050000012 0.50035927070000008 0.36510882910000009 36.859113051050009 0.50452082270000009 0.52863686715000002 0.53017873715000008 37.041406607950009 37.995872310650007 0.50730517050000012 0.38772791230000009 0.47568935060000012 0.52324780695000006 0.54191491270000014 0.42307116555000007 0.4529056016000001 0.37820723930000005 0.37227927305000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 -7 -8 10 -10 -2 12 13 14 -11 16 -13 -18 -19 -17 21 23 -23 -21 -24 -26 -27 -28 29 -22
right_child=8 2 -4 -5 5 6 7 -9 9 11 -12 15 -14 -15 -16 19 17 18 -20 20 28 22 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.10104784118927959 0.0022235009686262575 -0.015717031270869042 0.054465230784713076 -0.057243850854943601 0.097281427850677768 -0.10156972207618353 0.094245762233619135 -0.10030673942461409 0.030020270882913813 0.086226845479851502 -0.016547191420739227 0.039144288455218862 0.01548503875459924 -0.11786206561347459 -0.11473538143013151 -0.021147286700229955 -0.095650033177351212 0.10559001454787494 -0.089841628553052832 -0.006340764320259689 -0.00049210848853908234 -0.066917520109912199 0.066005928863819133 0.080011928838697913 -0.063112675682275063 0.028899827616086494 -0.040852064581224742 0.0048865571953529471 0.0020111153757460683 -0.065501881417632454
leaf_weight=0.021604822828138803 1.7439249883409496 0.1616866790855731 0.18020605829133274 0.084988997586128434 0.094088020967319608 0.012344956921879202 0.025015911844093353 0.0051675134984314744 0.61441360930024203 0.17532508464137109 1.543339013558011 0.89971423539282003 1.233994084768369 0.33018574863672256 0.13487532734870911 1.1991547125439854 0.26833943836390972 0.27028303593397141 0.22462521347836173 0.85590506134030764 84.717629622317503 0.94001420564018179 0.78755000952878651 0.95131800277158618 0.69945822091176557 1.1022269576787951 0.2817168359010791 0.75393026113169981 48.108473167936751 1.1213425361784164
leaf_count=66 21 41 53 53 6 18 2 147 37 45 34 14 65 5 2 38 6 2 50 29 1605 12 6 20 26 7 32 48 2073 70
internal_value=2.67813e-06 0.0170294 0.0215566 0.00608444 0.0241272 0.0712832 0.0137657 0.0609377 -6.42026e-05 8.30425e-05 -0.00658916 -4.37626e-05 -0.0107583 -0.061328 -0.00115165 9.65008e-05 0.0107702 -0.022677 0.016889 -2.89244e-05 0.000151551 0.00622307 -0.00679874 0.0391151 0.00879142 -0.00708944 0.0112399 -0.00755527 -0.000137282 -0.00134135
internal_weight=149.543 0.585103 0.563498 0.383292 0.298303 0.136616 0.0425284 0.0301834 148.958 145.67 3.28726 145.056 1.87438 0.640386 0.3102 143.182 1.66296 0.763248 0.494908 141.519 140.32 6.37212 4.5649 1.80722 3.62488 2.83733 2.13787 1.03565 133.947 85.839
internal_count=4633 386 320 267 214 173 167 149 4247 4192 55 4155 117 52 47 4038 72 58 52 3966 3928 180 131 49 119 113 87 80 3748 1675
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 0 0 2 0 2 1 2 1 1 1 2 0 1 2 1 0 0 0 0 2 2 0 2 0
split_gain=0.0153464 0.100202 0.0989418 0.125526 0.0883469 0.286611 0.0729938 0.0718771 0.0678316 0.226798 0.290562 0.22606 0.15834 0.432474 0.290535 0.572375 0.272633 0.287236 0.26907 0.216045 0.149909 0.116895 0.249974 0.228389 0.11042 0.114603 0.106303 0.259247 0.248861 0.213969
threshold=0.41808628485000005 0.4172030777500001 0.41917906650000009 0.53998383280000006 0.40651477500000005 0.53938504835000012 0.52949013500000019 0.52889135055000014 40.767054867700004 0.54191491270000014 40.679780036550007 0.42111014640000005 42.320906304050006 0.42473279245000012 0.43967246490000006 0.44393880420000004 42.388109226950007 0.54284302865000023 0.44720217960000008 40.858951393400005 0.43349001525000008 0.54353163080000011 0.54413041525000005 0.54450465555000005 0.57559653900000007 37.345948426100009 38.396531328800009 0.55877069550000014 38.911218973650008 0.56685428580000019
decision_type=2 2 2 2 2 2 2 2 2 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 6 -1 -6 7 -4 9 -5 21 -10 14 -14 20 -16 -15 -18 -17 -20 -13 -11 -23 -24 26 -26 27 -25 -28 -30
right_child=2 -3 3 8 5 -7 -8 -9 11 10 -12 12 13 16 15 18 17 -19 19 -21 -22 22 23 24 25 -27 28 -29 29 -31
leaf_value=0.00046253535676005078 -0.023001015775738248 0.024050217334278839 -0.10059785536192589 0.069426505162248561 -0.0029824271080627998 -0.10552752694297718 -0.10487590366705364 0.10143131890002728 0.043839705441173549 -0.03461142263138433 -0.089762047104381126 0.01326616173496499 -0.14673871737319163 -0.11462139337539703 -0.14106646690846922 0.064422868822436793 -0.1165992346371536 0.0027342437310770473 -0.13462190518334211 -0.0055161346358112706 0.053561960942566572 0.10429054599015795 -0.11726538612079405 -0.11339091707020761 0.046587000245517068 -0.1017554806974994 0.045659541395786395 -0.002027509764770188 -0.02267218614877832 0.019057120813503581
leaf_weight=119.15613045153655 2.1012567816069341 1.7766456466924854 0.030926934219972391 0.38478126493282871 1.4936014496634005 0.33340218403759525 0.1791944196120312 0.040897749364376068 1.3449278286461765 1.1781955764163257 0.4244815896345252 2.4563161404803382 0.22321131062972188 0.21972074593077184 0.31920123007148538 0.52493238355964411 0.20871789008378971 6.0019761192120313 0.14779858509609756 1.0534841194796625 1.4791982928290961 0.21976415812969019 0.17360342456959177 0.26515804498399098 0.070027523898300248 0.2031965723916187 1.2786918110214172 0.98771440488434337 2.7193155808781739 2.2417246905097272
leaf_count=2671 32 17 90 7 58 61 29 1 30 13 13 24 17 11 7 9 3 597 10 171 34 2 4 42 288 198 14 68 79 33
internal_value=3.17946e-06 0.000474137 -0.00218028 -0.000385584 0.000127921 -0.0216954 -0.0707358 0.0144397 0.000346372 -0.00587744 -0.00884567 0.00486377 0.000714841 -0.00989895 0.0125224 -0.0180496 -0.005149 -0.0012761 0.00469789 -0.0214005 0.0284117 -0.00516718 -0.000915407 -0.00382752 -0.00129164 -0.0637352 0.000985419 -0.0255965 0.00632278 -0.00381614
internal_weight=149.238 122.76 26.4784 24.3772 120.983 1.827 0.251019 0.0718247 24.1261 10.1467 9.76187 13.9795 12.6346 6.65363 5.98093 2.04542 6.43041 6.21069 1.72622 1.20128 3.93551 9.33739 8.1592 7.93943 7.76583 0.273224 7.4926 1.25287 6.23973 4.96104
internal_count=4633 2807 1826 1794 2790 119 120 91 1674 761 754 913 883 628 255 197 611 600 190 181 58 741 728 726 722 486 236 110 126 112
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=2 1 1 1 2 1 0 0 1 1 1 1 2 2 0 2 1 1 2 1 1 1 1 1 2 2 1 1 2 2
split_gain=0.0155185 0.0256136 0.0626905 0.0364879 0.059371 0.0261536 0.0371869 0.0234698 0.0204914 0.0357273 0.016843 0.0319654 0.0151996 0.0891074 0.241795 0.342721 0.0888325 0.322195 0.235806 0.231086 0.346874 0.354916 0.679799 0.212107 0.0741696 0.154176 0.461179 0.141789 0.117058 0.206576
threshold=34.823977857500005 0.38906020780000011 0.38512319990000005 0.38045268105000002 33.96174662340001 0.39346127360000005 0.5380527529500001 0.54413041525000005 0.36551300860000008 0.31100865245000009 0.43540612555000008 0.43643902880000007 43.182896969600009 43.084051236300006 0.5132031975000001 43.157831852650006 0.34626208795000007 0.34560342505000002 43.276780833950006 0.34708541665000009 0.3475943834000001 0.35585760905000008 0.36042334060000009 0.34524415440000006 43.022303514600004 42.91168285345001 0.34542378970000004 0.34569324270000007 42.876019054300009 42.783136484500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -3 -7 -8 9 -1 -9 -12 13 24 15 -15 17 23 -18 -20 -21 -22 -23 -14 25 28 -27 -28 29 -2
right_child=12 5 -4 -5 -6 6 7 10 -10 -11 11 -13 16 14 -16 -17 18 -19 19 20 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.10070320625974222 7.1433948474060202e-05 0.10103473099568049 -0.10193492166439906 0.10023515467603852 0.062757926956878859 -0.10098523443866519 0.065015780406762522 -0.10102833388801834 -0.10202804036340274 -0.049453242025474714 0.09361651021315881 -0.10045643999455862 -0.0031126767776697428 -0.10440120585470734 0.041217151510776755 0.0014772803896395423 0.063400269117757896 -0.041030370486100025 0.057502361343754166 -0.07735691019850674 0.057983579661935361 -0.12259742325397421 0.004778882736986863 0.037409967389636083 0.027597482529769998 -0.14541201495540676 0.058127692427236359 -0.034158968757527879 0.032186969727974427 -0.038094498814500444
leaf_weight=0.0203845519572593 119.5110621745024 0.056007109582424164 0.052465570159256458 0.044550908729434013 0.091899328806903213 0.021379838726716116 0.11222914978861809 0.016132166129864345 0.03971822583116591 0.071165878075307276 0.022911347972694784 0.013480373853711924 7.5726712120074371 0.55344380865586973 0.42899360172577861 0.68301703859401641 0.73184830467925976 1.9446707698371017 0.77092822571284969 0.53888954222202201 1.1200698651373375 0.44238863227655922 7.9215223848478331 1.5573314495995871 0.95352114160382839 0.29112700335677644 0.28885183855891228 0.39297474574129865 1.1137484673417919 1.4352004904473563
leaf_count=1 2649 2 5 7 26 7 4 29 8 98 2 197 233 44 24 14 18 37 10 3 13 68 964 19 35 12 20 33 17 34
internal_value=-1.33995e-06 0.0165796 -0.0019803 0.0176081 0.00111326 0.0411215 0.0230937 0.0391953 -0.0420433 -0.0160195 -0.0159759 0.0217272 -6.42318e-05 -0.000493658 -0.0234707 -0.0459143 0.00232327 -0.00407255 0.00846883 0.00474433 0.000686345 0.00512084 -0.00195838 0.00379939 -0.000185019 -0.000400337 -0.0400499 0.00493773 -8.42857e-05 -0.000381459
internal_weight=148.815 0.562324 0.320184 0.267719 0.223168 0.24214 0.186133 0.164753 0.131269 0.0915504 0.0525239 0.0363917 148.252 125.652 1.66545 1.23646 22.6003 11.0747 11.5256 10.7938 10.0229 9.48398 8.36391 9.13 123.986 123.033 0.972954 0.681827 122.06 120.946
internal_count=4633 386 145 140 133 241 239 232 107 99 228 199 4247 2882 82 58 1365 289 1076 1058 1048 1045 1032 252 2800 2765 65 53 2700 2683
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 2 0 2 0 0 2 1 1 2 2 1 2 0 0 0 1 2 1 2 2 2 2 2 2 2
split_gain=0.0159438 0.0968715 0.0321698 0.0251767 0.0523866 0.118132 0.0750815 0.0466813 0.189245 0.166544 0.159239 0.139114 0.118735 0.0462322 0.12727 0.100467 0.0367492 0.0230992 0.314943 0.126186 0.312159 0.204466 0.124685 0.275135 0.689062 0.227562 0.493417 0.109103 0.226028 0.210985
threshold=0.48616807880000007 0.61400856260000014 0.58454836680000011 0.45736654595000009 0.4529056016000001 37.817254840650008 0.58887458460000019 47.74983977685001 0.56065686655000013 0.56300709560000006 46.324972967950011 0.46097422230000007 0.46280051495000007 41.909642283050012 38.911218973650008 0.46636328255000009 40.858951393400005 0.55980359870000018 0.56300709560000006 0.56345618395000019 0.43349001525000008 40.806664626150003 0.43349001525000008 40.518963363600001 41.16018805045001 42.527280425250005 43.384297312450009 42.546237522150008 42.283941020600004 40.858951393400005
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -6 -7 8 -5 -10 11 -11 -13 14 -14 -16 -17 22 -19 -20 21 -21 -1 -24 -25 -26 -27 28 29 -22
right_child=1 2 -4 7 5 6 -8 -9 9 10 -12 12 13 -15 15 16 -18 18 19 20 27 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-2.3645847509208498e-05 -0.10087525444654466 0.004018297070957153 -0.10189104104268468 -0.10919357853297518 0.0015621917345732886 -0.10444450629613776 -0.005772979608358232 0.045355657121415344 0.078201041142525546 0.04690993057441023 -0.11229648708908596 -0.10573030778454412 -0.10273167155111457 -0.029322841789011192 0.097884582805789266 -0.030595619848899299 0.040274295214377615 -0.054273498130454283 0.034954844432290459 8.7743102864869932e-05 0.013715682400081362 -0.12042458875810605 0.068815752051425302 -0.092566665911812313 0.08527994322556226 -0.11428761009671878 0.084346643996519269 -0.013789341963870686 0.063293804340070869 -0.052501110864039705
leaf_weight=132.48795377529464 0.11076894085977151 0.68760147280556261 0.029928406982836719 0.13667391784566962 0.67446726635171106 0.2246976612814251 0.11741355439880863 0.32509660304640409 0.32339143939316306 0.5894774391052805 0.11764832446351636 0.12418950033679699 0.076272734940587839 0.35762324722600169 0.16996159841073677 0.16212258420273429 0.13335254450794309 1.128180140538446 1.0229704275261591 0.23398805929218713 2.8393332839653316 0.35344527762367761 0.84824426898558103 0.55149880237877358 0.60878178337588884 0.22839748952537775 0.27639059472434724 2.2946822134372269 0.74461619183421124 0.57937727717217047
leaf_count=3021 197 438 115 10 15 48 9 28 7 32 9 79 89 34 5 33 23 38 10 22 108 34 18 8 11 5 70 78 9 30
internal_value=-6.31984e-07 -0.0138359 -0.000399216 7.69403e-05 -9.48897e-05 -0.022716 -0.0705802 0.0099951 0.00474767 0.0123292 2.0317e-05 0.00821244 -0.0140746 -0.00141783 0.0170044 0.0366259 0.00138908 6.45867e-05 -0.00478466 0.0021352 -0.00263008 -0.0724218 0.000394929 0.0224599 -0.00115546 0.0441162 -0.00552783 0.00371831 0.0133679 0.00249376
internal_weight=148.559 0.828299 0.71753 147.73 145.214 1.01658 0.342111 2.51581 2.19071 2.05404 1.73065 1.613 1.02352 0.899333 0.541709 0.465437 0.295475 144.198 9.19659 8.06841 7.04544 0.587433 135.001 2.51331 1.66507 1.11357 0.504788 6.45801 4.16333 3.41871
internal_count=4633 750 553 3883 3534 72 57 349 321 311 304 295 263 184 150 61 56 3462 329 291 281 56 3133 112 94 86 75 225 147 138
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 2 1 2 1 1 1 2 0 1 2 1 0 0 0 2 0 0 1 0 1 2 2 1 0 1
split_gain=0.0160066 0.0708373 0.0812259 0.06177 0.194769 0.237436 0.191143 0.1372 0.378356 0.248303 0.463569 0.241881 0.25526 0.24123 0.172927 0.124681 0.0913947 0.241173 0.201047 0.0994329 0.94749 0.554693 0.365107 0.33017 0.208029 0.467146 0.415138 0.165235 0.206877 0.1847
threshold=0.53998383280000006 0.41917906650000009 37.765550062200006 40.767054867700004 0.54191491270000014 40.679780036550007 0.42111014640000005 42.320906304050006 0.42473279245000012 0.43967246490000006 0.44393880420000004 42.388109226950007 0.54284302865000023 0.44720217960000008 40.858951393400005 0.42802610700000004 0.54353163080000011 0.54413041525000005 0.54450465555000005 40.040404835300002 0.55688452445000014 0.54585192060000021 0.4373072662500001 0.5485614203000001 0.4417083321000001 39.476991512000005 39.354247760400007 0.44765126795000004 0.56065686655000013 0.45218706025000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -5 9 -9 15 -11 -10 -13 -12 -15 -8 -6 -18 -19 21 -21 -20 23 -23 -24 26 27 -26 -29 -30
right_child=1 3 -4 6 5 -7 7 8 11 10 13 12 -14 14 -16 -17 17 18 19 20 -22 22 24 -25 25 -27 -28 28 29 -31
leaf_value=0.00050342315390878515 0.0060007126765526169 0.065454681268901901 -0.021864390037047293 0.040890569743962005 -0.03131283858346845 -0.083831638921902984 0.0067080096663692844 -0.14177204554957201 -0.11280972182765864 -0.13457939745376396 0.060263681595285223 -0.11485061992070003 0.0023438915773251884 -0.12899642083377236 -0.0082234501360167623 0.043023071611403493 0.1041823659914229 -0.11548520697497154 0.073567170330518739 -0.13899117474540132 0.025676760590069167 -0.0027547447103823536 0.1011540233492408 -0.10085304871059429 -0.1133329737015376 -0.13233986685956931 0.10313998415635994 0.10329196883031962 -0.11129011449254772 0.0019881872081692312
leaf_weight=119.9256604860461 1.5239039869043249 0.36841266066767531 3.3364254992744691 1.3056438578241785 1.1779688231181316 0.40229660929708266 1.718173924600704 0.20882343873699927 0.20121117385292553 0.28667790303006757 0.5116306060226633 0.19192566722631443 5.873471813119977 0.1339607229183456 1.0309770651087999 2.1021136101335287 0.21036535501480091 0.15938648697920133 0.96190325336647209 0.49841722100973118 1.1689408830150112 0.66675244644284226 0.22231375733940728 0.70679482215768985 0.12911858918039465 0.24268229785411666 0.42806820372061327 0.18894192827883705 0.15413671064494172 2.1752320996727263
leaf_count=2782 36 7 141 30 13 13 16 17 11 7 9 3 597 10 171 42 2 4 10 8 75 7 16 100 27 53 7 5 15 399
internal_value=-1.2873e-06 -0.00214108 -0.0131276 0.000138317 -0.005884 -0.00865248 0.00451666 0.000642646 -0.00935535 0.0118367 -0.0170671 -0.0049428 -0.00136446 0.00302648 -0.0221116 0.0266904 -0.00532565 -0.00145709 -0.00434217 -0.00199377 -0.0235468 0.00412212 -0.00947146 -0.0532338 0.0075063 0.00123202 0.011772 -0.00300153 0.00265538 -0.00550755
internal_weight=148.212 28.2867 4.86033 23.4263 9.86173 9.49332 13.5646 12.259 6.47543 5.78353 1.96325 6.26661 6.0654 1.67657 1.16494 3.82029 9.09102 7.91305 7.70269 7.5433 1.66736 5.87594 4.91404 1.37355 3.54049 3.31818 3.0755 2.64743 2.51831 2.32937
internal_count=4633 1851 177 1674 761 754 913 883 628 255 197 611 600 190 181 58 741 728 726 722 83 639 629 107 522 506 453 446 419 414
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 0 0 0 2 1 2 2 0 0 0 0 0 2 1 1 0 0 1 1 0 0 2 2 1 2
split_gain=0.0146986 0.0935025 0.0742332 0.195883 0.0707926 0.114733 0.0648551 0.0653839 0.0541971 0.284987 0.143315 0.432032 0.27673 0.524097 0.297201 0.163853 0.181869 0.192055 0.14645 0.132282 0.218567 0.353805 0.292243 0.218677 0.159428 0.125043 0.234062 0.114976 0.33314 0.217187
threshold=0.41808628485000005 0.4172030777500001 0.40437412050000004 0.53938504835000012 0.41917906650000009 0.53998383280000006 0.52949013500000019 0.52889135055000014 40.806664626150003 0.42111014640000005 38.751720283100006 38.621016321050007 0.54284302865000023 0.54695967185000016 0.5485614203000001 0.55877069550000014 0.56300709560000006 37.688226470200007 0.42802610700000004 0.43837010870000009 0.55688452445000014 0.56065686655000013 0.46280051495000007 0.46636328255000009 0.63378341965000018 0.56974342085000018 39.476991512000005 42.320906304050006 0.42473279245000012 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 7 -6 10 -10 11 12 -7 -14 -15 -16 -17 -18 -12 -20 -21 -22 25 -24 -25 -23 -27 -11 -29 -30
right_child=4 -3 3 -5 5 8 -8 -9 9 27 18 -13 13 14 15 16 17 -19 19 20 21 22 23 24 -26 26 -28 28 29 -31
leaf_value=0.00042711062127965887 -0.019690583315751499 0.023280922218417644 -0.0032351149643584428 -0.083136271733191186 -0.10054383397499483 0.047208495980339125 -0.10438888837493079 0.10128648056525402 0.063193277946879026 0.010989950187993138 -0.033713500925398279 0.1065083394296797 -0.12213384493467563 0.1046722573752404 -0.10963217464916011 0.083901368486145614 0.0020014564216012556 -0.10915804639188745 0.029721613787796187 -0.090652409948536281 0.10342283521160832 -0.056868564289316137 0.10204042661988544 -0.10221896152571193 0.090049676952810701 0.048611951700385424 -0.039762481233946739 -0.13731907460744103 -0.11151013963533699 -0.0012470951726535765
leaf_weight=118.77408458003008 2.1199374467832959 1.7677495254320081 1.5013777755830222 0.38563381576636846 0.028428908726321533 0.81062865129206585 0.16446513550090458 0.036864280700683594 0.77481629288376908 5.6888560445548801 2.3729864237830043 0.4198984077966087 0.41502440269687246 0.24760956317186344 0.15958053165036279 0.20539988309610613 0.80669716028343075 0.19252275518590523 0.96955522731877852 0.32113445550203357 0.27910787612199817 0.98102971763000901 0.33170024986611668 0.1199913430534707 0.067324520869192384 0.45284695771988459 0.88614298887841869 0.19476202368446127 0.18407653497365561 6.0464823245005164
leaf_count=2655 32 17 66 69 90 7 29 1 28 250 37 5 10 2 39 12 346 65 31 6 3 30 8 61 47 18 41 17 11 600
internal_value=-4.30725e-06 0.000448973 0.000114473 -0.0195639 -0.00219969 -0.000598526 -0.0709129 0.0134088 0.000106079 0.00439693 -0.00540281 0.0118372 -0.00217264 -0.0219225 0.00388084 -0.0144133 -0.00179933 -0.019416 -0.0136833 -0.00290235 -0.0120993 -0.00400915 -0.0145709 0.0532623 -0.0331143 -0.029746 -0.00987421 0.000636342 -0.00853054 -0.00450472
internal_weight=147.707 122.429 120.661 1.88701 25.2779 23.1579 0.229758 0.0652932 22.9282 12.889 10.0392 3.25736 2.83746 2.02683 1.61181 1.3642 1.20462 0.99922 6.78182 4.40883 3.43928 3.11814 2.83904 0.519016 0.187316 2.32002 1.33899 12.1142 6.42532 6.23056
internal_count=4633 2807 2790 135 1826 1794 120 91 1674 906 768 486 481 474 464 462 423 411 282 245 214 208 205 116 108 89 59 878 628 611
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 0 2 1 2 0 0 1 1 0 2 0 2 0 1 0 2 1 1 2 2 2 1 0 2
split_gain=0.0154217 0.357661 0.153119 0.404256 0.542036 0.491325 0.226223 0.0745685 0.384913 0.246578 0.348832 0.112232 0.0837857 0.129833 0.25172 0.133235 0.102563 0.497698 0.161917 0.132382 0.529551 0.686287 0.959858 0.401459 0.182073 0.220363 0.363068 0.624142 0.477614 0.181888
threshold=42.477827694800006 42.498713093000006 42.243697547450004 0.34626208795000007 42.431220712750012 0.35027394390000005 0.5380527529500001 42.027798546600003 0.35027394390000005 41.965446242000006 0.50035927070000008 0.54284302865000023 0.32467590790000006 0.32012514595000008 0.41229304515000009 35.771221912400001 0.47697673720000006 41.289992964000007 0.47774018740000007 0.34512439750000007 0.48149755995000004 40.518963363600001 0.34482500525000009 0.34524415440000006 41.873095646600007 41.559097512700014 41.681597818500002 0.34626208795000007 0.4995209724000001 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 -4 -5 -7 9 -9 12 -11 -10 13 14 -1 -16 17 -14 -18 20 21 -20 -23 -21 25 29 28 -28 -27 -25
right_child=1 -3 3 5 -6 6 -8 8 11 10 -12 -13 16 -15 15 -17 18 -19 19 23 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.088064732680131347 0.079189002594579672 0.00051875961368003575 -0.11639978877740936 0.05549964858625616 0.017521230783093342 -0.073152684283714214 -0.00725336338536617 -0.0083293032668919995 0.069446639398750412 -0.08617458297352075 0.032856716551795215 0.021919091426612476 -0.0041345768688252236 0.066498226987415379 0.023311756227046471 -0.10908205385284311 0.017286864337118162 -0.11479776565752604 -0.0034019975717351188 0.034300135223241379 0.01252583791358456 -0.01250543811958167 -0.14886938165081079 -0.0006973249347148546 0.030396115383360064 -0.15673586132878181 0.020030691650034294 -0.067793803238177561 -0.016142609498967363 0.037828538212468614
leaf_weight=0.18146273933382318 0.58676785374535612 38.222822190278563 0.802577139724163 1.0939882546663287 0.48477744008414447 0.69173258420778472 2.1096193095709168 3.5205711877511012 1.0374800814606713 0.75052865540882752 0.36639632724836702 0.95347323377336568 4.4177241743065414 0.47842750233030529 0.12212752550840378 0.20130248097530057 5.4576483219861975 0.44758037479186885 3.0116415312513691 3.4434451395645729 4.7755961306393147 1.071080897934735 0.99637010972946871 64.305939802130652 1.8407237833653187 0.42221742123365302 2.5302258245646958 1.1896575952741839 0.56492655595320684 1.2492685818612006
leaf_count=58 17 1829 41 4 16 30 53 43 31 23 34 30 293 24 7 48 44 29 27 24 35 13 27 1660 30 4 33 45 49 32
internal_value=-2.63927e-06 0.00170819 -0.000614484 -0.0173875 -0.0659693 -0.00133184 -0.0235258 0.000226746 0.011544 -0.000410878 -0.0471275 0.0466856 0.000128678 0.0291701 -0.00620134 -0.05909 -0.000169649 -0.014315 0.000587804 -0.000479367 -0.0113804 -0.0338582 -0.0782235 0.000942627 -0.000650438 -0.00146379 -0.0223634 -0.0080565 -0.0762766 3.68524e-05
internal_weight=147.328 38.8096 108.519 5.18269 1.28735 3.89534 2.80135 103.336 5.51152 97.8243 1.11692 1.99095 96.7074 0.98332 0.504893 0.32343 95.724 4.8653 90.8587 85.4011 9.85469 5.07909 2.06745 75.5464 72.103 70.2622 4.70703 3.71988 0.987144 65.5552
internal_count=4633 1846 2787 144 57 87 83 2643 104 2539 57 61 2482 137 113 55 2345 322 2023 1979 102 67 40 1877 1853 1823 131 78 53 1692
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 2 1 2 1 1 1 1 0 2 1 0 2 0 1 0 2 2 2 2 0 2 1 1 1
split_gain=0.014441 0.0844698 0.205056 0.110596 0.126263 0.11595 0.0836997 0.0835697 0.0907129 0.0531962 0.317628 0.100486 0.147863 0.0839997 0.109548 0.0893231 0.0592927 0.184303 0.0508019 0.113944 0.0497153 0.0606807 0.0260053 0.174769 0.214266 0.117947 0.0872227 0.220759 0.15977 0.376883
threshold=47.927946529500012 45.700098835450007 0.37447980600000008 0.43967246490000006 0.41808628485000005 47.079243513300007 48.393869453650005 0.37820723930000005 47.74983977685001 0.37820723930000005 0.39150025445000008 0.40272746325000003 0.4529056016000001 0.61797550970000004 50.189067467950004 0.50214065445000011 0.39672464895000009 48.823707093150006 0.65010029640000011 0.50491003265000012 0.58035687555000015 52.497658770700006 43.735142172100005 43.564719632750005 43.426369480700011 0.49588335680000006 43.930205408700004 0.34569324270000007 0.40651477500000005 0.3584174126500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -3 4 7 -5 -2 -4 -9 16 -11 -12 -13 14 -14 -15 17 -8 -17 -20 -16 -22 23 24 -1 -26 27 -24 29 -28
right_child=6 2 3 5 -6 -7 9 8 -10 10 11 12 13 15 20 18 -18 -19 19 -21 21 -23 26 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00026700318007410974 0.041765906914927875 -0.10658749233372655 0.072032041003577282 -0.071544314353853819 0.095799806622734587 0.029842820075574778 0.020472853013548124 -0.10184094988351214 0.02169516462241005 -0.11674789730524493 0.061222107717108391 -0.10288499718577376 0.093072176461934941 -0.10405401133191444 0.041538408448637966 0.081515159712198887 0.016321187659516831 -0.041376571641868962 0.082800089146097655 -0.10612192932041478 -0.10302792048892014 0.052243670891694731 0.05901387490211301 -0.033307335342620377 0.075816513266912841 0.0069486239732434469 -0.0020078824569020113 0.001206590113125375 0.034239593368031063 -0.11070330689668746
leaf_weight=129.02790171822116 0.55445094878087431 0.25231927729691861 0.091493890795390831 0.34664832872658735 0.1756917352322489 0.16720918514783989 1.0934970267117021 0.1195801016074256 0.11818945896811783 0.2553173737542237 0.26083012450635557 0.14196582299626215 0.19347210608248133 0.10791181976674125 0.099500372234615497 0.064996337447155383 2.5752108926571964 0.86126501444960002 0.055117068346589804 0.075868910292228975 0.080650131169932138 0.036587019243597751 0.9391422308629126 1.5857678190457125 0.57285092322177777 0.43947068260149535 3.0512734882682229 2.2275550532358466 0.88862803327390327 0.35623777019827674
leaf_count=3349 36 97 8 37 4 27 15 54 8 12 45 108 11 13 20 10 38 30 2 56 46 19 22 48 28 20 112 54 202 102
internal_value=-6.06252e-06 -0.000218775 -0.0258802 -0.00589216 0.0273444 -0.038553 0.00461806 -0.00918268 -0.0404342 0.0011284 -0.0161208 0.00688197 -0.00967456 0.00885593 0.0383759 -0.0309915 0.00635353 -0.0067779 0.00923823 -0.0266262 -0.010449 -0.0545712 1.57442e-05 -0.000309842 9.25438e-05 0.0459195 0.00575828 0.0183504 -0.0035234 -0.0133714
internal_weight=146.817 140.36 1.27113 1.01881 0.504955 0.513858 6.45664 0.329263 0.23777 5.90219 1.37222 1.1169 0.85607 0.714104 0.41021 0.303894 4.52997 1.95476 0.195982 0.130986 0.216738 0.117237 139.089 131.626 130.04 1.01232 7.46284 3.1667 4.29614 3.40751
internal_count=4633 4172 235 138 74 64 461 70 62 425 342 330 285 177 96 81 83 45 68 58 85 65 3937 3445 3397 48 492 76 416 214
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=2 1 1 1 2 2 0 1 1 2 2 2 0 1 1 2 1 1 1 2 1 1 1 0 1 1 2 1 0 0
split_gain=0.0173928 0.0285461 0.0558682 0.0337025 0.0505297 0.0221742 0.0236059 0.01893 0.0307012 0.0165264 0.0451197 0.0885032 0.0824809 0.0878853 0.0960865 0.0725781 0.187273 0.0936573 0.11296 0.112399 0.0715847 0.0848645 0.0224423 0.172772 0.143977 0.142668 0.292232 0.0874346 0.202031 0.0821232
threshold=34.823977857500005 0.38906020780000011 0.38512319990000005 0.38045268105000002 33.96174662340001 33.361153777850006 0.54191491270000014 0.36551300860000008 0.31100865245000009 49.292797572200008 47.927946529500012 49.064150740050003 0.39672464895000009 0.37977904855000005 0.44922307715000004 45.700098835450007 0.37447980600000008 0.43967246490000006 0.41808628485000005 47.142075646500011 0.37820723930000005 0.39150025445000008 0.45824975300000009 0.56065686655000013 0.46551001470000003 0.46280051495000007 42.388109226950007 0.45932756505000005 0.58388970390000006 0.56685428580000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -3 -7 8 -1 10 15 12 -12 -14 -15 22 -17 18 20 -19 -18 -22 -2 -24 25 26 -25 -28 -29 -26
right_child=9 5 -4 -5 -6 6 -8 -9 -10 -11 11 -13 13 14 -16 16 17 19 -20 -21 21 -23 23 24 29 -27 27 28 -30 -31
leaf_value=0.10062079542213974 -0.000213183358667742 0.074250561299105886 -0.10174777549871999 0.10021274665668936 0.058049834914371878 -0.03311680990604992 0.058798320662158322 -0.10183284905024033 -0.045741961630746619 -0.0093812364954435137 -0.013772828584093774 0.045314753014109727 0.0345462191432859 -0.03378932039024201 0.025544219062787601 -0.10596551909793327 0.068039794490522956 -0.068020807529867486 0.094082665089925618 0.034135878824956188 -0.10316674063624598 0.019553771455512105 -0.10775899435255941 -0.10294251185880354 -0.10295814749436774 0.10120157549170471 0.083105198574745465 -0.10604076631474904 0.10332838107973433 -0.00084725232310995887
leaf_weight=0.018025005236259939 136.37162865508063 0.12002480333562104 0.047553001902997494 0.040322195272892714 0.088874758337624371 0.056481389503460377 0.055296535149359727 0.03600188804557547 0.069942543853489525 1.8828827467332008 1.5197762465104454 0.61087513939855842 1.2283690827898683 0.55188341683242448 0.53999244637816446 0.22957970968854968 0.087396523202187382 0.34174047790475015 0.16173027851618826 0.15726756533877051 0.10699092273716815 0.11905148045843816 0.11729484677743984 0.15301027359237174 0.086195563359069638 0.30379691004054621 0.35050059854984283 0.092717451334465295 0.091643065214157104 0.91340015912948047
leaf_count=1 2871 173 5 7 26 6 62 8 98 314 23 31 23 33 37 97 8 41 4 23 23 39 9 29 8 10 4 63 1 556
internal_value=-7.38733e-06 0.0180322 -0.00229531 0.0163852 0.00050446 0.0444031 0.0123536 -0.0407503 -0.0157515 -7.3177e-05 4.84173e-05 0.00996012 0.00433586 0.0161972 -0.00444563 -0.00026741 -0.024716 -0.00556833 0.0262064 -0.0358251 -0.00881689 -0.0385326 -5.4887e-05 0.010183 0.0171303 0.044127 0.0189202 0.053782 -0.00196626 -0.00965232
internal_weight=146.55 0.532522 0.300719 0.253166 0.212844 0.231803 0.111778 0.123969 0.0879675 146.018 144.135 4.4509 3.84002 2.32024 1.09188 139.684 1.20376 0.974177 0.475169 0.499008 0.313439 0.226042 138.48 2.10856 1.99126 0.991668 0.687871 0.534861 0.184361 0.999596
internal_count=4633 386 145 140 133 241 68 107 99 4247 3933 147 116 93 70 3786 235 138 74 64 70 62 3551 680 671 107 97 68 64 564
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 1 1 2 1 0 1 2 0 2 2 0 0 1 2 1 0 0 0 2 2 1 0 0 0
split_gain=0.0144888 0.0852471 0.303568 0.120382 0.0549043 0.33103 0.163297 0.392954 0.41259 0.346578 0.184324 0.698022 0.836374 0.52829 0.257015 0.360216 0.154198 0.70979 0.283385 0.188912 0.309318 0.152691 0.214036 0.420025 0.302137 0.170106 0.15212 0.167396 0.283627 0.162884
threshold=0.54504356155000011 0.42307116555000007 0.54088200950000009 0.42111014640000005 38.751720283100006 38.474425342400004 0.37820723930000005 0.37227927305000003 43.321682097200004 0.38045268105000002 0.50291907430000016 0.35585760905000008 40.679780036550007 0.5054040298000001 40.806664626150003 42.123054668150012 0.51484985480000012 0.52157121045000021 0.38906020780000011 39.427119987250002 0.39150025445000008 0.52507409960000018 0.53017873715000008 0.5276039639500002 41.404176814550006 43.521589032450009 0.3975479776000001 0.52769378160000013 0.52252926560000013 0.5195503128500002
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 7 10 -9 -8 11 -6 -13 -12 -14 -16 -11 -18 -19 -20 -21 -22 23 24 -23 -26 27 28 29 -1
right_child=-2 2 -4 -5 6 -7 9 8 -10 16 13 12 14 -15 15 -17 17 18 19 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014345763396998404 -0.0025267181031633258 -0.070636056276508624 0.050854226144816661 -0.033272949378006796 0.00062681744570482797 -0.056103806661389144 0.063850550763260724 -0.11252091854088049 0.01749157824703057 0.041084887159235549 0.10105037719576498 -0.13358763992111067 0.092959610655296662 -0.00012594828945652585 -0.10996737758369023 0.012353087726115115 -0.064588610300017515 0.055341133524439805 0.028122417631542551 -0.040776489197679761 0.055105209378270174 0.092734047905404959 0.007585218110944085 -0.095490976646494877 -0.11160029931332582 0.03534402384797896 -0.028219668772706805 0.032689909574533778 -0.034748681912789986 0.046431448475942799
leaf_weight=10.26898136440332 19.73899611941566 0.25813342588925436 1.0119784203125162 1.0700449895230111 75.956512535843842 1.1712978161522176 1.0792235199478479 0.63143186153320019 0.39790498559887055 1.1817932915728331 0.69062140444293563 0.85870701298972507 0.21562907006591547 2.0419679157421342 0.35205186321400084 0.76149281830691962 1.4121990823250623 1.2246522466739431 3.1645268546417382 1.5697326243098384 0.60504648997448285 0.3045427850447584 12.987246077280359 0.60450153834972298 0.1778072591041564 0.14145102677866817 1.8424978868015376 1.610160207361331 2.1451266614058104 0.87285660067573267
leaf_count=361 1730 118 19 12 1313 30 23 46 20 37 33 24 4 52 22 113 21 22 35 33 25 26 164 144 36 17 61 30 45 17
internal_value=-6.76212e-06 0.000386109 0.0261629 0.000124903 0.000412481 -0.00470962 0.00127505 -0.000865908 -0.0622627 0.00844634 -8.44992e-05 -0.000977222 -0.0566646 0.0254449 -0.00696872 -0.026319 0.00588816 0.0040138 0.0086761 0.00575363 0.00143483 0.00590566 0.00381162 -0.0360879 0.0214773 -0.0464949 -0.00111349 0.00223904 -0.0014511 0.00495965
internal_weight=146.349 126.61 1.27011 125.34 124.27 17.9109 106.359 81.9063 1.02934 24.4527 80.877 78.1444 2.18788 2.73259 1.32917 1.11354 23.3735 22.1917 20.7795 19.5549 16.3903 14.8206 14.2155 1.2283 0.623801 0.319258 16.7396 14.8971 13.287 11.1418
internal_count=4633 2903 137 2766 2754 544 2210 1627 66 583 1561 1476 163 85 139 135 560 523 502 480 445 412 387 223 79 53 514 453 423 378
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 1 1 0 1 0 2 1 0 1 2 1 1 1 2 1 2 2 0 2 2 1 1 0
split_gain=0.0212048 0.142149 0.35101 0.279101 0.0946956 0.585684 0.250204 0.57481 0.174694 0.554354 0.325784 0.0834412 0.50289 0.152942 0.586033 0.519144 0.478491 0.393914 0.307196 0.260387 0.222796 0.174278 0.141519 0.129577 0.086331 0.17997 0.134373 0.239347 0.160647 0.0965409
threshold=41.243661560350013 41.11191809080001 0.48588365620000007 0.5485614203000001 41.542492784600007 41.559097512700014 41.444941515100005 0.34521421515000011 0.35027394390000005 0.48185683060000012 0.40115565405000009 0.47820424540000012 40.806664626150003 0.35585760905000008 0.48735067810000005 0.34626208795000007 40.165165956550005 0.34569324270000007 0.36042334060000009 0.3447651268000001 40.574766824850009 0.34545372890000009 40.94178426300001 40.165165956550005 0.47774018740000007 39.571921479100006 40.300545846000013 0.34503457980000002 0.34515433670000012 0.47500074850000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 -4 6 -6 8 -8 9 -2 -10 12 24 15 -15 17 -17 19 -16 -13 21 23 -20 -21 25 29 -27 -28 -29 -1
right_child=4 2 3 -5 5 -7 7 -9 10 -11 -12 13 -14 14 18 16 -18 -19 22 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0039007609788151718 -0.013635661710990494 -0.0081402599696526329 0.089426177434943285 0.0086836358273512017 0.10358139393884219 -0.0004816102454398008 -0.096280441927045879 -0.00036759984580869124 0.003997521232273404 0.042724603499214912 -0.069683258455212796 -0.018927570856507051 -0.1155670182460341 -0.090140217680605525 0.064552339863685665 0.0064425290468496481 0.10327067293261696 -0.030678776937063463 -0.00024126105056852633 0.026372007641000301 -0.0026431341433557774 0.0085040276608696602 -0.03096345167561626 0.062558734098747834 -0.025723340306897848 0.056508538207536499 -0.044614626288669849 0.0085071552607162149 0.10325068675875429 -0.045236416585348542
leaf_weight=3.145591538538461 5.1326985563664476 2.0216942143786123 0.95453815534710862 0.77626623910441594 0.54576955270022054 59.904095397242102 0.9982973532751197 1.6702933831104472 1.5374969503609466 2.6442714687436819 0.98426280260400734 2.4541075555607703 0.42314308415512147 0.73835498296921187 0.71855077217332919 0.98493530377163496 1.059171359054744 2.8394408449530593 39.815701380199641 2.4682711688801628 3.6821258866693825 2.7877946235239506 1.5580449827502878 1.6516970321536062 1.414419745095074 0.82380909845596795 0.56282048334833212 0.53009614624897949 0.27018443863107677 0.68872756580822159
leaf_count=255 37 19 30 16 17 2381 21 30 29 26 33 22 37 17 21 18 25 20 1317 21 27 15 37 27 15 20 24 58 8 10
internal_value=-8.0753e-06 0.00120665 0.0201584 0.0532131 -0.00120547 0.000457919 -0.0089597 -0.0362478 -0.00188885 0.00552757 -0.0247607 0.000170227 -0.00952592 0.00142438 -0.00182159 0.00917931 0.0566149 0.00307462 -0.000272361 0.0104221 0.0172236 0.0278135 -0.00139819 0.0408793 -0.0034914 0.00173101 0.0246231 0.00535273 0.0404937 -0.0113255
internal_weight=145.787 72.3695 3.7525 1.7308 73.4172 60.4499 12.9673 2.66859 10.2987 7.77697 2.52176 68.617 7.85879 60.7582 42.8307 17.9275 2.04411 15.8834 42.0923 13.044 10.5899 6.90776 41.3737 4.11997 7.43565 6.02123 2.18691 1.3631 0.800281 3.83432
internal_count=4633 2059 65 46 2574 2398 176 51 125 63 62 1994 427 1567 1392 175 43 132 1375 112 90 63 1354 48 390 375 110 90 66 265
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 0 1 1 1 2 1 0 0 2 1 1 1 2 2 1 1 0 1 2 2 0 1 0 2
split_gain=0.0174314 0.11771 0.298883 0.254837 0.0969561 0.364661 0.340676 0.247283 0.51701 0.365869 0.33949 0.62544 0.394414 0.604931 0.71833 0.713584 0.448206 0.38845 0.198007 0.186704 0.177814 0.301915 0.230283 1.74518 0.2185 0.174514 0.414607 0.318364 0.552309 0.156963
threshold=41.243661560350013 41.11191809080001 0.48588365620000007 0.5485614203000001 0.48032993025000009 0.48077901860000011 0.48001556840000009 0.34458549145000011 0.34494476210000008 0.34515433670000012 41.741384785950011 0.34584293880000011 0.48735067810000005 0.52688542260000015 41.529896397300007 0.40115565405000009 0.41997245590000004 0.42307116555000007 41.559097512700014 41.873095646600007 0.3459626957000001 0.34575312120000007 0.48119816770000007 0.34614233110000009 42.783136484500005 42.686561923500008 0.47774018740000007 0.34542378970000004 0.47568935060000012 41.529896397300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 6 -6 19 -7 -9 -10 11 -11 -13 14 -14 -15 -17 -18 -19 29 21 24 -22 -24 -12 26 27 28 -21 -2
right_child=4 2 3 -5 5 7 -8 8 9 10 20 12 13 15 -16 16 17 18 -20 25 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00016688532049810264 0.0012344417475714992 -0.0072974940192850266 0.086191362411792358 0.007835062819489565 -0.078758333952194504 0.064472086384016677 0.04981448691982452 -0.049265751476307872 0.059777388764112385 -0.078936537932534426 0.022225350435825672 0.023540376046987846 -0.1527426000260399 0.062100069145911985 0.001932720936154559 -0.10910658673342717 0.10467543084163794 -0.1106685455906896 0.014750409267169987 0.02805882636289388 0.065140513917846879 0.045167298225389299 -0.25316940724731823 -0.00083318775425731686 -0.015852093232125657 -0.0010969640599664317 -0.10638686423924602 0.0435885820359323 -0.11266937874382499 0.028243801393013124
leaf_weight=68.355712268247174 5.3785977822171898 2.029236364410735 0.89448643848299958 0.7744088040594761 0.6363208033144464 0.54409354921517561 1.5350294187664975 2.3325219601392737 0.96908251103013654 1.5205312939360727 2.9344515651464445 2.476010724902153 0.69144054147182055 1.065523120458238 0.53069820900600462 0.62926650838926412 0.25816361280158162 0.24478522973913641 0.25914125145027356 0.56308287600911844 0.50133808702230709 2.3126214537769556 0.27668873965740459 29.102837782983357 3.0980322575196624 10.014616398954344 0.56084724098764116 0.72186140864505421 0.55254348064772785 3.58627224120346
leaf_count=1994 43 19 30 16 8 7 11 22 8 27 22 12 32 9 14 12 14 34 40 57 2 68 3 1437 39 476 43 27 36 71
internal_value=2.49008e-06 0.001107 0.018484 0.0498321 -0.0010833 -0.00353598 0.00430996 -0.00257381 -0.00331521 -0.00102847 -0.00231222 -0.0215044 -0.00731642 -0.0280833 -0.0855768 0.000515996 -0.0466461 0.00492829 -0.0461726 0.00104252 0.00154146 0.0144472 -0.00206285 -0.00320962 0.00267036 -0.00689947 -0.0311287 -0.00815808 -0.0416405 0.0120392
internal_weight=145.35 72.0538 3.69813 1.6689 73.2964 50.3835 22.9129 49.7472 49.2031 46.8706 45.9015 7.67556 6.15503 3.67902 1.22214 2.45688 1.39136 0.76209 0.503926 21.3778 38.226 8.34511 29.8809 29.3795 6.03248 12.413 2.39834 1.83749 1.11563 8.96487
internal_count=4633 2059 65 46 2574 1810 764 1802 1795 1773 1765 194 167 155 46 109 100 88 74 753 1571 129 1442 1440 61 639 163 120 93 114
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=2 0 2 1 2 0 1 1 1 1 0 0 2 1 2 1 1 1 1 1 0 2 0 2 2 2 2 0 0 0
split_gain=0.0142179 0.103677 0.390451 0.23015 0.204845 0.322379 0.527463 0.212424 0.138751 0.507106 0.136383 0.100427 0.43583 0.415207 0.294012 0.172051 0.0906568 0.196968 0.143002 0.169435 0.21989 0.0982533 0.094577 0.0895427 0.254363 0.153644 0.186183 0.0785008 0.300734 0.282132
threshold=41.243661560350013 0.47880302985000006 40.806664626150003 0.34536391125000004 40.986363433950011 0.48185683060000012 0.34626208795000007 0.42473279245000012 0.3447651268000001 0.34491482290000003 0.47905751325000007 0.48458129995000004 39.656620114300004 0.35986946500000005 40.165165956550005 0.34554354660000003 0.34521421515000011 0.34545372890000009 0.34494476210000008 0.34458549145000011 0.47604862130000009 40.250747516500006 0.47868327295000007 39.525197829750006 38.983591653800012 37.995872310650007 37.892416320650007 0.48032993025000009 0.48077901860000011 0.48001556840000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -8 -3 -10 -11 12 -12 14 -13 -14 18 -18 19 20 23 -21 -19 24 25 26 -1 29 -29 -2
right_child=27 4 3 -5 5 6 7 -9 9 10 11 13 15 -15 -16 -17 17 22 -20 21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0058359155733506037 0.00092436334658858334 -0.023988848898878784 -0.12948713951648336 -0.019233031804461759 0.047276589013447411 -0.062660510881462392 0.05011823714570756 -0.0064528289731391039 0.063368088939758913 0.043614325830930202 0.027893976010432749 -0.0010884039066772931 -0.010468390460297711 -0.0010831691806657314 0.067509928080042636 -0.045516272677162919 -0.057919409024298665 0.045614513170389753 0.028216312734506449 -0.0038303391877458973 0.041203019427998193 -0.066858335951788958 -0.017259849848409187 -0.054834520418559601 0.059053324305676051 -0.03826759542113576 0.10658158225372356 -0.072026596894333203 -0.0023193940365340208 0.045694834765532433
leaf_weight=1.0910386681581088 21.216813573036777 2.2007847353816024 0.40038070928304925 0.35917869786499068 2.5257764384150496 0.96351778600364957 1.4196431601885708 1.2466443398295721 1.2982227057218541 0.71040080487728019 2.116504226869437 1.040747872408246 3.3363213464617729 41.096228771415198 1.5632856953889129 2.4142016259902448 0.8521033350879551 0.39438144021035959 1.6399251563790924 0.40929709961663696 1.1329755154438315 0.62502414604387013 0.60818323493003845 0.38509962783427898 0.53707345016300667 1.4649867705074937 0.17032234370708454 0.62674297951161761 49.516606602564593 1.5075846211984743
leaf_count=144 753 16 37 10 13 14 31 34 11 3 22 28 24 1337 31 24 17 58 73 36 11 16 3 30 11 24 1 8 1802 11
internal_value=3.67721e-06 0.00100028 -0.00841022 -0.0773504 0.0025304 0.0198424 0.000752413 0.023668 0.000619828 0.0016307 9.75632e-05 -0.000501932 -0.0109029 0.00137048 0.0400934 -0.0251823 -0.00278596 -0.0225706 0.00213561 -0.00521854 0.00272001 -0.0419172 0.0074732 -0.00923012 -0.00384858 -0.0162399 0.00934389 -0.00098109 -0.00319067 0.00389453
internal_weight=144.87 72.0022 10.07 0.759559 61.9323 6.15558 3.62981 2.66629 55.7767 53.5759 52.2777 51.5673 7.86703 43.7003 2.60403 5.75052 9.31041 1.85467 7.45574 5.81582 4.7815 1.03432 1.00256 3.64852 3.26342 2.72635 1.26136 72.8677 50.1433 22.7244
internal_count=4633 2059 471 47 1588 92 79 65 1496 1480 1469 1466 70 1396 59 48 424 78 346 273 221 52 61 210 180 169 145 2574 1810 764
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=2 1 1 2 2 2 1 0 0 0 1 2 1 1 1 1 1 2 0 1 1 1 1 1 2 0 0 1 1 0
split_gain=0.0133872 0.0765966 0.148329 0.1006 0.055699 0.0333549 0.0500199 0.0260762 0.0787156 0.201168 0.267137 0.122638 0.112381 0.110987 0.201503 0.135562 0.0953374 0.0764252 0.0764482 0.156918 0.150905 0.156296 0.141038 0.0932349 0.181799 0.0900084 0.0873331 0.0842901 0.134202 0.0705452
threshold=49.292797572200008 0.31100865245000009 0.31060447290000009 49.247968080500009 48.823707093150006 45.044778924400006 0.30560462260000004 0.47721625100000004 0.47787491390000009 0.47811442770000007 0.34446573455000007 42.081757894750005 0.3447052483500001 0.34482500525000009 0.34491482290000003 0.34506451900000007 0.34542378970000004 48.914776625700007 0.47568935060000012 0.34479506600000004 0.34521421515000011 0.3447052483500001 0.35696536035000009 0.3447651268000001 43.968221017800005 0.47709649410000005 0.45995628875000011 0.34506451900000007 0.34524415440000006 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 17 11 -10 -11 -9 -12 -14 -15 -16 -13 18 20 -20 21 -3 -22 -23 -25 27 -24 -21 -29 -17
right_child=-2 7 -4 -5 -6 -7 -8 8 9 10 12 16 13 14 15 29 -18 -19 19 25 22 23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10049373640937101 -0.0083629083976938245 0.0022449957699746371 0.065657758341916811 -0.10226139068152187 0.10066927547030108 -0.10177504988531648 0.047864452032268689 0.019830570848549358 -0.04679490432689256 -0.052506768206576453 0.01785997492326466 -0.031635859917637045 -0.02101867647988824 0.035631783228566562 -0.021510903873128918 0.0065720656689687729 0.010325629961509123 -0.037412376959194055 -0.05217430720819044 -0.018613636615220582 -0.10484924181590267 0.071079777676346281 -0.10420468245814099 -0.10538948889265243 0.10269723387030383 -0.026433751812347896 0.025941870876510509 0.067617154749768635 0.0016315565366578633 -0.00053560944382592408
leaf_weight=0.030367593812512861 1.884234076741875 6.4268615253643322 0.48580027911521029 0.1050760394136887 0.058242565020918846 0.03386726914322935 0.090309874343688534 4.7168638184666625 0.92026226199231942 0.95635105995461245 3.6391053260304025 0.99668232654221389 2.4558620764873913 1.6066457121632982 2.8643477673904263 16.41465865430655 1.1854661391116676 0.66440197109477672 0.83689623104874034 0.76603729522321407 0.23945767772561932 0.55493362899869669 0.065806959145646715 0.095090754550255951 0.075180806219577789 1.1477299400139602 0.2381584609854599 0.4509881616104392 0.97363799370577908 93.535256525269091
leaf_count=134 314 305 11 10 3 19 25 33 20 15 32 14 21 10 36 200 27 16 15 26 64 6 108 101 1 17 28 19 54 2949
internal_value=1.09936e-05 0.000121618 0.0309067 -0.0222043 0.0173284 -0.0140798 0.0105312 -5.28265e-05 0.000369379 -0.000216438 0.000136437 0.0107621 0.000554185 1.5348e-05 0.00046681 -3.39927e-05 -0.00884001 -0.00440757 -0.00256031 -0.0134551 0.0033508 0.0072108 -0.0474512 0.0512184 -0.013512 -0.00374865 -0.00223419 0.0081365 0.0225204 0.000525511
internal_weight=144.515 142.63 0.803664 0.317863 0.212787 0.154545 0.120677 141.827 129.292 122.392 121.472 6.89901 120.516 116.877 114.421 112.814 2.18215 12.5352 11.8708 4.17529 7.69549 7.15207 0.543423 0.725205 0.170272 3.33839 0.303965 2.19066 1.42463 109.95
internal_count=4633 4319 202 191 181 178 159 4117 3357 3283 3263 74 3248 3216 3195 3185 41 760 744 131 613 413 200 108 102 116 136 99 73 3149
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 0 1 2 1 0 0 0 0 1 0 0 0 2 2 2 2 0 2 1 0 0 1 1
split_gain=0.0142138 0.32399 0.29658 0.151675 0.137142 0.11877 0.103963 0.097418 0.126751 0.0893464 0.211247 0.980146 0.176549 0.26654 0.508194 0.121662 0.139243 0.552236 0.233321 0.127423 0.108718 0.0671255 0.147921 0.283002 0.117389 0.198152 0.0597267 0.153476 0.124448 0.061205
threshold=40.21994457600001 40.148327922700012 40.300545846000013 40.040404835300002 40.467253020850002 39.896141435400004 0.40115565405000009 0.48320409570000006 0.39150025445000008 39.427119987250002 0.34524415440000006 0.48458129995000004 0.51809826055000008 0.53938504835000012 0.52252926560000013 0.33894194785000004 0.48911709230000006 0.48185683060000012 0.49688632075000011 37.345948426100009 35.476804824450006 39.262923716450011 38.983591653800012 0.47604862130000009 37.995872310650007 0.34422622080000004 0.56748300950000019 0.56915960600000015 0.49146732130000009 0.37043801085000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 9 -4 -7 -9 15 -11 -12 -13 14 -14 19 17 21 -18 20 -1 22 23 24 25 -17 29 -28 -29 -20
right_child=2 -3 4 -5 -6 7 -8 8 -10 10 11 12 13 -15 -16 16 18 -19 26 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.06318348082062801 -0.03616715235295942 0.043165687413040103 0.029723034533739142 -0.029188199880707623 -0.00066739976673356352 -0.0020300813298669198 -0.00063036269420993409 0.058946525015024953 0.011132093535398901 0.018588307797627449 -0.13420317916263089 0.027060750092711357 -0.12474976957513345 0.0056198464638102692 -0.0057150901946310092 0.056586359655953149 -0.053810843382133017 0.076977554805766679 -0.0071618482109415656 -0.10832853440519644 0.067806747321653135 0.02941261759345111 -0.045978452630639377 0.048753870042349025 -0.032283640165401903 -0.032884625958644539 0.0069665215362781615 -0.10715305652950831 0.043992821347293661 0.0049421042226497763
leaf_weight=0.13618401988696405 2.2982820882407955 1.7904216453969173 2.6857204094367253 1.737286898943238 91.490876704529342 1.4885169877561559 1.9460268753957732 0.94301882735453579 1.3453736682713495 1.9157824954017986 0.66273794936751063 1.286058184225112 0.55256968119647387 2.3637150211700941 1.0220413124188779 0.50238049145307062 0.80528103178949351 1.1947506759106543 5.5423045073403108 0.20382110068476322 0.1184903223929723 0.71316835337347573 0.69249720836523909 1.023604357615113 1.4308287752614886 0.48796581639156145 0.59241003151691884 0.27434710331137779 0.067971456312367451 16.966840513232341
leaf_count=69 34 34 40 35 2981 8 31 9 52 25 15 28 15 57 36 24 29 13 66 32 30 7 10 18 17 75 13 210 213 407
internal_value=1.118e-05 0.00146522 -0.000666345 -0.000228942 0.000182476 0.000959515 0.0169701 0.0178831 0.0308358 -0.00069831 -0.010255 -0.0196412 -0.00510847 -0.0156133 -0.0474873 0.00172651 0.0025003 0.0160787 -0.000884729 -0.0494002 -0.00223869 0.00107821 -0.00380596 0.00467189 -0.0139647 0.012502 0.000933247 -0.0238356 -0.0771412 0.00196181
internal_weight=144.281 45.8604 98.4209 44.0699 96.1226 42.3327 4.63175 3.77691 2.28839 38.5558 7.8029 5.88712 5.22438 3.93833 1.57461 30.7528 30.2944 6.0452 24.2492 0.458495 0.254674 4.85045 4.13728 3.44478 2.42118 0.990346 23.4439 0.934729 0.342319 22.5091
internal_count=4633 1547 3086 1513 3052 1478 71 69 61 1409 176 151 136 108 51 1233 1102 164 938 131 99 151 144 134 116 99 909 436 423 473
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=2 1 1 0 1 1 0 0 1 0 1 1 2 2 0 1 1 2 1 1 1 1 0 1 0 1 2 1 2 1
split_gain=0.0145457 0.0251234 0.0503354 0.0305046 0.0393584 0.0204564 0.0331591 0.0210925 0.0158219 0.0331966 0.0153821 0.0283997 0.0142266 0.128128 0.480722 0.0968377 0.247828 0.203078 0.174412 0.269885 0.30633 0.571163 0.132953 0.498264 0.0881635 0.0772885 0.0560967 0.287666 0.0839851 0.154762
threshold=34.823977857500005 0.38906020780000011 0.38512319990000005 0.49405706415000006 0.31100865245000009 0.39346127360000005 0.5380527529500001 0.54413041525000005 0.34007963835000005 0.4560492201000001 0.43540612555000008 0.43643902880000007 43.157831852650006 43.084051236300006 0.50386215985000016 0.34626208795000007 0.34560342505000002 43.276780833950006 0.34708541665000009 0.3475943834000001 0.35585760905000008 0.36042334060000009 0.48001556840000009 0.34494476210000008 0.47673722340000008 0.32012514595000008 48.96897326980001 0.31753540315000006 48.823707093150006 0.31118828780000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 9 -6 -9 -12 13 -2 -15 16 22 -17 -19 -20 -21 -22 23 24 25 26 27 28 29 -14
right_child=12 5 -4 -5 8 6 7 10 -10 -11 11 -13 15 14 -16 17 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.10048448546528813 -0.00019473777472268903 0.10086451299519004 -0.10159644732666945 0.049266192632040233 -0.067238622392681413 -0.1008330033024275 0.065932258257901749 -0.10090188990495969 -0.10123468300343019 0.10024944633823465 0.092765163895661376 -0.10039920134027945 -0.062448243544450083 -0.11857820752646964 0.026583995177073289 0.059623603830068643 -0.037221492850515299 0.052193950910910142 -0.065637899050482534 0.055733106232592436 -0.11493219208036171 0.0053964333969325059 0.018169731755407488 -0.088659432710761266 0.035283276201327436 -0.035126461917391757 -0.0079226107734783526 0.10368555024511313 -0.036213541608267133 0.029646706845005727
leaf_weight=0.021302264183762243 119.90107253492802 0.046943338587880135 0.04356714989989996 0.12558421061839908 0.039355351634313251 0.01830635906662792 0.1076890267431736 0.014277456797572086 0.036753203790530264 0.016922191978665069 0.021166967693716288 0.011884963177569929 0.22275886265792832 0.4087245303098247 0.51631893950980157 0.7379547921645998 1.8942114201490756 0.73698519123718043 0.56021371483802695 1.0848132437095026 0.41636248739087012 7.5048150916452698 3.4234254731200053 0.65795577214885259 0.74894249042699801 0.60164126865856804 2.1850197575986385 0.31086815119488154 0.48290867172181595 1.0089073868875855
leaf_count=2 2800 2 5 21 69 7 4 29 43 5 2 197 98 40 25 24 37 10 3 13 68 964 23 24 6 41 40 4 7 20
internal_value=9.37579e-06 0.0169722 -0.00271311 0.0152434 -0.0221276 0.0423071 0.0264474 0.0414781 -0.0502034 -0.0168763 -0.0141626 0.0233062 -5.02116e-05 -0.000480768 -0.037555 0.00225393 -0.00415299 0.00894837 0.00531881 0.00170753 0.00589672 -0.000928425 0.00234317 -0.006369 0.0033672 -0.00160013 0.00319051 0.0151792 -0.000867825 0.0129904
internal_weight=143.908 0.503752 0.283484 0.239917 0.114333 0.220268 0.173325 0.155018 0.0930307 0.0562775 0.0473294 0.0330519 143.404 120.826 0.925043 22.5778 11.5366 11.0411 10.3032 9.5662 9.00599 7.92118 9.64243 6.219 5.56105 4.8121 4.21046 2.02544 1.71457 1.23167
internal_count=4633 386 145 140 119 241 239 232 117 74 228 199 4247 2865 65 1382 300 1082 1058 1048 1045 1032 263 240 216 210 169 129 125 118
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 1 0 1 1 1 1 0 2 2 1 0 2 1 0 0 0 1 0 0 0 2 2 1 2
split_gain=0.0133312 0.0640713 0.138617 0.124892 0.0613522 0.0460546 0.320305 0.0764556 0.0678997 0.0731175 0.0491646 0.0431698 0.148944 0.294449 0.111818 0.0873654 0.133912 0.0435702 0.0355262 0.0679083 0.0756161 0.0539452 0.0616774 0.102214 0.031973 0.155236 0.133144 0.268349 0.082195 0.153135
threshold=0.31100865245000009 49.292797572200008 49.064150740050003 0.39614083410000006 44.952171034750002 48.96897326980001 0.36042334060000009 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.50491003265000012 0.32467590790000006 0.39672464895000009 48.823707093150006 41.772405911750006 0.32012514595000008 0.41973294215000007 48.393869453650005 0.4995808509000001 0.61797550970000004 0.58887458460000019 0.58035687555000015 0.48616807880000007 0.57927906350000014 0.46735127690000006 0.4560492201000001 37.572218886150004 42.123054668150012 0.3584174126500001 42.957059535450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 11 -7 -8 -9 -10 18 12 -2 14 15 16 -14 24 19 20 21 22 23 -11 25 -13 -27 -28 -29 -30
right_child=5 -3 -4 -5 -6 6 7 8 9 10 -12 17 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.10078226603134675 -0.011904063627835073 -0.005134455268674747 0.065161650643749111 -0.081007398101675829 0.078785639878682215 -0.10910924280169848 0.093690374263529219 -0.10113280299477596 0.076862567533682369 -0.10103441033904306 -0.10059824294242647 -0.095131701639185315 0.050893188282608248 0.10420859839780708 -0.048605954873819544 0.060704002994712229 -0.061512945532196044 -0.023251343443272173 0.058186533733883654 -0.10479906004414392 0.095839388726416549 -0.10321884002116566 -0.10051481853525522 0.100543551486662 5.4010326187216343e-05 0.099609947387578585 -0.11170084354511976 0.089646293122974494 0.10074538006972221 -0.10520410257323649
leaf_weight=0.022863609030991161 1.3449522683410458 1.3633016474195756 0.46562699929927476 0.16334229753056206 0.11339156545000151 0.29736306219819642 0.10128974355757236 0.059846396173270477 0.13095447888190392 0.035050824891644794 0.050504034802543174 0.20491962665613428 0.20991387813319284 0.42652279883623112 0.27806044538738206 0.36860902793705463 0.21406297758221626 0.81526073664281185 0.093904981156811118 0.063418986474061967 0.075197868011855462 0.057853230207001616 0.039010482374578714 0.089098652824759483 135.92590433991489 0.12052548123222095 0.18788516498898389 0.15996576391626149 0.064767507836222649 0.081579324087215355
leaf_count=132 47 11 12 45 13 21 3 39 12 81 74 238 39 4 30 9 9 39 8 12 21 44 14 6 3558 14 23 8 3 64
internal_value=8.84697e-06 0.00786397 0.0310216 -0.0220381 0.0486542 -0.000109317 -0.0205523 0.0125247 0.000692822 0.0102896 -0.00700673 4.98976e-05 0.012249 0.0339464 0.00595546 0.0250971 -0.00585989 -0.000202146 0.00341529 -0.0108863 0.00922045 -0.0202509 0.00916784 0.0436325 -6.47294e-05 -0.019756 0.00537069 -0.0176125 0.0400992 -0.0140587
internal_weight=143.625 2.12853 0.765224 0.299597 0.136255 141.496 1.09349 0.79613 0.69484 0.634994 0.504039 140.403 2.84212 1.49717 1.07065 0.792586 0.423977 137.561 0.453535 0.35963 0.296211 0.221013 0.16316 0.124149 136.746 0.819643 0.614723 0.494198 0.306313 0.146347
internal_count=4633 213 202 190 145 4420 335 314 311 272 260 4085 138 91 87 57 48 3947 186 178 166 145 101 87 3908 350 112 98 75 67
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 0 0 0 1 0 1 2 1 2 0 0 2 0 1 1 1 1 2 2 0 1 1 1
split_gain=0.0116621 0.268316 0.23546 0.122569 0.115008 0.0976866 0.0904996 0.211252 0.296192 0.0812131 0.110042 0.0599134 0.358039 0.435414 0.395578 0.321216 0.631908 0.409014 0.29241 0.258753 0.20904 0.651943 0.21585 0.978819 0.158138 0.176444 0.143786 0.212994 0.624526 0.142307
threshold=40.21994457600001 40.148327922700012 40.300545846000013 40.040404835300002 40.371455563000005 39.896141435400004 39.683197198900011 0.48458129995000004 0.52432561900000019 0.48320409570000006 0.39150025445000008 0.48119816770000007 0.3453339720000001 42.154118731400011 0.34560342505000002 42.759119507950011 0.47757552170000012 0.47774018740000007 48.109449608500007 0.48032993025000009 0.3447651268000001 0.34494476210000008 0.34527409360000011 0.34542378970000004 41.542492784600007 41.935569238650011 0.48265022005000008 0.34566330350000002 0.34575312120000007 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 -1 -8 -9 -7 -11 12 19 14 -14 16 -15 18 -17 29 -13 -22 -23 -24 -16 -26 -25 -28 -29 -6
right_child=2 -3 4 -5 11 9 7 8 -10 10 -12 20 13 15 24 17 -18 -19 -20 -21 21 22 23 26 25 -27 27 28 -30 -31
leaf_value=0.00075477771069314711 -0.031965987078218343 0.039651764205134173 0.023705023451796592 -0.026216889023440101 0.0048920056398148934 -0.0018103173408926404 -0.062941123259011425 0.040643103601255622 -0.034367074181775682 0.055137393951495209 0.010071237404976063 0.025244920046885971 0.010157355404367744 0.02783260403219975 0.0363923115194318 -0.090388678189899596 -0.11342660653325268 0.022059302296488354 0.062202553355769144 -0.044338235472739684 -0.070546127734120209 0.024339591703338149 -0.10882727401448747 -0.019277679404801764 0.043180419750901117 0.10913938497957701 0.034435404635816118 -0.086300354152671566 0.000296642324851748 -0.013599004091549655
leaf_weight=35.287092174138408 2.3370965305192035 1.7566536521585465 2.0306239922203977 1.7398444685086349 11.149176026225602 1.4905468598881264 0.75928899459540788 0.93604021077044341 1.2029478412527508 0.90938863880001042 1.3405252519523854 2.658231694600544 3.7553394681308401 0.58420988888246916 1.7543271278409522 0.60159342943313721 0.69153957796515897 3.6654571433318779 0.15871581435203552 1.5718461759388436 1.4122856967151154 3.0002568690106264 0.86357750557362933 4.1955591919868302 0.73479393558227435 0.90516353902057745 1.7337012290954579 0.84794393926858802 46.654408601628568 6.6411947400647469
leaf_count=1333 34 34 36 35 440 8 14 24 38 9 52 25 35 19 21 139 41 47 3 11 9 29 13 28 34 11 24 17 1886 184
internal_value=8.19722e-06 0.0013326 -0.000605988 -0.000208961 0.000160578 0.00087032 -0.000640424 -0.0176273 -0.00154195 0.0162931 0.0282864 -0.000350325 0.00314202 0.0160826 0.03252 -0.0045297 -0.0487391 0.00821388 -0.058535 -0.00544693 -0.00218359 -0.00342553 -0.00177106 -0.00321389 0.0572615 0.079586 -0.00150694 7.36276e-06 -0.00124916 -0.00201074
internal_weight=143.369 45.4223 97.947 43.6657 95.6099 41.9258 38.1854 2.89828 2.13899 3.74046 2.24991 93.5793 32.2134 12.8511 7.14962 5.70152 1.27575 4.42577 0.760309 19.3622 61.366 58.7077 57.2954 54.2952 3.39428 1.63996 53.4316 49.2361 47.5024 17.7904
internal_count=4633 1547 3086 1513 3052 1478 1409 76 62 69 61 3016 985 350 101 249 60 189 142 635 2031 2006 1997 1968 66 45 1955 1927 1903 624
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 0 0 2 1 1 2 2 0 0 0 1 1 2 0 2 1 0 1 2 2 2 0 1 0
split_gain=0.0130826 0.0952821 0.227785 0.222218 0.0672679 0.065997 0.261456 0.209082 0.207063 0.188003 0.446688 0.361945 0.408589 0.561369 0.293177 1.30124 0.678436 0.237718 0.310471 0.202372 0.206272 0.179691 0.15212 0.271788 0.147446 0.14224 0.159934 0.340612 0.237661 0.492426
threshold=41.243661560350013 41.11191809080001 0.48588365620000007 0.5485614203000001 41.067148236900003 0.48032993025000009 0.48077901860000011 0.48001556840000009 41.289992964000007 0.34458549145000011 0.34494476210000008 41.319407281650008 41.741384785950011 0.48271009850000007 0.48735067810000005 0.49194634890000005 0.37043801085000005 0.3459626957000001 42.283941020600004 0.54450465555000005 41.559097512700014 0.34614233110000009 0.48104847160000008 0.34524415440000006 42.783136484500005 41.873095646600007 42.686561923500008 0.47774018740000007 0.34542378970000004 0.47568935060000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 7 -7 25 -8 -10 -11 -12 13 -13 -15 -16 -17 18 -14 20 -18 -19 -20 -24 -25 -2 27 28 29 -27
right_child=5 2 3 -5 -6 6 8 -9 9 10 11 12 17 14 15 16 19 21 22 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.00045586655487470958 0.01061758143846386 -0.0056603679708942022 0.080998744723209198 0.0062371962847649846 -0.030424161628422947 -0.068108207107030236 -0.039582374522545621 0.040048805899106615 0.059327610289633827 -0.044433558404000949 0.055682287300354211 -0.084787238096546036 0.042376597329777041 0.022204238080709232 -0.21421152086265616 0.10303362189266428 0.041449309930569903 -0.05104850033981017 -0.028193801179593143 -0.090022417999151561 -0.060611454879126031 -0.00051704066940462046 -0.03689769627171717 0.045523538906084127 0.0055996972878234498 0.026960549435858329 -0.00064185596717304899 -0.10535461054297329 0.036956501847214634 -0.11142468417897711
leaf_weight=66.810388744806957 8.8235089459399223 1.9949261142448897 0.82694337703287579 0.76571992871004113 0.71295574491955349 0.6084605366922905 1.4348350691443545 1.4697768408805121 0.51058608994935539 2.3235163800418368 1.1592988074507946 1.2830648384988297 3.1087822765111905 1.7227951101958754 0.33452399820089374 0.4749876633286475 0.41964906716020756 0.72125132009387272 1.2160989493131635 0.46057384395078316 0.37496689622275881 28.958713804935726 0.92882198467850674 1.6802629362791779 2.0581604037433863 0.53335406037665156 9.6385380006141634 0.47675286856974697 0.66438822039344803 0.49650490179192275
leaf_count=1960 114 19 30 16 34 8 21 11 7 22 18 10 15 22 3 10 29 5 7 67 15 1437 15 66 33 57 476 43 27 36
internal_value=1.18781e-05 0.000973561 0.016854 0.0450549 0.000129815 -0.000939487 -0.00295855 0.0036078 -0.00215237 -0.00102731 -0.00167984 0.000532509 -0.00092911 -0.0276199 -0.00825372 -0.033668 0.00123953 0.0025705 0.0168145 -0.0372813 -0.00671158 -0.001745 0.00330743 0.0115154 0.0235438 0.00101196 -0.0061649 -0.0306854 -0.00967387 -0.0397563
internal_weight=142.993 71.1109 3.58759 1.59266 67.5233 71.8822 49.7793 22.1028 49.1709 47.7361 47.2255 44.902 43.7427 5.07056 3.7875 2.0647 1.73018 38.6721 8.99213 1.25519 0.794616 29.68 5.88334 4.66725 3.73842 20.633 11.8095 2.171 1.69425 1.02986
internal_count=4633 2059 65 46 1994 2574 1810 764 1802 1781 1774 1752 1734 156 146 124 121 1578 136 111 44 1442 121 114 99 753 639 163 120 93
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=2 0 0 2 1 0 0 1 1 0 1 2 0 0 1 1 1 2 2 1 1 1 1 1 2 1 0 2 2 1
split_gain=0.0157031 0.0921707 0.0948769 0.0786413 0.382191 0.894435 0.536131 0.214024 0.420519 0.513208 0.214996 0.148421 0.146818 0.306738 0.0606495 0.229244 0.261185 0.242397 0.170722 0.151588 0.213513 0.261063 0.48218 0.0515432 0.0829482 0.107806 0.0514749 0.0553286 0.0958126 0.0945166
threshold=43.182896969600009 0.39587138110000003 0.3733870243500001 42.783136484500005 0.34626208795000007 0.50386215985000016 0.51809826055000008 0.34542378970000004 0.34491482290000003 0.48001556840000009 0.34536391125000004 42.759119507950011 0.54284302865000023 0.55234873210000013 0.34626208795000007 0.34527409360000011 0.34524415440000006 43.895345911700005 43.276780833950006 0.34708541665000009 0.3475943834000001 0.35585760905000008 0.36042334060000009 0.35696536035000009 43.968221017800005 0.3584174126500001 0.47787491390000009 48.823707093150006 49.064150740050003 0.34491482290000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 11 7 -6 -7 8 9 -5 -10 -1 -8 -14 15 16 26 -17 -16 -20 -21 -22 23 -23 -25 -26 27 29 -29 -3
right_child=1 14 -4 4 5 6 12 -9 10 -11 -12 -13 13 -15 18 17 -18 -19 19 20 21 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00018912958792252632 0.03703719345627686 0.028542916479521244 -0.11158637230449815 -0.035546306211461418 -0.12253952327851081 0.082531205773025071 -0.11045148916226438 0.032632686809247517 -0.091395582206516016 0.12028373748461535 -0.010261507563343644 0.03859264691721679 0.10268485407671052 -0.10426564690234102 0.056688761973234872 -0.068333180305164221 0.05312588685296922 -0.0022914785917204613 0.049757927101362343 -0.057091626917787602 0.052668478394396895 -0.15685708085564043 0.0051088311664486911 -0.12535742859064883 0.101632301930147 -0.10901661536420822 -0.016068487090185903 -0.029095256370260836 0.0082338379931466976 -0.013565943006005419
leaf_weight=114.2311610828135 0.062504757457648163 1.6371965722428306 0.13730726484854472 0.43379724248323714 0.8812909962743446 0.5496989353559909 0.26592224665864705 1.7358806153042676 0.64198595665220615 0.41213572025299072 0.66483660021003743 0.99542055176215072 0.13467302545905113 0.15297095520350013 0.68537658294826442 0.96700716178020174 1.010132700204849 1.3068429097620535 0.7076579867862155 0.57845471054315467 1.040568052791057 0.1393695042352191 7.4106810201251392 0.16166406750562601 0.046456184238195419 0.050930994999362156 1.7561642270484297 1.0899330163374543 1.8626338019330433 0.79037264687940467
leaf_count=3018 14 77 60 43 28 10 19 42 31 1 11 17 2 46 18 21 5 30 10 3 13 2 964 6 1 59 19 19 32 12
internal_value=1.22201e-05 0.00250664 -0.0650943 -0.000429428 -0.0117168 -0.0474252 0.0125764 0.00650688 -0.0145597 0.0403736 -0.0501192 0.000145899 -0.0568897 -0.00737278 0.00314254 -0.00230272 0.0055335 -0.0303772 0.00838608 0.00511988 0.00176943 0.00561685 -0.000652808 -0.10782 -0.0814382 -0.00853167 -0.00120314 0.00364916 -0.00554611 0.014833
internal_weight=142.541 21.4413 0.199812 121.1 5.87319 1.98456 1.10327 3.88864 2.15276 0.845933 1.30682 115.227 0.553566 0.287644 21.2414 10.4203 8.14643 2.27385 10.8212 10.1358 9.42812 8.84967 7.8091 0.398421 0.259051 0.0973872 7.1363 5.38014 2.95257 2.42757
internal_count=4633 1365 74 3268 233 105 77 128 86 44 42 3035 67 48 1291 215 164 51 1076 1058 1048 1045 1032 68 66 60 159 140 51 89
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 1 0 1 1 2 1 0 2 0 0 0 1 0 2 1 2 1 2 0 1 2 0 2
split_gain=0.0129063 0.270259 0.150209 0.187921 0.249409 0.323845 0.104617 0.154137 0.30058 0.301118 0.0713781 0.119323 0.209014 0.306356 0.076595 0.0672112 0.511668 0.39214 0.30899 0.120805 0.51842 0.497063 1.0297 0.284221 0.235375 0.391118 0.215857 0.898522 0.378867 0.202354
threshold=42.477827694800006 42.498713093000006 42.081757894750005 42.027798546600003 41.965446242000006 41.976795488650005 0.34521421515000011 0.39500314360000005 0.49194634890000005 0.34587287805000005 0.32467590790000006 39.476991512000005 0.32012514595000008 0.41229304515000009 35.771221912400001 0.52507409960000018 0.52157121045000021 0.53146612375000013 0.40651477500000005 0.49588335680000006 42.844429421150004 0.3475943834000001 43.321682097200004 0.3584174126500001 43.321682097200004 0.50913146310000013 0.34708541665000009 42.684965421050009 0.47757552170000012 42.783136484500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 10 -6 -4 8 9 -8 11 14 13 -13 -1 16 19 18 -17 21 -21 26 -23 -22 -25 -26 27 28 -3 -29
right_child=1 15 6 -5 5 -7 7 -9 -10 -11 -12 12 -14 -15 -16 17 -18 -19 -20 20 23 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.015479622573479858 0.071896547491528739 -0.022647734943587874 0.010987643150704877 0.025445961816779841 -0.0050449563534092816 -0.11859383398653689 -0.04762392069950877 -0.00048506780822944593 -0.078819364001021353 0.021021890840585568 -1.2791815971005749e-05 0.088217536018111969 0.10165823645029835 -0.1083572120005981 -0.10445163804396336 -0.12056565172895593 0.086384764519412238 -0.00089810748416085733 0.025818370085016314 0.088192585764464759 -0.03323132333604787 -0.13617252404374999 0.010995451365010844 0.073493867310823718 0.041102206901708876 -0.109496386613486 0.035131009593686202 0.030452381710294213 -0.1477526149122815 0.00019002439511347659
leaf_weight=0.12402047998315779 0.53919127829749314 0.4274114107308965 1.3340965100366009 2.9250282818975384 0.65727744178194203 0.4065197619876102 1.3361491765244871 2.4238683101816605 1.0274514978809746 1.2247410708223467 92.921507005849719 0.15884630345314577 0.35709577798843384 0.15828047267859802 0.093323057617908489 0.50164271752510003 0.71825897818974382 8.7137595958757554 0.20236820291533775 0.81185561051461208 1.4643404692615152 0.81247461437595703 1.1460566653784097 0.65682145440359796 0.53378058530688577 0.2547569968874086 1.8623274751007546 2.5848962951736238 0.55822353786788881 15.217191221614494
leaf_count=35 17 22 48 36 40 17 37 76 37 14 2345 38 9 6 49 129 60 750 56 8 27 31 107 12 36 44 9 81 25 432
internal_value=1.04725e-05 0.00161664 -0.000554795 0.000481083 -0.000288578 -0.0484366 -0.0143455 -0.0199669 -0.0331265 -0.0147942 0.000257398 0.0284174 0.0491884 -0.00989447 -0.0360165 0.000577478 0.00311073 -0.00669818 -0.0784875 0.000839105 0.0175342 -0.00190905 -0.0500555 -0.00218065 0.0292778 -0.00755248 0.00265735 -0.00056159 -0.093502 0.00458418
internal_weight=142.154 37.0054 105.148 97.8019 94.8769 1.0638 7.34631 6.01221 3.58834 2.56089 93.8131 0.891566 0.674223 0.317127 0.217344 36.4662 27.0484 9.41777 0.704011 26.3301 3.72156 22.6086 1.95853 2.9097 1.44536 0.788538 20.65 18.7877 0.985635 17.8021
internal_count=4633 1846 2787 2575 2539 57 212 164 88 51 2482 137 53 44 84 1829 894 935 185 834 127 707 138 119 92 80 569 560 47 513
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 1 1 0 2 2 2 2 1 0 2 1 2 1 0 0 1 2 1 1 0 1 1 1 2
split_gain=0.0133177 0.0807594 0.157825 0.224056 0.0800732 0.158987 0.366901 0.310108 0.144177 0.113754 0.207613 0.115665 0.0643578 0.21657 0.221949 0.135013 0.208351 0.0843234 0.203422 0.0668687 0.071726 0.44512 0.24053 0.143802 0.253297 0.0778335 0.424251 0.145426 0.0839313 0.0833553
threshold=43.182896969600009 43.084051236300006 0.5132031975000001 43.157831852650006 43.022303514600004 42.91168285345001 0.34542378970000004 0.34566330350000002 0.50101793360000013 42.876019054300009 42.783136484500005 42.759119507950011 43.521589032450009 0.34575312120000007 0.51809826055000008 43.735142172100005 0.3475943834000001 43.930205408700004 0.39591628995000006 0.39587138110000003 0.47976108500000009 0.34524415440000006 44.131787411600008 0.34566330350000002 0.3465914194000001 0.50947576420000018 0.39150025445000008 0.39170982905000007 0.39670967935000007 44.202975721700007
decision_type=2 2 2 2 2 2 2 2 2 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 9 -7 -8 -9 10 11 -1 13 -2 -15 16 -14 18 -17 -19 22 -22 -21 -23 -25 -26 -27 -28 -29 -30
right_child=12 2 -4 -5 -6 6 7 8 -10 -11 -12 -13 15 14 -16 17 -18 19 -20 20 21 23 -24 24 25 26 27 28 29 -31
leaf_value=-0.00016437506837832326 -0.013230238971048214 -0.09725682553345745 0.03202782397182246 -0.0054117312906259646 0.029705178124620302 -0.13937956116437078 0.10070705268627167 -0.11018766093578698 0.0071703558149305282 0.03211254827789746 -0.040654905094504638 0.034800693862795801 -0.083889732853197868 0.047281466429234059 -0.0066768104187905804 0.040320171425586887 -0.0045569385596642862 -0.061865089716266003 -0.012446524306139446 0.06333031741958145 -0.11877252372531924 0.10462308222683941 -0.00048469572065889795 -0.1225440115267023 0.031560421764537348 -0.090238835062235678 0.10284660821719326 -0.10104015971178704 0.049313977791684491 -0.00062539349878476915
leaf_weight=113.90685652389961 2.1184560637587984 0.44784430581614632 0.37911898884522077 0.65274168204591376 0.8939914598586246 0.27138805070629146 0.20494682714343071 0.20204879519428687 0.217227100577702 1.0918017761241561 1.2620799107218221 0.95401374636247638 0.477213693669852 2.1049293795113049 1.195157908027795 1.6639086516582886 1.0808264392035196 0.18234518329242533 1.3025132500988545 0.66027250312617791 0.34888240250438673 0.12416027486324299 5.6005654553791828 0.1745421215891837 0.67296989956616915 0.50617103235890715 0.15573149919509921 0.074645726035669546 0.38915786150937526 2.3680511824302535
leaf_count=3018 37 44 24 14 35 12 10 21 22 17 34 17 22 34 42 37 42 41 39 14 9 1 207 2 57 63 2 99 136 481
internal_value=7.84471e-06 -0.000398843 -0.0236169 -0.0427848 -0.000110149 -0.000335825 -0.0423086 -0.000105888 -0.0493844 -1.51202e-05 -0.000317188 0.000126039 0.00231908 0.0117221 0.02774 -0.000909326 -0.0288559 0.00215184 0.0171511 -0.00180055 -0.000811626 -0.00998888 0.00624528 -0.00148965 -0.00452447 0.000419305 -0.00557912 0.00876433 0.00359049 0.00642315
internal_weight=141.685 120.484 1.4797 1.10059 119.004 118.11 0.895611 0.624223 0.419276 117.215 116.123 114.861 21.2005 5.41854 3.30009 15.782 1.55804 14.2239 2.96642 11.2575 11.0751 4.81431 6.26084 4.46543 4.34127 4.16673 3.49376 2.98759 2.83185 2.75721
internal_count=4633 3268 82 58 3186 3151 65 53 43 3086 3069 3035 1365 113 76 1252 64 1188 76 1112 1071 850 221 841 840 838 781 718 716 617
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 0 0 2 2 0 2 0 1 2 2 2 1 0 2 0 1 2 2 1 1 0 1 2 2
split_gain=0.0130666 0.0230766 0.0359826 0.0469159 0.0448367 0.0453982 0.0119395 0.0668828 0.189778 0.164231 0.0679076 0.149807 0.0579134 0.139827 0.330447 0.21883 0.128681 0.0916548 0.0864606 0.0802273 0.11785 0.0659774 0.430053 0.557561 0.143053 0.349875 0.142431 0.136905 0.077419 0.459067
threshold=34.823977857500005 34.214889417600013 0.43121463430000007 0.52401125715000008 0.38045268105000002 0.31100865245000009 0.53998383280000006 0.54353163080000011 38.396531328800009 41.972095654800007 0.54504356155000011 40.00488309970001 0.53634621715000008 0.39563186730000005 43.61821939175001 40.371455563000005 44.202975721700007 0.39394030120000006 0.5132031975000001 45.321989007550009 0.53146612375000013 0.39078171310000004 42.546237522150008 38.324118171300007 0.39019789825000006 0.38976377950000002 0.5218855723000001 0.38334181610000007 38.621016321050007 38.804629908750009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 12 8 -8 -10 11 -9 13 17 15 18 -16 21 -15 -18 -21 24 23 -23 25 26 27 28 -2 -30
right_child=6 -3 -4 -5 -6 -7 7 10 9 -11 -12 -13 -14 14 16 -17 19 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.10046744786126185 0.0084174054022099938 0.047920589263020175 0.078843082646664203 -0.10203057273791359 0.056735924991631603 -0.062861676725675095 0.014912336545971497 0.039049402590682458 -0.053633276355511399 -0.0048212525542178399 -0.0019269988976477579 -0.0058546711441635748 0.0081553046140467253 0.021168966415187077 0.065271418013088958 -0.10335246020732328 -0.10305747188954884 0.023996158826002676 -0.036267559915052948 -0.10096942992211927 0.048289571702085685 0.013195135786853194 0.077054933406600107 -0.12249547327151054 0.020083002431176968 -0.059157789635530734 0.02636514288841221 -0.027361068567262305 -0.074523036097436934 -8.338080431664259e-05
leaf_weight=0.020559819415178704 10.131906103199979 0.15709722936526305 0.049994554018134352 0.048971274329687731 0.097289654921041802 0.098791192793353133 1.5240335240087031 1.3436931369942642 1.3691622415790337 1.3881227362653588 19.504945777208718 1.6617820623141595 8.8708199309694447 0.32153283810021793 0.4859745692792784 0.45783965926466397 0.07835451067194299 1.6161450904892252 1.417527069479547 0.070353705463951144 0.2132184102665633 0.66727389065999776 0.35206872190883576 0.55444798007374629 3.5299455944041247 1.0033253701403726 2.0367019974055429 1.8416814393131051 0.8371651932829981 79.593262048458513
leaf_count=2 222 54 183 24 14 109 12 15 21 29 1504 39 73 10 46 71 86 29 94 92 12 18 23 68 38 14 47 40 12 1632
internal_value=5.42703e-06 0.0166036 0.00101515 -0.0136339 0.00634798 -0.034726 -5.02693e-05 -0.00194997 -0.0134067 -0.0290594 0.000229015 0.0142211 0.000395878 -0.000258369 -0.0213757 -0.041842 0.0316521 0.000370992 -0.0256482 -0.0134899 0.0112587 -8.74495e-06 -0.0203229 -0.0483847 0.000314271 -0.000416864 0.000207191 -0.000369363 0.000179542 -0.000858191
internal_weight=141.344 0.472704 0.315606 0.265612 0.216641 0.119351 140.871 26.7917 4.28132 2.75728 22.5104 3.00548 114.08 105.209 3.0448 2.1969 0.847901 102.164 1.73906 0.361927 0.283572 100.548 1.57379 1.22172 98.974 95.444 94.4407 92.404 90.5623 80.4304
internal_count=4633 386 332 149 125 111 4247 1620 62 50 1558 54 2627 2554 411 175 236 2143 104 190 104 2114 109 86 2005 1967 1953 1906 1866 1644
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 0 2 1 1 1 0 2 0 0 2 1 2 2 1 0 1 1 1 2 0 2 0 1 2
split_gain=0.0144667 0.260369 0.505268 0.165072 0.116528 0.207408 0.422582 0.11048 0.071437 0.576714 0.499664 0.275482 0.383054 0.3212 0.490172 0.240375 0.722983 0.456667 0.312911 0.308788 0.29072 0.0917408 0.191907 0.186426 0.100624 0.188179 0.146814 0.146992 0.301669 0.108241
threshold=41.444941515100005 41.542492784600007 0.34521421515000011 41.600558339100012 41.741384785950011 0.47820424540000012 0.48119816770000007 41.641174900500005 0.3459626957000001 0.34614233110000009 0.34569324270000007 0.48271009850000007 42.206017975500011 0.48077901860000011 0.48265022005000008 42.431220712750012 0.34536391125000004 41.873095646600007 42.498713093000006 0.34494476210000008 0.47757552170000012 0.34527409360000011 0.34548366815000003 0.34524415440000006 43.61821939175001 0.47721625100000004 42.844429421150004 0.48001556840000009 0.34458549145000011 43.067541470150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 -5 -7 -8 10 -10 15 12 -12 -14 -15 16 17 -6 -17 20 -19 23 -23 24 26 -26 -20 28 29 -28
right_child=1 3 -4 4 8 6 7 -9 9 -11 11 -13 13 14 -16 18 -18 19 21 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00087656250592272732 -0.091082615769060571 0.033213231593332081 0.0013329224217973044 -0.093497411683573506 0.03993335343743297 0.040491624965254519 -0.020841467399840392 -0.11465912293745389 -0.074694159670132113 -0.00044049421303951381 0.1084345595258721 0.0085653649488564576 0.055651707329389538 -0.1522901889136459 0.10007368359071196 0.068212658471832666 -0.10056731630568123 -0.011074167049522608 -0.016456369078994039 -0.0022575012221984262 -0.13291080672950498 -0.030990886011265695 0.010509752303950459 0.047870205556522286 0.0022854469811997894 -0.04305018120747417 0.10090529957452343 0.041348910661239933 -0.10603612545203663 -0.0086738219769873885
leaf_weight=80.801151437197291 0.93218877463368643 1.4768894244180035 1.6192407610220696 0.36424193250513681 1.5065093880182368 0.74452586844563462 0.21017157544702059 0.3116407811148747 1.0845236796012638 29.433596030367635 0.94713140279054586 1.8864405527710912 0.8512523862373198 0.2111086742952466 0.12112417630851269 0.7170310597880406 0.93995382689172391 0.34101302414593737 1.0648540550686543 1.3122658137508549 0.46007487503811717 2.3594266659119958 2.1113355828365457 0.95409526205548978 4.6014562301659652 1.1429973670419711 0.16422583341361052 1.9122719243168829 0.22746963306417456 0.19983380200242706
leaf_count=2184 21 34 30 20 18 22 22 28 17 1573 5 11 33 3 56 19 22 46 37 31 7 66 38 7 179 18 13 9 26 38
internal_value=2.21966e-06 -0.00117116 -0.032432 0.000212177 -0.000655363 -0.0269974 -0.00786968 -0.076872 0.000132038 -0.00307925 0.00421006 0.0363961 0.0610373 0.0231057 -0.0602843 -0.00224981 -0.0224256 -0.00213484 0.00370282 -0.0321233 -0.0810465 0.000564286 -0.011392 0.00577056 0.0014576 -0.00673517 0.0146455 0.0278729 -0.0156916 0.0407569
internal_weight=141.01 60.2089 2.55143 57.6575 56.1806 1.63058 1.26634 0.521812 54.55 30.5181 24.0319 4.01706 2.13062 1.18349 0.332233 20.0148 4.55982 3.61986 15.455 2.11335 0.801088 14.738 4.47076 10.2672 9.31311 5.74445 3.56866 2.5038 0.591529 0.36406
internal_count=4633 2449 51 2398 2364 92 72 50 2272 1590 682 108 97 92 59 574 124 102 450 84 53 431 104 327 320 197 123 86 77 51
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 1 1 1 0 2 2 1 1 2 0 1 1 1 0 2 2 0 1 1 1 0 1 1 1
split_gain=0.011859 0.149245 0.222571 0.100901 0.0936059 0.0826644 0.0646125 0.187225 0.104751 0.0665361 0.192242 0.290481 0.483304 0.286681 0.191805 0.170216 0.217045 0.407025 0.189672 0.246214 0.549357 0.17966 0.11556 0.0826032 0.114627 0.238082 0.0579441 0.136415 0.104339 0.155038
threshold=0.47787491390000009 0.47811442770000007 0.34446573455000007 0.3447052483500001 0.47721625100000004 0.34530403280000005 0.34482500525000009 0.34491482290000003 0.34506451900000007 0.48119816770000007 42.154118731400011 40.986363433950011 0.34560342505000002 0.34554354660000003 42.982930821650008 0.48185683060000012 0.3453339720000001 0.34545372890000009 0.34575312120000007 0.48271009850000007 41.559097512700014 41.184662530950007 0.47961138885000004 0.34614233110000009 0.3459626957000001 0.34587287805000005 0.47568935060000012 0.34479506600000004 0.34521421515000011 0.3447052483500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 26 -6 -5 -8 -9 10 11 13 -13 -10 22 -11 -17 -18 21 20 -20 -19 -12 24 25 -22 28 -28 29 -1
right_child=1 2 3 6 5 -7 7 8 9 15 14 12 -14 -15 -16 16 17 18 19 -21 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00042741959324496363 -0.040959353381903804 -0.04854467804394514 0.017000609463654625 -0.016277664229853019 0.0040733427165289531 0.027606703992530082 0.034997856593655612 -0.0194064827198266 0.016036432116748309 -0.021433964441900946 -0.0073854549810856976 0.0016145943533356498 0.059042344561920028 -0.030915045863551007 0.0075809366641709508 0.030538161336312791 -0.086067746216323682 -0.0012015239676523408 0.11524715260242797 3.5710866576615142e-05 0.10006666470780508 -0.04563431933606682 -0.054899490894431358 0.015188483577270307 -0.11585373629476547 -0.12131317262951197 -0.04928317874014479 -0.0033227254746764929 -0.043248844125461518 0.050185952873909326
leaf_weight=8.8437651515515032 0.8995176088064899 0.93980615583131921 3.5156165801454327 2.4458750789053729 4.4785305716795838 2.2387738237157464 1.520992038771509 2.8046863799027042 3.0948445684043673 3.8529571165090593 0.92642341193277333 3.1277532724197954 2.7574275713413954 2.2429846983868629 2.4826403874903917 2.2731668278574935 0.55578832142054935 1.8959978967905038 0.59776916173723182 80.041112072521756 0.10960498638451099 1.7498787958174942 1.1439264920772982 0.55347319692373276 0.14232377707958221 0.087250545620918274 0.80912420478125469 3.1992187559790182 0.4925919776865485 0.67389943086770721
leaf_count=538 20 17 32 21 37 37 10 36 27 28 25 22 32 29 39 28 14 11 3 3066 56 32 26 2 2 1 17 116 201 108
internal_value=2.60364e-06 -0.000379686 -7.25899e-05 0.000313718 0.00221055 0.0119166 -0.000199055 0.000152195 -0.000327703 0.000169438 0.00616893 0.0132 0.0285216 -0.00369283 -0.0111624 -0.00086092 3.97772e-05 -0.00076887 -0.000212289 0.00078559 0.0410569 -0.0225275 -0.0336383 -0.00862503 -0.047484 0.00194643 -0.00244034 -0.0126003 0.00162796 0.00395058
internal_weight=140.498 119.762 118.862 117.922 20.7359 6.7173 114.407 111.961 110.44 107.635 15.776 11.223 5.88518 5.33783 4.55299 91.8593 88.0064 85.7332 85.1774 81.5315 1.49042 3.64588 2.07035 0.892653 0.339179 0.196856 14.0186 4.00834 10.0103 9.51766
internal_count=4633 3579 3559 3542 1054 74 3510 3489 3479 3443 200 110 54 56 90 3243 3215 3187 3173 3130 64 43 51 61 59 57 980 133 847 646
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 2 2 2 2 2 0 1 1 1 1 0 2 2 0 0 1 1 0 2 2 1 1 0
split_gain=0.0149691 0.0888735 0.0739422 0.057915 0.376807 0.221385 0.11644 0.151823 0.342197 0.121856 0.501691 0.166166 0.17623 0.10746 0.187642 0.0659562 0.561522 0.543569 0.45297 0.423483 0.253297 0.213081 0.200374 0.260229 0.136774 0.0965908 0.190019 0.0930063 0.132455 0.296534
threshold=41.243661560350013 41.16018805045001 41.184662530950007 0.47736594710000008 0.47697673720000006 0.34422622080000004 39.955516828000007 38.983591653800012 38.238138001450004 38.060777288450005 37.995872310650007 37.892416320650007 0.47568935060000012 0.3447651268000001 0.34491482290000003 0.35585760905000008 0.34626208795000007 0.48735067810000005 39.571921479100006 40.165165956550005 0.49820364660000011 0.49877249185000011 0.34569324270000007 0.34527409360000011 0.48032993025000009 41.087689990200012 40.94178426300001 0.36510882910000009 0.36618664115000005 0.50386215985000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 7 8 9 10 11 12 -1 -7 -15 16 18 -17 -16 -18 -19 -22 23 -20 -25 26 27 -23 -29 -30
right_child=-2 2 -4 5 -6 13 -8 -9 -10 -11 -12 -13 -14 14 15 17 19 20 22 -21 21 25 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.022427109364391649 -0.0010341896474427128 0.041121516750919733 0.0038548603897580582 0.063215109040786852 -0.090472952001479603 -0.016805337902199981 -0.058388320372753426 0.041060050848158558 -0.11479846643019793 0.027519749056496751 -0.18809824317266244 0.10552031845788941 0.10457965367456966 0.037717156306782185 0.04135134110475959 -0.087453487751824474 0.0085502292444800555 0.041165457965386371 -0.0265620808375234 0.10286403409128381 -0.057641021020358146 -0.024628287335119431 -0.033621815511875125 -0.0043978209436887853 0.025912928859534959 0.026359764018175358 -0.044033426659064658 0.024593936729011751 -0.05259142878274059 0.0010264747286310757
leaf_weight=0.97136920666873316 69.449993156631166 0.99063796936638859 1.1510413058349513 0.57024461636319657 0.52147542126476754 3.3492454318329683 0.31715801739439786 0.88005684024255959 0.26447409356183005 1.2275291185069361 0.15054590541694768 0.14574654400348652 0.12309615314006805 1.4047983484342683 2.1416121320798984 0.7195502279455458 0.92369040651828871 1.4572260871391325 2.8445044670952466 0.98246381100034341 0.6595320925116529 1.4856618823832821 2.5264120735228053 3.0917041841894388 2.8712762463837862 1.3110748632986986 1.0105536985643073 2.2156659172615027 1.0643537823343638 33.380819371189972
leaf_count=210 2574 22 26 8 11 22 124 22 15 14 4 1 1 16 19 17 19 43 34 26 9 18 18 24 18 18 30 22 17 1231
internal_value=8.7444e-06 0.00103246 0.0210926 0.000406298 -0.0104298 0.00118526 -0.000199247 0.00470536 -0.0063931 0.00455697 -0.0157108 0.00521489 -0.00814247 0.000627695 0.00159935 0.000734779 0.00635981 -0.00126322 -0.000826208 0.0571611 0.000193122 -0.0012586 -0.00879592 -0.00167466 0.0101973 -0.000339704 -0.00123367 -9.98435e-05 0.000894159 -0.000630315
internal_weight=140.204 70.7535 2.14168 68.6118 4.60145 64.0104 4.07998 3.76282 2.88276 2.61829 1.39076 1.24021 1.09447 63.4401 60.0909 58.6861 15.3817 43.3044 13.4755 1.90615 42.5849 41.1277 11.3339 8.80748 5.96298 40.4681 39.1571 38.1465 36.6608 34.4452
internal_count=4633 2059 48 2011 402 1609 391 267 245 230 216 212 211 1601 1579 1563 158 1405 113 45 1388 1345 94 76 42 1336 1318 1288 1270 1248
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 0 1 1 1 0 2 2 1 1 2 0 1 1 0 1 1 0 2 2 1 0 0 2 0
split_gain=0.0135965 0.132978 0.187133 0.0881142 0.0810567 0.0922919 0.0593655 0.0558094 0.146981 0.0916845 0.0572035 0.158178 0.240424 0.413543 0.220635 0.155732 0.154905 0.341102 0.345657 0.0945867 0.0756094 0.52292 0.0470749 0.0394973 0.280152 0.656735 0.578331 0.653388 0.137019 0.129016
threshold=0.47787491390000009 0.47811442770000007 0.34446573455000007 0.3447052483500001 0.47721625100000004 42.081757894750005 0.47709649410000005 0.34482500525000009 0.34491482290000003 0.34506451900000007 0.48119816770000007 42.154118731400011 40.986363433950011 0.34560342505000002 0.34554354660000003 42.982930821650008 0.48233585820000008 0.3453339720000001 0.34545372890000009 0.47961138885000004 0.34566330350000002 0.34575312120000007 0.48271009850000007 43.157831852650006 42.686561923500008 0.34614233110000009 0.50386215985000016 0.51809826055000008 43.276780833950006 0.54284302865000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 -1 -5 -9 -10 11 12 14 -14 -11 19 -12 -18 -19 -13 -20 -22 -23 24 -24 -26 -27 -28 -25 -29
right_child=1 2 3 7 5 -7 -8 8 9 10 16 15 13 -15 -16 -17 17 18 20 -21 21 22 23 28 25 26 27 29 -30 -31
leaf_value=-3.8587176236815833e-05 -0.038963445072381343 -0.044342355941283412 0.015882715516386529 -0.015184183775249558 0.019293282016128507 -0.0061248923160982039 -0.024140587669037743 0.031454376304755859 -0.018184607659017245 0.014263329925885117 -0.016806373693388745 -0.0065343426829918439 0.0016945338580076784 0.055402785709649606 -0.027107671974444761 0.0069443079772643261 0.047130989940567511 -0.078756122742832516 0.017381865950888087 -0.049550354023946475 -0.076369178525233089 0.027101442528758731 0.00042326555049687062 0.049788263216629658 0.080862435371281169 -0.12008095220944622 0.076675760752491204 -0.10828619348293217 0.0027928384898867581 -0.023599368000262334
leaf_weight=12.798285414641015 0.88732744171284039 0.9486502765903414 3.4985976081807157 2.441843745764344 4.6198448464274398 2.0678835804574192 1.1106293450575329 1.4751624348573376 2.8003102356524314 3.0502517988206801 5.6775424554216434 0.92764184909174163 3.1294481588993222 2.6456293668597937 2.2326418113079853 2.4764797384850681 1.5243614688515652 0.56208088807761569 2.409973068162798 1.1385964514920486 0.90056795626878638 0.64796265587210555 67.684104180955529 0.66594777173395314 0.41670630499720518 0.85019175778143141 0.49030987237347268 0.42359747474438336 9.0700745092209143 0.31267914596185165
leaf_count=963 20 17 32 21 33 41 17 10 36 27 40 25 22 32 29 39 25 14 22 26 18 58 1963 23 4 17 10 30 965 54
internal_value=1.42328e-05 -0.00039543 -0.000106393 0.000250896 0.00238686 0.0114338 -0.00196314 -0.00022903 9.84514e-05 -0.000321908 0.000144547 0.00574214 0.012196 0.0262989 -0.00322077 -0.00996803 -0.00080842 0.000248241 -0.000598173 -0.0302382 -7.43865e-05 -0.000590812 0.000256287 3.86183e-05 -0.000789447 -0.0337078 -0.0566963 -0.0127622 0.00600734 -0.0723217
internal_weight=139.885 119.289 118.401 117.453 20.5966 6.68773 13.9089 113.954 111.512 110.037 107.237 15.6007 11.058 5.77508 5.28289 4.54272 91.6361 85.9586 84.4342 2.06624 83.8721 81.4621 80.5616 79.9136 70.1776 2.49348 2.07678 1.22659 9.73602 0.736277
internal_count=4633 3579 3559 3542 1054 74 980 3510 3489 3479 3443 200 110 54 56 90 3243 3203 3178 51 3164 3142 3124 3066 2078 115 111 94 988 84
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 0 0 0 2 2 1 2 2 2 1 0 2 0 0 2 2 1 1 2 0 1 2 2 0 2
split_gain=0.0147826 0.0761014 0.0656367 0.0571383 0.595989 0.313237 0.338484 0.301721 0.16173 0.0908415 0.255421 0.0991945 0.32141 0.273886 0.15195 0.0990148 0.0980579 0.0598156 0.491979 0.0563174 0.207619 0.39369 0.188082 0.183984 0.350557 0.22928 0.1349 0.0961206 0.145548 0.101561
threshold=41.243661560350013 41.16018805045001 41.184662530950007 0.43837010870000009 40.890797847750008 0.55688452445000014 0.56065686655000013 0.5619592227500001 41.087689990200012 40.722669576350008 0.45107930900000009 39.476991512000005 40.574766824850009 39.427119987250002 0.45218706025000005 0.56915960600000015 37.345948426100009 0.55688452445000014 0.56685428580000019 41.542492784600007 41.444941515100005 0.34521421515000011 0.34512439750000007 41.319407281650008 0.48271009850000007 0.34584293880000011 41.600558339100012 41.741384785950011 0.48119816770000007 41.641174900500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 -5 -7 -8 17 10 -9 13 -13 14 -12 -16 -17 -1 -19 20 22 -22 -2 24 -24 -25 -21 28 -28 -30
right_child=19 2 -4 4 -6 6 7 9 -10 -11 11 12 -14 -15 15 16 -18 18 -20 26 21 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=0.00090977737274005547 0.023114512469915117 0.03877465625697972 0.0034587526892831729 -0.089047812446691049 -0.13015823303395055 0.092054290886394191 -0.081829298129089123 -0.11225908974018982 0.032607745167230522 0.03486515706637159 -0.11130826824907232 -0.12884262094666976 0.0098002752783315772 0.10282224157099631 0.017860634246231414 0.046033679701675746 -0.10348152384414416 -0.1130698512801899 0.034276139233588368 0.030817653529564337 -0.085152854819256454 -0.0026496092232265313 0.035981997817719193 -0.058159453174476475 -0.025653553901733891 -0.0059526815562831459 -0.0042946741282475125 0.00022899286685590305 -0.018749133430412537 -0.11160144484384858
leaf_weight=59.812752550791174 2.4927512467211255 0.97432346639607126 1.1443977353010268 0.3734232456981762 0.37958148688380777 0.41804404708818754 0.42862210924067756 0.1952851712160214 1.6119741923393451 0.87719473022934824 0.1100077713235813 0.21591874522692922 0.74123356358722958 0.31891696213278908 1.6351058075406397 0.064146341575074817 0.13873121343641515 0.37673706495934212 0.56863613196128426 1.4131088596004691 0.91413672361522857 1.5746952066918991 1.9665875833597968 1.3058540029451253 1.738550572490112 2.3642953750540983 1.0414082040368828 53.811171719811043 0.20964913966599841 0.26888035855699854
leaf_count=1247 22 22 26 11 35 9 8 68 25 19 4 81 21 6 32 257 106 41 41 34 21 30 11 21 35 36 42 2272 22 28
internal_value=1.44762e-05 0.00103451 0.0196993 0.000455224 -0.00895418 -0.000614521 0.00580619 -0.00182434 0.00134475 0.00615694 -0.00120783 0.00551867 -0.0214754 0.0169163 0.00285218 0.00968496 -0.0562074 0.000515311 -0.0244421 -0.00102451 -0.00714217 -0.0329527 -0.000632463 -0.00865863 0.00706094 -0.0245281 0.000307703 -0.000471494 -0.0252712 -0.0709218
internal_weight=139.486 70.385 2.11872 68.2663 5.89621 5.51663 5.14321 4.72516 62.3701 4.29654 3.41935 3.22406 0.957152 2.26691 1.94799 1.83798 0.202878 60.7581 0.945373 69.1011 12.3569 2.48883 9.86804 7.37529 3.70514 3.67015 56.7442 55.3311 1.51994 0.478529
internal_count=4633 2059 48 2011 657 622 611 602 1354 594 575 507 102 405 399 395 363 1329 82 2574 176 51 125 103 46 57 2398 2364 92 50
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 1 0 1 0 1 2 1 0 1 0 1 0 0 1 1 0 0 1 2 2 2 2 0 0
split_gain=0.0138245 0.251269 0.175997 0.46901 0.205442 0.13179 0.321065 0.285414 0.141033 0.111696 0.181638 0.155381 0.10105 0.670719 0.114446 0.238501 0.143871 0.139018 0.255866 0.0935829 0.0967471 0.418134 0.110177 0.354787 0.197729 0.304396 0.14863 0.212806 0.0966136 0.119838
threshold=0.48458129995000004 0.48389269780000005 0.34587287805000005 41.489621506400006 0.34614233110000009 0.34708541665000009 0.35585760905000008 0.47976108500000009 0.34626208795000007 0.48847339900000003 0.34708541665000009 40.806664626150003 0.34900152690000003 0.49194634890000005 0.35331277505000008 0.49688632075000011 0.35585760905000008 0.49820364660000011 0.49877249185000011 0.36510882910000009 0.36618664115000005 0.50101793360000013 0.50730517050000012 0.37407562650000009 39.571921479100006 39.852039223600009 41.257948413050009 42.409092016550012 0.5132031975000001 0.51657136015000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 8 -7 -8 -1 11 -11 -6 -12 -14 -15 -16 -17 -18 -19 -20 -21 -22 26 24 -24 -26 -23 -28 -25 -30
right_child=2 -3 4 -5 9 6 7 -9 -10 10 12 -13 13 14 15 16 17 18 19 20 21 22 23 28 25 -27 27 -29 29 -31
leaf_value=-0.00036288493283803978 0.056692413409331732 -0.048776079697853525 -0.052967838427530778 -0.00909652702554045 0.046875624681238542 0.091717629942363196 0.024098633733143918 -0.11272845763890234 -0.040081765007511046 -0.029676559761309829 0.015650554643805735 -0.00073726149242800832 -0.11433303106406567 0.026566058244674891 -0.059376635904070801 0.055429080560685087 0.048691432368445142 -0.058200014802621686 -0.01932844617774257 0.021451955858926591 -0.11188695638011736 0.038346641732675629 -0.13159987398143796 -0.033867596611883453 0.088956456903806158 -0.10661340881703679 -0.050662820008447164 0.036702556799861195 0.027255878713361201 0.00028902305248671638
leaf_weight=56.378031969328902 1.9618344968184818 1.0870843175798643 0.73236912116408248 2.4206745319534093 1.208829036234419 0.5263944060136232 0.6609339177236091 0.19815841369199916 0.908384038368239 2.0732613671571007 4.0692667141556731 1.5829218994058463 0.51435933567699876 1.6188590538804479 0.67744698743944454 0.46946546994150296 0.57760032624081858 0.7615862749516954 2.3759282028768274 2.2077027690756941 0.33138203859834092 1.7259671292267733 0.31066562607885018 0.79864316151905868 0.14310471341013908 0.17930266897201363 0.57737994380295254 0.53915794485601509 1.7043777466678864 49.743854616177003
leaf_count=1300 27 24 4 33 10 29 149 14 21 17 27 37 17 32 34 16 14 13 34 24 18 23 9 52 2 46 11 29 29 2538
internal_value=1.03095e-05 -0.00113829 0.000875806 0.020354 -0.000263533 -0.000255646 0.0302198 -0.00746193 -0.000992703 0.000256732 -0.000510514 0.0198791 0.000361724 -0.000591653 0.000311988 -0.00036132 0.000278908 -0.000138848 -0.00059821 0.000125249 0.000918579 0.000109863 0.00077591 -0.000255035 -0.0746668 -0.0198072 0.0199549 -0.0084755 0.000646609 0.00118238
internal_weight=139.065 59.759 79.3059 4.38251 74.9234 58.6719 1.38549 0.859092 57.2864 74.1911 71.3993 2.79175 69.3261 65.2568 64.7424 63.1236 62.4461 61.9767 61.3991 60.6375 58.2615 56.0538 55.7225 52.8799 0.633073 0.322407 2.84251 1.11654 52.2469 51.4482
internal_count=4633 1537 3096 60 3036 1513 192 163 1321 3032 2985 47 2968 2941 2924 2892 2858 2842 2828 2815 2781 2757 2739 2676 57 48 63 40 2619 2567
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 1 1 2 0 1 1 0 2 0 2 1 0 2 1 1 1 2 1 0 2 1 2 0 2
split_gain=0.0130039 0.225291 0.118028 0.157288 0.208627 0.432113 0.0965082 0.144663 0.139237 0.309673 0.471041 0.0690157 0.103062 0.188446 0.148385 0.102256 0.192873 0.269533 0.0675183 0.0620881 0.42457 0.264425 0.373677 0.10325 0.161148 0.689547 0.427868 0.84206 0.161736 0.344633
threshold=42.477827694800006 42.498713093000006 42.081757894750005 42.027798546600003 41.965446242000006 0.36698003050000011 0.34521421515000011 0.34569324270000007 42.409092016550012 0.49194634890000005 0.39500314360000005 0.32467590790000006 0.46735127690000006 37.345948426100009 0.4560492201000001 39.476991512000005 0.32012514595000008 0.41229304515000009 35.771221912400001 0.39170982905000007 0.39670967935000007 0.37977904855000005 43.521589032450009 0.37227927305000003 0.49588335680000006 42.686561923500008 0.3475943834000001 43.321682097200004 0.4995209724000001 43.426369480700011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 11 -6 -4 -8 9 -9 -11 15 13 14 -13 18 17 -17 -1 21 -21 23 -23 24 26 -26 -3 -28 -27 -30
right_child=1 19 6 -5 5 -7 7 8 -10 10 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 25 28 27 -29 29 -31
leaf_value=0.014430287644649121 0.06761932025985265 0.0028562842511762609 0.011454845345178582 0.023532301281145886 -0.089902495705799834 0.046159450075733112 -0.055536733184354869 0.036279011865606337 -0.04519194399230033 -0.085419340862910614 0.0049559456697885395 -0.082020779002152933 0.00013930528887765714 -0.10892294859017265 0.099355205642837063 0.085587958621781521 0.10160911570846975 -0.1076340790208678 -0.10352309667036348 -0.12399195386383591 -0.002478174451218926 0.089450313642259568 -0.0070402236078637871 -0.038786072667338495 0.11468908154876603 -0.036514196377711791 -0.1330690899963109 0.0097589028174341012 0.079103318869476982 -0.030503498015232406
leaf_weight=0.12158833602908359 0.51037224030198913 19.939576919671289 1.3318371264138011 2.8451942576593856 0.70151928746051229 0.34979925462539541 0.88853421679232258 1.3180441270815206 0.99854217856773164 0.83259060398268081 1.8765366534451002 0.076034486802597168 90.626403264480331 0.2353121796729738 0.11088604772891131 0.14535582793900659 0.32898291386663914 0.1434318425017409 0.080763832522734447 0.29787822033722378 8.2851081736661651 0.82332959165796527 0.78309218056529062 0.64969064441538549 0.64654627069830839 0.86941070854663882 0.70453870953002595 0.9967669887773809 0.53756296448409535 0.61512841391322581
leaf_count=35 17 569 48 36 24 33 27 16 29 30 62 102 2113 116 14 38 9 6 49 119 873 11 40 35 3 11 28 88 16 36
internal_value=1.07112e-05 0.00165661 -0.000559043 0.000372061 -0.000337101 -0.0446314 -0.0128647 -0.0183412 -0.0117651 -0.00347688 -0.0228189 0.00016979 -9.03414e-05 -0.0493808 0.0255761 0.0290491 0.0492581 -0.0103794 -0.0326479 0.000698806 -0.00669539 0.00308777 0.0424135 0.000556692 0.00160816 0.0247936 -0.00125096 -0.0493885 -0.00394955 0.0206121
internal_weight=138.67 35.659 103.011 95.7653 92.9201 1.05132 7.24608 5.91425 5.02571 4.02717 2.70913 91.8688 91.0486 0.422233 0.186921 0.820123 0.617771 0.288788 0.202352 35.1486 8.58299 26.5656 1.60642 24.9592 24.3095 2.66865 21.6409 1.70131 2.0221 1.15269
internal_count=4633 1846 2787 2575 2539 57 212 164 137 108 92 2482 2345 232 116 137 53 44 84 1829 992 837 51 786 751 66 685 116 63 52
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 2 2 1 1 1 0 2 0 2 0 1 0 0 1 2 2 2 2 2 0 0 1 0 0 1
split_gain=0.0119633 0.0898856 0.0312206 0.0274835 0.0455579 0.0980683 0.0556701 0.0360299 0.152115 0.0729027 0.0518138 0.0494747 0.0704848 0.0513561 0.0392204 0.106769 0.022589 0.0737742 0.0704669 0.0584332 0.0165879 0.0152607 0.127926 0.208021 0.0650935 0.288412 0.24426 0.210137 0.115467 0.116352
threshold=0.48616807880000007 0.61400856260000014 0.58454836680000011 0.45736654595000009 0.4529056016000001 37.817254840650008 43.321682097200004 0.46097422230000007 0.46280051495000007 0.46551001470000003 0.58634472020000017 47.74983977685001 0.56685428580000019 38.983591653800012 0.60710757165000018 0.47447681205000009 0.63013083440000017 0.64803449000000013 0.50634711535000021 45.921757303800007 48.393869453650005 42.844429421150004 42.91168285345001 42.982930821650008 0.54191491270000014 0.55788748840000013 0.44844465735000011 0.59336546810000013 0.53499895210000015 0.39814676205000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 16 4 21 -6 -7 10 -9 -10 -5 12 -11 -14 15 -15 18 -18 -3 -19 -21 -1 -23 -24 28 -26 27 -27 29 -25
right_child=1 2 -4 7 5 6 -8 8 9 11 -12 -13 13 14 -16 -17 17 19 -20 20 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00043942017618018453 -0.10085607892479445 0.059419003946933141 -0.10185992856158202 0.055113267514513557 -0.00088502713238288908 -0.10382393310796539 -0.011875328394390088 -0.10400834952173375 0.049751145977636232 -0.10261101157402266 0.00045835189610832677 0.046693868001618677 0.065754218597970746 -0.10352729214049949 0.024742639763307775 0.0025781893128731669 -0.10285562754733227 -0.10349090542586022 -0.10037482413554477 0.047757125968297072 0.0034394435858929578 0.027474526939202937 -0.068089332279982082 0.00031708897424482558 0.072497562097576268 -0.10505200432296123 0.021914444600058734 0.051963048384470349 -0.027407732031863814 0.040511070858776296
leaf_weight=110.35350106918753 0.10000545746401357 0.16748076288786251 0.028445269019769626 0.37669983491014081 0.66803251186433854 0.18357124006001868 0.10267586815461982 0.12319479728762406 0.37233754982298684 0.078262058537802659 0.3214872012995329 0.17160145378511515 0.095175460786606436 0.13502401042205747 0.19377082875871565 0.31862122677557636 0.068458793486584568 0.040629820549135331 0.033041803765854638 0.15348948207611102 0.18778536309037008 1.8678119372016322 0.43698110990793892 17.423223924889484 0.66884568264484245 0.34986570299042774 0.94327408194658346 0.11268931473205157 1.4433063828382717 0.75125280351164647
leaf_count=2326 197 36 115 21 15 51 6 86 15 9 26 16 81 35 27 33 83 164 97 30 28 28 36 712 55 90 18 12 35 150
internal_value=1.26146e-05 -0.0123422 0.000688098 8.26449e-05 -9.70701e-05 -0.0218695 -0.0708423 0.0112054 0.00241165 0.0120178 0.0299469 -0.00213856 -0.0123471 -0.00283415 -0.0129172 -0.0290033 0.00516969 -0.00726101 0.0330884 0.00987492 0.0233715 5.75773e-05 0.00234306 0.00022187 0.00159796 0.0184427 -0.00727477 -0.0667994 -0.000183455 0.00197853
internal_weight=138.271 0.779337 0.679331 137.491 135.305 0.95428 0.286247 2.18617 1.48799 1.36479 0.698187 0.992455 0.820854 0.742592 0.647416 0.453645 0.650886 0.450363 0.200523 0.381905 0.341275 134.351 23.9973 22.1294 21.6925 2.07467 1.40583 0.462555 19.6178 18.1745
internal_count=4633 750 553 3883 3534 72 57 349 302 216 47 201 185 176 95 68 438 305 133 222 58 3462 1136 1108 1072 175 120 102 897 862
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 0 2 2 0 2 2 1 1 1 2 1 0 1 0 1 1 2 2 0 0 1 0 2 1 0
split_gain=0.0123896 0.0580691 0.125367 0.0996865 0.0477728 0.0256165 0.0520253 0.0952033 0.307059 0.0947397 0.0775238 0.162747 0.0716043 0.102146 0.0966837 0.056483 0.0680133 0.0243948 0.151656 0.135052 0.114287 0.230246 0.0829665 0.194545 0.0650954 0.0508406 0.149943 0.15425 0.0928542 0.112538
threshold=49.292797572200008 0.31100865245000009 0.31060447290000009 49.247968080500009 0.30560462260000004 0.39672464895000009 47.927946529500012 48.96897326980001 0.45798030000000006 48.393869453650005 45.700098835450007 0.37447980600000008 0.43967246490000006 0.41808628485000005 47.142075646500011 0.37977904855000005 0.54191491270000014 0.45824975300000009 0.56065686655000013 0.46551001470000003 0.46280051495000007 42.388109226950007 43.157831852650006 0.60134427115000011 0.56685428580000019 0.45107930900000009 0.56345618395000019 39.476991512000005 0.44618424600000006 0.56859076075000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 10 8 -8 -10 17 -12 13 15 -14 -13 -17 25 -19 20 21 -20 -23 -24 -21 28 -27 -28 -7 -30
right_child=-2 5 -4 -5 -6 6 7 -9 9 -11 11 12 14 -15 -16 16 -18 18 19 24 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.10044569896145449 -0.0081622067800476133 -0.013771373478706092 0.062045826090476569 -0.10219845037132791 0.04125823748992722 -0.00011051497789174575 0.10387228854783426 -0.023806226243291012 0.036702518870254518 -0.019141158868574783 -0.10558898499211063 0.056861602184513263 -0.065040738512877325 0.092155835571231567 0.031788660764992198 -0.10283093481479733 0.014833431325037101 -0.10675605767821071 -0.10224269091492628 -0.10244128760312743 0.10081317314400469 0.085107296079803302 -0.1062144308755288 0.10172724688779733 -0.00086308625478807182 -0.047654894354152433 0.017698296003907925 -0.027442793069800867 0.036215762935520139 -0.0097031556790878014
leaf_weight=0.027903176334375668 1.8309455892072879 1.3436767670995937 0.43836902531620581 0.10214052739320323 0.16144379796901376 122.66514978168908 0.39483999460935537 0.47751351650003915 0.50212920662306693 0.769141988188494 0.2106750835191622 0.082418497149774339 0.32590513749164529 0.13947962503880262 0.15084877022491128 0.094626584585057572 0.10216256128478562 0.10301314488150204 0.11911850207354724 0.067971711738209706 0.26758391402108828 0.30150756053626537 0.088657455227803439 0.09135168045759201 0.87813067538986722 0.87954720741890824 1.8359601693342713 1.2880414042301707 1.5123662498954282 0.82479945770366914
leaf_count=137 314 63 11 10 44 2695 4 27 36 39 95 13 41 4 23 36 21 11 34 8 12 3 63 2 713 23 49 35 21 46
internal_value=9.11783e-06 0.000118928 0.0282501 -0.0225755 0.020376 -3.25788e-05 0.000105009 0.0155588 0.026841 0.00291609 -0.000145899 -0.0265086 -0.00790296 0.0222724 -0.0344031 -0.0126382 -0.0417458 7.68285e-05 0.0112737 0.0179752 0.0464557 0.0222394 0.053034 -0.000687444 -0.00816086 -8.95836e-05 -0.0111823 -0.0009136 0.000265691 0.0200107
internal_weight=138.077 136.246 0.729857 0.291488 0.189347 135.517 134.173 2.14362 1.66611 1.27127 132.029 1.10612 0.895441 0.418687 0.476754 0.279208 0.196789 130.923 1.91733 1.81432 0.868219 0.600635 0.481517 0.180009 0.946102 129.006 4.00355 3.124 125.002 2.33717
internal_count=4633 4319 202 191 181 4117 4054 106 79 75 3948 233 138 74 64 70 57 3715 846 835 114 102 68 65 721 2869 107 84 2762 67
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 1 2 1 0 0 2 2 2 1 1 2 1 1 1 0 1 0 1 2 2 2 1 2 2
split_gain=0.0120936 0.201386 0.144413 0.403784 0.16299 0.119359 0.277689 0.256721 0.114314 0.0920191 0.244768 0.130631 0.0737693 0.491405 0.530043 0.311111 0.282572 0.282413 0.274984 0.311535 0.108209 0.283408 0.269921 0.0977737 0.331335 0.229144 0.189282 0.148973 0.268689 0.101306
threshold=0.48458129995000004 0.48389269780000005 0.34587287805000005 41.489621506400006 0.34614233110000009 0.34708541665000009 0.35585760905000008 40.767054867700004 0.34626208795000007 0.48847339900000003 0.48911709230000006 40.806664626150003 42.684965421050009 42.243697547450004 0.34545372890000009 0.34542378970000004 43.067541470150012 0.34479506600000004 0.34542378970000004 0.34515433670000012 0.48032993025000009 0.34554354660000003 0.47787491390000009 0.34569324270000007 41.873095646600007 42.081757894750005 41.681597818500002 0.34554354660000003 41.529896397300007 40.574766824850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -4 8 -7 -8 12 11 -11 -6 13 23 15 17 18 -15 19 -14 21 22 -18 24 27 -26 -25 28 29 -1
right_child=2 -3 4 -5 9 6 7 -9 -10 10 -12 -13 16 14 -16 -17 20 -19 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.0045731820756696696 0.053341266056632246 -0.044076058809721264 -0.046522872448504365 -0.008602321616609095 0.043392757797032097 0.089063965156810643 -0.11159954258179833 0.023727462495087264 -0.036072907972422026 -0.10461618200107026 -9.6400004983912709e-05 -0.00063217984467346926 0.044041330250628244 0.031300949896267222 -0.1224184413275326 0.078182442965595289 -0.00058708979648212575 -0.10514758629636259 0.055139414126653574 -0.020124263368941298 -0.023960071103239756 0.045549146381738986 -0.07284111610336777 -0.0036835614573799583 -0.10036838637879775 -0.019808267397220958 0.027458665704234605 -0.018906360833347048 0.028676385725143 -0.0086209131046018645
leaf_weight=12.313495769184486 1.8823046190664019 1.069051326252519 0.75201332941651244 2.3866365449503064 1.1780681760592551 0.49053683524877445 0.17994892670567708 0.63433325451885025 0.91244446393102308 0.22477268567308684 70.360119691604311 1.5751111111512726 1.3015286469045837 0.26509168872875821 0.69639443192863837 0.29367140610702336 5.5592819407756906 0.35457641578250332 1.8857196593526167 1.8074545681683956 2.1733390058216173 1.215624936370659 0.57004137646254083 4.5937653649598351 0.54127373436222015 1.0154754082452084 3.393369410187006 3.8520328458398572 3.3362821711674533 11.034033056986152
leaf_count=343 27 24 4 33 10 29 41 122 21 6 2979 37 36 27 33 3 262 36 83 20 15 36 18 27 36 25 38 26 47 189
internal_value=9.75605e-06 -0.00106524 0.00082587 0.0187105 -0.000204609 -0.000278159 0.0296271 -0.00617857 -0.000961361 0.000270341 -0.000429236 0.0182058 -0.000391326 -0.00252892 -0.056703 -0.00659698 0.00574905 -0.0467754 0.0250115 0.00673769 -0.00435886 0.00144105 -0.00730688 -0.000353111 -0.00281712 -0.0478186 0.00954735 -0.000522893 0.00213091 -0.00166234
internal_weight=137.848 59.4888 78.359 4.26894 74.0901 58.4197 1.30482 0.814282 57.1149 73.3381 70.5849 2.75318 56.2025 41.6895 1.60973 0.91334 14.513 0.619668 4.9947 3.10898 9.51829 7.34495 6.12932 40.0797 32.0926 1.55675 7.98713 30.5358 26.6838 23.3475
internal_count=4633 1537 3096 60 3036 1513 192 163 1321 3032 2985 47 1300 830 99 66 470 63 139 56 331 316 280 731 666 61 65 605 579 532
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 0 0 0 0 1 0 1 1 1 1 1 0 1 1 1 0 0 1 1 0 2 1 0 2
split_gain=0.0116251 0.0867687 0.126951 0.109268 0.111518 0.0837845 0.0735161 0.50671 0.0912997 0.147035 0.0964521 0.0946561 0.138963 0.0808241 0.254404 0.0607869 0.0536552 0.0527217 0.0848406 0.110221 0.45293 0.0850509 0.145464 0.172311 0.355951 0.0445542 0.0417911 0.152397 0.0985482 0.0422928
threshold=0.47721625100000004 0.47787491390000009 0.47868327295000007 40.621691032550004 41.489621506400006 42.081757894750005 0.47905751325000007 0.47938684470000009 0.47976108500000009 0.48001556840000009 0.3447052483500001 0.48032993025000009 0.34494476210000008 0.34503457980000002 0.34536391125000004 0.34554354660000003 0.34542378970000004 0.48077901860000011 0.34521421515000011 0.34542378970000004 0.34545372890000009 0.48119816770000007 0.48265022005000008 0.34566330350000002 0.34575312120000007 0.47709649410000005 37.140760352250005 0.34007963835000005 0.41973294215000007 37.995872310650007
decision_type=2 2 2 2 2 2 2 2 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 5 3 -3 -5 -2 15 -8 13 -10 -11 -12 -13 -9 -15 -4 -7 -14 -19 -20 -21 -22 -23 -24 -25 26 27 28 -1 -28
right_child=1 2 6 4 -6 16 7 8 9 10 11 12 17 14 -16 -17 -18 18 19 20 21 22 23 24 -26 -27 29 -29 -30 -31
leaf_value=-0.10220629732405551 0.018917627284094657 0.00080786279854362273 -0.00014296726411355218 -0.055074387336994268 -0.012426127230239017 -0.022703642340817173 -0.095549327582814356 0.033436005634442892 -0.032467328245658379 0.019012189449516895 0.020597952283047907 -0.022546970657913223 -0.021652474178595171 0.040144553027039787 -0.027805650655541615 0.029594338827307495 0.0099546944611535459 0.016731490814349156 -0.018428423452083145 0.10216631290103756 0.021458401390164951 -0.017438944443775788 0.027993729473084508 -0.065344037396911067 0.0003429659859420405 -0.022203646137893135 0.021820804738851965 -0.12218763670821781 0.046557328670535976 -0.0016506876083931202
leaf_weight=0.058086350089830208 4.5957619715481988 1.9649330358952273 1.2364724689541611 1.0726031557423996 1.4312378077738683 0.95650876825675402 0.55296741047641162 1.5301527939736836 1.3872663872316469 2.6849855383188688 2.1441480841021976 2.8132334835827342 1.1116323968453787 1.0232872096821668 1.1937739448621867 1.5479552600299937 1.0611792425625024 3.0249637616798273 3.232118295505642 0.43495252355933089 1.7883082320913661 4.8296497410319708 2.2052851580083361 0.83364777825772662 79.12838610005781 1.0847165484447039 0.82322042243322258 0.12871226940149771 0.19080689358088421 11.380424021975637
leaf_count=81 33 20 32 15 39 14 12 11 19 29 16 18 18 12 35 13 27 23 38 20 14 34 20 17 3124 17 29 74 28 751
internal_value=1.00756e-05 0.000315644 -0.000313354 -0.0168436 -0.0306959 0.0114597 0.000342085 -6.44102e-05 0.000418374 -0.000125851 0.000304598 -0.000190049 -0.000638455 0.0157578 0.00355685 0.016389 -0.00552737 -3.51547e-07 0.000251742 -0.000287462 0.000369718 -0.000128976 -0.000572726 0.000418641 -0.000341857 -0.00275774 -0.00108118 -0.0338458 0.0118391 -6.73727e-05
internal_weight=137.451 123.785 117.172 4.46877 2.50384 6.61345 112.703 109.919 109.366 105.619 104.231 101.546 99.4022 3.74721 2.21706 2.78443 2.01769 96.5889 95.4773 92.4523 89.2202 88.7853 86.997 82.1673 79.962 13.666 12.5812 0.377606 0.248893 12.2036
internal_count=4633 3653 3579 74 54 74 3505 3460 3448 3390 3371 3342 3326 58 47 45 41 3308 3290 3267 3229 3209 3195 3161 3141 980 963 183 109 780
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 2 1 2 0 2 0 2 2 1 0 2 0 2 2 0 1 0 0 1 2 2 0 0 1
split_gain=0.0109656 0.0738131 0.0783334 0.0615276 0.376152 0.174549 0.112521 0.312821 0.227573 0.205325 0.193868 0.19363 0.40975 0.158355 0.233665 0.122063 0.120952 0.186681 0.171772 0.0854682 0.592344 0.234882 0.229222 0.193351 0.262261 0.304814 0.307014 0.22526 0.150776 0.137663
threshold=0.53998383280000006 0.41917906650000009 37.765550062200006 40.574766824850009 40.371455563000005 0.42111014640000005 42.320906304050006 0.44618424600000006 43.067541470150012 0.55877069550000014 41.835830569250014 0.5641597557000001 42.283941020600004 41.319407281650008 0.46280051495000007 0.55688452445000014 41.087689990200012 0.56859076075000015 40.722669576350008 40.003678352300007 0.55688452445000014 0.44765126795000004 0.56065686655000013 0.54585192060000021 0.44720217960000008 39.476991512000005 39.354247760400007 0.5485614203000001 0.56065686655000013 0.45218706025000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -5 10 8 -8 -10 13 -12 -13 16 -15 -9 17 -7 -19 23 -21 -22 -23 -3 27 26 28 -25 -26 -30
right_child=1 3 -4 5 -6 6 7 15 9 -11 11 12 -14 14 -16 -17 -18 18 -20 20 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00044676037854244824 0.0057352430935314891 0.025542500003045102 -0.021991834900267918 0.040403276743394875 -0.12386467035268744 -0.018668016466836822 -0.075597290511532703 0.09567096603054133 0.045250778067993623 -0.060039800683361247 0.07526556240517307 -0.10337228980412945 0.10630253857748671 -0.072781664691663001 0.056785514101874462 0.0026069785821366924 0.033222687132656879 -0.0026667415655640546 0.073820314537470344 -0.12418672930350112 0.098742995585727328 0.10284672209919621 -0.10612355693208164 -0.0022724568799969455 0.10225993225936325 -0.13428696086922262 0.10243808606885768 -0.082798889345709406 -0.10891198877881783 0.00099157254376998653
leaf_weight=110.99104650213091 1.4935496628095304 2.2214757446781777 3.2062719840073157 1.2397336575486395 0.26407110489935792 2.2087326099863263 1.0023754579306112 0.14597726780630171 0.40688614457508254 0.33995025261901901 0.78787278942763783 0.21325579472249956 0.16555913010597578 0.56157488501048636 0.18505517508049252 4.0802052488311347 1.4297828122939789 0.67965896271289217 0.51692865295535739 0.3905749525874852 0.28961659455671906 0.079117082059383392 0.15597530560921768 0.63653620239347197 0.13890912587567195 0.14474248963793446 0.34657004061591568 0.76471937258324374 0.1208820127035185 1.9935552223036248
leaf_count=2782 36 28 141 30 19 26 29 10 12 40 11 63 5 26 57 537 30 19 51 7 4 1 67 7 5 29 7 138 17 399
internal_value=1.23224e-05 -0.00182738 -0.0131805 0.000653184 -0.00662176 0.004585 0.00109508 -0.00889861 -0.0444632 -0.00267613 0.00994401 0.0470171 -0.011735 0.00219502 -0.0406679 0.00582152 0.00881386 -0.00143461 0.0303758 -0.00237051 -0.0309438 0.038463 -0.0357975 0.00173677 -0.0110189 0.00695206 0.0148151 -0.0462188 0.00133849 -0.0052916
internal_weight=137.201 26.2101 4.69982 21.5103 7.54675 13.9635 12.7238 5.97539 1.74921 0.746836 6.74842 1.16669 0.378815 5.58173 0.74663 4.22618 4.8351 3.40532 1.19659 7.28267 0.915284 0.524709 0.235092 6.36739 4.14591 2.74466 2.59992 1.40126 2.25335 2.11444
internal_count=4633 1851 177 1674 728 946 916 628 81 52 288 79 68 209 83 547 126 96 70 709 79 72 68 630 602 457 428 145 421 416
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 1 2 0 0 1 1 2 1 0 2 0 2 1 0 2 2 2 0 0 1 0 1 1 1
split_gain=0.0109851 0.200603 0.0928045 0.136525 0.182561 0.314726 0.0867597 0.128052 0.490818 0.286853 0.27832 0.411237 0.110296 0.0627457 0.0996703 0.16087 0.133493 0.0910569 0.170364 0.243517 0.0617386 0.0537945 0.0679708 0.381801 0.220038 0.616489 0.284401 0.167175 0.129977 0.29372
threshold=42.477827694800006 42.498713093000006 42.081757894750005 42.027798546600003 41.965446242000006 0.50035927070000008 0.34521421515000011 42.283941020600004 0.49194634890000005 0.50730517050000012 0.34626208795000007 0.35027394390000005 42.371983470600007 0.32467590790000006 0.46735127690000006 37.345948426100009 0.4560492201000001 39.476991512000005 0.32012514595000008 0.41229304515000009 35.771221912400001 41.873095646600007 41.444941515100005 0.47961138885000004 0.49194634890000005 0.37043801085000005 0.54353163080000011 0.34515433670000012 0.43593006200000012 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 13 -6 -4 8 -8 -10 -9 -12 -13 17 15 16 -15 20 19 -19 -1 22 -16 27 -25 -26 -27 -24 -28 -30
right_child=1 -3 6 -5 5 -7 7 10 9 -11 11 12 -14 14 21 -17 -18 18 -20 -21 -22 -23 23 24 25 26 28 -29 29 -31
leaf_value=0.014792762340725719 0.065564285035906347 0.00064408992028687278 0.011568829147136974 0.022185984497368055 -0.080274566627359781 0.037251262870780261 0.0065211445943184065 -0.058354111368441812 -0.23824180326432431 -0.067654576566102326 0.054209485194895157 -0.0033921614764656689 -0.045820533273299928 -0.08036117785275583 0.00071178473124102587 -0.10812029644562321 0.099214839662088106 0.084488850671746024 0.10143250286749167 -0.10679965761693529 -0.10320437796979716 0.015786278408229198 -0.011321139928155225 -0.037374714859021108 0.09055290821602853 -0.1114037060503273 0.04095473452902923 0.030864003381210939 -0.10570703529853781 0.062953308288603405
leaf_weight=0.11251836411118077 0.48265246709581688 34.368689230451565 1.3176391669036736 2.7695130806787338 0.70048247046469103 0.33771244401941658 0.64441652479581513 0.94182586733950291 0.15918428916484118 0.25889681507396745 1.0888170227408411 1.688471829263108 0.96166019195152319 0.072504882236400614 77.940340628977566 0.21578053433745481 0.096483470725900133 0.13631693809675482 0.29491341393440962 0.13003303034929559 0.07318160190288836 2.1359311329852053 1.4820187818258981 4.0474080592393875 0.56812674459069956 0.35367428428253311 0.35890466751880012 2.5657661035656929 0.2664289304666454 0.16859150601578676
leaf_count=35 17 1829 48 36 23 34 15 29 3 47 4 25 41 102 1858 116 14 38 9 6 49 37 14 38 10 28 28 39 16 45
internal_value=1.06432e-05 0.00154316 -0.000513566 0.000309983 -0.000348151 -0.0420448 -0.0115737 -0.0168831 -0.0482237 -0.132606 -0.00976901 0.00246937 -0.0187883 0.000127457 -0.000111379 -0.0508987 0.0221673 0.0289912 0.0490743 -0.0088989 -0.0317082 0.00010602 -0.000275649 -0.00812007 -0.0246527 0.00535851 -0.0368176 0.0154187 -0.00359124 -0.040343
internal_weight=136.739 34.8513 101.888 94.8266 92.0571 1.03819 7.06091 5.74327 1.0625 0.418081 4.68077 3.73895 2.65013 91.0189 90.272 0.384769 0.168988 0.746963 0.561263 0.26635 0.1857 89.8872 87.7513 9.81092 5.76313 1.71573 1.1476 4.04778 0.793925 0.43502
internal_count=4633 1846 2787 2575 2539 57 212 164 65 50 99 70 66 2482 2345 232 116 137 53 44 84 2113 2076 218 165 127 117 53 89 61
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 0 0 1 0 1 2 0 2 2 1 0 0 1 1 1 1 0 1 1 2 1 0 2 2
split_gain=0.0109077 0.244076 0.0853258 0.073921 0.118305 0.0606489 0.553011 0.519051 0.313442 0.122834 0.203864 0.21367 0.185305 0.0862877 0.109323 0.0808614 0.0723533 0.057389 0.184971 0.174535 0.093232 0.0570221 0.113222 0.056015 0.187965 0.206283 0.541716 0.340612 0.247541 0.180932
threshold=39.788107623550012 39.683197198900011 39.852039223600009 39.896141435400004 39.955516828000007 0.3459626957000001 0.48032993025000009 0.48735067810000005 0.35585760905000008 0.47976108500000009 0.34479506600000004 39.032633164100012 0.47604862130000009 39.525197829750006 39.427119987250002 0.34377713240000007 0.49588335680000006 0.46898296455000005 0.34269932035000011 0.34007963835000005 0.33400197600000009 0.32012514595000008 0.41973294215000007 0.37043801085000005 0.37447980600000008 38.621016321050007 0.39048232090000007 0.5195503128500002 38.474425342400004 38.983591653800012
decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -7 10 11 12 15 14 16 17 -9 18 19 20 21 22 -1 -18 -25 27 -27 -26 -29 -28
right_child=2 -3 3 4 -6 7 -8 13 -10 -11 -12 -13 -14 -15 -16 -17 23 -19 -20 -21 -22 -23 -24 24 25 26 29 28 -30 -31
leaf_value=-0.10199816205708129 0.033078041091717567 -0.04351287645074832 -0.033364104156226392 0.036868289519563807 0.00017536751264735925 -0.0058145735633420691 0.088744570573689938 0.028106234267096405 -0.14366171049810966 -0.038427543455607754 0.045783911556535779 -0.048019423436317099 0.06148954495273893 0.023639042106159712 -0.029970879747103732 -0.030690521960203568 -0.0094117214057063484 0.036295760470934989 0.024100075596792819 -0.11725958940374509 0.076047029411321146 -0.094014961360026489 0.095634816231702918 0.048759408690184039 -0.072594208783518216 0.060095456498013317 0.017238491652513326 -0.00017815142892356426 -0.076380534184063931 -0.024416200051037198
leaf_weight=0.05193929801696906 0.79969797647294072 1.3306696012441523 0.64869850728587053 0.88661075516483734 98.468566852468541 0.27697704342404339 0.76414343342185009 0.90535657267902081 0.40784650461285121 0.78683451563119877 0.95190890700653596 0.9214977417141198 0.51596141979098309 1.4901454203197761 1.248845068286754 0.79594884167027746 5.6101724685868275 0.50111090170685191 0.93684184551239014 0.22265568467807384 0.10352740187954623 0.10150914103810038 0.065598858986049891 0.82174927496817218 0.76991527305654273 1.824569810181855 1.9379492012526496 9.5710869909326988 0.44616643664539957 2.2574414067248654
leaf_count=62 17 34 25 17 3207 23 10 27 35 5 47 18 4 30 43 19 69 8 3 7 18 52 7 18 35 18 40 633 27 75
internal_value=1.17615e-05 -0.00149251 0.000543286 0.000283117 0.000502802 0.000138259 0.00865707 -0.00193812 -0.0879094 -0.00161915 0.00398443 -0.00545194 0.00645238 0.000251904 -0.00112052 -0.00376558 0.000371738 0.00704072 -0.00285085 -0.0491593 -0.00215331 -0.0391128 0.00830217 -0.000708754 0.00206086 -0.000222369 0.0146077 -0.00849852 -0.00357219 -0.00517492
internal_weight=136.422 35.6184 100.804 100.004 99.3552 34.2877 6.71948 27.5682 0.684824 5.95533 5.1685 4.21659 3.29509 26.8834 25.3933 2.77913 24.1444 1.98318 1.48207 0.54523 0.322575 0.219047 0.117538 23.2391 17.6289 16.8071 6.01996 10.7872 10.0173 4.19539
internal_count=4633 1367 3266 3249 3224 1333 260 1073 58 250 245 198 180 1015 985 176 942 157 149 146 139 121 69 915 846 828 133 695 660 115
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 0 2 2 0 0 0 2 2 0 1 2 2 0 1 0 1 0 0 1 1 0 0 1 1 2
split_gain=0.069741 0.0848017 0.0215192 0.0221692 0.249845 0.0857696 0.0463772 0.0627176 0.105084 0.241452 0.37706 0.240127 0.135131 0.10575 0.174038 0.0613611 0.155859 0.18765 0.279415 0.153502 0.290025 0.158601 0.0606258 0.0982123 0.0533794 0.0784158 0.173152 0.0436424 0.0524013 0.0417509
threshold=0.39587138110000003 0.3733870243500001 0.39614083410000006 49.064150740050003 49.292797572200008 0.39672464895000009 47.927946529500012 44.279556297950009 0.58984760935000013 0.47943175355000006 0.47774018740000007 44.908704241950012 44.749265482150008 0.55688452445000014 0.4172030777500001 43.895345911700005 43.930205408700004 0.48001556840000009 0.34524415440000006 0.49405706415000006 0.40651477500000005 0.55877069550000014 0.54191491270000014 0.36166581840000006 0.37977904855000005 0.54284302865000023 0.61797550970000004 0.34527409360000011 0.3584174126500001 45.711398460000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -4 7 15 9 10 12 -11 -9 14 22 -7 -17 -18 -19 -20 -21 -22 23 -13 -8 -26 -27 -14 -29 -10
right_child=2 -3 3 4 -6 6 24 8 29 11 -12 13 27 -15 -16 16 17 18 19 20 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.033276636119516499 0.023715228608277152 -0.1093206116711867 -0.027746232356297376 0.082186555160803726 -0.0057601703813979672 -0.00011891382390324977 0.03089105820403661 -0.10869119354362951 0.060286353020979379 -0.12751246376496125 0.087582801174403577 0.043374768679528629 0.00041850117070167214 -0.10372763711517299 0.080167317631439028 0.054821505717298304 0.042699482540402567 -0.11902063732548361 0.058253374723810918 -0.098060706838429323 0.064711275521033743 -0.10152548587180255 0.024370017873662803 -0.10229378314419889 -0.036917909505447079 0.070189815123540458 -0.035717433687176357 0.003009925130146098 -0.10783534019810399 0.0047445564579008115
leaf_weight=0.06300118562648549 0.38466190011240442 0.12337221204723292 1.1155918329332042 0.39350905959691518 1.803336377107591 124.54299381277568 1.0420610518194728 0.177179792706738 0.1926337148870515 0.35409084173249972 0.38221532478928566 0.060043450444936752 0.61500335717573762 0.13655078527153819 0.16467047204150731 0.7238077785877971 0.67671126124332648 0.24259981513023354 0.31595089286565781 0.30715708388015628 0.30226311165279185 0.070843515597516671 0.09490465979615692 0.20198093500403047 0.38416409140336305 0.32956173714774195 0.29041031711676624 0.079282339720521122 0.092300954122038092 0.45504291640281735
leaf_count=18 18 170 18 18 311 3363 23 15 12 44 5 4 42 25 16 9 20 3 3 12 19 126 9 138 21 23 26 4 63 55
internal_value=1.2614e-05 -0.0611174 9.64283e-05 2.94017e-05 0.00999325 -0.000134746 9.81979e-05 -0.000136586 -0.0144135 -0.0242122 0.00353669 -0.06111 -0.0297947 -0.0253849 -0.0048754 0.000200844 0.0152893 0.000351554 -0.0227813 0.000655054 -0.0260967 0.0331471 -0.0441102 -0.0689135 0.0150362 -0.00141751 0.0205802 -0.0120232 -0.0566178 0.0212639
internal_weight=136.118 0.186373 135.932 135.547 2.19685 133.35 132.234 130.188 3.0059 2.35822 1.34598 1.01224 0.963766 0.65815 0.5216 127.182 2.63933 1.91553 1.23881 0.996215 0.680264 0.373107 0.356929 0.262024 2.0462 1.00414 0.619972 0.786587 0.171583 0.647677
internal_count=4633 188 4445 4427 329 4098 4080 3987 432 365 129 236 124 192 167 3555 192 183 163 160 157 145 151 142 93 70 49 109 67 67
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 1 0 2 2 0 2 2 1 1 2 1 1 1 2 1 1 2 1 0 0 0 0 0 2 0
split_gain=0.0608652 0.0771467 0.0146065 0.0247755 0.0365393 0.0497284 0.0160469 0.0141771 0.0955274 0.172772 0.079178 0.0573686 0.150078 0.0638236 0.0874524 0.0835954 0.0746694 0.058694 0.0708663 0.0365692 0.265419 0.0722477 0.039886 0.0508778 0.0359916 0.109318 0.0359853 0.0495194 0.0555464 0.0851145
threshold=0.39587138110000003 0.3733870243500001 34.823977857500005 33.96174662340001 33.361153777850006 0.38906020780000011 0.51484985480000012 47.927946529500012 48.823707093150006 0.39672464895000009 48.96897326980001 45.700098835450007 0.37447980600000008 0.43967246490000006 47.309807198350008 0.41808628485000005 0.46187239905000005 0.37820723930000005 47.74983977685001 0.31100865245000009 0.36042334060000009 49.064150740050003 0.50491003265000012 0.66718062335000017 0.5054040298000001 0.58887458460000019 0.61797550970000004 0.61400856260000014 49.960114208400007 0.58035687555000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 24 -10 -11 -4 -13 15 16 17 -15 -14 -19 -12 -21 -22 23 26 -9 -26 27 28 -23 -30
right_child=2 -3 7 -5 -6 -7 -8 8 9 10 19 12 13 14 -16 -17 -18 18 -20 20 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.030263548747825109 0.016606958566458451 -0.10837705783922701 -1.6564232260292999e-07 0.050022523476601459 -0.073503987806359916 0.071463279000530844 -0.054647529001494069 0.035109582372482469 -0.046540681710973898 0.031634626146440602 0.0070048602767112389 -0.1048599211883323 0.067908625988960983 -0.10653838101272717 0.033746157130254674 0.089597915611198342 -0.0086666104322947173 -0.10147102881932515 0.022349692877971991 -0.10885185827513816 0.060966198889897676 -0.10102084514948365 -0.10051680534163672 0.10156734030983428 -0.053631907969298009 0.041467685419950481 -0.10117763455860103 0.10050657628861633 0.035731880564970467 -0.10288265330675979
leaf_weight=0.062381008174297814 0.056831602502969925 0.11255396779446869 128.50406408833211 0.15771663352052201 0.053918567854772448 0.098606019400836686 0.071205053012818098 1.1382286623120403 0.75331939401803527 0.9101769124172282 1.4403344467282297 0.1865640288169732 0.071692713056108914 0.16630700073437765 0.14290824204908859 0.12971707805991173 0.1467260757835902 0.09114591141405981 0.093781489878892899 0.24120529492756748 0.21520231132308254 0.060210232320855539 0.043009913980313286 0.044664304703474045 0.20312806115543924 0.29850087765953504 0.039810848556953715 0.04242146760225296 0.20354407413158881 0.056620804343765485
leaf_count=18 58 170 3407 71 37 173 10 20 27 26 6 95 8 13 18 4 33 54 8 16 8 35 73 1 19 28 14 3 123 57
internal_value=9.19915e-06 -0.0589385 8.52119e-05 0.0183114 0.000485098 0.0180872 -0.0230198 2.61382e-05 0.0049114 -0.00333266 0.00653918 -0.000188471 -0.0237081 -0.00573307 -0.0310722 0.0241712 -0.0606635 -0.00890082 -0.0386783 -0.00302977 -0.0182969 0.0126639 -0.00853773 0.000307037 0.0252746 0.00295835 -0.0109265 -0.00102299 -0.0144667 0.0055646
internal_weight=135.836 0.174935 135.662 0.438278 0.280561 0.226643 0.128037 135.223 5.69038 4.05052 3.2972 129.533 1.02884 0.842279 0.455941 0.386337 0.313033 0.25662 0.184927 2.38702 0.946689 0.705484 0.490282 0.447272 1.63986 0.501629 0.402607 0.362797 0.320375 0.260165
internal_count=4633 188 4445 349 278 241 68 4096 456 389 362 3640 233 138 64 74 46 70 62 336 330 314 306 233 67 47 232 218 215 180
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 2 2 1 1 2 0 1 1 1 1 1 0 1 1 1 0 0 0 0 1 0 0 0 1 2
split_gain=0.0530373 0.0703509 0.0113088 0.0789093 0.14144 0.0650659 0.0500693 0.136979 0.0544117 0.0748445 0.0918891 0.073944 0.050136 0.066441 0.0316868 0.238143 0.0629235 0.0521768 0.0598024 0.036615 0.045424 0.0762045 0.0666445 0.0452371 0.0505072 0.0875506 0.0294866 0.0906309 0.0267809 0.199257
threshold=0.39587138110000003 0.3733870243500001 47.927946529500012 48.823707093150006 0.39672464895000009 48.96897326980001 45.700098835450007 0.37447980600000008 0.43967246490000006 47.309807198350008 0.64129816470000012 0.41808628485000005 0.37820723930000005 0.39150025445000008 0.31100865245000009 0.36042334060000009 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.50491003265000012 0.66718062335000017 0.61797550970000004 0.58887458460000019 0.58035687555000015 0.48616807880000007 0.57927906350000014 0.5054040298000001 0.58887458460000019 0.33894194785000004 41.909642283050012
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 -5 -6 28 -8 11 10 -10 12 -9 -14 -7 -16 -17 -18 -19 20 21 22 23 24 25 -20 -4 -28 29 -2
right_child=2 -3 3 4 5 14 7 8 9 -11 -12 -13 13 -15 15 16 17 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.027473535928815698 0.00522425841240029 -0.10753387810281788 0.032072470959265124 -0.042356971905508273 0.028800003373489792 0.0063125538588687906 -0.10439653734882587 0.063855092086788343 -0.10542167011467037 0.03069858152918617 0.0069036822986371831 0.087163693689459629 -0.10243498693982543 0.02073540206750063 -0.10796898945216418 0.092769712463563234 -0.10094881072058592 0.07339683906472283 -0.10088911349311809 -0.10046664898610924 0.10141596454017837 -0.10364876137163698 0.085448427175701086 -0.10273211406645839 -0.10041885242137308 0.10045699205943644 -0.049563625196008161 0.037960966178553712 0.00018993408328490721 -0.10271573844709743
leaf_weight=0.061872840567912202 0.8929493696687405 0.10260078069650724 1.1222885791212274 0.74539660831214893 0.90033123904868295 1.4385656565427782 0.16952123985265544 0.068777021602727473 0.17118695048702648 0.14146638238253217 0.12675714800207061 0.1204876231495291 0.082235349800612312 0.093689955680019921 0.21994501199151262 0.084263591328635812 0.04679000391615773 0.11412858487165067 0.03032390216336367 0.039015895938973699 0.040471188724040985 0.070067694696263061 0.087116942847501377 0.049225855359964044 0.032307545654475689 0.075032074004411697 0.19809771949076083 0.29373254955862649 127.82494517365294 0.21153471324942075
leaf_count=18 137 170 20 27 26 6 95 8 17 18 29 4 23 39 16 3 39 12 81 74 1 15 25 44 14 6 19 28 3561 58
internal_value=5.89087e-06 -0.0567458 7.47824e-05 0.00448004 -0.00309491 0.00597248 -0.000114686 -0.022701 -0.00548853 -0.0291957 -0.057634 0.0230369 -0.00853819 -0.0368399 -0.00285867 -0.0177046 0.0119827 0.0003358 0.00914963 -0.00816178 0.00120345 -0.0105839 0.0132142 -0.0204571 0.00896286 0.0425049 0.023125 0.00270811 5.59637e-05 -0.0154488
internal_weight=135.655 0.164474 135.491 5.5871 3.97298 3.22759 129.904 0.974122 0.8046 0.43941 0.297944 0.36519 0.244702 0.175925 2.32725 0.888688 0.668743 0.58448 0.53769 0.423561 0.384545 0.344074 0.274006 0.186889 0.137664 0.105356 1.61412 0.49183 128.929 1.10448
internal_count=4633 188 4445 456 389 362 3989 233 138 64 46 74 70 62 336 330 314 311 272 260 186 185 170 145 101 87 67 47 3756 195
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 1 1 2 2 0 2 1 2 1 1 0 0 2 2 2 1 1 1 2 2 2 2 0 0
split_gain=0.01323 0.0649388 0.0818375 0.0697066 0.0308258 0.0294948 0.0261435 0.0437112 0.0434613 0.147064 0.0969701 0.191746 0.0386842 0.106513 0.0429626 0.152969 0.0208526 0.0742026 0.0503661 0.0238448 0.064025 0.0159947 0.139224 0.109739 0.0933081 0.0826143 0.228073 0.114887 0.241846 0.376654
threshold=0.47941678395000004 0.59751205050000011 49.960114208400007 0.59930840395000018 0.61400856260000014 0.58454836680000011 0.45736654595000009 0.4529056016000001 42.686561923500008 42.620627117000005 0.60134427115000011 48.553014326500012 0.46280051495000007 42.388109226950007 0.46636328255000009 0.47447681205000009 0.63013083440000017 0.64803449000000013 45.921757303800007 45.044778924400006 37.500638522700008 0.42802610700000004 0.42991227810000004 0.42307116555000007 40.94178426300001 42.546237522150008 43.276780833950006 41.16018805045001 0.55688452445000014 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -5 16 7 21 9 12 11 -10 13 -8 -14 -16 19 -18 -19 20 -6 23 -23 -1 -25 27 -27 28 29 -24
right_child=1 3 -4 4 5 -7 8 -9 10 -11 -12 -13 14 -15 15 -17 17 18 -20 -21 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.00014109503675207842 -0.10168276649851821 0.10142332388071469 0.0071786103287424163 -0.10069230080941707 0.067840520937197044 -0.10184521912808585 -0.10197163424683137 -0.021848029100275796 -0.10649779911890933 0.10691663843480491 0.033910070896171617 0.0868768317384776 0.038250816783259575 0.039174488850707012 -0.10235118390422659 0.044234158037915972 -0.10269410037694243 -0.10290261708262022 0.022043654101567146 0.0613338698084872 -0.1006111413344235 0.054578931348217855 0.025379692020604219 -0.0050448888455534033 -0.049267647776818746 -0.045035435187734965 0.014360474526587006 0.025286055755261119 0.0081012311764263652 -0.10275107837787122
leaf_weight=119.04704557557984 0.15289263858073165 0.066864519439377545 0.12593898873728904 0.032425107693825339 0.050295306057364542 0.027684480344490225 0.10417709416930054 0.91494935048626658 0.1898743783995086 0.17787319421768188 0.23950696040265029 0.070249167139991187 0.45034219466333525 0.109830008354038 0.11346159911144582 0.19108599550656891 0.070434825462598383 0.035841238835805811 0.32306653591695067 0.11061841202899814 0.040920649960071387 0.51362937088947092 0.40214144572382604 1.1283194220495705 0.82669563014837866 1.2463137879967692 1.3432670183409383 2.276223352570014 4.5381920978936172 0.53416186402796484
leaf_count=2931 68 7 50 121 21 115 44 72 78 1 24 9 28 3 76 23 85 168 58 19 101 52 15 23 28 28 135 53 166 31
internal_value=2.3865e-06 -0.0112495 -0.0525137 0.00392658 -0.00550377 -0.000819173 8.91909e-05 -6.61086e-05 0.012613 0.0233374 -0.0120018 -0.0542749 0.00799361 -0.0295344 0.0186326 -0.0103774 0.003612 -0.00885035 0.00956627 0.0301219 -0.00772906 8.50362e-05 0.00376243 -0.000244828 -0.0237449 0.00123825 -0.0142256 0.00640485 -0.00144571 -0.047719
internal_weight=135.454 1.03698 0.278832 0.758151 0.691287 0.658861 134.417 132.771 1.6464 1.14677 0.499631 0.260124 0.968897 0.214007 0.75489 0.304548 0.631177 0.429343 0.358908 0.201834 0.091216 131.856 10.8539 121.002 1.95502 10.3403 2.58958 7.75072 5.4745 0.936303
internal_count=4633 813 118 695 688 567 3820 3534 286 175 111 87 174 47 127 99 452 311 226 141 122 3462 480 2982 51 428 163 265 212 46
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 0 0 1 1 1 1 0 1 1 0 1 0 2 2 2 0 2 1 0 0 1 2 1 2
split_gain=0.0124116 0.0933471 0.0266184 0.0216509 0.159574 0.0878449 0.0542127 0.0776828 0.05843 0.0205585 0.031734 0.0162818 0.0526759 0.0703806 0.062725 0.0482555 0.0373226 0.108604 0.0347352 0.0266946 0.0145544 0.110572 0.391793 0.103586 0.25898 0.0819363 0.0692862 0.125959 0.0632402 0.0628861
threshold=0.61311038590000011 0.45824975300000009 0.58454836680000011 0.58388970390000006 41.772405911750006 47.309807198350008 0.58887458460000019 0.59751205050000011 0.47289003325000006 0.45736654595000009 0.46187239905000005 0.50056884525000012 0.66718062335000017 0.51869704500000013 0.5225142959500001 0.68131193680000013 0.49585341755000006 0.63528038085000016 45.921757303800007 45.044778924400006 44.279556297950009 0.47943175355000006 44.908704241950012 0.37820723930000005 0.53146612375000013 0.55788748840000013 0.34566330350000002 44.461493122800007 0.48522499325000007 43.895345911700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 20 -5 6 -6 -8 -9 -7 -11 16 13 18 -15 -14 17 -3 19 -13 29 26 -23 -24 -25 -26 -22 -28 -27 -1
right_child=1 2 -4 4 5 9 7 8 -10 10 -12 12 15 14 -16 -17 -18 -19 -20 -21 21 22 23 24 25 28 27 -29 -30 -31
leaf_value=-0.00010913769998149094 -0.10354267024427631 0.032498771214678909 -0.10166732011526175 -0.1015520705135671 0.049970043958992676 0.091579980502236813 -0.050269229525286667 -0.022731465919094515 0.07266885708770926 0.084689060020790602 -0.0198705459237998 -0.10013894725870964 0.07648232460097637 0.09587334090178036 -0.10063758927967691 -0.10051542982961326 0.06201357146622765 -0.10212115313568171 -0.10459362115120968 0.10056696177794047 -0.0010642579075365907 -0.12508238424264734 0.04340238763273925 -0.10889759602756251 0.025116228012399763 -0.1031940486818923 0.10338208313600535 0.0024168208542854263 0.0017547028003551388 0.015892887690961505
leaf_weight=123.67913416995735 0.098561079427475273 0.22820996491395817 0.025091555718883995 0.1083124252879476 0.20799863967113175 0.18757913845672647 0.25067750752805296 0.12093636463396251 0.13684640159863193 0.06534829392330721 0.052223493670680909 0.011083731012490716 0.086065447037274367 0.053746958880310558 0.023277911630785297 0.018760877760776395 0.12434300982567947 0.081268657130465272 0.12032467664539581 0.016479771584272385 4.7020644450654805 0.32580289096517834 0.35208026853251784 0.2483771804877859 0.64527451173989903 0.10182389834881178 0.18604977428913105 0.36789563766069477 0.13165424406088277 2.5056196871110776
leaf_count=2853 21 50 115 157 6 16 31 10 50 6 42 125 36 11 114 87 22 40 26 1 142 42 39 186 78 60 2 80 35 150
internal_value=4.34505e-07 -0.0117884 -0.000321477 7.827e-05 0.0138624 0.0260988 0.00696166 -0.010632 0.0279127 0.0710307 0.0382454 0.00300887 -0.0137405 -0.041027 0.0364852 0.0448049 0.0157398 -0.00285223 -0.0813979 0.0198599 -3.86195e-05 -0.00445677 -0.0258106 -0.00394555 -0.0187356 0.00674849 0.00287654 0.0363273 -0.0440153 0.000208611
internal_weight=135.263 0.887214 0.788653 134.376 1.12992 1.02161 0.716459 0.50846 0.257783 0.305151 0.117572 0.763561 0.329739 0.224913 0.0770249 0.104826 0.433822 0.309479 0.147888 0.0275635 133.246 7.06102 1.80501 1.47921 1.12713 0.878753 5.25601 0.553945 0.233478 126.185
internal_count=4633 648 627 3985 318 161 97 91 60 64 48 512 400 277 125 123 112 90 152 126 3667 664 440 398 359 173 224 82 95 3003
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 2 1 1 0 1 0 0 1 2 2 0 2 0 2 0 2 1 1 0 2 2 2 2 0
split_gain=0.0130649 0.0620003 0.0790271 0.0581286 0.0500059 0.0320132 0.0327374 0.0295061 0.0359753 0.0291868 0.0274624 0.150612 0.0730179 0.0361775 0.0299247 0.127055 0.114784 0.156957 0.0334199 0.127963 0.0250148 0.0262753 0.0160736 0.102019 0.134809 0.499235 0.0747611 0.158771 0.0760376 0.0727951
threshold=0.47634801355000006 0.59751205050000011 49.960114208400007 0.59930840395000018 0.61400856260000014 0.50056884525000012 48.109449608500007 0.51869704500000013 0.52366695605000013 0.63528038085000016 0.45736654595000009 0.56065686655000013 0.5619592227500001 0.4529056016000001 42.686561923500008 42.620627117000005 0.60134427115000011 48.553014326500012 0.56915960600000015 41.772405911750006 0.63013083440000017 45.044778924400006 0.44618424600000006 0.43967246490000006 0.55877069550000014 41.243661560350013 39.476991512000005 40.858951393400005 42.546237522150008 0.56974342085000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -3 -5 9 20 -8 -9 -6 13 -12 -13 22 15 18 17 -16 -14 -20 21 -7 23 -1 -25 -26 -24 -28 -29 -30
right_child=1 3 -4 4 5 6 7 8 -10 -11 11 12 14 -15 16 -17 -18 -19 19 -21 -22 -23 26 24 25 -27 27 28 29 -31
leaf_value=9.8343731010106726e-05 -0.10145061402552935 0.10087527229858513 0.0062967164341236701 -0.10170073550975355 0.048374370007231181 -0.10008165367564326 -0.038943592168679007 0.10167195038757824 -0.0081541249175922665 -0.011060949674456229 -0.10672673029332987 0.10198419025440862 0.031735873213176523 -0.019909180625330654 -0.1056338785064289 0.10621597060290583 0.048642668199150974 0.082147318752427367 -0.10155186389333271 0.028419892887812062 -0.10195981234478782 0.10051271848855306 0.024998406436876494 -0.087471721580759013 0.06449075738446168 -0.10412088999258887 -0.032079888842155485 0.032173655150043313 0.013714481280619133 -0.027402386088765159
leaf_weight=125.08261566126853 0.14829131970361753 0.05664737497340866 0.12583313296499909 0.049147101015307726 0.20286895900540003 0.011612751999450666 0.10421454159950372 0.047547433525323868 0.080023601756693097 0.13939248441960572 0.096621623011741486 0.10651956871151913 0.29538644407512016 0.91225068170012846 0.16444772150134668 0.1619703471660614 0.2045699473710556 0.061031695193378255 0.11260712447094079 0.23143904039170593 0.067207560725615068 0.014919151552021503 1.4349929353995055 0.30381619867694698 0.40854740344293106 0.30797728722973261 1.2036046758585142 1.0780234700068834 1.1874341623309872 0.67555975154891701
leaf_count=3265 75 7 50 122 45 99 20 1 62 24 12 2 18 72 75 1 19 7 125 11 323 1 33 8 32 22 34 14 15 39
internal_value=-1.69557e-06 -0.0111252 -0.0519907 0.00335578 -0.00434957 0.00281519 -0.0196357 0.000531652 0.0327795 0.0241682 8.52567e-05 0.0138468 0.022554 -6.36349e-05 0.0156834 0.0271027 -0.00559664 -0.0548062 0.00706307 -0.0141202 -0.0695025 0.0127145 7.38481e-05 -0.00015855 -0.0316509 -0.00798205 0.00532619 -0.00148493 0.011036 -0.00119534
internal_weight=135.077 1.04771 0.274124 0.773581 0.716934 0.667786 0.325525 0.231786 0.127571 0.342261 134.029 1.43459 1.33797 132.595 1.23145 0.801403 0.430049 0.225479 0.639433 0.344046 0.0937395 0.0265319 131.683 126.103 1.02034 0.716525 5.57961 4.14462 2.94102 1.86299
internal_count=4633 829 125 704 697 575 506 83 63 69 3804 270 258 3534 256 155 101 82 154 136 423 100 3462 3327 62 54 135 102 68 54
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 0 1 0 1 1 2 1 2 1 0 1 1 1 1 1 1 1 0 0 0 0 1 0 2 1
split_gain=0.0119702 0.467417 0.126653 0.131162 0.0762379 0.093083 0.0901176 0.0714693 0.114407 0.0597129 0.187168 0.135684 0.133951 0.124726 0.086859 0.0833947 0.0692493 0.0589587 0.189203 0.0583539 0.194569 0.063852 0.423521 0.543301 0.0843131 0.121266 0.123464 0.153354 0.148144 0.100197
threshold=0.47938684470000009 0.47905751325000007 0.47880302985000006 0.47847369840000004 0.47976108500000009 0.48001556840000009 0.3447052483500001 0.48032993025000009 0.34494476210000008 0.34569324270000007 42.154118731400011 0.35799826355000003 41.935569238650011 0.36166581840000006 0.47736594710000008 0.35331277505000008 0.34560342505000002 0.34503457980000002 0.34536391125000004 0.34545372890000009 0.34536391125000004 0.34512439750000007 0.47774018740000007 0.47709649410000005 0.47774018740000007 0.47736594710000008 0.34506451900000007 0.47568935060000012 41.542492784600007 0.3447052483500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 17 -6 -7 -8 -9 16 12 14 15 -13 -12 -11 19 -2 -19 20 21 24 23 -23 25 26 27 29 -29 -1
right_child=4 -3 -4 -5 5 6 7 8 -10 10 11 13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-2.9759062009518709e-05 0.030102569175772739 -0.095917879071432705 0.026140093116619439 -0.031920171315329503 -0.02563744975499779 0.018543947651667305 0.018056222172753416 -0.020380456334418637 3.9312905253419682e-05 -0.065253271696740542 -0.029407374300347674 0.092684798149721082 0.097280021770614844 -0.035179241516992581 -0.10558233828044986 0.045920782605861202 0.029938304418345781 0.03619317716655187 -0.0231058010700988 -0.023174737938146048 0.051349737369913689 0.033384756852844769 0.0049157547385525443 -0.13360745215060602 -0.024220512057612824 0.023903625248733896 0.032709508742460092 -0.057287023312634036 -0.004628702423288591 0.043156298865054621
leaf_weight=8.2916139254294414 1.4765586592257016 0.51842917414614831 1.7272954621676024 1.3716927122950426 1.3998482497408975 2.6447821486872263 2.1086368220858267 2.8255793303251258 94.78711600219421 0.14206181872745538 0.259438280097811 0.11008923903136747 0.1889269410748966 0.24847458926149102 0.3538530491059646 0.1285097967915183 0.80519246675248624 0.99695318751037154 1.1689606416039167 1.0285356257081719 0.74653526360179867 0.30157236893004125 3.1710270065814257 0.55041409004479647 1.1215727373491962 2.5812771050259462 1.055432204622776 0.92182075511664274 1.2707340397446385 0.57446148392049501
leaf_count=538 11 12 18 44 19 29 16 18 3308 16 28 70 8 26 21 53 16 12 35 24 20 122 19 10 19 16 8 14 37 46
internal_value=-2.60061e-06 -0.00186545 -5.62295e-05 -0.00185016 0.000473811 -2.53461e-05 0.000324897 -0.000158303 -0.000551775 -0.000120848 -0.0199234 -0.0447881 0.0326662 0.00407864 -0.0733583 -0.0124504 0.00114339 0.0146937 0.00418905 7.0737e-05 0.00123212 -0.0006537 -0.0119024 -0.0744983 0.00220739 0.00422442 3.11483e-05 -0.00308766 -0.026768 0.0027684
internal_weight=134.877 27.469 26.9505 25.2232 107.408 103.766 102.366 99.7213 97.6127 23.8515 1.43135 0.971855 0.459499 0.358564 0.613291 0.270572 22.4202 3.64247 2.16591 21.615 20.5865 19.8399 4.02301 0.851986 15.8169 14.6953 12.1141 11.0586 2.19255 8.86608
internal_count=4633 1185 1173 1155 3448 3390 3371 3342 3326 1111 222 145 77 96 49 69 889 58 47 873 849 829 151 132 678 659 643 635 51 584
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 2 1 1 0 1 1 1 1 2 2 2 0 0 2 2 0 1 1 1 1 2 0 0 1
split_gain=0.0111832 0.0535974 0.0743435 0.0523451 0.0452035 0.0266938 0.0302389 0.0246099 0.0331807 0.0243198 0.0233468 0.0292436 0.0285048 0.120009 0.0450318 0.114828 0.0422387 0.0332581 0.0225734 0.0237674 0.0178825 0.0304527 0.0136662 0.116085 0.0894675 0.080623 0.0776374 0.0603781 0.273117 0.415183
threshold=0.47634801355000006 0.59751205050000011 49.960114208400007 0.59930840395000018 0.61400856260000014 0.50056884525000012 48.109449608500007 0.51869704500000013 0.52366695605000013 0.63528038085000016 0.45736654595000009 0.4529056016000001 0.46097422230000007 0.46280051495000007 39.476991512000005 38.911218973650008 41.559097512700014 0.58634472020000017 0.63013083440000017 45.044778924400006 37.041406607950009 0.56685428580000019 0.42802610700000004 0.42991227810000004 0.42307116555000007 0.4289991317500001 40.94178426300001 0.5541600551000001 0.5485614203000001 0.43349001525000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -3 -5 9 18 -8 -9 -6 11 22 17 -14 15 20 -16 -12 19 -7 21 -15 24 25 -1 -24 -26 28 29 -25
right_child=1 3 -4 4 5 6 7 8 -10 -11 12 -13 13 14 16 -17 -18 -19 -20 -21 -22 -23 23 27 26 -27 -28 -29 -30 -31
leaf_value=0.00011215576693898315 -0.1013119479381418 0.10044195924148902 0.0056661686431700858 -0.10153956122164765 0.044543619860560602 -0.10007389415754252 -0.035479188454127585 0.10151025045327251 -0.0073476250047530894 -0.0099707033516755784 0.054553711911141584 -0.01787882335283409 -0.10359581230608782 0.10051822288778277 -0.038015283253325587 0.093354814243533896 0.021452627092094004 0.0038223945774837108 -0.10177383125625172 0.10046367060759849 -0.10193223213283259 -0.10078341397843821 0.08635668763588511 -0.090866542790512456 -0.0045367531485348027 0.005466131429531269 -0.045024297969307819 0.0039391776485360247 -0.084214129330468165 0.069527618663451682
leaf_weight=118.69603787767471 0.13435905299950401 0.051464816104044075 0.12576887361319677 0.044538855549149048 0.19850727130233281 0.010508838768828355 0.10302931537444238 0.04308607429265976 0.079972238888785796 0.13923473134689957 0.28409787960116861 0.91434805878804937 0.095877922438717178 0.015077522024512291 0.19707491164263047 0.17604409471096005 0.30318760396403377 0.23704870337451212 0.060919740271328848 0.013505133800208569 0.039925903394760098 0.014982900856246317 0.2784636477681478 0.24065159068140818 1.1298506649618492 0.22100607807101369 0.81543869044435258 9.0320636629113995 0.42378228082907299 0.48996051442851396
leaf_count=2931 75 7 50 122 45 99 20 1 62 24 21 72 86 1 31 11 30 26 323 1 14 50 16 23 23 36 28 315 20 70
internal_value=-1.77827e-06 -0.0105116 -0.0495893 0.00313721 -0.00408586 0.00260452 -0.0185333 0.000577987 0.0307665 0.02207 7.72703e-05 -5.69498e-05 0.0130966 0.00172189 0.0152523 0.0502798 -0.00197434 0.0314781 -0.0694061 0.0127057 -0.0580713 0.000184223 6.71326e-05 0.00349472 -0.000236469 0.0505641 -0.0215086 0.00118678 -0.0203482 0.0166964
internal_weight=134.61 1.00489 0.260128 0.744767 0.693302 0.648763 0.311021 0.226088 0.123058 0.337742 133.605 132.242 1.36332 0.842171 0.746293 0.24603 0.500263 0.521147 0.0849337 0.024014 0.0699863 0.0300604 131.327 10.6859 120.641 0.49947 1.94529 10.1865 1.15439 0.730612
internal_count=4633 829 125 704 697 575 506 83 63 69 3804 3534 270 223 137 76 61 47 423 100 65 51 3462 480 2982 52 51 428 113 93
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 0 0 1 1 1 1 1 1 2 2 2 0 2 0 1 0 2 0 0 2 0 2 2 2
split_gain=0.0114488 0.0818203 0.0234562 0.0228853 0.128417 0.0819283 0.0410556 0.0540947 0.0466176 0.0173296 0.0202006 0.0449518 0.0137537 0.0255936 0.0149635 0.0624268 0.0296757 0.0418399 0.0208802 0.0366375 0.0126952 0.259074 0.0791216 0.12187 0.118033 0.150415 0.0732659 0.430747 0.193567 0.171468
threshold=0.61311038590000011 0.45824975300000009 0.58454836680000011 0.58388970390000006 41.772405911750006 47.309807198350008 0.58887458460000019 0.59751205050000011 0.47289003325000006 0.45736654595000009 0.46187239905000005 0.48691655940000006 0.45932756505000005 0.47634801355000006 40.767054867700004 45.044778924400006 46.095286511800005 0.66718062335000017 40.722669576350008 0.62376874945000005 0.45107930900000009 0.5619592227500001 39.476991512000005 0.57403969940000021 0.56345618395000019 42.477827694800006 0.57212358910000016 40.94178426300001 40.806664626150003 40.371455563000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 20 -5 6 -6 -8 -9 -7 -11 -12 -3 -14 18 -16 -17 -18 19 -15 26 -22 -23 24 -24 -26 -1 28 29 -28
right_child=1 2 -4 4 5 9 7 8 -10 10 11 -13 13 14 15 16 17 -19 -20 -21 21 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00034159022815797159 -0.10307270734111246 0.066226764029158294 -0.10148775229755025 -0.10126083021408366 0.045274220862523362 0.089957508438771205 -0.043500248689815543 -0.020091408371681902 0.07051330256536853 0.077661357940621206 0.099271386171914888 -0.10126041314307321 -0.10064742408390692 0.05320902998951408 -0.10144306355208439 0.05048677698166501 -0.030714593181357348 0.046802745632843937 0.087410804669169548 -0.10048858127846208 -0.073730298470254182 0.017590459090384508 0.0032534336173649335 0.018128332795771536 -0.11804099513375013 -0.023623964769846073 0.051642396171275522 -0.10469946565355132 0.10414625811061243 -0.11794277312786441
leaf_weight=126.96191721890989 0.087702617927075788 0.032407803902458454 0.022338573674776541 0.086930672215543181 0.19191413308726624 0.17752176118074203 0.23409180889302661 0.11410576972411945 0.11304696998649888 0.057547479053027928 0.020208718553476501 0.025016024470460252 0.024565309518088441 0.045574406959190128 0.058198426870944786 0.12304190033319173 0.22845379521822906 0.10015529654810962 0.046807184582576156 0.023509844535459123 0.49342963789672367 1.9615789004191695 0.64220205004676267 0.94573937272934916 0.25256004216498695 0.50833475621766411 0.13141517737744735 0.40128752595819606 0.22226613014936447 0.10913659632205963
leaf_count=3262 21 5 115 157 6 16 31 10 50 6 3 39 34 29 174 6 54 39 2 169 29 91 15 67 30 67 46 56 2 2
internal_value=-1.8775e-06 -0.0119838 -0.000653101 6.9194e-05 0.0149879 0.025814 0.00640653 -0.0097655 0.0249998 0.0710384 0.0383589 -0.0116526 0.00264623 -0.000522281 0.00340843 -0.00396423 0.00859661 -0.00708843 0.0358435 0.000904679 -4.55829e-05 -0.00509236 0.00276488 -0.00961637 -0.0283173 -0.0549633 0.000144081 -0.0288757 0.0368674 -0.0252972
internal_weight=134.443 0.792755 0.705053 133.65 1.02038 0.933453 0.653159 0.461245 0.227153 0.280294 0.102772 0.0452247 0.682714 0.650306 0.625741 0.509849 0.451651 0.328609 0.115891 0.0690843 132.63 4.80384 4.31042 2.34884 1.4031 0.760895 127.826 0.864105 0.462818 0.240552
internal_count=4633 648 627 3985 318 161 97 91 60 64 48 42 512 507 473 273 99 93 200 198 3667 299 270 179 112 97 3368 106 50 48
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 2 0 1 0 2 0 2 2 1 0 0 0 1 0 0 1 2 0 0 2 0 0 1 1 0
split_gain=0.0113564 0.344106 0.125102 0.137167 0.125566 0.955042 0.217932 0.196946 0.10493 0.204487 0.169149 0.229291 0.0940749 0.0784287 0.112001 0.358028 0.0840379 0.07145 0.0630735 0.20648 0.0680089 0.0624834 0.493952 0.471018 0.153589 0.269195 0.443564 0.307 0.248401 0.169122
threshold=0.34708541665000009 0.3465914194000001 0.34900152690000003 0.35027394390000005 0.35585760905000008 42.320906304050006 0.49194634890000005 0.35799826355000003 0.48458129995000004 41.444941515100005 0.48368312325000012 42.720329370750001 42.206017975500011 0.3584174126500001 0.48735067810000005 0.48119816770000007 0.47880302985000006 0.34494476210000008 0.49820364660000011 0.49877249185000011 0.36510882910000009 35.887362732750006 0.50035927070000008 0.50035927070000008 36.772607578000013 0.50730517050000012 0.5218855723000001 0.39736834230000012 0.3975479776000001 0.50218556330000019
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 5 6 -5 -6 10 17 -1 -12 -11 -9 15 16 -15 -10 20 -20 -16 23 -23 -21 25 -24 -27 -28 -29 -26
right_child=2 -3 3 4 7 -7 -8 13 9 12 11 -13 -14 14 18 -17 -18 -19 19 21 -22 22 24 -25 29 26 27 28 -30 -31
leaf_value=-0.00030186987811419493 0.017464278321728973 -0.049471346255520826 -0.040331890290789013 0.023545183174236109 -0.055397023472557129 -0.073241751602581825 0.1022518499725048 0.041419872264860845 0.018292863010804929 -0.014426947668310467 -0.065881013854068679 0.0038991681244416802 0.013023049620373765 -0.0045673181937548081 0.042983988547170185 -0.12318304627185604 0.10172108588317802 0.053841793571863167 -0.051709737511530268 0.10280233214287454 -0.004711038438953874 -0.07232682024600981 -0.11538821880164961 -0.00043745657315595642 0.051846147334709491 0.084141731271633019 -0.11177227396297018 0.10603120996954679 -0.10183250882693784 0.0010526561418145589
leaf_weight=54.771518960399561 4.2725540488913785 1.4295198181644071 0.84075308273435823 0.59618973966098499 0.64668867850518452 0.68469112755292361 0.8582322655711323 0.45550160018501529 1.1101284287869924 2.3459938075393438 0.93610751628875621 0.94753218535333872 2.6687939942348748 0.38970137225189105 0.70407373923808225 0.3018546084413174 0.091937568038702011 1.1522206636145709 0.76823444291949172 0.5050750687951221 0.51959528104805486 0.93873815477763756 0.30464336276054271 3.5341574806734917 0.66408620574293209 0.34214909642469138 0.39351092209108174 0.1577041894197464 0.090471415814363354 50.81146368516147
leaf_count=1298 34 17 17 25 35 17 26 16 6 23 20 20 23 130 16 17 2 36 13 10 33 16 5 329 20 8 15 1 79 2326
internal_value=-4.02991e-06 -0.000948197 0.000892016 -0.000204059 0.000325086 0.0241433 0.0699888 -0.000501759 0.000136775 0.0114407 -0.00131517 -0.0307793 0.000181524 8.04688e-05 -0.000230684 -0.0377939 0.0157215 0.036398 0.00026201 -0.000207916 0.0227317 0.000477296 -0.000424873 0.0124719 0.000854353 -0.0332471 -0.00781224 -0.0568424 0.0302553 0.00170794
internal_weight=134.234 65.3618 68.872 64.5995 63.7587 2.13911 1.45442 61.6196 63.9323 7.27714 56.6552 1.88364 5.01479 60.9729 60.5174 0.783494 0.481639 2.26235 59.7339 58.5102 1.22367 57.742 53.7028 4.03923 52.764 1.28848 0.983836 0.641687 0.248176 51.4755
internal_count=4633 1443 3190 3156 3139 68 51 3071 1426 88 1338 40 46 3036 3020 149 132 42 2871 2822 49 2809 2470 339 2454 108 103 95 80 2346
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 2 0 1 1 2 1 1 1 2 2 0 1 2 0 0 1 1 1 0 0 0 1 1 0 1
split_gain=0.0110408 0.0603529 0.0438115 0.0507067 0.0355943 0.0572092 0.0509339 0.0477981 0.037171 0.0300548 0.0733653 0.0701049 0.0285369 0.0247521 0.0655805 0.140242 0.0617963 0.0737293 0.0202626 0.091271 0.0506406 0.0513241 0.0434337 0.0185093 0.0598121 0.0262357 0.0224661 0.0188342 0.0290004 0.0291668
threshold=0.46551001470000003 0.56685428580000019 0.45736654595000009 46.324972967950011 38.983591653800012 37.232443001650005 0.57927906350000014 0.4690129038000001 0.47407263255000004 41.808689985400001 0.47941678395000004 0.4830394299500001 0.4529056016000001 42.620627117000005 42.876019054300009 0.60134427115000011 0.46280051495000007 42.388109226950007 0.58035687555000015 0.59751205050000011 0.49041944850000008 0.49585341755000006 0.4985778869000001 0.66718062335000017 0.65010029640000011 0.66977036620000019 0.58454836680000011 0.51869704500000013 0.63013083440000017 0.50634711535000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 13 5 -3 -6 -8 -9 10 -10 -11 -1 16 -15 -16 17 -4 -13 -20 -21 -22 -23 24 27 -25 -27 28 29 -24
right_child=1 4 3 -5 6 -7 7 8 9 11 -12 18 -14 14 15 -17 -18 -19 19 20 21 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=6.7528458358281663e-05 -0.10205643548114599 -0.10053087295608312 -0.10145716492403906 -0.033512498414141223 -0.10170901736895821 0.075854070439119001 -0.10396619224501275 0.065994854564075944 0.065014024986417548 -0.10143871270061816 -0.10071323887191874 0.039387233080557499 -0.017742042278056803 0.10519206982117915 -0.10378786691099302 0.10138758266692401 0.046861537378473365 0.030250398943606621 -0.10210998524312198 0.078000576582115219 -0.10221748518317451 0.076560533232872985 0.051386674367319855 0.093418844900007666 -0.10430708799331839 0.021072364553833225 -0.10135785695052889 0.056829707406802168 -0.10227641828437944 -0.10027413876404895
leaf_weight=130.71138793971801 0.066264045348359057 0.02220017792824247 0.077016367929671925 0.13656816633010749 0.05725571101834237 0.10709412797272932 0.046698403726622817 0.077686338589046278 0.13591307440947276 0.082195289138326189 0.033245765699916774 0.09376713982783258 0.9059389998478754 0.13793691992759705 0.06170442983693647 0.072406066581606865 0.29084598062036093 0.094844771781936288 0.092640138248953008 0.081435403683826735 0.050935553488670848 0.068990716987173073 0.055192237759911222 0.035552109658965492 0.069465566378767107 0.059069341059853286 0.020084510515800957 0.051558644458054914 0.028797059187127161 0.016463125325572037
leaf_count=3462 13 230 44 17 13 65 24 20 9 20 144 20 72 1 66 2 15 3 52 10 9 9 19 5 35 45 57 51 11 90
internal_value=1.13396e-06 -0.00898815 9.29007e-05 0.0224426 -0.00419349 0.0455683 -0.00975462 -0.00496698 -0.000576535 -0.00587917 0.0324427 -0.0139205 -5.50571e-05 0.0328429 0.0567797 0.00698607 0.0187694 -0.0287719 -0.00398392 -0.0104373 0.00536158 -0.00760766 0.00428602 -0.010546 -0.0274324 0.0220585 -0.0099931 0.00769761 -0.0175201 0.016542
internal_weight=133.841 1.3525 132.489 0.871323 1.28624 0.129294 1.15695 1.09969 1.05299 0.975306 0.169159 0.806147 131.617 0.734755 0.272047 0.13411 0.462707 0.171861 0.723952 0.630184 0.537544 0.456109 0.405173 0.336183 0.221477 0.114706 0.0791539 0.152011 0.100452 0.0716554
internal_count=4633 951 3682 148 938 295 643 630 606 586 153 433 3534 131 69 68 62 47 413 393 341 331 322 313 206 107 102 171 120 109
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 1 0 0 1 2 1 1 0 1 0 1 0 1 2 1 1 1 2 2 2 0 2 2 2 2
split_gain=0.0108806 0.119935 0.0813803 0.297038 0.070034 0.175987 0.0367942 0.043175 0.339338 0.169584 0.11411 0.222302 0.102548 0.342052 0.117796 0.0843734 0.0689239 0.0627801 0.177084 0.0946949 0.0682949 0.145487 0.0566504 0.0544379 0.0509338 0.0391771 0.190839 0.0390287 0.0486451 0.0534509
threshold=43.735142172100005 43.663128814500006 43.477771593600004 0.48654231910000006 43.930205408700004 0.39591628995000006 0.39587138110000003 0.47976108500000009 0.34524415440000006 44.131787411600008 0.34566330350000002 0.3465914194000001 0.50947576420000018 0.38772791230000009 0.52366695610000014 0.39170982905000007 0.5276039639500002 0.4172030777500001 48.96897326980001 0.41861022125000008 0.43593006200000012 0.43694799560000003 44.749265482150008 45.044778924400006 48.823707093150006 0.50386215985000016 44.026978245600006 48.109449608500007 45.205561619650005 47.079243513300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -9 -8 -10 -12 25 -14 -15 -16 -17 18 -18 -19 -21 -22 -23 -11 27 26 -13 28 -25 -30
right_child=4 -3 3 -5 6 -7 7 8 10 23 11 12 13 14 15 16 17 19 -20 20 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00029174005055610609 0.039516511509395454 -0.038695715540489506 0.075093601096742776 -0.025968404524674089 -0.051269035637133087 -0.010257615989723544 0.055576045051552392 -0.11436245114453647 0.10374475952852757 -0.027082670122184807 -0.11899765745993117 0.10436806819863709 -0.1103641387716145 -0.11242366143077816 0.070482973887193531 0.085428631131888297 -0.10177358676576598 0.097065205059238574 0.055751625871319301 -0.064096607914248038 0.10209297238028583 -0.10114677781866893 0.0017147259571849206 0.01341617411024402 -0.0053070277171931865 0.071793452377480874 -0.043286615570682099 0.028463858987585841 -0.10257045092426847 0.005294848234593503
leaf_weight=119.02076478987767 1.540430597312713 0.80779288562214802 0.60201264247173358 0.56263043985563854 0.14468899495031351 1.3182409405744691 0.59416887984843736 0.28169927484850665 0.10228165239095721 0.68454546636348812 0.15880517661571536 0.15160944503441021 0.28194018806789278 0.081191627893183571 0.21059677952143863 0.099458836602139278 0.18757679550981299 0.1105414573685265 0.11518754767169526 0.14494183042052089 0.14742366834423126 0.055886093989101826 1.2767003367301013 0.54915759717550816 2.794109044734796 0.23284139961560868 0.20711147629822335 1.0673155197873709 0.087547137001820374 0.096664505370426923
leaf_count=3365 37 16 28 36 41 39 14 9 1 35 2 4 56 26 8 44 116 7 42 27 5 133 317 4 53 13 40 18 85 12
internal_value=6.14718e-08 -0.000292451 -3.4334e-05 0.0262713 0.00278187 0.0165638 -0.00121225 -0.000467069 -0.00870379 0.00492609 -0.000352733 -0.00342837 0.00212809 -0.00610207 0.00599737 0.0100917 0.00414228 0.000175833 -0.0418427 0.00750614 0.00141366 0.00782928 -0.00259909 -0.000774367 0.00314512 0.0398513 0.019118 0.0162603 -0.00150038 -0.0459685
internal_weight=133.716 120.993 120.185 1.16464 12.7227 2.85867 9.86399 9.7193 3.84579 5.87351 3.56409 3.46181 3.30301 2.71145 2.4295 2.34831 2.13772 2.03826 0.302764 1.73549 1.62495 1.48001 1.33259 5.27934 4.59479 0.591562 0.358721 1.80068 0.733369 0.184212
internal_count=4633 3445 3429 64 1188 76 1112 1071 850 221 841 840 838 781 725 699 691 647 158 489 482 455 450 207 172 57 44 119 101 97
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 0 1 2 0 2 1 1 2 1 2 1 1 1 1 0 2 0 0 1 2 0 2 1 1 2
split_gain=0.0118435 0.4152 0.100559 0.105695 0.0706729 0.10578 0.0591631 0.0604164 0.337969 0.409435 0.272665 0.205613 0.473992 0.292295 0.457733 0.374064 0.262598 0.0882679 0.0874128 0.513582 0.0845516 0.138741 0.0892579 0.369241 0.115773 0.102621 0.16349 0.154611 0.120184 0.176623
threshold=0.47938684470000009 0.47905751325000007 0.47880302985000006 0.47847369840000004 0.34446573455000007 0.47961138885000004 0.3447052483500001 42.844429421150004 0.48149755995000004 43.022303514600004 0.36994401365000007 0.34560342505000002 40.21994457600001 0.34515433670000012 41.489621506400006 0.34536391125000004 0.34566330350000002 0.34569324270000007 0.3453339720000001 0.48634771415000005 43.084051236300006 0.48847339900000003 0.51657136015000005 0.38334181610000007 43.276780833950006 0.49688632075000011 43.521589032450009 0.36166581840000006 0.37043801085000005 48.109449608500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -9 10 -10 12 -8 -14 15 -15 -13 -18 -11 -20 -21 -22 25 -24 -25 -23 -27 -28 -29 -30
right_child=4 -3 -4 -5 5 6 7 8 9 18 -12 16 13 14 -16 -17 17 -19 19 20 21 22 23 24 -26 26 27 28 29 -31
leaf_value=-0.00022314731146030003 -0.032161015142742763 -0.093379199669548024 0.023392621632005357 -0.0287560512549015 0.022367797837459149 0.015370570369088607 0.02227526488797172 0.033001060771092133 -0.1195738236194277 0.030652192146995563 0.0014391005607901567 0.054149127211208126 -0.049756954359317485 0.036238630908443259 -0.050235058739128903 -0.025297115424220321 -0.027341996087603234 0.00053949377601173896 -0.11999141432555281 0.052002099565576644 -0.053670367267508394 0.0024363906986127441 -0.11662077967901095 -0.063689055872097361 0.0056068857211465624 0.062867922890502012 -0.066124884896768529 0.092581649271586505 -0.10227270893706802 0.056049758867688419
leaf_weight=23.636351389770734 0.65934928411296212 0.48686445233761233 1.6929797854263586 1.3737098630808748 2.2020726483315363 2.5142973214387743 2.8369963569566741 3.4885194723028645 0.47624459955841203 1.0063583087176073 0.30571931538759145 0.91002284083515306 3.0535473772324604 2.1517108520492916 2.0441582291387022 1.8263029688969252 1.1539249531924713 70.948653120659102 0.34617312252521415 0.35198443437002325 0.42650266529926639 2.291225164062324 0.27431739877647476 0.25305433845733194 5.102160934654254 0.93030447885394074 0.23996859238104662 0.19559246022254229 0.11928727548365714 0.1721569670644385
leaf_count=1111 10 12 18 44 39 22 20 30 18 9 38 4 31 24 33 28 7 2098 5 10 19 20 35 35 826 18 10 3 45 11
internal_value=5.56358e-08 -0.00186233 -0.000193747 -0.00179035 0.000476513 0.000680255 0.000218469 -0.000159083 0.00548193 -0.00220365 -0.0722622 -0.0012205 -0.013402 -0.0245544 -0.0117754 0.00798762 0.000767028 9.32802e-05 0.00247505 -0.000174401 0.00383054 0.00213575 0.00462075 -0.00346399 0.00233239 0.0161474 0.0351028 -0.000426543 0.0319438 -0.00875116
internal_weight=133.471 27.1899 26.703 25.0101 106.281 105.621 103.419 100.905 15.9796 12.4911 0.781964 84.9253 11.9127 9.07572 6.02217 3.97801 73.0126 72.1026 11.7091 10.7027 10.3566 10.0046 9.57807 5.62953 5.35522 3.94853 1.65731 0.727005 0.487037 0.291444
internal_count=4633 1185 1173 1155 3448 3438 3399 3377 1132 1102 56 2245 136 116 85 52 2109 2105 1046 1037 1032 1022 1003 896 861 107 87 69 59 56
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 1 0 0 0 0 0 2 2 1 1 0 0 1 1 0 0 0 0 1 0 2 0 2 1
split_gain=0.0115975 0.203786 0.100976 0.355137 0.290764 0.246132 0.14272 0.396337 0.177953 0.264964 0.15853 0.0786417 0.37834 0.256006 0.191362 0.10499 0.0706169 0.0849919 0.212659 0.0597712 0.346007 0.445038 0.065937 0.101914 0.104739 0.136471 0.154705 0.0619911 0.140477 0.0594203
threshold=0.48185683060000012 0.34458549145000011 0.34584293880000011 0.34608245260000009 0.34569324270000007 0.48149755995000004 0.3453339720000001 0.48032993025000009 0.47787491390000009 0.47721625100000004 0.47976108500000009 0.47847369840000004 42.876019054300009 42.154118731400011 0.35799826355000003 0.36166581840000006 0.47943175355000006 0.47847369840000004 0.34515433670000012 0.34512439750000007 0.47774018740000007 0.47709649410000005 0.47774018740000007 0.47736594710000008 0.34506451900000007 0.47642286160000008 43.022303514600004 0.47697673720000006 43.968221017800005 0.3465914194000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 10 8 9 -8 16 13 -13 29 -15 -16 17 19 -19 22 21 27 23 24 25 -1 -27 28 -21 -5
right_child=1 -3 3 11 -6 -7 7 -9 -10 -11 -12 12 -14 14 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0015872319561899364 0.045706188926705284 0.00014824053554479574 -0.04825871334536963 0.10199257991518838 0.033163176894616828 -0.043154437949592936 -0.0059409715666255726 0.043136803060586877 -0.011478242203670656 0.071623890822563582 -0.022406802879195185 -0.029095970280883163 0.077954708270791775 -0.10504696569802963 0.09087740841649912 -0.032052710607984564 0.01966727182306548 -0.06207831765642749 0.016264320816039554 -0.10199076803114987 0.0056669505390627229 -0.12241426460775549 -0.021408402760520844 0.021835878579794878 0.030227613166247242 -0.059931336629024085 0.0019130122205654101 0.075160662666394221 0.099362012247913481 0.021384519188448255
leaf_weight=9.3897239784489006 0.99293152568861742 87.988207635097211 1.8907620603058566 0.15637103840708755 2.5124790233821832 1.3976049907505501 1.1212602481152965 2.6271449793130159 5.3514428722555749 0.72528976574540127 4.0600567492401742 0.6403716779877866 0.68148168455809355 0.31319493876458182 0.097649701459886273 0.24079534189871765 1.5514643019996572 0.75819671507633646 0.63808735506609082 0.081954224507270523 2.5143840475939214 0.54108599747996777 1.1297529246658076 2.5484131881967178 1.0356438746675856 0.83154564286815069 0.78759890907349472 0.15112234698608518 0.060027684085071087 0.22026269693216971
leaf_count=593 10 3250 29 3 34 12 41 30 62 8 36 43 8 20 70 26 15 32 10 109 15 10 19 16 8 28 14 7 2 73
internal_value=-3.55196e-07 0.000656617 -0.00132729 -0.0159963 0.000235211 -0.00198267 -0.000380016 0.00989179 -0.00224208 0.024525 -0.00424986 0.00995997 0.026094 -0.0107805 -0.0487143 0.00341565 -0.000901924 -0.00246109 -0.0262765 -0.000717468 -0.0128483 -0.0686562 0.00186612 0.00366798 -0.000176034 -0.00303621 -0.0298485 0.0305842 -0.016862 0.0548514
internal_weight=133.036 88.9811 44.0552 4.24089 39.8143 37.3018 35.9042 9.82514 7.19799 1.84655 26.0791 2.35013 1.32185 1.02827 0.65164 0.338445 22.019 20.4675 1.39628 19.0713 3.34857 0.83419 15.7227 14.5929 12.0445 11.0089 1.61914 0.293104 0.141982 0.376634
internal_count=4633 3260 1373 272 1101 1067 1055 141 111 49 914 243 51 192 116 96 878 863 42 821 143 128 678 659 643 635 42 118 111 76
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 2 0 0 1 2 2 2 0 1 1 2 0 0 1 1 1 2 0 2 0 0 1 0 0 2
split_gain=0.0108618 0.0531771 0.11861 0.125843 0.0634159 0.0269243 0.181534 0.0574907 0.083986 0.136857 0.122636 0.0764211 0.046143 0.0453911 0.071007 0.054527 0.0200692 0.191389 0.0758678 0.0602958 0.220304 0.128128 0.43407 0.179389 0.271041 0.126554 0.0687342 0.135523 0.055733 0.0548079
threshold=49.292797572200008 0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 48.823707093150006 0.42615490555000007 0.41160444300000004 0.33894194785000004 41.909642283050012 39.476991512000005 37.572218886150004 0.51809826055000008 0.34377713240000007 0.34422622080000004 38.751720283100006 0.47787491390000009 0.47868327295000007 0.34521421515000011 0.34458549145000011 0.3447052483500001 40.250747516500006 0.47500074850000013 40.806664626150003 0.47757552170000012 0.47673722340000008 0.34545372890000009 0.47757552170000012 0.47905751325000007 42.759119507950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -3 9 10 11 -9 -8 15 -15 -10 19 18 -18 -16 -21 22 -22 24 -23 29 -27 -28 -19 -25
right_child=-2 5 -4 -5 -6 6 12 8 13 -11 -12 -13 -14 14 16 -17 17 28 -20 20 21 23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.10076937931128455 -0.0078572234025911548 0.022590690209307363 0.062295092231563626 -0.084212028013823562 0.085778366527667391 -0.064865553796023198 0.029082355608345978 -0.0096834811313370964 0.00036036795964370782 -0.10241826730976702 0.02565572920950315 -0.10676305433434041 -0.013887083972199496 -0.030647944773458349 0.025291200441055036 0.029481423881197538 -0.041274839099828702 0.01474750150702462 -0.012202472087232321 -0.059435604131426838 0.077189323688812511 0.10498601476315339 -0.10955615969579256 -0.01182873407482754 -0.0022068337144443054 0.014311238625708626 -0.038980247345840296 0.027048227245603268 9.1864700352466654e-05 -0.055487689845761107
leaf_weight=0.022238896367865801 1.7348304416389044 1.1282598178259764 0.4061007337004412 0.1505305958316967 0.10091188459773548 0.46928196586668391 0.57275398448109605 0.16970469957233447 1.4589160912893384 0.20340577923343517 0.42207282762683462 0.15528763005067958 0.44336740640756034 0.75797230890020628 1.1951161782639506 1.1496658505930097 1.318157537432852 2.6605051190126678 2.8136383286910132 0.55993736576056008 0.194557352700932 0.45247581524154057 0.3455080424901098 1.2979275339348513 0.49279091507196426 5.3410430857766187 0.74676830030512042 0.53251072391867638 105.05738489335143 0.36936702562664425
leaf_count=132 314 76 12 45 13 13 10 38 26 55 39 27 38 17 16 25 24 43 46 9 75 66 16 82 2 60 35 17 3118 144
internal_value=3.56762e-06 0.000107677 0.0280041 -0.0228785 0.0520911 -3.78502e-05 -0.0134242 0.000116502 -8.20714e-05 -0.0296971 -0.00989703 -0.05607 0.0103334 0.000140015 -0.000134316 0.0131947 5.31447e-05 -0.00035631 -0.0214774 0.00402586 0.00156628 0.00506136 -0.0422815 0.00783062 0.0491037 0.0031231 0.0093245 -0.0114953 0.000453842 -0.0215008
internal_weight=132.723 130.988 0.679782 0.273681 0.123151 130.308 1.4854 128.823 127.695 0.950471 0.747065 0.324992 1.01612 126.744 124.136 2.60858 123.378 111.85 4.1318 11.528 10.3329 9.77295 0.540065 9.23288 0.945267 8.28762 6.62032 1.27928 107.718 1.66729
internal_count=4633 4319 202 190 145 4117 61 4056 3980 159 104 65 48 3821 3770 51 3753 3231 70 522 506 497 91 406 68 338 112 52 3161 226
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 0 2 1 0 0 1 1 2 1 2 1 1 0 2 2 2 2 0 0 1 2 1 1 1 2
split_gain=0.0102451 0.0928005 0.0569416 0.0859761 0.0357819 0.0284174 0.0975609 0.0788126 0.0603155 0.101019 0.020607 0.0142368 0.0273481 0.0263832 0.0498072 0.0197418 0.0295326 0.0188612 0.0188015 0.0122939 0.22384 0.49692 0.200099 0.125493 0.226859 0.0845499 0.248972 0.527813 0.328845 0.0673669
threshold=0.59930840395000018 0.45824975300000009 0.45932756505000005 0.60710757165000018 0.61311038590000011 0.58388970390000006 47.309807198350008 0.45932756505000005 0.58887458460000019 0.59751205050000011 0.47634801355000006 0.50056884525000012 48.109449608500007 0.49585341755000006 41.257948413050009 0.51869704500000013 0.52366695605000013 0.63013083440000017 45.044778924400006 41.444941515100005 41.542492784600007 41.559097512700014 0.47820424540000012 0.57161462230000015 0.45824975300000009 41.741384785950011 0.34530403280000005 0.34608245260000009 0.37043801085000005 41.362929270750008
decision_type=2 2 2 2 2 2 2 2 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 19 7 -7 -9 -10 -6 13 17 14 -12 -14 -17 18 -13 29 22 -22 -21 25 -25 26 -23 -28 -29 -1
right_child=1 2 3 4 10 6 -8 8 9 -11 11 12 15 -15 -16 16 -18 -19 -20 20 21 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00020597737604515821 -0.10254443503201827 0.085935037114990884 -0.10252661586714795 0.072154561566055764 -0.10056721933251273 -0.047643639945705175 0.072874185820252319 0.074344570860397752 -0.10129657383868132 0.099676092975444205 0.046968061523163906 -0.10006699911363565 -0.03285650580544499 0.054028222001133212 -0.052516717058268131 0.1013364532464805 -0.0067888516873883063 -0.10144254145430616 0.10037549193420786 -0.0034736885041748069 0.10377192770134601 0.014016997068258971 -0.061589666910944002 -0.1042545051547486 0.013541606690967063 0.00072181785646232676 -0.13403339179311785 0.097565861074115579 -0.048160103245352928 0.016074561408252416
leaf_weight=74.39537240430019 0.097909518786915117 0.07113966059773702 0.084816098026180953 0.069668096443393779 0.021115400987106625 0.23296633914372833 0.23440194121531022 0.14727984470971478 0.06552359027239163 0.040451745950463192 0.093068142738520265 0.0081688827786479123 0.090105357030552113 0.10987145524222797 0.10957407949899789 0.038258522748947144 0.074354491135181888 0.051807410114116159 0.010955862700939178 1.2414217705372643 0.45904986886307497 1.1391349971847824 1.133311744459206 0.32098193333058489 0.33321214780835362 47.906203556296312 0.46488769352436043 0.24281944788526744 0.42744595647945971 2.7750808179907827
leaf_count=1688 43 6 85 50 34 40 38 16 57 9 32 105 23 22 19 1 62 323 1 13 17 20 33 57 50 1694 8 26 28 33
internal_value=3.35473e-06 -0.0104509 0.000374831 -0.00761547 0.00427613 7.73212e-05 0.019881 -0.00566645 0.0329478 -0.0245835 -0.00351099 -1.47364e-05 -0.0166693 0.0145687 -0.00682602 0.00203067 0.029945 -0.0701122 0.0147591 -3.17517e-05 -0.00119411 0.000195468 -0.0312088 -0.000739853 -0.0442553 -0.00017255 -0.0190117 -0.0521563 0.00463256 0.000776618
internal_weight=132.49 0.930813 0.832903 0.761764 0.676948 131.56 0.720623 0.486222 0.253255 0.105975 0.60728 0.586164 0.273651 0.312514 0.202642 0.202718 0.112613 0.0709322 0.0191247 130.839 53.6685 51.2937 2.37473 50.8347 0.654194 50.1805 2.27429 1.13515 0.670265 77.1705
internal_count=4633 806 763 757 672 3827 160 122 82 66 622 588 515 73 51 86 63 429 106 3667 1946 1900 46 1883 107 1776 82 62 54 1721
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 0 1 1 1 0 1 2 1 1 0 0 1 0 0 0 1 1 1 1 1 1 2 2 0 1
split_gain=0.0119059 0.155064 0.214243 0.130087 0.231594 0.200308 0.125412 0.316148 0.115298 0.124044 0.163611 0.108862 0.106454 0.0712823 0.558719 0.0799275 0.236714 0.125796 0.162003 0.122229 0.0985197 0.0697786 0.100266 0.0804542 0.0795849 0.185133 0.978341 0.0982529 0.423815 0.267256
threshold=0.48458129995000004 0.48368312325000012 42.720329370750001 0.34708541665000009 0.35585760905000008 0.47976108500000009 0.34587287805000005 0.34530403280000005 0.34614233110000009 0.48847339900000003 0.34708541665000009 40.806664626150003 0.34626208795000007 0.34900152690000003 0.49194634890000005 0.49688632075000011 0.35585760905000008 0.49820364660000011 0.49877249185000011 0.50101793360000013 0.35331277505000008 0.36510882910000009 0.36551300860000008 0.36880632320000012 0.37227927305000003 0.37644082515000005 37.892416320650007 38.621016321050007 0.5195503128500002 0.38045268105000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 12 -5 -6 7 -2 -8 11 -11 -10 -1 -12 -15 20 19 -18 -19 -17 -16 -20 -23 -24 -25 26 -26 28 -27 -29
right_child=6 2 -4 4 5 -7 8 -9 9 10 13 -13 -14 14 15 16 17 18 21 -21 -22 22 23 24 25 27 -28 29 -30 -31
leaf_value=-0.00030272197963236318 -0.0060518220691743226 -0.063943199336885484 0.0048077119920954953 0.088624875330443248 0.02446710722937618 -0.10846390845552652 -0.038706041627600885 0.05054048797426676 0.045250347196461496 -0.028608576842110024 0.013349078551074251 0.0042251313784129208 -0.037056880361503751 -0.11289001584849501 0.0024777039303574056 0.075638747832115674 0.047164727879929334 -0.046172666559369795 -0.017198666674262009 0.012561543757359885 -0.051140756550116864 0.033616255354486861 -0.022136034983790898 0.01913536290394582 0.097949351658129721 -0.093481113340388305 -0.10355889705330452 0.051253244360657105 -0.0029143088189618775 0.0018496054576509103
leaf_weight=53.234256457733679 2.3260195318143806 0.91437947144731768 0.89880512189120054 0.45462114472269088 0.53854244777795834 0.14357741198546137 0.76702751591801543 1.7149254893884061 1.1164664617767805 2.0170477861538521 3.938757622614502 1.5375749764443751 0.7998812401201566 0.43937753682257508 0.70490907132625469 0.61758239846676477 0.5581440588202885 0.76761845964938302 2.2476617115426043 0.61127291235607117 0.6668822457971828 0.91429814079310645 1.5629990012121187 2.2859859681921071 0.35146774910390266 0.5451809894802836 0.76614097984565888 1.127675108378752 9.8906201506045903 37.777757947756754
leaf_count=1283 37 21 20 29 149 14 4 23 10 17 27 37 21 17 6 17 14 13 34 25 34 10 43 44 5 33 56 33 660 1897
internal_value=2.22604e-06 -0.00108818 -0.029863 -0.000142501 0.033336 -0.00351315 0.000827915 0.0179652 -0.00014454 0.000275327 -0.000554959 0.0214831 -0.000846803 0.000305339 -0.000525512 0.000278617 0.00082407 -8.38054e-05 -0.000536633 0.0442621 -0.0235884 7.29235e-05 0.000775915 0.000223032 0.000885603 5.88169e-05 -0.0401882 0.000970436 -0.00764565 0.00328157
internal_weight=132.237 56.9841 1.81318 55.1709 1.13674 0.68212 75.2534 4.04095 71.2124 70.4454 67.7914 2.65404 54.0341 65.7743 61.8356 61.3962 60.0244 58.7956 58.2374 1.22886 1.37179 57.4698 55.2221 54.3078 52.7448 50.4588 1.11761 49.3412 10.4358 38.9054
internal_count=4633 1537 41 1496 192 163 3096 60 3036 3032 2985 47 1304 2968 2941 2924 2884 2842 2828 42 40 2815 2781 2771 2728 2684 61 2623 693 1930
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 0 1 2 2 0 0 2 2 2 1 0 1 2 2 0 0 2 2 0 1 0 2 1 0 2
split_gain=0.0136973 0.243916 0.204474 0.0942328 0.0242433 0.0309281 0.0227895 0.0201216 0.0140287 0.0150212 0.0128145 0.0107388 0.0312804 0.0474314 0.214346 0.439589 0.0442279 0.0184702 0.134467 0.112176 0.0687022 0.0535466 0.0261481 0.163093 0.134938 0.0863483 0.0522414 0.0962552 0.296745 0.0692707
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 34.515670600900002 0.38906020780000011 0.54413041525000005 0.31100865245000009 34.214889417600013 33.361153777850006 0.56748300950000019 0.56915960600000015 35.374259656300005 35.887362732750006 36.377496227400009 0.39019789825000006 0.50730517050000012 0.38772791230000009 36.859113051050009 36.558960102350007 0.50452082270000009 0.53017873715000008 37.041406607950009 37.765550062200006 0.52324780695000006 0.42209814075000007 0.54450465555000005 38.060777288450005 0.37407562650000009 0.52889135055000014 38.324118171300007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 -1 -8 9 -7 -11 -2 16 14 15 -14 -13 18 -15 -20 -21 -19 23 -23 -25 -26 27 -24 -29 -28
right_child=11 2 4 -5 5 8 7 -9 -10 10 -12 12 13 17 -16 -17 -18 21 19 20 -22 22 26 24 25 -27 29 28 -30 -31
leaf_value=0.10037026161268035 -0.0068539677870046436 0.10260140266533138 -0.0053734988444373629 -0.13983294155502662 0.056793478518607103 -0.10108610461646646 -0.062357058970977278 0.054465618545625955 -0.10070608155372121 0.091691371305856903 -0.1002279517697286 0.032595191682193318 -0.07055568730553248 0.05484515113665886 -0.10445042155144402 0.10474236919486808 -0.0015157262630944471 -0.021455479374165289 0.015617284296369133 -0.0089240933201952827 -0.095654998753159526 0.028048048610661555 0.0027471320713317836 -0.043686555010970816 0.035162913134912113 -0.013487298472665998 0.016864791703606167 -0.11222902250170166 0.016382707229835026 -0.00030340895994562643
leaf_weight=0.016156084835560303 2.3128593206090491 0.28251421090681084 0.63549999479437247 0.13133799773640931 0.15216618104022928 0.0089140041761766042 0.05430158906576743 0.020238939672708511 0.019297001163661065 0.017316020850557834 0.0043538487488827817 0.70627927542953617 0.31676579642953484 0.47673015786978012 0.2362836135841917 0.26085264980792999 0.82308173430445208 1.1660660963930229 0.6398270383260749 0.17648010887205601 0.18929681866588055 2.0682172852684735 0.98201973734830861 0.80416925367535474 0.63285201042890527 0.86140486451654397 2.3993105037166051 0.345325018526637 0.37336941917943989 114.76066025482386
leaf_count=2 37 6 23 3 13 18 102 16 72 2 147 28 39 18 55 4 28 38 9 4 41 44 15 21 2 62 71 20 34 3659
internal_value=2.74315e-06 0.0100536 0.0290346 -0.0856963 0.00421962 0.0343929 -0.00730094 -0.0306378 -0.033942 0.00818308 0.0531315 -0.000100598 2.12221e-05 -0.000150389 -0.0242133 0.00860896 0.0142371 5.20005e-06 0.0111018 -0.00963575 -0.0538091 -0.000127033 7.47925e-05 0.00767477 -0.0106579 0.00711718 -0.000204411 -0.0176049 -0.0454139 4.81774e-05
internal_weight=131.874 1.3421 1.12006 0.222035 0.837547 0.202047 0.0906966 0.0745405 0.0498809 0.0305839 0.0216699 130.532 128.219 126.69 0.813902 0.577618 1.52936 125.876 1.48233 1.0056 0.365777 124.393 123.227 4.36664 2.29843 1.49426 118.861 1.70071 0.718694 117.16
internal_count=4633 404 281 123 275 252 120 118 239 167 149 4229 4192 4136 98 43 56 4038 72 54 45 3966 3928 129 85 64 3799 69 54 3730
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 0 2 1 1 2 2 1 0 1 1 0 0 1 1 1 2 0 0 2 0 2 0 2 0 1
split_gain=0.0131307 0.103721 0.448729 0.286403 0.184866 0.0876741 0.0508642 0.0282708 0.0269463 0.0255089 0.0412562 0.194591 0.167994 0.0364555 0.015299 0.334074 0.498524 0.246164 0.237367 0.198571 0.119008 0.691541 0.22555 0.969371 0.291452 0.335736 0.214325 0.563598 0.269417 0.199456
threshold=35.119813570500007 0.49877249185000011 0.36551300860000008 0.36476452800000009 0.34007963835000005 0.54413041525000005 35.374259656300005 0.33894194785000004 0.31100865245000009 35.887362732750006 36.377496227400009 0.39019789825000006 0.5054040298000001 0.38772791230000009 0.38723391515000005 0.51809826055000008 0.52468488970000016 0.38906020780000011 0.39019789825000006 0.39048232090000007 37.140760352250005 0.53017873715000008 0.5261668812000001 39.065416244600009 0.52432561900000019 39.525197829750006 0.52812790035000023 41.404176814550006 0.53146612375000013 0.39591628995000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -3 -2 8 -1 13 11 12 -11 -8 15 -12 -17 -16 -19 -20 21 -21 23 -22 25 -25 27 -24 -28 -30
right_child=6 5 -4 -5 -6 -7 9 -9 -10 10 14 -13 -14 -15 17 16 -18 18 19 20 22 -23 26 24 -26 -27 28 -29 29 -31
leaf_value=0.10033493439420552 -0.024481923490017425 0.036909914606620832 -0.17979120611850594 0.10260400672695801 -0.12413632054069455 -0.0035113244904166961 0.029701334264266868 0.100428997024477 -0.068314281569805541 -0.05302318815886492 5.2555395253649872e-05 -0.10402379863473461 0.058566107616659473 -0.0013637332478428146 0.039805041658599244 -0.1233735182122831 -0.0021231793871236528 -0.039899332083778168 0.040834108154121584 0.096951152373070323 -0.1398929408911764 -0.10173944786265421 0.091323452607811981 -0.04248019701780606 -0.10462167972920862 0.054857016690714057 -0.04803341772988165 -0.066366329291634926 0.065235331768285706 0.00069103492612137022
leaf_weight=0.014623516239219092 0.85302876207458567 1.0999110418779312 0.1499816965078935 0.21814265102148056 0.15005574574494229 1.0477622974256062 0.69804117026978818 0.05488805437926203 0.026903597659440948 0.24515704415352857 81.415944678085211 0.21463041249467096 0.30000608786940575 0.82332411970764952 1.617504406342049 0.55012778570016851 0.88395789754576981 1.4364994570787519 1.2419664599437954 0.58580173061636642 0.60367643368454382 0.24989833102281978 0.77146586900926084 0.53947765752673138 0.20756228419408262 1.0326559279233682 1.1292194919274994 0.3209457648168268 0.48588944806851841 32.702601296168552
leaf_count=2 19 42 3 3 46 249 28 14 63 38 1768 55 5 28 25 32 30 29 15 12 27 67 32 7 59 109 117 106 39 1564
internal_value=2.12076e-06 0.00682404 -0.0293994 0.0191485 -0.054715 0.01719 -0.000144059 0.0533288 -0.0089255 1.80638e-05 -0.000136696 -0.0233688 0.00838498 0.0128897 3.64711e-06 -0.000790213 -0.0486359 0.00153588 3.73548e-05 0.00147622 0.00021082 0.037537 -0.000614545 -0.0303915 0.0067516 0.0214558 0.00138967 0.0449949 1.61804e-06 0.00163598
internal_weight=131.672 2.76227 0.614595 0.464614 0.246471 2.14767 128.909 0.0964152 0.0415271 128.056 126.535 0.759794 0.545163 1.52137 125.775 82.85 1.43409 42.9252 41.3077 39.8712 38.6292 0.8357 37.7935 2.38337 1.7797 1.57213 35.4101 1.09241 34.3177 33.1885
internal_count=4633 422 131 128 125 291 4211 79 65 4192 4136 98 43 56 4038 1830 62 2208 2183 2154 2139 79 2060 202 175 116 1858 138 1720 1603
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 1 0 0 0 1 0 1 0 2 2 2 1 2 0 0 0 0 0 2 2 0 0 2 2
split_gain=0.0123498 0.188486 0.0875674 0.27831 0.248764 0.195629 0.123864 0.325122 0.151835 0.224795 0.138787 0.283481 0.0751343 0.719039 0.254346 0.242576 0.181177 0.186955 0.672084 0.162073 0.186578 0.113495 0.221342 0.0922571 0.0732885 0.450793 0.367652 0.211454 0.174294 0.181035
threshold=0.48185683060000012 0.34458549145000011 0.34584293880000011 0.34608245260000009 0.34569324270000007 0.48149755995000004 0.3453339720000001 0.48032993025000009 0.47787491390000009 0.47709649410000005 0.34524415440000006 0.48001556840000009 0.3447651268000001 0.47976108500000009 40.21994457600001 39.525197829750006 41.362929270750008 0.34494476210000008 40.890797847750008 0.47847369840000004 0.47787491390000009 0.47811442770000007 0.47757552170000012 0.47642286160000008 42.876019054300009 42.154118731400011 0.48119816770000007 0.47943175355000006 43.321682097200004 43.521589032450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 10 8 9 -8 12 -12 13 19 15 -14 17 -16 21 20 23 22 -19 -1 25 27 28 -5 -26 -30
right_child=1 -3 3 24 -6 -7 7 -9 -10 -11 11 -13 14 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0017437216709052629 0.04439418895863663 0.00019164650804425477 -0.043302025408223824 0.065438935002691032 0.030920553388650213 -0.03854093302431625 -0.012848116616349171 0.039566076571274651 -0.010284029134446397 0.058149526703537957 -0.00010023788754112906 -0.069189974137034566 -0.006180744110597592 -0.1256336441205847 0.018069117172675828 0.07301948186780409 0.0097345091784875742 0.1057063577078427 -0.084565827975178184 -0.035805602303006737 0.054874242859627935 -0.017526634544143535 -0.0019478480588436256 -0.030020519979298551 -0.10571378964688807 -0.12180171540930651 0.11303456539198467 -0.044186370317035636 0.091127034360288781 -0.022483092007421292
leaf_weight=9.1654656924040179 0.97551881894469161 86.835176283120546 1.9027785893922544 0.51681680536365371 2.4514353825579738 1.4074132107198227 0.87380227512729447 2.5738099189475179 5.3662848898675293 0.91081962548196316 1.5562853955902931 0.96034347265958775 0.64784165419137341 0.49074671701600969 0.99283462063976768 0.95943674631416798 5.3265956541254127 0.31151017012962279 1.2992084519355556 1.2797453123002931 0.62476464943029064 0.6083258802536875 0.49362952262163162 1.015701512846136 0.15507973046700818 0.26957103181848652 0.34324077470228076 0.26677734301483724 0.20150613853547839 0.46145163747132756
leaf_count=551 10 3250 29 98 34 12 37 30 62 12 50 7 37 7 19 13 112 58 13 16 7 7 2 15 17 20 2 12 11 83
internal_value=4.82165e-07 0.000682708 -0.0013788 -0.0152541 7.42399e-05 -0.00197699 -0.000525646 0.00908875 -0.00188088 0.023387 -0.00415909 -0.0264648 -0.00174111 -0.00697358 0.004444 0.0410964 -0.00207837 -0.0190591 -0.032648 -0.00215531 0.00182989 0.015073 0.0397038 -0.00142517 0.00884629 -0.0102569 0.026171 0.0281166 -0.0102761 0.0120487
internal_weight=131.244 87.8107 43.4332 4.11722 39.316 36.8646 35.4572 9.72472 7.15091 1.78462 25.7324 2.51663 23.2158 12.5764 10.6394 1.60728 9.0321 3.70551 2.71267 12.0857 10.8059 1.41347 0.80514 10.1812 2.21444 1.05317 1.16128 0.783594 0.818038 0.662958
internal_count=4633 3260 1373 272 1101 1067 1055 141 111 49 914 57 857 596 261 50 211 99 80 589 573 67 60 566 243 130 113 110 111 94
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 1 0 1 0 0 0 0 0 1 1 2 2 0 1 2 1 0 2 0 2 2 2 0 0 1
split_gain=0.0162547 0.351864 0.08221 0.0757106 0.0646233 0.0496287 0.233814 0.210926 0.166061 0.138405 0.239902 0.146724 0.124376 0.192747 0.286842 0.120943 0.436976 0.20364 0.0488986 0.19495 0.136351 0.140621 0.0504021 0.250719 0.166049 0.565209 0.152687 0.224295 0.264832 0.146414
threshold=0.47938684470000009 0.47905751325000007 0.47880302985000006 0.47847369840000004 0.34560342505000002 0.34536391125000004 0.47961138885000004 0.34542378970000004 0.47976108500000009 0.48032993025000009 0.48077901860000011 0.48119816770000007 0.48265022005000008 0.34566330350000002 0.34575312120000007 42.844429421150004 41.489621506400006 0.48149755995000004 0.3459626957000001 41.542492784600007 0.34584293880000011 0.48847339900000003 43.813842866750008 0.49194634890000005 42.686561923500008 43.067541470150012 43.564719632750005 0.49067393190000008 0.51809826055000008 0.36880632320000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 -2 -9 -11 -12 -13 -14 -15 16 17 -10 19 -16 -21 -22 24 -24 -20 29 27 -27 -29 -26
right_child=5 -3 -4 4 -6 6 7 9 15 10 11 12 13 14 18 -17 -18 -19 22 20 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.00081190476843915954 0.029939469442359132 -0.089808889936545275 0.020946210240045629 -0.048137247550147387 -0.0040095003722170645 -0.071115002444848543 -0.043307357402673191 0.027243520234280671 -0.01184912988395288 -0.070453760199361393 0.027911509599811386 -0.015999126153364136 0.029384035057285415 -0.058627708906928436 -0.0092405856556204962 0.018871387521965193 -0.037865421610323316 0.022430976968146062 0.00068778982085135939 0.0032861804424920561 0.10393816824177673 0.02889058452465141 0.091362438115651506 0.003384828156493146 -0.11707105602139407 -0.048460563962514414 -0.029853116097459803 0.055817305838190535 -0.0085741212097611343 -0.044623325366645678
leaf_weight=23.095547620832985 2.405997470021247 0.45069037459324945 1.6453325957700133 0.64289633027146809 0.6859720969805494 0.46434544213116069 1.1089408101979632 1.9044937035068858 2.8600595369935018 0.4807687554275607 1.8933388683944929 4.724425375885402 2.2758978316560379 0.82964807050302525 2.1033037155866618 3.0241430066489547 2.7536895610392094 4.3971859030425549 61.13226864968766 0.75386983901262272 0.41855407599359729 0.61881077662110329 0.34950725617819145 4.4252965514956131 0.56018968659918644 0.528241312131286 1.3136772481029764 1.257848857843783 1.297677480486527 0.5556464363660325
leaf_count=1111 23 12 18 32 12 27 13 23 26 10 24 35 29 17 12 25 38 34 1946 4 59 3 16 861 13 6 41 23 75 65
internal_value=6.46763e-06 -0.0022044 -0.000689902 -0.0021474 -0.0253582 0.000567884 -0.000340123 3.10856e-05 0.00580131 0.000580821 -1.29531e-05 0.000385288 -0.000241527 0.000707787 -0.000149323 0.00134592 -0.00394825 0.00892129 0.000494859 0.0114065 0.0356508 0.0591706 -0.000100152 0.00982463 -0.000811211 -0.0174324 -0.0013037 0.0108583 0.0231198 -0.0809947
internal_weight=130.958 26.5204 26.0697 24.4244 1.32887 104.438 88.9968 88.5324 15.4411 87.4235 85.519 85.0382 83.1449 78.4204 76.1445 13.0351 10.0109 7.25725 75.3149 3.89454 1.79123 1.03736 71.4204 4.7748 66.6455 5.51328 4.39744 3.08377 2.55553 1.11584
internal_count=4633 1185 1173 1155 44 3448 3302 3275 146 3262 3239 3229 3205 3170 3141 123 98 60 3124 78 66 62 3046 877 2169 223 145 104 98 78
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 2 0 1 0 1 1 0 1 1 1 1 0 2 1 1 1 2 1 1 1 1 0 1 1
split_gain=0.0132796 0.0651942 0.0994164 0.0950856 0.193073 0.0588174 0.226322 0.161214 0.0714344 0.212484 0.0596252 0.0545873 0.0819842 0.0575572 0.0692319 0.0451172 0.0876008 0.0577551 0.05434 0.521927 0.517269 0.320625 0.146511 0.125307 0.271757 0.0784623 0.168714 0.140573 0.076012 0.1846
threshold=0.47938684470000009 0.35331277505000008 0.47396784530000008 0.3459626957000001 0.34626208795000007 0.47787491390000009 40.518963363600001 0.47847369840000004 0.34536391125000004 0.47697673720000006 0.34518427590000006 0.34446573455000007 0.47961138885000004 0.34479506600000004 0.34482500525000009 0.34491482290000003 0.34506451900000007 0.48001556840000009 43.735142172100005 0.34566330350000002 0.3465914194000001 0.37043801085000005 43.847983878700006 0.34542378970000004 0.34524415440000006 0.38512319990000005 0.38772791230000009 0.52366695610000014 0.34566330350000002 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 8 -7 -8 -1 -10 -9 -2 -13 -14 -15 -16 -17 -18 23 -20 -21 -22 -23 24 -19 -24 -27 -28 -25 -30
right_child=11 2 -4 4 -6 6 7 10 9 -11 -12 12 13 14 15 16 17 18 19 20 21 22 25 28 -26 26 27 -29 29 -31
leaf_value=-0.00093689458039696027 -0.028704170702951268 -0.024046390304866796 0.059055754753667013 -0.09559120744562552 0.0076394968760697905 0.0069871738187035487 -0.013994628730653809 -0.036666604037970466 -0.020136871375853928 0.04650650733845485 -0.085751660364453586 0.020207367120940633 0.012216806002368913 -0.033083768626610728 0.019251356482821926 -0.019646064959281312 0.022042537404790164 0.0089289866648558005 0.097691080791188947 -0.12130023538442099 0.074198400922641433 -0.076898458772592354 0.043793216875816741 0.013158370650342095 -0.036847891740911146 -0.11258173080049583 -0.10843882213042828 0.0054292738508115428 -0.037925903822444887 0.00022304219430373481
leaf_weight=16.243141879664311 0.63537145453301391 0.22228701910237703 0.40852700977120548 0.32617059411859273 0.40756830667172039 3.7528745718300334 2.1510518993018199 0.466635146700355 0.81071469549806252 1.1672369806328786 0.52692297162138857 2.109800035133957 3.8912762813270083 0.63550856709480186 1.2059959620237339 2.2645143885165444 1.2014948353753414 2.4125712122768013 0.59958160668611427 0.33359539508819569 0.62647600530908665 0.24873020211452956 0.40736105323958316 4.3580047972500315 2.8042071405798197 0.13406795408809591 0.11204014865856526 3.3530050288140814 1.2901163566857565 75.466658351284082
leaf_count=801 10 144 17 17 31 32 36 23 37 29 18 39 32 3 8 19 26 28 6 4 38 35 35 53 31 11 59 708 19 2284
internal_value=8.64394e-06 -0.00199069 0.0297721 -0.00276572 -0.0382499 -0.00172919 -0.00959417 -0.0293829 0.00124805 0.019191 -0.0626983 0.000517323 0.000696787 0.000290617 -0.000185589 3.03524e-05 -0.000212089 0.000259357 -2.46737e-05 0.00933231 -0.000825982 0.00740677 -0.00242668 -0.000654913 -0.0156777 0.00219668 -0.00251137 0.00174742 0.000311258 -0.00041816
internal_weight=130.574 26.4831 0.630814 25.8523 0.733739 25.1186 6.89748 3.14461 18.2211 1.97795 0.993558 104.09 103.455 101.345 97.4539 96.8184 95.6124 93.3479 92.1464 5.81486 5.21528 4.88168 4.2552 86.3316 5.21678 4.00647 3.59911 3.46505 81.1148 76.7568
internal_count=4633 1185 161 1024 48 976 109 77 867 66 41 3448 3438 3399 3367 3364 3356 3337 3311 896 890 886 848 2415 59 813 778 767 2356 2303
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 0 2 2 2 2 1 0 2 0 0 2 1 0 1 2 0 0 0 1 0 1 0 1 1 2
split_gain=0.0126611 0.070447 0.0432285 0.0419468 0.115776 0.0690493 0.0390178 0.0724378 0.0721814 0.265937 0.20677 0.0803187 0.0887567 0.072738 0.415372 0.152468 0.0639047 0.0612348 0.151106 0.332175 0.10062 0.056465 0.097226 0.0382842 0.040919 0.180766 0.0369902 0.0811436 0.0250748 0.024484
threshold=0.47721625100000004 0.34422622080000004 0.47709649410000005 37.140760352250005 0.34007963835000005 0.41973294215000007 37.995872310650007 38.983591653800012 42.720329370750001 42.686561923500008 0.34482500525000009 0.47550971530000002 43.968221017800005 0.47697673720000006 0.47642286160000008 39.032633164100012 0.34545372890000009 0.47396784530000008 0.32467590790000006 42.123054668150012 0.47500074850000013 0.43537618635000008 0.41229304515000009 0.34007963835000005 0.3972336157500001 0.32012514595000008 0.47076434840000009 0.36166581840000006 0.34446573455000007 48.823707093150006
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 23 12 -12 14 15 -9 -14 18 21 -20 -19 22 -17 24 29 -26 27 -18 -3 -10
right_child=1 28 -4 6 -6 -7 7 8 10 -11 11 -13 16 -15 -16 17 26 20 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10180916804456029 0.03475502160565546 -0.01826501371879849 -0.022894825447813412 0.021021535654273168 -0.11803974377069837 0.040300972563650388 -0.021165503492145469 0.086947520561847347 0.013286409605009234 0.10513490288595924 -0.10417556252154006 -0.10587703075059951 0.10199333115976401 0.038702521258752919 -0.11093096866179793 0.076393860283972131 0.09223116935282219 0.051533118235652021 -0.10664366940224018 0.066772056552649034 -0.0037227634484449791 0.071969742219480201 -0.026085993649775503 0.020213851882964026 0.012809862042394898 -0.10571154435286559 -0.10727487468346729 -0.10641532354983352 0.00027845718140085757 -0.0050802055919852533
leaf_weight=0.043971086077356669 0.5916683244122386 0.73382630385458369 1.0033553501125432 0.7982595247158305 0.11345699697154998 0.15371763223811286 1.6518958927542815 0.24129346199333657 1.057027338992367 0.28376163542270649 0.098996315338496177 0.25337646032494376 0.056330375373363495 0.53269157651811827 0.31078432896174479 0.12816956626813458 0.049978948532952927 0.54073686827905454 0.35889739842605195 0.15956481121247634 0.84383533743675798 0.15596180455759168 0.33337825135095045 0.82250806892989192 0.370612865568546 0.19713039385169395 0.038875782949617133 0.034938205317303073 116.03976695692603 2.3163137016672408
leaf_count=81 15 6 17 29 74 28 34 3 107 3 36 54 1 12 19 63 60 13 124 12 43 8 15 22 46 32 2 3 3632 39
internal_value=8.90352e-06 0.000336319 -0.00295849 -0.00128409 -0.0375198 0.008692 -0.00031509 -0.00188675 0.00158042 0.0119253 -0.0060161 -0.0651144 -0.0281113 0.00458905 -0.00132511 0.0110086 0.0136939 0.00373895 -0.0134689 -0.0532723 0.0178571 0.0199501 0.00237216 0.000590173 -0.00350531 -0.0283428 -0.0264857 0.0105003 0.000161927 0.000674924
internal_weight=130.315 117.365 12.9498 11.9465 0.311146 0.197689 11.6353 10.8371 9.18516 3.88908 5.29609 0.532496 0.27912 3.60531 3.07262 2.76184 0.180123 2.52054 1.13597 0.518462 1.38457 0.61751 0.461548 4.76359 3.94108 0.567743 0.123793 0.0849172 116.774 3.37334
internal_count=4633 3653 980 963 183 109 780 751 717 315 402 156 102 312 300 281 66 278 222 136 56 86 78 246 224 78 65 63 3638 146
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 2 2 2 0 1 1 2 1 1 1 1 0 2 0 0 1 0 0 1 0 0 2 1 2
split_gain=0.0120972 0.0536575 0.0345994 0.0461885 0.0658325 0.0412371 0.069559 0.0327027 0.0466901 0.0457822 0.0403602 0.0307463 0.0240246 0.0615646 0.0572123 0.0175621 0.0167041 0.0542039 0.0142233 0.0364 0.0240729 0.0220893 0.0218848 0.0242217 0.0177254 0.0141795 0.113897 0.269962 0.116406 0.0984321
threshold=0.46551001470000003 0.56685428580000019 0.45736654595000009 42.876019054300009 0.59336546810000013 41.559097512700014 39.571921479100006 38.983591653800012 37.232443001650005 0.57927906350000014 0.4690129038000001 0.47407263255000004 41.808689985400001 0.47941678395000004 0.4830394299500001 0.4529056016000001 0.48616807880000007 0.61400856260000014 46.095286511800005 0.66505493850000008 0.66011496660000013 0.49284452560000008 0.66718062335000017 0.66977036620000019 0.50491003265000012 0.56579144335000009 0.56065686655000013 40.858951393400005 0.44393880420000004 42.546237522150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 5 -5 6 -4 8 -3 -9 -11 -12 13 -13 -14 25 -16 -18 19 20 21 -19 -20 -24 -23 26 28 -28 -1 -27
right_child=1 7 3 4 -6 -7 -8 9 -10 10 11 12 14 -15 16 -17 17 18 22 -21 -22 24 23 -25 -26 29 27 -29 -30 -31
leaf_value=-3.6644030522903585e-05 -0.10187784703399375 -0.10046822279583285 0.066594170795976848 -0.10314764308468349 0.015139755919893189 0.064752810297100227 -0.030376605584583095 -0.10156214556845732 0.071473606080364044 -0.10322344764361813 0.063217141092757625 0.060531809116312389 -0.10117285450097036 -0.10063362959529387 0.020510886136225009 -0.013961818360502452 -0.10061595060286233 0.10052168832200979 -0.034902389074025597 -0.10302968273211668 0.096353362559420036 -0.1009831871432577 0.092848350408307287 -0.009465986716984608 0.045561532264058395 0.015743683888513809 -0.066780445068279515 0.0082236900712891591 0.035966223046256608 -0.011885168214215253
leaf_weight=118.83056382211305 0.060290397443179766 0.018734913559329658 0.12879135837670119 0.063726785117069085 0.17979697804548778 0.26820667134597898 0.17379227235505823 0.052760176884703247 0.10056950374804785 0.040901304384533432 0.06761634410941042 0.1227106364822248 0.068658618056360865 0.029376264540204033 0.1821441852953285 0.89858266817372978 0.064144798297093075 0.015177309513092041 0.18340466056633886 0.018330214268189593 0.053654567032936029 0.021257705971947871 0.033230693778023124 0.076186582644368173 0.013492703920974236 3.3357961102716152 0.84302079258941276 1.1140207039206869 0.90489076619655762 2.1020151499993744
leaf_count=3124 13 230 40 74 11 8 15 13 65 24 20 9 20 144 16 72 127 1 48 30 4 9 3 78 97 153 32 25 25 103
internal_value=5.84694e-06 -0.00989431 9.97933e-05 0.0206474 -0.0158144 0.0362036 0.0108979 -0.00512318 0.0444728 -0.010796 -0.0059602 -0.00176991 -0.00675329 0.029402 -0.0142891 -3.08977e-05 -0.00526473 -0.0150686 -0.00183746 0.0268633 0.0498495 -0.000125659 -0.0137866 0.0216075 -0.0440836 6.75688e-05 -0.000155678 -0.0240853 0.000235445 0.0050636
internal_weight=130.066 1.22264 128.843 0.814314 0.243524 0.57079 0.302584 1.16235 0.119304 1.04305 0.990287 0.949385 0.881769 0.152087 0.729682 128.029 0.661023 0.478879 0.414734 0.121913 0.103582 0.0499277 0.292822 0.109417 0.0347504 127.13 121.692 1.95704 119.735 5.43781
internal_count=4633 951 3682 148 85 63 55 938 295 643 630 606 586 153 433 3534 413 397 270 141 111 107 129 81 106 3462 3206 57 3149 256
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=0 2 1 0 1 2 2 2 1 0 2 0 2 2 2 2 1 1 2 1 2 1 0 0 2 0 2 2 2 1
split_gain=0.0109922 0.114507 0.132789 0.0685669 0.0218662 0.0852335 0.250197 0.244981 0.0945829 0.135841 0.0828455 0.043378 0.141341 0.164969 0.239576 0.211335 0.164923 0.142657 0.0969411 0.0917252 0.0867447 0.0715476 0.0248517 0.0256167 0.105442 0.239411 0.0196377 0.292302 0.2478 0.232247
threshold=0.39672464895000009 48.823707093150006 0.31118828780000007 0.3733870243500001 0.32467590790000006 48.96897326980001 48.823707093150006 42.055256506450007 0.32012514595000008 0.41229304515000009 35.771221912400001 0.47396784530000008 38.171717059500004 38.983591653800012 39.065416244600009 42.123054668150012 0.34007963835000005 0.34377713240000007 37.892416320650007 0.34007963835000005 43.968221017800005 0.3584174126500001 0.47500074850000013 0.47673722340000008 41.489621506400006 0.47568935060000012 40.300545846000013 40.21994457600001 40.148327922700012 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -2 -11 12 18 -14 -15 -16 -17 -18 19 -6 -19 -22 -13 24 -24 -26 27 28 29 -25
right_child=4 -3 -4 -5 11 -7 -8 -9 -10 10 -12 22 13 14 15 16 17 20 -20 -21 21 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=0.028882887210523081 0.078747433412514362 -0.038792795837428388 0.030000144051513675 -0.10266067824690955 0.0050248201335974622 -0.0058809359004754714 0.10327900194085649 -0.10236436895230905 0.069960048899036939 0.021714523644065731 -0.10570710878851737 0.013481895806370249 -0.11453683784742366 0.080673018288809961 -0.1060040014935316 -0.10625918537155916 0.088558460243047699 -0.068104469439625837 0.022736556633005601 -0.11569944740141097 0.10134795776399529 -0.057798417584959877 0.0073233011690459265 -0.039853825161102224 0.010643931747732163 -0.10754073245901895 0.0011459491508457654 -0.037473965057001173 0.038993763803902542 0.00039538435649095718
leaf_weight=0.056808702123835486 0.11768667894646878 0.71122249167819962 0.85395743220685816 0.13100483040297739 0.15150190812437125 1.6134374446701258 0.32980944588780403 0.18153742736467393 0.3013362092897296 0.084636130137369037 0.12848578838770663 1.3919493459907233 0.22086249527933421 0.1953956317156551 0.32659223659084091 0.13030841181898722 0.18810749985277653 0.17399198289345463 1.1210617678189008 0.1076592760847479 0.075957953929901123 0.044975298991630552 1.1096376907080401 1.4937567887827743 0.38192591547704058 0.31096014130798721 78.648868237492366 2.146744889418243 1.597927040022056 35.611227553976491
leaf_count=16 7 30 49 135 44 16 4 53 12 7 48 35 11 2 124 25 4 32 8 76 2 63 26 18 27 64 2407 34 32 1222
internal_value=4.40427e-06 -0.00786067 0.0132568 -0.0628722 0.000111962 0.00892148 0.0298073 2.70716e-05 0.0294315 -0.00748621 -0.0551047 -8.16706e-05 -0.0125341 -0.0354616 -0.0200786 -0.0410231 -0.00642204 0.0205112 0.00999421 -0.0451258 -0.0228904 0.0421611 0.000196055 4.35979e-05 -0.0117887 -0.0423961 0.000222078 -0.00155668 0.000435559 -0.00122495
internal_weight=129.939 1.75299 1.04177 0.187814 128.186 2.75693 1.14349 0.813682 0.632145 0.330809 0.213122 125.429 2.73641 1.35619 1.13533 0.939933 0.613341 0.483033 1.38022 0.259161 0.294925 0.120933 122.693 121.301 1.80252 0.692886 119.499 40.8497 38.7029 37.105
internal_count=4633 230 200 151 4403 147 131 127 74 62 55 4256 391 263 252 250 126 101 128 120 97 65 3865 3830 117 91 3713 1306 1272 1240
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 0 2 1 0 0 1 0 2 0 2 1 0 0 2 1 1 2 1 1 1 2 0 1 0 1
split_gain=0.0107176 0.0826262 0.049893 0.0745816 0.0292253 0.0223416 0.0892017 0.0650209 0.0484319 0.0883887 0.0183651 0.0196711 0.0150337 0.0964341 0.309624 0.0678639 0.20196 0.0587616 0.0545394 0.105382 0.12747 0.0621764 0.182169 0.0731309 0.0899605 0.048372 0.0934417 0.0481926 0.0465446 0.0500071
threshold=0.59930840395000018 0.45824975300000009 0.45932756505000005 0.60710757165000018 0.61311038590000011 0.58388970390000006 47.309807198350008 0.45932756505000005 0.58887458460000019 0.59751205050000011 0.47634801355000006 0.68131193680000013 44.279556297950009 0.47943175355000006 44.908704241950012 0.37820723930000005 0.53146612375000013 0.55788748840000013 43.895345911700005 0.34515433670000012 0.34575312120000007 43.930205408700004 0.40651477500000005 0.42209814075000007 0.43593006200000012 48.823707093150006 0.54191491270000014 0.48522499325000007 0.47721625100000004 0.31100865245000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 12 7 -7 -9 -10 -6 -12 18 28 -15 -16 -17 25 -1 -20 -21 -22 -23 -24 -25 26 -18 -19 29 -14
right_child=1 2 3 4 10 6 -8 8 9 -11 11 -13 13 14 15 16 17 27 19 20 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.3571201638290028e-05 -0.10230139437836375 0.083322265232909198 -0.10212536120749337 0.068502939334867771 -0.10052141865682895 -0.044321988681868152 0.070547347926711884 0.070380730266844868 -0.10113488117869039 0.09907973040535463 0.0028894536088798252 -0.10045535883134481 0.0084007539753934834 -0.12104884649486128 0.035217117579053811 -0.10649757647611424 -0.044078787218100351 -0.10221309350498389 -0.033490992233724398 0.0642435966016075 0.035663456620992656 -0.048207212507782371 0.10089939332183416 -0.10195802810894833 0.064514002856032926 0.063333773783086092 0.050386026027391589 -0.0025450316548987729 0.020506470695411921 -0.0141933992114466
leaf_weight=119.33806469062036 0.089097491218523284 0.064909589242404309 0.075612726971996835 0.061465900833866272 0.019090320293713603 0.23067361525238439 0.21973146820209877 0.1313678787426511 0.057167756865510455 0.035894483879701511 0.52526517538882445 0.019087707408800725 1.9581309705493972 0.28241320048334717 0.31031809032538138 0.20634205536743599 0.21709801472024992 0.080503003984631505 0.36098902614820305 0.58250948134809721 0.48215943574905373 0.47516851278487593 0.15012383104476612 0.053116430983209284 0.083478583488613367 0.1810390553500838 0.20227767649339512 0.12209062072497545 1.0844986847278049 1.9601843572418145
leaf_count=2853 43 6 85 50 34 40 38 16 57 9 409 179 63 42 39 186 22 60 34 8 6 21 7 12 62 37 19 35 18 143
internal_value=2.25002e-06 -0.0111599 -0.000550915 -0.00832251 0.00302744 7.63029e-05 0.0182238 -0.0070388 0.0312816 -0.0239113 -0.00411527 -0.000734327 -1.92762e-05 -0.00466557 -0.026018 -0.0056811 -0.018255 0.00441994 0.000233249 0.0158803 0.0256377 0.00756098 -0.0102236 0.0527252 -0.000220425 0.0201335 0.00148447 -0.0421493 0.00217225 -0.00290224
internal_weight=129.66 0.854529 0.765431 0.700522 0.624909 128.805 0.674835 0.455104 0.22443 0.0930622 0.563443 0.544353 128.131 6.6049 1.60208 1.31967 1.00935 0.803008 121.526 2.18755 1.82656 1.24405 0.761887 0.286719 0.136595 0.600415 0.419376 0.202594 5.00281 3.91832
internal_count=4633 806 763 757 672 3827 160 122 82 66 622 588 3667 664 440 398 359 173 3003 150 116 108 102 81 74 78 41 95 224 206
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 2 2 2 1 2 2 1 2 0 2 2 1 1 1 2 1 0 0 1 0 1 1 1 0
split_gain=0.0110531 0.04845 0.0281223 0.0426724 0.0404436 0.0307674 0.0386649 0.0640663 0.0573243 0.0278789 0.0397388 0.0267037 0.0658666 0.0548693 0.107665 0.0500863 0.025701 0.0304939 0.0340581 0.0351943 0.0322477 0.0463037 0.020331 0.0866629 0.0199993 0.0137486 0.0137279 0.0129709 0.0820996 0.11252
threshold=0.46551001470000003 0.56685428580000019 38.983591653800012 40.722669576350008 37.232443001650005 40.767054867700004 41.772405911750006 41.808689985400001 44.749265482150008 0.45736654595000009 46.324972967950011 42.620627117000005 0.46280051495000007 42.876019054300009 0.60134427115000011 42.388109226950007 46.095286511800005 0.48616807880000007 0.51869704500000013 0.52366695605000013 50.427417695700008 0.4995808509000001 0.59751205050000011 0.59930840395000018 0.57854555250000017 0.5796383342000001 0.4529056016000001 0.44618424600000006 0.43967246490000006 0.55877069550000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 4 -4 -3 -5 -7 -8 22 26 11 12 15 -13 -15 -11 -10 -18 20 -20 -19 -22 -9 -24 -21 -6 27 28 -1 -30
right_child=1 2 3 5 25 6 7 8 16 10 -12 13 -14 14 -16 -17 17 18 19 24 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=7.4158902678059352e-05 -0.10170007497259609 -0.10042460743809263 -0.10098090193791154 0.084035844465180809 0.10184198696496444 -0.10093078511370267 0.099189642790914037 -0.1011371144460487 0.037854727611767933 -0.10130802790466426 -0.033971457660517297 0.10429927663703437 0.043298382261453459 -0.10293944528096405 0.10102688147661486 0.013194481548130819 0.031612288319758992 -0.082534561408529938 0.10123125060580299 -0.10031732804055815 -0.10068176418092874 0.047270394514368014 0.10112122958266943 -0.10080980602912122 0.011048947764459489 0.025894825708185878 -0.012377926668411225 0.0048676290431613218 -0.081581746699417951 -0.0061461325776017177
leaf_weight=120.37157283900942 0.054612036179601531 0.016938056831708126 0.049632690864228834 0.036611903226003051 0.052208229899406433 0.043969002823530445 0.055416425369912758 0.077346662865238613 0.15213477243742091 0.069173137150811637 0.11964285772410221 0.11618206650018692 0.27935434201208409 0.049244028014982177 0.054545342922210693 0.085324405692517757 0.13015930321125779 0.12353517692827154 0.035320121794939041 0.021735604479545145 0.03255907158154514 0.060382671695151657 0.032234273850917816 0.062388559741265226 0.062473103957700005 0.043861568653866811 0.89357763377381516 5.3746884111227891 0.289192668649778 0.62522373044053481
leaf_count=3265 13 230 93 2 1 93 4 29 11 44 17 1 15 66 2 3 20 37 1 39 46 29 1 189 49 64 72 135 8 54
internal_value=8.41149e-07 -0.00978714 -0.00517743 -0.0106461 0.0420482 -0.00580563 -0.00950287 -0.00474934 -0.0120379 8.80612e-05 0.019016 0.0287122 0.014322 0.0570942 0.00425278 -0.0380717 0.00216601 -0.00948114 -0.0253996 0.017446 -0.049057 -0.00455976 -0.0631067 -0.0320199 -0.0176965 0.0671676 -2.67147e-05 6.04218e-05 -0.000152606 -0.0300033
internal_weight=129.471 1.14352 1.08891 0.975899 0.113008 0.926267 0.889655 0.845686 0.790269 128.328 0.773466 0.653823 0.433852 0.219971 0.103789 0.154498 0.6183 0.466165 0.336006 0.119529 0.216477 0.0929417 0.171969 0.0946228 0.0842087 0.0960698 127.554 126.661 121.286 0.914416
internal_count=4633 951 938 643 295 550 548 455 451 3682 148 131 62 69 68 47 232 221 201 89 112 75 219 190 88 65 3534 3462 3327 62
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 1 0 0 1 1 1 1 2 2 2 1 1 2 0 1 2 2 1 1 1 1 0 1 2 0
split_gain=0.0109224 0.174068 0.438792 0.168679 0.0611007 0.264686 0.22833 0.256346 0.107419 0.0589655 0.316584 0.25104 0.189662 0.116243 0.177878 0.0959907 0.31256 0.200153 0.142528 0.201211 0.22138 0.223356 0.220808 0.226161 0.187928 0.167828 0.215212 0.216275 0.282691 0.12135
threshold=41.444941515100005 41.542492784600007 41.559097512700014 0.47820424540000012 41.741384785950011 0.3447052483500001 0.48119816770000007 0.4995209724000001 0.43349001525000008 0.40115565405000009 0.40272746325000003 0.39900002995000006 41.362929270750008 41.289992964000007 41.16018805045001 0.39500314360000005 0.39563186730000005 36.558960102350007 0.52769378160000013 0.39048232090000007 37.572218886150004 39.117456157700005 0.39019789825000006 0.38906020780000011 0.38723391515000005 0.38045268105000002 0.51484985480000012 0.36618664115000005 39.852039223600009 0.48588365620000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 -2 5 -4 -7 -8 -9 11 -11 12 15 14 -12 18 -17 -18 19 22 -21 -22 23 24 25 26 27 29 -29 -1
right_child=1 2 4 -5 -6 6 7 8 -10 10 13 -13 -14 -15 -16 16 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0014972028026265516 -0.0023813454190718462 0.10309595261753568 0.055275566121089838 -0.055986402446639362 2.9803335010921411e-05 0.0003158959162899125 -0.13773286428008388 -0.062746247522307744 0.033382586271772687 -0.048052115738971279 -0.00050724347277172194 0.035670474334788004 0.028137950491138732 -0.046290597870066397 0.06370840991071218 0.020356127706547152 -0.0013862353012692719 -0.10632127392691365 0.026881266119188198 0.017048753103208046 -0.094516468488502148 -0.012696828387067939 0.034586154136271606 -0.03820556670386327 0.036699831084976257 -0.032213746594904745 0.043139630117140629 -0.0050785456158804459 -0.075816531466274942 0.012668753608275546
leaf_weight=28.642862377012719 1.2441373704350476 0.41055383486673136 0.40929647722009521 1.1113989143464094 48.486522024834279 0.92071687628049381 0.34619028680026531 0.29806682628623093 0.1905645916785943 1.5041837927092299 16.871753912906676 2.1805541796874186 2.4705074840057923 0.53273144480215151 0.4426788299861063 0.78032598644494899 0.28281471855007112 0.50875543488837138 1.9734239879762743 0.62874506412481324 0.68924962881646912 0.64667880861088634 1.8560169907286752 1.5451552793383587 1.4053176823072124 1.602495836559682 1.1650103209540237 1.6928381351171986 0.84792095387820143 7.6654567928635506
leaf_count=627 13 17 15 38 2272 32 5 19 38 19 947 19 22 21 20 7 13 66 25 17 19 29 17 27 21 26 16 36 38 152
internal_value=3.41542e-08 -0.00109557 0.000130501 -0.0276735 -0.000704084 -0.0171412 -0.0340249 -0.071899 -0.0252563 0.000770743 -0.00399432 0.00240036 0.00106686 -0.000281063 0.00113456 -0.000220944 -0.0245558 -0.0688297 0.000538607 -0.00053574 -0.0318816 -0.0549103 0.000790849 -0.000616573 0.000733456 -0.000481064 0.000789775 -0.000480217 -0.0286858 0.00149353
internal_weight=129.353 53.4174 51.0619 2.35554 50.6514 2.16484 1.75554 0.834822 0.488631 75.9355 19.3513 56.5841 54.4036 17.8472 17.3144 51.9331 1.5719 0.79157 50.3612 48.3877 1.96467 1.33593 46.4231 44.5671 43.0219 41.6166 40.0141 38.8491 2.54076 36.3083
internal_count=4633 2449 2398 51 2381 109 94 62 57 2184 1007 1177 1158 988 967 1136 86 79 1050 1025 65 48 960 943 916 895 869 853 74 779
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 1 0 2 2 1 2 0 0 2 1 2 0 2 1 1 0 2 2 0 0 0 0 0 0
split_gain=0.0105267 0.230951 0.195372 0.152314 0.118835 0.0656763 0.431512 0.308202 0.797393 0.178771 0.240848 0.17531 0.134137 0.0919224 0.193646 0.0836651 0.0529011 0.193701 0.327459 0.126791 0.187676 0.191351 0.427432 0.452525 0.290744 0.143303 0.110637 0.187378 0.267796 0.338129
threshold=40.300545846000013 40.21994457600001 40.148327922700012 40.467253020850002 0.40115565405000009 0.50386215985000016 0.36618664115000005 0.51809826055000008 37.345948426100009 38.621016321050007 0.34569324270000007 39.656620114300004 0.47943175355000006 0.47604862130000009 37.041406607950009 0.34377713240000007 39.896141435400004 0.53998383280000006 40.003678352300007 0.39019789825000006 0.39048232090000007 0.52769378160000013 37.345948426100009 39.065416244600009 0.52812790035000023 0.53866650695000018 0.54088200950000009 0.54413041525000005 0.54585192060000021 0.54695967185000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 9 8 -7 13 11 12 -11 15 -15 -1 19 -18 -19 -9 -21 22 -22 -24 -23 -26 -27 -28 -29 -30
right_child=3 -3 -4 -5 -6 7 -8 16 -10 10 -12 -13 -14 14 -16 -17 17 18 -20 20 21 24 23 -25 25 26 27 28 29 -31
leaf_value=0.0056186064587930096 0.032246101680223592 -0.032994514354238336 0.034866248200787257 -0.00035121551200174638 -0.00067681771430954708 -0.043902021985730177 -0.074543314224344182 -0.021091343449452151 0.070459811911697603 -0.0064775062662950885 -0.047757170855595762 -0.021809149335500377 0.033978278300491514 0.004985866985184273 0.04891683309861232 -0.035076801412230234 0.042582909528434097 0.025118824332032594 -0.078495524732964062 0.030638232154551238 0.041898667136198026 0.074647498451789515 -0.13448123673681719 -0.017244302484406084 -0.029311360534847005 0.018932475807129652 -0.038735696187979472 0.047866268247711119 -0.14435384251698571 -0.0018460719866875532
leaf_weight=1.5289500798870528 2.6319236861199888 2.1789832126556936 1.5823287729875222 80.501043649383618 1.879107741588683 0.89966756665308212 0.86630091476911353 3.3747218109201702 1.8916064438199098 1.8032607315144562 1.5620661309258137 2.8899704793875571 1.5024185962975023 3.9363847163922401 1.3466420238837598 0.75447996070270029 1.1228095027618104 0.80455881047305389 0.49124672329708119 1.8017822299152602 0.54953849701268964 0.51415491104125877 0.53444935602965393 0.85748023667838424 1.6667460467288027 2.8592157003513412 1.2945955816539934 1.0916388824662133 0.17347564082592715 4.1386752122898072
leaf_count=149 40 34 34 2981 31 28 28 62 43 35 38 34 14 55 28 84 13 15 41 15 22 5 25 35 67 23 19 18 3 614
internal_value=8.37944e-07 -0.00125439 0.00039863 0.000650781 0.0185318 -0.000956148 -0.00588062 0.00235676 0.0335994 -0.00199901 -0.0126659 -0.00381862 0.0119095 0.00893755 0.0161839 -0.00782777 -0.00174225 0.0121811 -0.0141619 -0.00352812 0.000300325 -0.00369547 -0.0327768 -0.0622589 0.00111439 -0.00225395 0.00246458 -0.00456476 0.00362163 -0.00757909
internal_weight=129.03 44.0181 41.8392 85.0121 4.51103 40.2568 16.1905 24.0664 2.79127 15.3242 7.75772 6.19565 3.30568 7.56646 5.28303 2.28343 21.2751 2.41862 1.29581 18.8565 15.4818 13.68 1.94147 1.39193 11.7385 11.2243 9.5576 6.69839 5.40379 4.31215
internal_count=4633 1581 1547 3052 71 1513 465 1048 71 437 121 83 49 316 83 233 977 69 56 908 846 831 82 60 749 744 677 654 635 617
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 1 2 2 2 2 2 1 2 2 1 0 2 0 0 0 0 0 0 2 1 0 0 0 0 0
split_gain=0.00962204 0.043627 0.0246855 0.038757 0.0355185 0.0280568 0.0249284 0.0357666 0.0536991 0.0561587 0.0545915 0.0227809 0.0330731 0.0267248 0.053271 0.0495682 0.0493415 0.0972293 0.0194008 0.0512424 0.0324497 0.0457131 0.0195156 0.0234431 0.0516825 0.0185429 0.0777028 0.0138205 0.013407 0.227804
threshold=0.46551001470000003 0.56685428580000019 38.983591653800012 40.722669576350008 37.232443001650005 0.4690129038000001 40.767054867700004 41.772405911750006 41.808689985400001 44.749265482150008 45.458122212500008 0.45736654595000009 46.324972967950011 42.620627117000005 0.46280051495000007 0.58388970390000006 42.876019054300009 0.60134427115000011 0.58035687555000015 0.60861950240000018 0.62071494865000021 0.64803449000000013 0.66505493850000008 50.427417695700008 0.57854555250000017 0.59751205050000011 0.59930840395000018 0.5796383342000001 0.55980359870000018 0.56300709560000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 4 -4 -3 -5 -7 -8 -9 25 -11 28 13 14 15 -13 -15 -18 -12 -20 -21 -22 -23 24 -24 -10 -27 -6 -1 -30
right_child=1 2 3 5 27 6 7 8 9 10 18 12 -14 16 -16 -17 17 -19 19 20 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00026194464037448425 -0.10153694517632431 -0.10038322280682402 -0.10088535470336742 -0.10317865755971872 0.10166755164975821 0.081202439715774899 -0.10090603348575694 0.098433011883684002 -0.10105427140702071 0.10026983929214538 0.04031180966118067 -0.10423560121772196 -0.030836563467641982 0.10387470779233972 0.03855175840135483 0.01324974321485335 -0.10265435959967449 0.10092862381398733 -0.10234618496989321 0.065454681944143764 -0.1013739723437336 0.034648268117227578 -0.10352366006734839 0.049128435597748689 0.031093104548481926 0.10101372496922088 -0.10074672159738018 0.023677436833496018 -0.051748027436514368 0.0016336900850549352
leaf_weight=118.09056098888652 0.049053426500906716 0.0152962902024536 0.044899679282877969 0.028529338153020944 0.04742644727230072 0.034261508611962199 0.037766742029305078 0.050525741651654243 0.067953809806567733 0.055623428961553145 0.083137080073356628 0.061763050126045438 0.11856183016789146 0.10556624829769135 0.27506873816309962 0.085798849029572466 0.044661314599125035 0.049415996298193932 0.055307993739461381 0.064252861409840989 0.048922720890004712 0.11594651692394109 0.062549745842261473 0.037260117393998371 0.052421467793010379 0.029205527156591415 0.055101548424488556 0.043620404380803279 0.8899136197105636 7.8616183577838861
leaf_count=3138 13 230 93 16 1 2 82 4 27 5 20 15 17 1 15 32 66 2 50 27 21 20 34 21 33 1 187 64 43 353
internal_value=4.6582e-06 -0.00939867 -0.00501065 -0.0102635 0.0406144 -0.0056333 -0.00236021 -0.00586887 -0.00125668 -0.00817851 0.00611169 8.4189e-05 0.017569 0.0267917 0.0125483 -0.0359246 0.0569439 0.00428169 -0.00396413 -0.0123939 0.000651902 -0.0124788 0.00373799 -0.0198047 -0.0421447 -0.0621838 -0.0308532 0.0643026 -1.79328e-05 -0.00379452
internal_weight=128.662 1.07906 1.03001 0.923666 0.106343 0.878766 0.850237 0.815975 0.778209 0.727683 0.575422 127.583 0.740836 0.622274 0.422631 0.147562 0.199644 0.0940773 0.519799 0.436661 0.381353 0.317101 0.268178 0.152231 0.114971 0.152261 0.0843071 0.0910469 126.842 8.75153
internal_count=4633 951 938 643 295 550 534 532 450 446 231 3682 148 131 62 47 69 68 226 206 156 129 108 88 67 215 188 65 3534 396
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 1 1 2 2 0 1 1 0 1 0 0 2 2 1 1 2 2 2 0 0 1 0 0 2
split_gain=0.00998837 0.0726146 0.034974 0.0604416 0.0222728 0.0189111 0.0123044 0.181977 0.0707582 0.0958692 0.0756936 0.283275 0.189103 0.15921 0.0695165 0.0683665 0.11431 0.0772708 0.0624872 0.0612777 0.277831 0.0855176 0.0599803 0.0409242 0.0900074 0.0597724 0.14999 0.0373641 0.0359679 0.0356623
threshold=0.59930840395000018 0.45824975300000009 0.45932756505000005 0.60710757165000018 0.61311038590000011 0.58454836680000011 0.42802610700000004 0.4289991317500001 37.572218886150004 33.361153777850006 0.5541600551000001 0.43929822460000006 0.43349001525000008 0.5485614203000001 0.42307116555000007 0.55980359870000018 0.5619592227500001 40.518963363600001 40.94178426300001 0.43837010870000009 0.44512140355000007 38.983591653800012 39.427119987250002 47.309807198350008 0.58887458460000019 0.58320110180000018 0.45932756505000005 0.58035687555000015 0.54504356155000011 42.620627117000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 14 -8 9 -9 11 12 -10 28 -1 17 -17 -12 -16 -18 -21 -22 -23 25 27 29 -27 -25 -14 -24
right_child=1 2 3 4 5 -7 7 8 10 -11 15 -13 13 -15 18 16 19 -19 -20 20 21 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=7.1111065128530367e-05 -0.1020460995137052 0.079622366699312858 -0.10179247272825753 0.065622459047299367 0.00044066672912054387 -0.10129445611835229 0.086792648721093213 0.080445960725424301 -0.050497341297195956 -0.0900505996830126 0.059732605162105649 -0.12252320982886714 0.10010172007219596 -0.040737861513976847 -0.0038910273651917879 -0.031279069607350905 0.023046204397005495 0.0059765141038490288 -0.040556243756580172 -0.067416711262703655 0.03611194220860494 -0.025091939658927399 0.0033005772019839585 0.012413753864505555 0.08534607685338097 -0.10447993882496853 0.025554666848537556 -0.10231618495170024 0.043022320238198256 0.027873541287701881
leaf_weight=113.74747635808043 0.079218482634708098 0.050023995770516194 0.061038269340713214 0.051559482081586339 0.49080799173828016 0.018978021404668866 0.25436183393231004 0.04107560816717537 0.42783657389787666 0.16732920126554518 0.46510707325069123 0.2247305977967925 0.19623856232970738 0.19244520470965654 1.1167977141940344 0.90913516373075154 1.6933098586450777 0.62905498794862069 0.79620187498153416 0.5343066868954337 0.90706451828373236 0.66981556934297248 3.1452736070843916 0.099350483251328003 0.1913441141077783 0.1657036299293394 0.19089134374144123 0.039740140000503743 0.25237303972244263 0.72713855357142154
leaf_count=2929 43 6 85 50 507 115 16 49 40 114 28 24 56 10 23 22 49 22 26 37 33 18 104 33 13 15 47 42 3 74
internal_value=3.26718e-06 -0.0114908 -0.000822169 -0.00728789 0.00298813 -0.00334667 7.08752e-05 0.00310175 0.00130823 -0.0564465 0.00234043 -0.0204678 0.000988944 0.0353505 -0.000246824 0.00518644 0.00239699 0.0288272 -0.0191513 0.00605748 0.00174497 0.00776707 0.00285038 0.00695531 0.0408484 0.00430706 -0.0348702 -0.0203662 0.0679909 0.00791474
internal_weight=128.536 0.751626 0.672408 0.622384 0.561345 0.509786 127.784 12.1236 11.8693 0.208405 11.6609 1.29362 1.06889 0.641057 115.66 10.3672 9.27307 1.09416 1.913 8.36394 6.67063 6.13632 5.22926 4.55944 0.330435 4.22901 0.356595 0.139091 0.448612 3.87241
internal_count=4633 806 763 757 672 622 3827 849 833 163 670 133 109 69 2978 537 487 50 49 465 416 379 346 328 88 240 62 75 59 178
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 1 0 1 0 2 2 0 2 1 2 1 2 1 0 2 2 1 0 0 0 0 0 2 0
split_gain=0.0101113 0.213872 0.0582647 0.054131 0.461756 0.424908 0.263589 0.0861332 0.168445 0.0648922 0.0653914 0.107474 0.060754 0.11206 0.057866 0.182522 0.122193 0.163111 0.472264 0.24778 0.217201 0.200128 0.174682 0.162468 0.583852 0.0685104 0.149805 0.336597 0.0781761 0.0689246
threshold=39.788107623550012 39.683197198900011 39.852039223600009 0.3459626957000001 0.48032993025000009 0.48735067810000005 0.35585760905000008 0.47976108500000009 0.34512439750000007 0.49588335680000006 39.525197829750006 39.427119987250002 0.47697673720000006 38.983591653800012 0.37043801085000005 36.859113051050009 0.37447980600000008 38.621016321050007 0.39078171310000004 0.5195503128500002 38.474425342400004 38.983591653800012 0.41997245590000004 0.52252926560000013 0.52290350590000012 0.52769378160000013 0.52925062125000011 0.5380527529500001 36.016191615950007 0.54284302865000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 6 -5 8 12 -7 11 14 13 -1 15 -11 -16 19 -19 -18 23 -20 -23 -21 -25 28 -27 -28 -26 -29
right_child=2 -3 -4 5 -6 9 -8 -9 -10 10 -12 -13 -14 -15 16 -17 17 18 21 20 -22 22 -24 24 25 26 27 29 -30 -31
leaf_value=-0.0045147354603808044 0.028145190887233051 -0.042140800635067283 0.00030663185190859778 -0.0028047901151299392 0.086187483278027943 0.027241753254275771 -0.13801522812651512 -0.03165565298205554 0.063839250563950012 0.0043264379352059359 0.020063463802108678 -0.031300201217894195 -0.02233915013577728 0.041406086491079803 0.042287107893571027 -0.034202604211879581 -0.064047914485500457 0.052383127134631127 0.015627124699008406 0.044624282498305856 -0.074725823874691344 -0.082817338236884711 -0.012384618639524078 -0.12930579256233798 0.0096015243539794709 0.04247937611603874 -0.10517459799610206 0.019785412461148587 -0.03446720894631327 -0.0039577563342291563
leaf_weight=2.580772864891927 0.75786684404067628 1.2462057183984132 94.177988514626989 0.23771638179238408 0.68062907829880703 0.84801992512075486 0.36642719392009582 0.79017381370067585 0.42806260045762812 3.3913212406332702 1.4030586139386532 1.2007543991494447 1.0902147544547913 0.66921188035848889 0.73211888573132711 1.9288361006765624 0.70977650007989623 2.0528939543291918 1.8053871410304512 0.76109218408236934 0.40185631584040571 0.48515328112989653 1.2842150336289249 0.35400160402059455 0.68921119629521832 0.98743720806669433 0.28748152191838006 2.1201572963545909 0.96780209808093787 2.888150153938454
leaf_count=199 17 34 3249 23 10 27 35 5 16 44 30 43 14 16 18 25 35 23 40 18 27 11 59 4 8 18 31 27 35 492
internal_value=2.44693e-06 -0.00149437 0.000528865 8.15704e-05 0.0084434 -0.00193249 -0.0848131 -0.00107635 0.00399111 4.67298e-05 -0.000896471 -0.00217244 -0.00191156 0.00494093 -0.00057151 -0.00964236 0.00234851 0.000497257 0.0141562 -0.00706331 -0.00278653 -0.00779651 -0.031697 0.000405985 -0.00365155 0.00195052 0.00672068 5.32194e-05 -0.0161374 0.00609339
internal_weight=128.324 33.3881 94.9359 32.1419 6.23906 25.9029 0.604144 5.55844 4.76826 25.2987 24.4507 23.0476 4.3402 3.24998 21.8469 5.32016 16.5267 15.7946 5.62765 10.167 9.45719 3.57476 1.76937 9.05533 8.29424 7.94024 6.28323 5.29579 1.65701 5.00831
internal_count=4633 1367 3266 1333 260 1073 58 250 245 1015 988 958 229 215 915 69 846 828 133 695 660 110 70 633 615 611 568 550 43 519
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 0 2 2 2 2 1 2 0 0 0 1 2 0 1 2 2 0 0 2 2 1 0 2 2 2
split_gain=0.0101066 0.0648871 0.0366279 0.0309941 0.0952565 0.0577694 0.0390755 0.0589286 0.0512162 0.245969 0.185404 0.0663458 0.071533 0.0573167 0.138699 0.167467 0.0950445 0.117063 0.115756 0.27794 0.0939224 0.0481126 0.0735207 0.0364156 0.073568 0.168999 0.0673914 0.0463248 0.282671 0.0354097
threshold=0.47721625100000004 0.34422622080000004 0.47709649410000005 37.140760352250005 35.771221912400001 0.41973294215000007 37.995872310650007 38.983591653800012 42.720329370750001 42.686561923500008 0.34482500525000009 43.968221017800005 0.47550971530000002 0.47500074850000013 0.47697673720000006 0.34548366815000003 39.032633164100012 0.47396784530000008 0.32467590790000006 42.123054668150012 42.409092016550012 0.43537618635000008 0.41229304515000009 43.564719632750005 48.553014326500012 0.31118828780000007 0.3733870243500001 43.022303514600004 43.067541470150012 49.064150740050003
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 23 -12 -13 16 15 20 -9 18 21 -20 -15 22 -18 27 25 26 -25 -10 -29 -26
right_child=1 -3 -4 6 -6 -7 7 8 10 -11 11 12 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 24 29 -27 -28 28 -30 -31
leaf_value=-0.10176691640439169 0.03316500071674576 0.00012263122860223778 -0.020963804548707304 0.021121908778819063 -0.11436443036445471 0.035546259660942055 -0.019414029972488398 0.078645378142740807 -0.050991902988715088 0.10462627960409775 -0.10512657012321854 0.010219974265141221 -0.10315212539514285 -0.11006065212218751 0.033172246139551879 0.0024320960989103885 0.069009415905350674 0.045873708565433192 -0.10566191755499638 0.061259942406279591 -0.015876055928831713 0.068986025816584626 -0.024457583545208827 0.036622374901986381 -0.012737746471548595 0.059944414491462296 -0.10241066061585875 0.10477507043541832 -0.11704810020549811 0.0076651781773749393
leaf_weight=0.038450936777309042 0.59740245822285842 114.95820310982475 1.0096791270188994 0.79385778645519067 0.09666839049691589 0.15080508531344439 1.62017934379753 0.21164650842547317 0.28609293037940897 0.25758672505617131 0.22023652441458796 0.15899224593522376 0.085626476764446124 0.29476164019433759 0.505673587322235 0.65751444769557565 0.11562727268559292 0.5168534496333449 0.30126711104549031 0.14913187723141164 0.16522970877122134 0.13777121808379889 0.30921403440879658 0.051643726619658881 1.6149217649362981 0.54548441762381117 0.10729603989704373 0.13303699764412613 0.10110587662950898 1.7973259693972068
leaf_count=71 15 3638 17 29 57 55 34 3 19 3 77 66 13 35 12 8 63 13 124 12 19 8 15 9 27 43 64 6 43 35
internal_value=1.96659e-06 0.000293455 -0.00270705 -0.00109348 -0.0336029 0.00764849 -0.000258931 -0.00189978 0.00135286 0.010446 -0.00510332 -0.0653114 -0.0294649 0.00323596 -0.0102831 -0.0299468 0.0158365 0.00714727 -0.0126115 -0.0503923 -0.0762294 0.0176339 0.000980937 0.000932615 0.00408295 0.0335051 -0.0572352 -0.0239963 0.008989 -0.00199096
internal_weight=127.989 115.556 12.4337 11.424 0.285924 0.189256 11.1381 10.3442 8.72404 3.62228 5.10176 0.464855 0.244619 3.36469 1.62318 1.11751 1.74151 1.52986 1.01301 0.450399 0.459991 0.562613 0.424841 4.63691 4.11667 0.704424 0.15894 0.520236 0.234143 3.41225
internal_count=4633 3653 980 963 183 126 780 751 717 315 402 156 79 312 74 62 238 235 222 136 54 86 78 246 178 116 73 68 49 62
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=2 1 1 2 2 2 0 1 1 2 2 0 2 2 2 2 1 1 2 0 2 2 2 2 1 2 1 1 1 1
split_gain=0.0107348 0.0492477 0.119587 0.0808177 0.0529607 0.0233712 0.141851 0.0379884 0.054328 0.124619 0.13793 0.0710685 0.0727282 0.0975781 0.0536454 0.0804293 0.042506 0.0561478 0.0421664 0.0212807 0.0391972 0.0197137 0.163217 0.169963 0.191559 0.135705 0.116106 0.0871373 0.249663 0.071736
threshold=49.292797572200008 0.31100865245000009 0.31060447290000009 49.247968080500009 48.823707093150006 48.823707093150006 0.42615490555000007 0.31638274305000008 0.33894194785000004 41.909642283050012 41.32819714970001 0.45995628875000011 40.300545846000013 39.476991512000005 37.500638522700008 35.476804824450006 0.34377713240000007 0.34422622080000004 38.751720283100006 0.3733870243500001 36.952388736350009 40.300545846000013 40.21994457600001 40.148327922700012 0.3447651268000001 40.467253020850002 0.40115565405000009 0.34524415440000006 0.34548366815000003 0.34479506600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 19 7 -7 -3 9 10 11 12 13 14 15 -9 18 -18 -10 -1 -21 22 23 24 -19 26 -23 -26 -29 -27
right_child=-2 5 -4 -5 -6 6 -8 8 16 -11 -12 -13 -14 -15 -16 -17 17 21 -20 20 -22 25 -24 -25 27 29 -28 28 -30 -31
leaf_value=0.02380390820499911 -0.0078839963012594244 0.018930844392557988 0.062907566609832641 -0.10191695731628317 0.10058731621399047 -0.059830218379929481 0.0095108615203581826 -0.084859541496490165 0.0022129468299636637 -0.10195062211970017 0.092843215214887934 -0.10638153942207632 -0.069137612728227049 0.10111140439638451 -0.1026795208762066 0.0813552342170209 -0.028430666773350179 -0.03390984093838862 0.02916219423916876 0.10027485862614392 -0.10105198844434767 0.031990243340289402 -0.028365044356303888 0.032187760240052037 0.021091824563960537 0.011578232795874983 -0.00087324814538589752 -0.057060301454935972 0.0001609082919153434 -0.00089969751953345725
leaf_weight=0.05496044852770321 1.7039299237637084 1.0629261171595761 0.38595349466049811 0.089394888491369784 0.051192943006753922 0.43841177021385991 0.90201404469371482 0.048889164241443406 1.4116668918998549 0.17027795619287645 0.11621448211371899 0.094068181882903446 0.13865435609477572 0.095871377736330032 0.058293676454923116 0.071966089214583917 0.69793497782666136 1.7508849908924364 0.98620348464464758 0.012013294501230121 0.049589738894771251 2.5260745831296836 2.1849248451379699 1.5486351939602503 1.8525663662639207 4.9340913253836325 1.8715233439612573 0.78105823867956203 32.090380226850641 69.57698133688811
leaf_count=16 314 63 11 10 3 13 48 58 26 53 9 21 10 3 9 8 17 27 25 2 160 35 33 34 50 61 31 17 1233 2233
internal_value=1.81353e-07 0.000106756 0.0277088 -0.0251204 0.0158034 -3.47875e-05 -0.0131685 0.000107106 -5.55534e-05 -0.0261249 -0.00543209 -0.0279258 -0.0100852 0.0196867 -0.0238877 0.0141169 0.000113866 -0.000149964 0.0132967 -0.0214324 -0.061791 1.57394e-05 -0.00178645 -0.00025918 -0.0016368 0.000934058 0.0180042 -9.49791e-06 -0.00119872 -7.34143e-05
internal_weight=127.758 126.054 0.643105 0.257151 0.167756 125.411 1.34043 124.07 123.007 0.794235 0.623957 0.507743 0.413675 0.27502 0.179149 0.120855 122.213 119.815 2.39787 0.116563 0.061603 119.117 40.2084 38.0235 36.4749 78.9087 4.3976 34.724 32.8714 74.5111
internal_count=4633 4319 202 191 181 4117 61 4056 3993 171 118 109 88 78 75 66 3822 3771 51 178 162 3754 1394 1361 1327 2360 66 1300 1250 2294
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 0 2 2 2 2 0 0 1 0 0 2 0 0 2 0 1 0 2 0 0 2 1 0
split_gain=0.00976727 0.189031 0.172422 0.0707358 0.0206659 0.0280552 0.0255249 0.0233652 0.0129123 0.0121302 0.0157452 0.0107024 0.118506 0.248652 0.227576 0.195794 0.320988 0.300796 0.0517005 0.122204 0.28914 0.705537 0.496103 0.0942298 0.0402675 0.321257 0.211355 0.0379208 0.0752706 0.271142
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 34.515670600900002 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.54413041525000005 33.96174662340001 33.361153777850006 31.914316944300001 37.232443001650005 0.52432561900000019 0.52290350590000012 0.36618664115000005 0.52863686715000002 0.5296248615500001 35.119813570500007 0.50218556330000019 0.50035927070000008 36.558960102350007 0.49877249185000011 0.36510882910000009 0.49194634890000005 37.765550062200006 0.52252926560000013 0.54986377655000018 38.060777288450005 0.37407562650000009 0.52889135055000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 -4 -6 -7 -8 9 10 -1 12 13 14 18 -14 -17 -18 19 20 21 22 23 -2 25 -13 -27 28 -26 -30
right_child=11 2 4 -5 5 6 7 -9 -10 -11 -12 24 15 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 27 26 -28 -29 29 -31
leaf_value=-0.10062542047002179 -0.011270586138863895 0.10206495689564053 -0.0045912387368735571 -0.13180620075170704 0.10084792617111281 -0.10083186188819318 0.056259678808765028 -0.034453742758797 0.056732716920711371 -0.10150682277441221 0.045676659746433118 0.061968425645278137 -0.10562870723271776 0.047047844933424093 -0.042789740482388351 0.10388955907957098 0.010199328615638168 -0.10208114109271534 -0.013919624941258302 0.038108912291745872 -0.048018793939062679 0.10380127189442866 -0.14258800481119929 0.10094142583516821 0.0025694325593985318 -0.033555654952114988 0.029680945230166664 6.7557300345331346e-05 -0.11082945073036909 0.01757484831043539
leaf_weight=0.010651341993797359 0.16205266736051116 0.22916108049685113 0.63773477007634938 0.11592420807573944 0.046057252213358879 0.017805308772949502 0.087606094777584076 0.042009736207032855 0.022332048079988454 0.017670295086055887 0.02377736679082787 0.89473072179680402 0.27358821105735831 1.0372505784034727 1.3062754987549849 0.19957675039768197 0.59122658202568346 0.40003399811013196 1.0812718681991098 1.1112960092723372 0.8423041954963536 0.61056805960834026 0.29075105488300323 0.13904816471040249 0.95935505345550953 1.3603510976045075 0.86437069261751265 113.54964181929775 0.30352013805349998 0.35891857604916311
leaf_count=78 58 6 23 3 2 7 4 239 22 9 11 27 22 5 31 2 10 146 10 6 32 7 3 6 15 20 45 3730 20 34
internal_value=1.37198e-06 0.00879495 0.0252666 -0.0829604 0.0040937 0.0327206 0.0114363 0.0268586 -0.00688453 -0.0341538 0.000414623 -8.56846e-05 -0.00361494 0.00211031 -0.0062979 -0.029343 -0.0118168 -0.0351127 0.00495184 0.0114173 -0.00308942 0.0283839 -0.0494183 0.0405488 0.000154348 0.0113651 -0.00898635 -0.000149299 -0.0153324 -0.0412582
internal_weight=127.587 1.25073 1.06037 0.190355 0.831213 0.193478 0.147421 0.129616 0.0744311 0.052099 0.0344287 126.336 8.04524 6.58082 5.54357 1.46443 1.19084 0.991261 4.23729 3.15602 2.04472 1.20242 0.591852 0.301101 118.291 3.11945 2.22472 115.171 1.62179 0.662439
internal_count=4633 404 281 123 275 252 250 243 120 98 89 4229 338 158 153 180 158 156 122 112 106 74 67 64 3891 92 65 3799 69 54
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 0 1 1 1 0 1 2 1 0 0 2 1 0 0 0 1 0 1 2 0 2 2 1 0 0
split_gain=0.00962094 0.175507 0.168004 0.108658 0.199076 0.170096 0.105111 0.313684 0.0957756 0.115078 0.152718 0.0856108 0.073656 0.501859 0.062119 0.207272 0.199833 0.114588 0.144018 0.105894 0.0872939 0.0783701 0.359181 0.210437 0.234982 0.192177 0.0793002 0.0678528 0.191785 0.757826
threshold=0.48458129995000004 0.48368312325000012 42.720329370750001 0.34708541665000009 0.35585760905000008 0.47976108500000009 0.34587287805000005 0.34494476210000008 0.34614233110000009 0.48847339900000003 0.34708541665000009 41.741384785950011 0.34900152690000003 0.49194634890000005 0.49688632075000011 42.055256506450007 0.35585760905000008 0.49820364660000011 0.49877249185000011 0.50101793360000013 0.36510882910000009 0.50730517050000012 0.37644082515000005 36.859113051050009 0.50386215985000016 39.683197198900011 39.262923716450011 0.38045268105000002 0.5195503128500002 0.51484985480000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 -2 -8 11 -11 -10 -12 -14 15 -15 19 -18 -19 -16 -20 23 25 -22 26 -23 -25 -24 29 -29
right_child=6 2 -4 4 5 -7 8 -9 9 10 12 -13 13 14 16 -17 17 18 20 -21 21 22 27 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00060808202205408406 -0.019933095686328135 -0.063317812514749217 -0.00068514272301510647 0.08730359043892208 0.023303969205922551 -0.10767874216911498 -0.03526388441375803 0.038685578657013983 0.039623782411478674 -0.027889114120029215 0.013611344605455109 0.0032319287132922649 -0.11178048016975553 0.021002522585398649 0.071139121003375244 -0.057725206057176515 0.045701438181314301 -0.0469656923109113 -0.019904600005993922 0.011826635469196378 0.046282267951979816 -0.023863509742652129 0.020716936939218514 -0.040297326804069611 0.028196513537406587 -0.10799514468661593 0.00036172495739426354 0.030781325320878003 0.0012840041389714581 -0.11709179679171473
leaf_weight=52.334740751435945 1.4593702312558741 0.87025629286654183 0.84325035428628325 0.40025308303231166 0.48516053656653746 0.12460802266832616 0.76802094280719657 2.4379023648798466 1.2584432482922374 1.9843198889866389 3.8921207878738633 1.3292025179425762 0.40316436288413271 0.62565579246438463 0.59187018591909779 0.71840151768105898 0.53878178473860927 0.66303569078445335 2.1346543221734384 0.61252278630854562 1.3551671205787048 0.72019415895919425 1.657563317035964 1.1403408702462914 1.623741507728482 0.43580279538946343 0.82798400089359336 0.76350274284869246 43.614638765338825 0.63465188817599483
leaf_count=1304 21 21 20 29 149 14 4 39 22 17 27 25 17 29 17 11 14 13 34 25 20 17 38 13 33 68 37 30 2500 25
internal_value=2.67235e-06 -0.000992988 -0.032495 1.89006e-05 0.0325063 -0.00346274 0.000762037 0.0167353 -0.000149496 0.000249887 -0.000574183 0.0209303 0.00028679 -0.000591288 0.000172924 -0.0210776 0.000671261 -0.000193838 -0.000638807 0.0409743 -7.93944e-05 0.000722521 -0.000516887 0.0127042 3.63755e-05 -0.0555805 -0.0231939 0.000847007 0.000115311 -0.0363414
internal_weight=127.249 55.0583 1.71351 53.3448 1.01002 0.609769 72.1911 3.89727 68.2938 67.5258 64.9381 2.58765 62.9538 59.0617 58.6585 1.34406 57.3145 56.1101 55.5713 1.20439 54.9082 52.7736 47.8264 4.94723 3.59207 1.156 1.96832 46.6704 45.0128 1.39815
internal_count=4633 1537 41 1496 192 163 3096 60 3036 3032 2985 47 2968 2941 2924 40 2884 2842 2828 42 2815 2781 2678 103 83 85 50 2593 2555 55
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 0 0 1 2 2 2 0 2 2 1 2 0 1 2 0 2 1 2 2 2 2 0 0 2
split_gain=0.0102968 0.123817 0.150312 0.32889 0.079513 0.0718984 0.473289 0.461089 0.220498 0.15776 0.19822 0.185754 0.100827 0.361005 0.4653 0.273603 0.679679 0.27275 0.103515 0.596313 0.26558 0.171315 0.291503 0.161587 0.13695 0.141733 0.133848 0.123901 0.158276 0.0996639
threshold=42.081757894750005 42.027798546600003 41.965446242000006 41.976795488650005 42.123054668150012 0.52507409960000018 0.52157121045000021 0.53146612375000013 0.40651477500000005 42.243697547450004 42.431220712750012 42.498713093000006 0.49588335680000006 43.521589032450009 43.813842866750008 0.3475943834000001 43.321682097200004 0.50913146310000013 0.34708541665000009 42.684965421050009 0.47757552170000012 42.91168285345001 0.34584293880000011 43.022303514600004 43.067541470150012 43.477771593600004 43.663128814500006 0.48389269780000005 0.47787491390000009 43.276780833950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 -7 -6 -11 -12 15 -14 -15 18 -17 -16 19 20 -13 22 -21 -23 -25 29 -27 28 -28 -26
right_child=4 -3 3 -5 5 7 -8 -9 -10 10 11 12 13 14 17 16 -18 -19 -20 21 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.00038912857845886428 -0.027821953623146448 0.02176472369669008 0.0028182964472840168 -0.11710794701061833 0.042661229887693788 -0.11558107296165104 0.079619250296863397 -0.0019811565821667579 0.023659110041585826 -0.032006337939333489 0.051250882416480362 -0.02071257170465593 0.038210236021820949 -0.13776686327582666 0.056089496171712432 -0.12815466758868896 0.0075445424912239534 -0.10578821764651761 0.02395686103152812 0.0074462214602774206 -0.13596710122721506 -0.059604018715314788 0.077815699046391518 0.04872829323631226 -0.012670009822426338 0.051967947975207478 0.0022113915076742113 0.034984617385101384 -0.038899173204985545 -0.057136632728719508
leaf_weight=85.356614912335701 1.1038571339823224 2.678678820492677 0.66649405141107709 0.34811759258479924 0.83298765615053127 0.54709926332998193 0.76566573718226294 9.3997299685689182 0.14357656885913173 1.9722162928778555 0.71348715713020538 0.35498729438434473 2.1633335301164602 0.30436047482362472 0.41964943897482954 0.58919786554386522 0.98810567916751779 0.1384172182522434 1.6766010299324978 3.2804831014515368 0.45772207080153748 0.49959546020381829 0.71741120796650637 0.51818608251392007 2.1068460425080304 0.5224966235252565 5.0234796897531453 0.86371357738971699 1.1510936572831267 0.66255646828646764
leaf_count=2482 17 36 40 17 32 149 64 827 56 51 28 22 38 9 39 31 107 41 9 43 25 37 66 11 72 24 207 10 22 21
internal_value=3.34342e-06 0.000590977 -6.56962e-05 -0.0383289 -0.00137675 -0.000583774 0.00213188 -0.00777568 -0.0866361 -0.00015381 -0.00157335 0.00101913 -0.000578127 0.0164011 -0.0383056 -0.00322462 -0.0431456 0.015939 0.000305901 -0.00214811 -0.0856245 0.00227276 0.0200738 -0.00399856 -0.00143779 -0.00395423 0.00313487 -0.000490321 -0.00545264 -0.0233083
internal_weight=126.967 89.0499 86.3712 1.01461 37.9169 36.813 26.7226 10.0904 0.690676 25.9569 25.1239 23.1517 22.4382 3.02576 0.862427 19.4125 1.5773 0.558067 17.8352 16.1586 0.812709 15.3459 3.99789 11.348 10.8484 10.3302 7.56078 7.03829 6.17457 2.7694
internal_count=4633 2575 2539 57 2058 2041 1009 1032 205 945 913 862 834 127 89 707 138 80 569 560 47 513 109 404 367 356 263 239 229 93
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 2 0 2 0 2 1 0 1 2 2 1 0 2 2 2 2 0 2 0 2 0 2 2 2 2
split_gain=0.0105764 0.0802972 0.071354 0.0542266 0.12125 0.12921 0.126843 0.119526 0.111382 0.082436 0.0621308 0.0594151 0.041513 0.0379348 0.0556307 0.0374056 0.304583 0.106373 0.230091 0.106739 0.216237 0.262368 0.0926798 0.081357 0.199851 0.0474688 0.0466453 0.233881 0.0441417 0.103095
threshold=0.47880302985000006 0.47847369840000004 0.47905751325000007 0.34569324270000007 42.154118731400011 48.109449608500007 0.47709649410000005 41.935569238650011 0.47697673720000006 44.749265482150008 0.34560342505000002 0.47757552170000012 0.34560342505000002 40.806664626150003 40.767054867700004 0.34458549145000011 0.47736594710000008 41.16018805045001 41.32819714970001 40.621691032550004 40.806664626150003 0.47787491390000009 41.362929270750008 0.47757552170000012 41.641174900500005 0.47774018740000007 40.518963363600001 40.250747516500006 42.783136484500005 45.044778924400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 10 7 6 8 11 9 -6 15 13 -3 14 -5 16 -1 19 -19 25 21 -21 -20 24 -24 26 27 -17 -26 -30
right_child=2 12 -4 4 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 18 22 20 -22 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=-0.0014781373767243924 0.021419965773948134 -0.045454770676422632 0.00010597581474225274 -0.10075979022509932 -0.10215929389189651 0.050783022804725353 -0.089802112902315059 0.096238606825223796 0.096784113322647192 0.083724867223162289 0.02865194022876108 0.046147355869379486 -0.0089974430679373076 -0.10687876804940102 0.10047958967808424 -0.025988517255946222 0.062262228946598525 0.032074323324971052 -0.041542115470689728 0.10456676638712184 -0.11295918069376598 -0.10992616907742588 0.048335030591492689 -0.023657325324179374 0.0014192609812226206 -0.025815151735775199 -0.013403421321456128 0.10514251992286738 -0.053821074522960533 0.0080202374637841859
leaf_weight=8.1265373056177967 1.5953475533297012 0.60290572427766054 101.59560674518121 0.02703312561570459 0.092753691317767561 0.12268747109919786 0.46386712684761733 0.14592627491219901 0.080010575955384411 0.03211963810827001 0.7626384138566199 0.081640858668833971 0.64804426790215075 0.078313563426490873 0.027929015457630157 0.36555160195289882 0.82586926408112127 1.9268277980663695 0.71005654335021962 0.1345486046593577 0.31932686985237524 0.098979569971561432 0.81680965764098834 1.4150100259575991 2.04110783955548 1.2342747012153266 0.91528653353452682 0.21660963025260571 0.5514365196077049 0.52740522474050522
leaf_count=544 18 32 3460 47 39 3 37 8 5 61 16 4 12 16 2 48 10 8 3 57 18 2 9 27 60 10 4 4 67 2
internal_value=2.92724e-07 -0.00191958 0.000435493 -0.000526917 -0.0216482 -0.0435517 -0.0608581 0.0263928 0.00467247 -0.0543466 0.000632669 -0.0210319 -0.0265684 -0.062184 0.00150001 -0.000423841 0.00440198 -0.00425617 0.00197248 -0.0194053 -0.0594768 0.0136552 -0.00759577 -0.00309187 0.00430008 -0.0112955 0.000672322 0.0228025 -0.00722836 -0.0235892
internal_weight=126.582 23.3915 103.191 22.1406 1.15228 0.791439 0.668751 0.360843 0.204884 0.124873 20.9883 0.214917 1.25095 0.133276 0.0549621 20.2256 8.95241 11.2732 7.98865 3.28458 0.552855 0.233528 6.06183 5.35177 3.93676 2.73172 1.49745 0.582161 3.11995 1.07884
internal_count=4633 1155 3478 1111 222 145 142 77 105 100 889 69 44 65 49 873 554 319 176 143 77 59 168 165 138 66 56 52 129 69
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 2 1 0 1 2 1 1 2 1 1 1 2 0 0 2 1 1 1 0 0 2 1 2 2
split_gain=0.0100411 0.0509642 0.0761848 0.0744658 0.161395 0.0519876 0.277782 0.0501925 0.0878942 0.0668525 0.0433462 0.343354 0.165544 0.197659 0.157604 0.275221 0.0818687 0.225678 0.351214 0.914538 0.394147 0.265731 0.185622 0.115209 0.103088 0.275446 0.172083 0.348314 0.104219 0.306172
threshold=0.47938684470000009 0.35331277505000008 0.47774018740000007 0.3459626957000001 0.34626208795000007 0.47847369840000004 40.518963363600001 0.34446573455000007 0.47961138885000004 0.3447052483500001 43.384297312450009 0.34536391125000004 0.3465914194000001 43.426369480700011 0.34708541665000009 0.3475943834000001 0.34560342505000002 40.21994457600001 0.48588365620000007 0.48265022005000008 40.858951393400005 0.34524415440000006 0.34566330350000002 0.34569324270000007 0.48271009850000007 0.48149755995000004 41.559097512700014 0.34587287805000005 42.686561923500008 42.91168285345001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -9 -10 16 -12 -13 -14 -15 -16 17 -11 19 20 -19 -22 -18 -24 25 -25 -27 -28 -26 -30
right_child=7 2 -4 4 -6 6 -8 8 9 10 11 12 13 14 15 -17 22 18 -20 -21 21 -23 23 24 28 26 27 -29 29 -31
leaf_value=0.00018518774713800258 -0.02742346324254338 2.6374177319611143e-06 0.077963207886067989 -0.091508223118292195 0.0080762824010161757 0.0077279113367828547 -0.05813237990139887 0.020946949024574002 0.016727275745651908 0.018362703480736747 0.074944129876182694 -0.039109370753406522 0.096622241077667329 0.070479517415886525 -0.14532068313994598 0.002280495012476434 0.047017337458649007 0.033257141846487148 0.027230023895193863 -0.080875493669651632 -4.9597396188354455e-05 -0.042752681692957248 -0.030493479030073985 -0.0011890172684691667 0.00037978118005118451 0.090953765817942789 0.10817261497990781 -0.016271994606462451 -0.067576129618406131 -0.00096081001693363764
leaf_weight=21.075145337044265 0.64213360125722729 0.34152761764283113 0.19802944315597415 0.28968290780539874 0.37139687819797018 1.9305358882993453 0.95830174086404429 2.083905227482318 2.3862739019095889 2.69131065160036 0.6777244526892926 0.92076146975159634 0.23333443711453572 0.32531176507472981 0.12929376959800709 5.5089729938442353 0.84783286415040393 1.9563251510262469 1.7740999609231938 2.0335901286453009 3.3733936576172709 2.5654065839480609 1.2218169108964492 3.7211182866740264 62.616370481011842 0.59512184770028387 0.33042969461530425 0.70434511589701287 0.90138145092657795 2.9413924449073932
leaf_count=916 10 152 9 17 31 19 41 39 22 20 7 10 10 4 1 934 4 17 31 27 26 40 18 37 1966 5 57 7 50 106
internal_value=1.12708e-06 -0.00178645 0.0286159 -0.0024526 -0.0355613 -0.00153925 -0.0141196 0.000445712 0.000623709 0.000193548 -0.000217134 0.00693079 0.000454761 0.00633335 0.00280066 -0.00110422 -0.000848362 -0.00774779 -0.0137524 -0.0210753 -0.0056723 -0.0184962 0.000495864 -4.42063e-05 0.000473874 0.0138266 0.0481079 0.0234663 -0.000601234 -0.0165865
internal_weight=126.346 25.1646 0.539557 24.6251 0.66108 23.964 2.88884 101.182 100.54 98.4556 96.0693 7.7954 7.11767 6.19691 5.96358 5.63827 88.2739 14.3941 11.7028 9.92872 7.89513 5.9388 73.8798 73.032 71.8102 5.35101 1.6299 1.03477 66.4591 3.84277
internal_count=4633 1185 161 1024 48 976 60 3448 3438 3399 3377 966 959 949 939 935 2411 161 141 110 83 66 2250 2246 2228 106 69 64 2122 156
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 1 0 2 2 1 2 1 2 0 1 1 0 1 2 2 2 2 0 1 0 1 2 2
split_gain=0.0130068 0.126652 0.130364 0.0905159 0.0815716 0.0712345 0.0443701 0.172239 0.333894 0.120885 0.265532 0.454845 0.42766 0.0993675 0.586604 0.090606 0.199039 0.383739 0.170992 0.186646 0.206217 0.171727 0.123411 0.267509 0.215228 0.471288 0.205112 0.195406 0.360837 0.153447
threshold=40.300545846000013 40.21994457600001 40.148327922700012 40.467253020850002 0.40115565405000009 40.040404835300002 0.34569324270000007 0.34587287805000005 0.48077901860000011 41.965446242000006 42.283941020600004 0.34575312120000007 42.684965421050009 0.34554354660000003 42.477827694800006 0.48233585820000008 0.34494476210000008 0.3453339720000001 0.48185683060000012 0.3453339720000001 41.909642283050012 42.759119507950011 41.184662530950007 41.243661560350013 0.48001556840000009 0.34515433670000012 0.48104847160000008 0.34479506600000004 40.621691032550004 40.767054867700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 13 8 -8 -10 -11 -12 -13 15 -15 18 -17 -18 19 22 -21 -22 24 -24 25 27 -25 29 -29 -5
right_child=3 -3 -4 6 -6 -7 7 -9 9 10 11 12 -14 14 -16 16 17 -19 -20 20 21 -23 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.0003763914705282513 0.026639552503768815 -0.024644051089526636 0.028640411185141951 -0.034240109297494922 -0.0010080929597215489 -0.022081154713620571 0.074467102090624432 -8.9684168494633709e-05 0.020740992837611077 0.02762058079612922 -0.14165245035590521 -0.12158559986338979 0.10413422579295867 -0.056182496940345751 0.026061669566903783 -0.035823287711775662 0.035069179410007811 -0.032919549860806162 0.030892711408695511 0.034336183248212894 -0.049707615721180792 0.011208534535857753 0.063601052696465751 -0.0020126701646177871 -0.069103856828670457 0.10280733117753732 -0.060225029623363693 -0.010407382563670757 -0.13971925833091609 0.047936479943885633
leaf_weight=37.292857178787898 2.4852695093973116 2.2244945447699243 1.5153617482955599 0.47650954537676582 1.8701706504213573 1.5760005869699387 0.91150017912150261 41.110449482167752 2.3756730630993848 0.69187773764133431 0.34463728591799736 0.13447218388319016 0.22336139716207981 1.9061266108183184 1.5911620370206945 2.2017176446970543 1.7560354364104571 1.5745038734748957 1.8517143167555321 2.7963877189904442 0.64907927709282409 1.6123400953256348 0.59853524641948652 13.187088302504185 0.78651963546872128 0.32583178253844369 0.63440511715816761 0.55599653534591198 0.35266787444561487 0.43435349939309376
leaf_count=1478 40 34 34 19 31 35 27 2007 14 4 4 2 57 26 32 25 27 28 9 20 25 38 4 481 6 15 9 14 64 24
internal_value=7.3333e-06 -0.00141418 -0.000134608 0.000733247 0.014768 -0.00125645 -3.97079e-05 0.00197993 0.0201541 0.00702247 -0.016351 -0.0596595 0.0193098 -0.00281773 -0.0187639 -0.000945915 -0.0124944 0.00292768 0.00168744 -0.00072579 0.016178 -0.0062758 -0.00565297 -0.00185026 -0.024356 -0.00795085 -0.00468461 -0.0277849 -0.0605955 0.00494656
internal_weight=126.047 42.6087 40.3842 83.4384 4.35544 38.8689 79.0829 45.792 4.68152 3.77002 1.39435 0.702471 0.357834 33.291 3.49729 29.7937 5.53226 3.33054 24.2614 22.4097 5.05781 2.26142 17.3519 14.42 2.93188 2.14536 13.8215 1.81953 0.908664 0.910863
internal_count=4633 1581 1547 3052 71 1513 2981 2115 108 81 67 63 59 866 58 808 80 55 728 719 83 63 636 494 142 136 490 121 78 43
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 0 1 1 0 0 2 0 0 0 2 0 2 2 2 2 0 0 2 1 0 1 2 2 2 0
split_gain=0.0111277 0.0487595 0.0327595 0.212899 0.167253 0.178314 0.0971651 0.0989976 0.0427276 0.0404886 0.0401523 0.407346 0.0751891 0.118981 0.114826 0.19812 0.117611 0.102571 0.160445 0.0735098 0.115809 0.0962116 0.0429153 0.150342 0.0595252 0.0425161 0.0505581 0.0528901 0.0845782 0.0456129
threshold=0.47721625100000004 0.34422622080000004 0.34512439750000007 41.289992964000007 0.47709649410000005 0.47697673720000006 0.34518427590000006 0.35799826355000003 0.47697673720000006 0.45995628875000011 41.529896397300007 0.47642286160000008 0.47673722340000008 0.47550971530000002 42.759119507950011 0.47076434840000009 41.909642283050012 43.564719632750005 43.022303514600004 39.955516828000007 0.4413939702500001 0.47449178170000011 48.553014326500012 0.31118828780000007 0.3733870243500001 0.34422622080000004 38.110427674550003 37.140760352250005 35.771221912400001 0.4560492201000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 5 6 -5 -8 -4 -9 11 19 13 14 15 16 -12 18 -16 21 -21 25 23 24 -19 26 27 28 29 -1
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 12 -13 -14 -15 17 -17 -18 22 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018867747262625939 0.030017192743292828 0.00017275390103604538 0.0083794133209306523 0.063175383910196212 -0.10973719261102442 0.051219377156851591 -0.10582938889162739 -0.067954794818637587 0.05912185554551122 0.040443700358875345 0.040601201791259763 -0.11553702044508192 0.028344858590004338 -0.05979920401430782 -0.12289008027503055 0.09998802655610084 -0.10203556868331076 0.031354902722111028 0.0076888139228474053 0.0019220120879435522 -0.11230268362444712 0.041653581689953395 -0.0015804496182527886 0.062014846142385227 -0.10223986245859783 -0.02856032588007873 -0.01873271076956657 0.023049220933810947 -0.11325363773921582 0.099807197965341252
leaf_weight=0.12264085844060391 0.55009645452992018 113.14634809276413 0.61985480155982386 0.061161913559771852 0.2925782116362825 0.23597095531295054 0.28328122577488557 0.058132046624905342 0.22661432065069675 0.084610559919383377 0.13101955334479942 0.32637666352093209 1.0797655209898946 0.3193074221298956 0.17304982208019826 0.30421453947201371 0.1034512620066792 0.050680987187661564 0.20624631390592096 0.2391339718082256 0.14115454159036744 0.61344655888387922 3.3732502169441432 0.38379364793217974 0.097542390628522213 0.50035079616519151 0.67585228307552814 1.2002978182354125 0.078811584307004523 0.044008716176904272
leaf_count=78 15 3638 135 3 12 15 75 93 4 9 20 8 17 28 16 5 48 9 46 31 25 8 60 39 64 39 27 32 26 8
internal_value=1.11702e-05 0.00031715 -0.00288149 -0.0150749 -0.0459415 -0.0201307 -0.0546895 -0.0716107 0.021964 -0.00370168 -0.000647553 -0.00854394 0.0043551 -0.000681949 0.00323172 0.0467465 -0.0223318 -0.00223927 -0.0518864 0.00111397 -0.0404756 0.00600239 0.00258267 0.0289789 -0.0565607 -0.00233873 0.00384525 0.0143998 -0.0278955 0.0124719
internal_weight=125.723 113.696 12.0266 1.8622 1.01573 0.723157 0.487186 0.426024 0.846469 0.142743 10.1644 3.94207 6.22232 5.14256 4.82325 0.538685 0.234471 4.28456 0.379296 3.6157 0.380289 3.23541 3.90527 0.532017 0.148223 2.62196 2.12161 1.44576 0.245461 0.16665
internal_count=4633 3653 980 346 207 195 180 177 139 102 634 282 352 335 307 73 68 234 62 274 56 218 172 112 73 210 171 144 112 86
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 1 0 2 2 1 2 0 0 2 1 2 0 2 0 2 0 0 0 0 1 1 0 1 2
split_gain=0.0111958 0.101299 0.107114 0.0733416 0.0677443 0.0638169 0.316284 0.274571 0.616192 0.182578 0.199878 0.139227 0.119102 0.0680579 0.173684 0.0624559 0.0480886 0.168758 0.271787 0.1203 0.557988 0.130623 0.169356 0.477311 0.254283 0.0810695 0.202309 0.130005 0.174416 0.0649206
threshold=40.300545846000013 40.21994457600001 40.148327922700012 40.467253020850002 0.40115565405000009 0.50386215985000016 0.36618664115000005 0.51809826055000008 37.345948426100009 38.621016321050007 0.34569324270000007 39.656620114300004 0.47943175355000006 0.47604862130000009 37.041406607950009 0.34377713240000007 39.896141435400004 0.53998383280000006 40.003678352300007 0.52252926560000013 38.911218973650008 0.52324780695000006 0.52769378160000013 0.52401125715000008 0.52812790035000023 0.39431454150000006 0.39500314360000005 0.53499895210000015 0.3975479776000001 37.232443001650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 9 8 -7 13 11 12 -11 15 -15 -1 19 -18 -19 20 -9 -21 23 -23 -24 -26 -27 28 -28 -29
right_child=3 -3 -4 -5 -6 7 -8 16 -10 10 -12 -13 -14 14 -16 -17 17 18 -20 21 -22 22 24 -25 25 26 27 29 -30 -31
leaf_value=0.0061838447813070295 0.024374800870999035 -0.021959564086699759 0.026093500832572045 -1.2777321377593344e-05 -0.00092424696639467055 -0.035653741222010413 -0.065121294789178705 0.027841225293303375 0.066673765968855866 -0.0087959210644443335 -0.046446595424536594 -0.021624343237153138 0.030367109176960689 0.0043370102169529986 0.047340621942602079 -0.02888672813782945 0.040214485210092216 0.022598383032306379 -0.073330294153035616 0.022907445211924005 -0.069692608212728269 0.0053844075272082917 0.070963370416887689 -0.10705347723702696 -0.031265642860807845 0.079894124971012948 0.019976806265685914 -0.027269503181384748 -0.10453989088260754 0.0021699675389854462
leaf_weight=1.4819008338677448 2.437152515581146 2.2503913829048789 1.4964988128743346 78.597539551921386 1.8709944721850034 0.8838384626142245 0.85866912299570763 1.0918554180534621 1.7609775929558962 1.7071674215148962 1.4900908134927702 2.8161067369946977 1.4245159067213533 3.7561869001879131 1.2523039707448331 0.77250300016250806 1.1042144936509424 0.78861513108199666 0.47218573641589501 2.0953155425377181 1.2674630248220635 1.0827465354959702 0.4875570610165586 0.57968660769984115 0.91841672430746157 0.30554585158824821 0.18879143543745058 0.81591716862396779 0.27836062668939121 9.1429458894453841
leaf_count=149 40 34 34 2981 31 28 28 31 43 35 38 34 14 55 28 84 13 15 41 20 23 14 5 62 16 3 10 381 37 306
internal_value=6.69022e-06 -0.00131151 -0.000159088 0.000683567 0.0133876 -0.00117102 -0.00612857 0.00214464 0.0324782 -0.00268282 -0.0136953 -0.00549013 0.00901826 0.00859495 0.0150895 -0.00583358 -0.00174616 0.0116707 -0.0133281 -0.0034844 -0.0245555 -0.000356846 -0.00388918 -0.0338224 0.000210671 -0.00275036 -0.00031 -0.00266047 -0.0542186 -0.000241971
internal_weight=125.476 42.5708 40.3204 82.9057 4.30815 38.8239 15.5594 23.2644 2.64482 14.7008 7.43788 5.94779 3.13168 7.26289 5.00849 2.2544 20.6196 2.36502 1.2608 18.2546 2.35932 15.8953 13.8 1.66243 12.1375 11.65 10.7316 10.426 0.467152 9.95886
internal_count=4633 1581 1547 3052 71 1513 465 1048 71 437 121 83 49 316 83 233 977 69 56 908 54 854 834 76 758 753 737 734 47 687
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 0 2 2 1 0 0 2 0 0 2 2 1 2 0 2 0 0 0 2 2 1 0 2
split_gain=0.0134077 0.165265 0.156937 0.0593232 0.0225689 0.0272819 0.0234189 0.0388504 0.0150269 0.164403 0.0433876 0.390694 0.153369 0.0913286 0.124029 0.0668467 0.0579388 0.0884754 0.0785686 0.265132 0.169469 0.173835 0.102729 0.159706 0.109682 0.085307 0.149149 0.0774923 0.22201 0.192373
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 34.515670600900002 0.38906020780000011 0.39346127360000005 0.54191491270000014 0.54413041525000005 39.788107623550012 39.683197198900011 0.3459626957000001 0.48735067810000005 0.47943175355000006 39.032633164100012 0.47604862130000009 0.49588335680000006 39.525197829750006 39.476991512000005 0.44720217960000008 39.354247760400007 0.55131582885000008 38.536700832000001 0.54413041525000005 0.54088200950000009 0.53938504835000012 38.751720283100006 38.621016321050007 0.39048232090000007 0.52290350590000012 38.751720283100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -7 -8 9 10 12 -12 13 14 -2 -13 17 18 20 25 22 -22 23 24 27 26 -20 29 -29 -17
right_child=8 2 4 -5 5 6 7 -9 -10 -11 11 15 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0080251603558904924 -0.0039455945022898245 0.10194813912565735 -0.0031272540371641033 -0.12679023957606692 0.10089245328223043 -0.042088368225538873 0.1009512147663348 -0.029068257954966717 0.00054019124778317753 -0.038587428059792372 -0.085691733984154514 0.028229668643692359 0.032712027003619019 -0.027287947416253885 0.046230180493491195 -0.0058417376736951835 0.018512024131889022 -0.038972497345620458 0.0047268258070475534 0.10216466814395127 -0.016168030894421155 -0.10710553717002458 0.024739306712653956 -0.038791864970514678 0.028236107747138167 -0.018209357273788591 0.1036502069814582 -0.063065982950795935 -0.0034803529774863431 0.029395997124610398
leaf_weight=0.069994635974829023 2.5340977325834184 0.21370952564757295 0.64029719663085416 0.10537451028358191 0.048435274511575699 0.048863124815397896 0.051912399008870125 0.041237059399655163 92.929884578592223 1.1814881777263497 0.55093928604151443 0.78313851053826766 1.6772811282426117 1.1344162637105908 0.61153516173362721 7.5280138709931794 1.3605788897023519 0.65443942508136288 0.82846372573430194 0.30762876527660399 0.68372958251427363 0.30352710350416601 1.3708164968265908 1.2047913736896578 1.1861843300284807 1.0014406923671684 0.18677480122005363 0.77970776430993227 3.1575780735820445 1.9507367558544499
leaf_count=120 117 6 23 3 2 9 2 239 3266 34 35 17 20 25 8 105 30 28 173 7 73 19 24 14 14 59 4 20 109 28
internal_value=7.0841e-06 0.0104399 0.0255224 -0.0793878 0.0058619 0.036084 0.0139802 0.0433919 -9.56235e-05 -0.00200303 -0.000552351 -0.00245997 0.00708106 -0.00296329 0.00580896 -0.000490865 -0.00149032 -0.00277745 -0.00162136 0.01569 -0.00383644 -0.0441263 -0.00152087 -0.0037982 -0.000910966 0.00249899 0.0229259 -0.00348802 -0.0152802 0.00141022
internal_weight=125.127 1.21982 1.04445 0.175369 0.830745 0.190448 0.142013 0.0931495 123.907 30.9773 29.7958 23.8385 5.95733 4.28005 3.14563 23.2876 22.5044 21.1438 20.4894 2.32431 18.1651 0.987257 17.1778 15.807 14.6022 2.01668 1.01524 13.416 3.93729 9.47875
internal_count=4633 404 281 123 275 252 250 241 4229 963 929 759 170 150 125 724 707 677 649 243 406 92 314 290 276 236 177 262 129 133
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 1 2 2 2 2 1 1 2 2 2 2 1 2 1 1 1 0 2 2 1 2 1 2
split_gain=0.0113944 0.140527 0.145549 0.0552329 0.0197002 0.0253966 0.0203658 0.0203477 0.0532105 0.0121723 0.134269 0.0423022 0.135102 0.119659 0.261925 0.0477649 0.0816356 0.0900295 0.0771012 0.0601112 0.0563793 0.0354856 0.146379 0.29615 0.100719 0.232145 0.394219 0.382555 0.0810082 0.473962
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 34.515670600900002 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.40651477500000005 33.361153777850006 39.788107623550012 39.683197198900011 40.003678352300007 0.34554354660000003 0.36994401365000007 39.896141435400004 40.148327922700012 40.21994457600001 40.300545846000013 0.38045268105000002 40.467253020850002 0.40115565405000009 0.34569324270000007 0.34587287805000005 0.48077901860000011 41.965446242000006 42.283941020600004 0.34575312120000007 42.684965421050009 0.34554354660000003 42.477827694800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -7 -8 -9 10 -2 12 -11 -14 -15 18 -17 -18 -13 20 -19 28 23 -23 -25 -26 -27 -28 -21 -30
right_child=9 2 4 -5 5 6 7 8 -10 11 -12 15 13 14 -16 16 17 19 -20 21 -22 22 -24 24 25 26 27 -29 29 -31
leaf_value=-0.0072265607950367369 -0.00049357935722523026 0.10175978800679863 -0.0028103400788618417 -0.12363571886411513 0.10080687487527847 -0.10064625230943869 0.074831546639935007 0.071312739273909576 -0.10216619480253436 -0.018748001049206733 -0.034986404484699231 -0.035232552286810562 0.052981385269840919 -0.035799181620369713 0.039713469535620632 0.023718569954748889 -0.019611603485936602 0.022277920027242062 0.001031776635014687 -0.00086113918656742527 -0.00088565921396066474 0.071555391211196626 -0.00014008373234290325 0.018879062537430644 0.025353789772327585 -0.13673782864877157 -0.11924572960220761 0.10373518562402058 -0.05056614961935494 0.023520974079237953
leaf_weight=0.069958762746168968 29.615522804443234 0.19371208269149043 0.64120207581436262 0.097653364529833198 0.043861361220479012 0.014063397989957593 0.050745299944537692 0.038658654596874342 0.032582967845979027 1.1116859503090375 1.1732474482887472 0.99199653986988723 0.87993993237614665 0.78576145655303253 1.105744216208677 1.4792701042607053 2.2728108628129453 2.3962746184374728 1.433458761218162 29.474574945554878 1.8713722893535587 0.86169468136358673 41.095045134955413 2.3420750796794896 0.67726956307888009 0.32262679655104876 0.12401204183697701 0.20270698331296444 1.9050323100527742 1.5793689452148099
leaf_count=120 929 6 23 3 2 7 4 166 73 11 34 18 7 31 25 34 34 40 54 808 31 27 2007 14 4 4 2 57 26 32
internal_value=8.62887e-06 0.00977855 0.0237888 -0.0750483 0.00539442 0.034636 0.0133031 0.0264399 -0.00802934 -8.47598e-05 -0.00180797 0.000486267 0.0107032 0.0225167 0.00834432 4.06442e-05 0.000428272 2.3541e-05 -0.0138001 0.000562175 0.0121206 -6.55248e-05 0.00174057 0.0188 0.00640888 -0.0156066 -0.0583285 0.0190988 -0.00256572 -0.0169848
internal_weight=124.884 1.18244 1.01483 0.167612 0.821114 0.179912 0.13605 0.121987 0.0712416 123.701 30.7888 92.9127 3.88313 2.77145 1.89151 89.0296 86.6041 85.1249 2.42546 82.8521 4.26765 78.5844 45.6254 4.53039 3.66869 1.32662 0.649346 0.326719 32.959 3.4844
internal_count=4633 404 281 123 275 252 250 243 239 4229 963 3266 74 63 56 3192 3120 3086 72 3052 71 2981 2115 108 81 67 63 59 866 58
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 0 0 1 1 2 2 0 2 0 0 2 0 1 0 0 1 0 2 1 2 1 0 0 0
split_gain=0.0101816 0.196866 0.109525 0.124439 0.0689529 0.221555 0.549379 0.325377 0.201768 0.0685369 0.319809 0.453649 0.229631 0.147333 0.0681046 0.0613202 0.113982 0.17911 0.11554 0.166899 0.0967758 0.083083 0.21944 0.0436938 0.0772564 0.0418943 0.0333006 0.513473 0.397971 0.0495893
threshold=0.48077901860000011 0.3447052483500001 0.48119816770000007 0.48185683060000012 0.35331277505000008 0.34584293880000011 0.47943175355000006 0.47880302985000006 0.34569324270000007 0.34575312120000007 40.21994457600001 41.289992964000007 0.48265022005000008 42.388109226950007 0.47774018740000007 0.47787491390000009 41.11191809080001 0.47961138885000004 0.34479506600000004 0.47880302985000006 0.47938684470000009 0.34536391125000004 0.47709649410000005 48.109449608500007 0.36265381275000008 42.154118731400011 0.34512439750000007 0.47774018740000007 0.47709649410000005 0.47757552170000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 7 25 15 10 -5 -12 -11 -13 23 21 18 20 -17 -20 -18 26 -23 24 -6 -7 29 28 -28 -1
right_child=1 2 3 9 14 6 -8 -9 -10 12 11 13 -14 -15 -16 16 17 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0037659891698684556 0.02951597652660904 0.015797904956996591 -0.018494878118524096 0.028456126534056415 0.019528078304340502 -0.013259456423733565 -0.13162857043647172 0.079535702708949829 0.047617837221841514 0.05980422840388231 -0.049130337027351777 0.020559324148935396 0.00037339821535267546 -0.015272163002153887 0.067368542348010527 -0.021887236459874532 -0.017944632729450884 -0.046098877254961562 -0.013290180679690565 0.022769615938042897 0.013723287495178239 -0.012991050366377384 0.061850514049213913 0.049700272003142983 -0.10453791536941548 -0.066459946106807583 0.027439496318224628 0.036124685155761553 -0.13058318404778921 -0.015051567177229464
leaf_weight=12.03675156998831 2.2876568310930443 4.0898292269557706 3.861568388354498 1.8958798618987183 0.13730007151103407 0.27080874448739567 0.45295505225658417 0.34594179876148701 0.85167283621558354 0.65606501059119082 2.8216945519670844 2.1918031331151724 71.987555371667156 2.4086122312583029 0.28567570600716863 1.6113876807503382 2.687224853420048 1.5778297578217459 2.1110609109746292 3.2743486273102462 1.5057120360434053 0.78960453362469596 0.77756332140415907 0.11856831982731819 0.079111205490235648 0.32646205200569511 0.24071088220808856 0.91184750548563898 0.47164182271808386 1.5848165359348065
leaf_count=651 26 40 31 14 132 19 7 24 25 6 29 29 3124 35 17 23 48 30 31 30 11 33 11 3 17 37 122 6 10 12
internal_value=1.07446e-05 0.000546908 -0.000190152 -0.000952049 -0.00151271 -0.00215643 -0.0411086 0.00236139 -0.000369377 -0.00012553 -0.00819964 -0.0175629 0.000910135 0.00179924 0.0314982 -0.00175101 -0.00697578 -0.0173797 0.00160509 0.00863431 -0.00657247 0.00221662 0.0241422 0.00090741 -0.0258254 -0.0423383 -3.71905e-05 -0.0135718 -0.0771858 0.00157664
internal_weight=124.65 92.2007 89.913 85.8232 32.449 31.8283 1.39617 0.943213 30.4322 81.9616 9.31799 7.42211 72.6436 4.60042 0.620655 29.5805 12.7676 5.77077 6.9968 5.38541 4.19294 16.8129 1.56717 0.33498 0.216411 0.597271 15.2458 1.6242 0.712353 13.6216
internal_count=4633 3334 3308 3268 1299 1130 87 80 1043 3237 107 93 3130 64 169 1018 173 89 84 61 59 845 44 152 149 56 801 138 132 663
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 2 1 1 0 0 2 2 1 0 1 1 0 1 1 1 0 0 2 0 1 1 1 1 2
split_gain=0.0102316 0.0429903 0.0957638 0.151224 0.078288 0.0764077 0.366417 0.0613457 0.0578826 0.0747353 0.113559 0.319987 0.23998 0.162469 0.20864 0.154418 0.133374 0.109092 0.0775544 0.103316 0.169244 0.0793132 0.193278 0.0605406 0.139397 0.165264 0.164379 0.15997 0.166063 0.122646
threshold=0.47721625100000004 0.47787491390000009 0.47811442770000007 0.34446573455000007 0.34491482290000003 41.362929270750008 42.670715716450012 0.3447052483500001 0.3447651268000001 0.48119816770000007 0.48458129995000004 42.546237522150008 41.404176814550006 0.34587287805000005 0.48847339900000003 0.34584293880000011 0.34569324270000007 0.48265022005000008 0.34614233110000009 0.3465914194000001 0.34708541665000009 0.48735067810000005 0.48911709230000006 40.165165956550005 0.48001556840000009 0.34566330350000002 0.34569324270000007 0.3453339720000001 0.34566330350000002 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 -7 -5 -9 23 11 12 16 14 -12 -13 -11 -17 -15 -20 -21 -22 -23 -10 25 29 -27 -26 -29 -25
right_child=1 2 3 7 5 6 -8 8 9 10 13 15 -14 18 -16 17 -18 -19 19 20 21 22 -24 24 27 26 -28 28 -30 -31
leaf_value=-0.0027915993917127248 -0.011529305264193181 -0.035886397798987106 -0.041850878503835953 0.014357853993498365 0.0032699138211159094 0.076245965720519657 -0.0094192192500259092 -0.021132524066445196 -0.0068859913563885352 -0.017333243320626343 0.056767641291940153 0.0056988849056767744 -0.035748120278962729 -0.031454498251697424 -0.0022574269940801891 0.022724440739416714 0.0091542116836361969 0.093116045244638318 0.020769948130176626 -0.038680793743946694 -0.032147699922184372 0.076682233662875909 0.00018329780030574986 0.012219400440374329 -0.0012563165185367519 -0.0079153003504760355 0.057731798071110445 0.05053101749500806 0.0099390825255787872 -0.019669079561203919
leaf_weight=11.779547061455004 1.4530784422531713 0.74476300331298162 0.85246836190708464 3.0734496102668336 2.4286788683384657 0.91730873542837832 1.0957291088416239 1.2776235416531552 2.7687711870385092 4.4265376077964884 1.1637336034327739 2.3819236056879158 4.1508424542844296 0.77966654673218627 1.2337461430579422 0.48710526255308639 3.33200981848222 0.40175895113497972 2.3705418268218628 1.1396919265389502 0.74886211299734995 0.33204468838630319 61.864570861121251 1.8338337000459413 2.2530079642310739 0.68973940168507375 0.85332143562845886 2.2040218724869192 1.8570074276067314 3.5235419521595759
leaf_count=980 16 20 17 32 16 12 30 8 38 39 19 31 30 4 22 5 21 60 24 11 16 18 2963 21 19 4 48 27 18 64
internal_value=1.25976e-05 0.000305854 -0.000153241 9.78234e-05 0.00861926 0.0152107 0.029617 0.000437917 1.87871e-05 0.000286886 -0.00089518 -0.00873214 -0.0163408 0.000813302 0.0263933 0.0189721 -0.00595786 0.0545408 -9.8829e-05 0.00026904 -0.000489299 0.000202197 0.000591697 0.00655937 0.00937652 -0.000448115 0.0283879 0.0201136 0.0319693 -0.00875363
internal_weight=124.419 112.639 106.745 106 5.8948 4.44172 2.01304 105.147 102.074 100.796 84.813 15.1802 11.9094 69.6329 2.39748 3.27079 7.75855 0.888864 67.2354 66.4557 64.0852 62.9455 62.1966 15.9832 13.2145 6.90044 1.54306 6.31404 4.06103 5.35738
internal_count=4633 3653 3579 3559 74 58 42 3542 3510 3502 3263 186 90 3077 41 96 60 65 3036 3032 3008 2997 2981 239 201 137 52 64 45 85
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 1 0 1 2 1 0 2 1 0 0 0 0 0 1 1 2 2 2 2 0 1 0 1 2
split_gain=0.0100405 0.0880799 0.196978 0.096574 0.191953 0.0848551 0.547856 1.04163 0.288633 0.144762 0.207111 0.129355 0.108968 0.0674602 0.0562096 0.248119 0.0626328 0.106584 0.0448428 0.0743485 0.0715973 0.101212 0.0653155 0.143798 0.0638018 0.0568256 0.0424133 0.131097 0.148139 0.11524
threshold=0.34521421515000011 0.48588365620000007 0.48389269780000005 0.48077901860000011 0.47976108500000009 0.47757552170000012 0.34536391125000004 0.47736594710000008 0.34545372890000009 41.289992964000007 0.34584293880000011 0.47787491390000009 41.741384785950011 0.34515433670000012 0.47943175355000006 0.47847369840000004 0.47774018740000007 0.47736594710000008 0.47568935060000012 0.3447052483500001 0.34506451900000007 43.477771593600004 40.300545846000013 42.546237522150008 42.055256506450007 0.47673722340000008 0.34569324270000007 0.47976108500000009 0.3459626957000001 41.184662530950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 6 7 12 -8 -10 -11 -7 -2 14 15 16 17 18 19 -1 21 25 -21 24 -24 -20 29 28 -28 -13
right_child=5 -3 -4 -5 -6 11 8 -9 9 10 -12 26 -14 -15 -16 -17 -18 -19 20 22 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00027381559333558282 -0.10295905543994698 0.029363547114357454 -0.045726743265510281 0.013307653695003306 -0.034408920224820186 0.031036293745691213 0.072388487188570702 -0.37753313594938509 0.010882985005106318 -0.10777835927178159 -0.0029049736237049418 0.0051911462258804183 0.03811419262235604 0.022755908752915475 0.01840021934322544 -0.064049745072158215 -0.023114998301748148 0.021379481293962461 -0.017717469011046094 0.093941366222533407 0.0089034251579514761 0.0062680210312694275 -0.11745379405909338 0.077351921304352422 0.0044149105154829577 -0.061217674533965719 0.083653381614570199 3.5475550027288582e-05 0.0044061396623760662 -0.012690040648951063
leaf_weight=7.5262686573594397 0.085983880643455524 1.1050377481151361 0.88898789044469495 5.9568582453248373 1.6013880167156447 1.3245431287214149 0.44220131670226681 0.11731152236461639 0.78502084893066848 0.3438332425957924 0.41631875567844645 6.1261231610551468 0.15074655178796093 1.4054329801583652 1.5002063857391466 0.61606433209272005 1.0222861836664385 2.4595922436565152 0.55562025398830817 0.15255431667927144 1.0461476051714269 0.71332133677697118 0.076833917388285045 0.18451469810679555 0.097435434348881245 0.65352432976942509 0.40016720810672168 77.158410022300188 0.57458659895928577 8.7552540108736121
leaf_count=538 24 22 6 39 16 23 11 1 60 37 127 60 37 21 15 32 19 16 19 31 9 10 58 14 3 22 11 3178 44 130
internal_value=1.90931e-05 0.00170276 0.000547447 0.00215638 -0.0012308 -0.000460894 -0.019266 -0.133872 0.0011505 -0.0192366 -0.0503415 5.83287e-06 -0.0131256 0.00171932 -6.12692e-05 -0.00189494 0.000748014 0.00255963 -0.0016461 0.00223308 -0.0121491 -0.0236053 0.0391315 0.0158265 -0.049316 -0.0412287 -0.000436046 0.000495875 0.0369396 -0.005329
internal_weight=124.243 27.5621 26.457 25.568 19.6112 96.6805 2.34142 0.354042 1.98737 1.54517 0.760152 94.3391 0.23673 18.0098 16.6044 15.1042 14.4881 13.4658 11.0062 8.03761 2.96861 1.92247 0.511338 0.358784 0.174269 1.20914 93.0145 78.1332 0.974754 14.8814
internal_count=4633 890 868 862 823 3743 297 62 235 224 164 3446 61 807 786 771 739 720 704 644 60 51 106 75 61 41 3423 3233 55 190
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 1 0 2 1 0 0 2 1 2 2 0 1 1 1 0 0 1 0 0 1 2 1 1 1 2
split_gain=0.00926853 0.209649 0.0531985 0.202236 0.195994 0.11513 0.071752 0.051243 0.0476505 0.0668271 0.138101 0.0893953 0.0546067 0.094854 0.0427395 0.0443083 0.0767388 0.0854943 0.03365 0.167287 0.225859 0.121611 0.0537057 0.259509 0.361732 0.154878 0.0390593 0.0382257 0.206209 0.143818
threshold=0.45107930900000009 0.5619592227500001 39.476991512000005 40.574766824850009 39.427119987250002 0.45218706025000005 0.56915960600000015 37.345948426100009 0.44618424600000006 0.56859076075000015 0.57212358910000016 47.580405388500004 0.43967246490000006 41.243661560350013 40.636252116050009 0.57927906350000014 0.46112391845000006 0.4690129038000001 0.43349001525000008 0.57161462230000015 0.5485614203000001 0.43694799560000003 0.55688452445000014 0.56345618395000019 0.43220262865000009 40.806664626150003 0.43593006200000012 0.42663393310000008 0.42991227810000004 41.037275035300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 -4 5 -3 -7 -8 12 -10 -11 -12 18 -14 -5 -16 -17 -18 22 20 26 -22 27 24 -24 -25 -20 -1 29 -29
right_child=1 2 3 14 -6 6 7 -9 9 10 11 -13 13 -15 15 16 17 -19 19 -21 21 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.00023076510206764472 -0.070160256299742471 -0.10855273869475515 -0.12027960087030727 0.022594023763050055 0.10197746874889997 0.015561722706714024 0.036878307248311891 -0.10221151617322399 0.028985385322808283 0.018867822654354157 -0.10358893513911516 0.023241566130392164 0.00071667598598861178 -0.066849645662553289 -0.020982391683879512 0.041342980093060186 -0.10337704315191432 -0.00017675155443714526 0.038565916880086586 0.062374839205472168 0.004188744805691068 -0.051196699536358831 -0.068119617615937919 -0.0023180175193835916 0.10983510098450887 -0.11749914175081255 0.10037416223215399 0.063435162148800045 -0.093996022149237315 -0.031344474999278414
leaf_weight=110.8703075907469 0.44057392030277487 0.087472297711428282 0.14809059111237877 0.62956977989597396 0.22783197013268353 1.4677013186674228 0.037195622039298271 0.092008975588356634 1.3270011175117731 0.64745429344475258 0.18978009111874528 0.07858574144756858 0.54939386169502213 0.33414745134359691 1.1404762040328935 0.41695735280518398 0.089620120801555458 0.76975868427877003 0.24859048941292616 0.51544700841997571 0.99114562375689252 0.6607270124986826 0.20669751091759181 0.18780081842896834 0.25532798527274281 0.3085348130418879 0.17367222502487323 0.28495352992103917 0.26840516478176824 0.36538292085043622
leaf_count=2892 29 4 81 9 6 32 257 106 26 5 47 25 37 25 91 27 27 534 40 41 43 23 50 22 3 34 20 22 41 34
internal_value=2.10302e-05 -0.00397408 0.00173606 -0.00616069 0.0149281 0.00315365 0.00927249 -0.0621701 0.000208108 0.0146454 -0.00613287 -0.0664491 -7.05022e-05 -0.0248363 -0.000613142 -0.00665851 0.00614066 -0.010939 0.000119217 0.0113898 -0.00128056 -0.0179647 -0.000139646 -0.0237114 0.030223 -0.0739175 0.063987 6.24329e-05 -0.0202513 0.0101845
internal_weight=124.011 5.54726 5.10668 3.19447 1.91221 1.68438 1.59691 0.129205 118.463 2.24282 0.91582 0.268366 116.221 0.883541 3.04638 2.41681 1.27634 0.859379 115.337 2.58958 2.07414 1.65187 112.747 0.958361 0.462025 0.496336 0.422263 111.789 0.918742 0.650336
internal_count=4633 1203 1174 769 405 399 395 363 3430 103 77 72 3327 62 688 679 588 561 3265 167 126 66 3098 109 53 56 60 2989 97 56
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 0 2 2 2 2 2 1 2 0 0 1 1 2 0 0 0 0 0 1 1 2 0 1
split_gain=0.00942568 0.121371 0.134468 0.0504227 0.017965 0.0230617 0.0184214 0.0186762 0.0118666 0.0122006 0.0137409 0.0104285 0.0192251 0.203787 0.314485 0.0809209 0.126001 0.174816 0.185235 0.0292402 0.372169 0.515508 0.127549 0.071538 0.0345845 0.0267443 0.0486627 0.020958 0.15695 0.173527
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 34.515670600900002 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.54413041525000005 33.96174662340001 33.361153777850006 31.914316944300001 35.374259656300005 36.558960102350007 0.39048232090000007 36.377496227400009 0.50035927070000008 0.49820364660000011 0.37407562650000009 0.36510882910000009 37.041406607950009 0.50035927070000008 0.50218556330000019 0.50452082270000009 0.52889135055000014 0.5380527529500001 0.35799826355000003 0.32467590790000006 37.765550062200006 0.50730517050000012 0.39048232090000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 -4 -6 -7 -8 9 10 -1 -2 13 15 -15 16 17 18 25 20 -14 -22 -23 -24 -25 26 -13 28 -21 -30
right_child=11 2 4 -5 5 6 7 -9 -10 -11 -12 12 19 14 -16 -17 -18 -19 -20 27 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10054986153711004 -0.0069504337867019013 0.10158859051943248 -0.0026091614057609032 -0.12093049284906615 0.10072896362102474 -0.10058495265843495 0.054915077395107814 -0.02962509047029659 0.054509176677899132 -0.10151503926637906 0.043066681763943418 0.088754493965967796 -0.080630284751869494 -0.10465676113820295 0.083274038578773246 0.0081305326892235005 0.10355052442423725 0.10388426727469398 -0.11479571791251289 0.052696745612332646 0.10837310734108155 0.0057331517698853661 -0.10762891059376403 0.0075553404493926063 -0.07196810010234217 0.10059775737815609 -0.077490965235587669 -0.00017399881998830856 -0.039175976356294384 0.012207053174962715
leaf_weight=0.0093664941377753497 2.1621277875582896 0.17541623418219388 0.64177800924517214 0.09029577299952507 0.0396841149777174 0.012742867300403304 0.076580672524869442 0.039666855282266322 0.021094409279612591 0.017755303994100302 0.023072979766816104 0.03721044417034125 0.57037800706939323 0.32262315608514303 0.12298894096278445 1.4264133498072622 0.26717990636825562 0.14459341764450073 0.13528530299663544 0.63728352996986259 0.41915985941886891 0.64264072477817513 0.20369798815954709 0.1304115967159305 0.094183882211254399 0.060708550736308098 0.033422490556404227 111.78921850851715 0.89433290064334903 2.4792432029051952
leaf_count=78 37 6 23 3 2 7 4 239 22 9 11 17 21 79 11 20 4 2 2 36 2 5 11 8 45 4 33 3799 8 85
internal_value=1.74471e-05 0.00903867 0.0222055 -0.0712952 0.00502361 0.034065 0.0135557 0.0260676 -0.00842645 -0.0348752 0.00159919 -6.70041e-05 5.65964e-05 0.00864633 -0.0527879 0.0216526 0.0500843 0.015346 -0.0326688 -0.00012928 -0.0119373 0.014357 -0.0224406 -0.0647143 -0.0257927 0.0519242 0.0100895 8.08243e-05 0.00718316 -0.00141456
internal_weight=123.721 1.14745 0.985869 0.161585 0.810453 0.168675 0.12899 0.116248 0.0712892 0.0501948 0.0324395 122.573 120.411 2.55043 0.445612 2.10481 0.6784 0.41122 0.266627 117.861 2.06047 1.49009 1.07093 0.428293 0.224595 0.131341 0.0706329 115.8 4.01086 3.37358
internal_count=4633 404 281 123 275 252 250 243 120 98 89 4229 4192 172 90 82 62 58 56 4020 92 71 69 64 53 54 50 3928 129 93
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 0 1 1 2 2 2 2 2 1 0 0 0 2 0 1 0 0 2 0 2 0 2 1 0 2
split_gain=0.00942788 0.0911254 0.299132 0.160784 0.114477 0.0524075 0.0206642 0.0179926 0.0127027 0.104306 0.0481398 0.0479064 0.0417386 0.272157 0.857568 0.0713895 0.321104 0.213888 0.134061 0.100829 0.218842 0.099897 0.315288 0.155255 0.0981549 0.0799151 0.145759 0.0731939 0.502703 0.278034
threshold=35.119813570500007 0.49877249185000011 0.36551300860000008 0.36476452800000009 0.34007963835000005 0.54413041525000005 0.33894194785000004 0.31100865245000009 39.788107623550012 39.683197198900011 35.374259656300005 39.852039223600009 39.427119987250002 0.34524415440000006 0.52252926560000013 0.49877249185000011 0.50035927070000008 37.572218886150004 0.50101793360000013 0.3459626957000001 0.47787491390000009 0.51484985480000012 36.859113051050009 0.51809826055000008 36.165040341950011 0.47787491390000009 37.345948426100009 0.39078171310000004 0.52769378160000013 38.751720283100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 7 -1 9 10 -2 -10 15 -14 -15 17 -17 24 -18 20 -19 22 -20 -23 -12 26 -26 29 -29 -25
right_child=8 5 -4 -5 -6 -7 -8 -9 11 -11 12 -13 13 14 -16 16 18 19 21 -21 -22 23 -24 27 25 -27 -28 28 -30 -31
leaf_value=0.10023463319065125 -0.025488585898369776 0.031261744634451659 -0.15621674939429764 0.10159019893133517 -0.10855296225777727 -0.00060724466970004179 0.10033008666267203 -0.062688498489103614 0.025944412404225289 -0.031291824211689426 0.010505286107820876 0.00026228801012362964 0.033595856975866839 -0.095042117056995196 0.016865242959919521 -0.066511598762592258 0.051634126095950188 -0.0075669803186263294 0.021792713098297167 -0.024024965542752595 0.040201989579315638 0.054075180982870098 -0.057177264631557013 -0.0091662865337100788 -0.059885987589140835 0.10171295905626113 0.10049615765140332 -0.12009389128568165 0.00012866178675722983 0.042714120072825226
leaf_weight=0.010196360992267173 0.76250930864461608 1.0108181784744377 0.13974679406965151 0.13588650897145271 0.1066076948861312 1.0541219715119021 0.041677602101117373 0.020221251041625976 0.73215422802274943 1.1616922355169652 0.35280424673783872 91.237917403425399 1.0733104874379926 1.0988212116992602 1.8173342222045219 0.73274642229080456 0.50987537950277584 2.6312008050203985 0.93040744034806211 1.1158711322817678 1.5090899053029714 0.56226571570368733 1.1072239401764816 2.6593388572800896 0.10295919536054043 0.42346136062406003 0.12602941817021929 0.36305221925249398 8.2832196883319522 1.6890703411772845
leaf_count=2 19 42 3 3 46 249 14 63 17 34 30 3249 15 31 54 9 4 53 13 29 22 6 31 41 43 17 9 38 429 18
internal_value=1.73052e-05 0.00607202 -0.0344739 0.0196067 -0.0427339 0.0149931 0.0545932 -0.00807464 -0.000108775 -0.00193317 -0.000708579 0.000466738 -1.10399e-05 -0.00945633 -0.025302 0.0016203 -0.0017699 0.0107367 0.00117582 0.00265391 0.00984428 -0.000473949 -0.0211186 0.00262898 0.052999 0.075977 0.0283842 0.000402955 -0.00491942 0.0109858
internal_weight=123.502 2.51928 0.454336 0.314589 0.178703 2.06494 0.0720952 0.0304176 120.982 29.0123 27.8506 91.9701 27.0881 3.98947 2.91616 23.0986 16.8372 6.26142 16.1045 5.25616 4.14029 15.5946 2.03763 13.5569 1.00525 0.65245 0.228989 12.9947 8.64627 4.34841
internal_count=4633 422 131 128 125 291 79 65 4211 945 911 3266 892 100 85 792 589 203 580 104 75 576 44 532 99 69 52 526 467 59
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 0 1 0 0 1 2 0 2 2 2 2 1 0 0 2 2 1 1 0 1 2 2 0 2 2
split_gain=0.00990174 0.129386 0.0731403 0.49641 0.140457 0.114162 0.0805778 0.0683924 0.0922676 0.067024 0.0652741 0.0499055 0.200952 0.0555742 0.238612 0.173614 0.115309 0.0651416 0.193443 0.0729867 0.138296 0.0962938 0.0655031 0.0824445 0.0461008 0.282232 0.338878 0.190156 0.392065 0.124559
threshold=0.48077901860000011 0.3447052483500001 0.34584293880000011 0.48001556840000009 0.34569324270000007 0.47880302985000006 0.35331277505000008 0.48119816770000007 0.48185683060000012 0.36166581840000006 48.109449608500007 0.47961138885000004 41.16018805045001 41.873095646600007 41.772405911750006 42.206017975500011 0.34545372890000009 0.47943175355000006 0.47757552170000012 42.720329370750001 43.564719632750005 0.3447651268000001 0.34506451900000007 0.47500074850000013 0.34575312120000007 40.21994457600001 41.289992964000007 0.48271009850000007 41.559097512700014 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 11 6 -4 -3 -9 -8 -11 13 -13 14 -1 -15 17 18 19 22 21 -21 23 -17 25 -10 -27 28 -26 -28
right_child=1 7 3 -5 -6 -7 9 8 24 10 -12 12 -14 15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 27 26 29 -29 -30 -31
leaf_value=0.0009735373722819453 0.024395493479549415 0.012708135421471362 -0.042256288272033093 -0.13420612059444106 0.041179637909253185 0.038369535538286398 0.060429769713754924 -0.015707305183678872 0.028128586507665074 -0.061586044334477723 0.041174731793431507 0.0066935612363324768 -0.03979923793934597 -0.077338554591324798 0.061047711049834211 0.05058896330644555 -0.05575003078810551 0.030436537195316207 -0.068866775764432814 -0.021404913435257838 0.0025470333549601955 -0.10605692541503958 0.057381606550129007 -0.039699665773515691 0.11183362112468498 -0.042173308299263988 0.018964682475611627 0.00024886993787172281 -0.0042098561222752434 -0.014065988979781251
leaf_weight=16.742150636515333 2.2195747391124305 4.0139536308124653 0.57557438277953588 0.31953372596763063 0.79493453526083513 0.56733204424381245 0.18490187793963964 3.8835712507661801 1.8757863501086811 0.14811349016230224 0.10608934983611107 2.3114996245130892 1.5550912956241516 0.3338338885088098 0.68835856613441038 0.18266991251839204 0.40224979212416645 0.61333841830492009 0.42523040445485083 0.44070302441612952 4.6850570307910608 0.19332382536049408 0.40349322630208917 0.22657468906254508 0.46905370644708344 2.8753554336726665 2.1755205923691392 70.592000656936492 0.76763143623247743 2.4024016605690122
leaf_count=500 26 40 56 8 25 33 108 31 14 49 2 22 30 47 14 24 30 2 27 59 186 46 12 19 3 29 29 3066 61 35
internal_value=1.68227e-05 0.00054687 -0.00149979 -0.0205184 -0.000294237 0.00244416 -0.0176426 -4.75224e-05 -0.00064959 0.0146208 -0.0186997 -0.00142317 -0.0120052 0.000191716 0.00334596 -0.0067621 -0.00365079 -0.000728086 -0.00364319 0.000879949 -0.00338471 -0.0472165 0.0287906 0.000601455 7.09538e-05 -0.00654236 -0.0152681 0.000929887 0.0398035 0.00163085
internal_weight=123.175 91.2748 31.9001 1.90154 29.9985 1.58201 1.01468 89.0553 85.0413 0.439105 0.254203 29.2036 3.86659 25.337 17.4305 7.90647 7.57264 7.17039 6.55705 6.13182 5.31908 0.634027 0.812738 0.409245 81.1577 9.32906 7.45328 71.8287 1.23669 4.57792
internal_count=4633 3334 1299 256 1043 248 215 3308 3268 159 51 1018 52 966 514 452 405 375 373 346 291 105 55 43 3237 107 93 3130 64 64
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 2 1 2 1 1 1 2 2 2 1 1 1 0 2 2 0 0 0 0 2 0 0 1 2 0
split_gain=0.00912104 0.284624 0.118651 0.138058 0.116305 0.0852334 0.0890809 0.121648 0.12797 0.135764 0.125526 0.127198 0.1788 0.357881 0.319447 0.160102 0.2692 0.20633 0.150649 0.200104 0.148688 0.167832 0.224815 0.318754 0.125298 0.190853 0.103582 0.17652 0.095187 0.24431
threshold=0.40437412050000004 0.41625999220000004 43.968221017800005 44.202975721700007 37.232443001650005 37.345948426100009 0.41808628485000005 40.767054867700004 0.42802610700000004 0.43075057630000008 0.41917906650000009 42.320906304050006 41.835830569250014 41.319407281650008 0.42307116555000007 0.42111014640000005 0.42473279245000012 0.54284302865000023 41.542492784600007 41.600558339100012 0.54353163080000011 0.55348642255000013 0.55688452445000014 0.56579144335000009 42.546237522150008 0.56748300950000019 0.54986377655000018 0.43643902880000007 40.890797847750008 0.55980359870000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 -6 -7 8 -8 -10 -9 12 13 14 -12 -13 -17 -18 -15 -20 -19 -22 -23 -24 -25 -26 -14 -28 -16 -30
right_child=1 4 3 -5 5 6 7 10 9 -11 11 15 26 18 28 16 17 20 19 -21 21 22 23 24 25 -27 27 -29 29 -31
leaf_value=0.00044186303284176281 -0.097298108020531779 -0.068445724839224523 0.10070421746086344 -0.10097021967263178 0.035192771641674218 0.016691469828221128 -0.024241991074720894 -0.063532142561720004 0.058444360052336886 -0.0050695677943067997 0.06232598604805567 0.077144251940370057 0.10355922835276542 -0.1193420706553243 0.016576379686452303 -0.12807203621168409 -0.10828974988180791 0.10249328540290188 0.05914112050413111 -0.074294717205599312 -0.11152224762652665 0.083782398222982571 -0.11039041356406949 0.041251897128291921 -0.10989931587198154 -0.0010581836643611044 -0.031425373104971364 0.070352882363943728 -0.080872097504937693 0.013821894107711567
leaf_weight=98.888125155281784 0.43227520982963596 0.24590961597360816 0.075050544925034046 0.061972283350939961 0.69453948174487123 2.6929706398223088 4.1490625379701687 0.26653846897533995 0.36563109981943842 4.2311961455682265 1.2160157524049262 0.22291905790189037 0.29699878953397252 0.25122300049594048 1.63689418901663 0.18427533716248934 0.18500895328810063 0.13586474582552899 0.18108531799316552 0.29623609921600291 0.13982326170662407 0.29647646787634574 0.27473402940813718 0.64597761887699823 0.17104571475647423 2.7724367460477595 0.26657773740589619 0.47234481010173113 0.42891348514240213 0.74690881228798389
leaf_count=2655 67 359 4 48 15 24 69 11 24 334 9 10 6 25 32 20 103 2 22 52 7 11 19 30 6 533 8 67 10 51
internal_value=1.71758e-05 -0.00172999 -0.0715952 0.00949149 -3.51406e-05 0.000689303 -0.00037448 -0.0026916 -0.0115097 -1.76774e-05 0.0042637 0.0059335 0.0160342 0.00783622 0.0194999 -0.00570314 -0.00954618 -0.00482 -0.0566618 -0.0236721 -0.000505015 -0.00375902 -0.000137537 -0.00657621 0.00136963 -0.00738294 0.0536821 0.0336348 0.000984934 -0.0207203
internal_weight=122.925 24.0369 0.569298 0.137023 23.4676 23.2217 22.5272 19.8342 8.74589 4.59683 11.0883 10.8218 5.7932 4.75728 4.02873 5.02856 4.80564 4.62137 0.728544 0.477321 4.43636 4.30049 4.16067 3.86419 3.58946 2.94348 1.03592 0.738923 2.81272 1.17582
internal_count=4633 1978 119 52 1859 1500 1485 1461 427 358 1034 1023 282 201 102 741 731 711 99 74 608 606 599 588 569 539 81 75 93 61
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 1 0 0 0 0 0 1 0 1 2 2 2 1 0 0 0 2 0 0 0 1 1 0 2
split_gain=0.00908791 0.0676135 0.0309151 0.051431 0.0193806 0.0169571 0.0112733 0.0330428 0.0233538 0.0308731 0.0400265 0.0238415 0.0156369 0.0433408 0.0207118 0.0157263 0.0144976 0.0100296 0.00957071 0.147298 0.12668 0.215522 0.280486 0.12393 0.289204 0.182612 0.201436 0.259908 0.210746 0.296177
threshold=0.59930840395000018 0.45824975300000009 0.45932756505000005 0.60710757165000018 0.61311038590000011 0.58454836680000011 0.57854555250000017 0.66977036620000019 0.66718062335000017 0.66505493850000008 0.66011496660000013 0.65010029640000011 0.51869704500000013 0.63528038085000016 0.50056884525000012 47.927946529500012 45.321989007550009 45.044778924400006 0.37977904855000005 0.51657136015000005 0.50291907430000016 0.50218556330000019 36.952388736350009 0.5132031975000001 0.51484985480000012 0.5195503128500002 0.38906020780000011 0.39019789825000006 0.52324780695000006 39.117456157700005
decision_type=2 2 2 2 2 2 2 2 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 -3 -4 -5 6 7 8 9 10 11 12 13 14 16 17 -6 -16 19 -1 21 22 -20 -22 -25 -26 -27 -28 29 -29
right_child=1 2 3 4 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 20 -21 23 -23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.00010913961519639834 -0.10190686522687005 0.079802795300442944 -0.1014743501158169 0.062044483643271156 0.0023047482076297117 -0.10117152319174545 0.047341413108466825 -0.10135957019076343 0.091052112455776713 -0.10504715327793342 0.090535937296218269 -0.1008522923314531 0.058534652231999468 -0.10101113251186478 -0.10000982786037119 -0.10111678459974068 0.06432881087657355 0.10027783319687533 0.10289957636019605 -0.040281470611412497 -0.049616702924321215 0.10896850295595978 -0.10974144732240468 0.086375932716051915 -0.040320604669985383 0.029416673904679676 -0.042190221291887764 -0.0066771760837406602 -0.00066746892792249627 0.06183957912110552
leaf_weight=76.840398368756425 0.073736936296590172 0.044273249415766713 0.052375252906898595 0.049299191753277682 0.10162953605276925 0.017220504575956141 0.045243875695405222 0.032977489037203878 0.027876313532033237 0.027893850708267109 0.046642194683329308 0.025822147873846291 0.038750560000529788 0.04293200306442202 0.0036120613245316244 0.025669837647001259 0.059895488884649239 0.0081224553287029266 0.10928470036014815 0.9237000366333622 0.48477446085143938 0.28571759720944101 0.14346686838717915 0.39523382097831827 1.071544585408218 2.4317072656922383 1.4235557582578611 1.2042536450608197 35.156573965311154 1.3251046042933543
leaf_count=1954 43 6 85 50 50 115 13 115 9 12 11 68 66 42 93 13 14 1 2 48 31 6 48 11 30 52 28 19 1571 27
internal_value=1.43164e-05 -0.0111565 -0.000865359 -0.00675919 0.00220187 -0.00364834 -0.000200362 -0.00506876 0.00269804 -0.00376699 0.00423438 -0.00890155 -0.000440161 -0.00988899 0.00977656 -0.0572765 0.025304 0.0386263 8.07175e-05 -0.000586316 0.00125877 0.0494649 -0.0177997 0.00066195 0.00122868 0.000438936 0.00149032 -0.000246057 0.00133835 0.029218
internal_weight=122.519 0.723973 0.650236 0.605963 0.553588 0.504288 0.487068 0.441824 0.408846 0.38097 0.353076 0.306434 0.280612 0.241861 0.198929 0.0374044 0.161525 0.0117345 121.795 77.7641 44.0312 0.538469 0.252752 43.4927 43.008 42.6127 41.5412 39.1095 37.6859 2.52936
internal_count=4633 806 763 757 672 622 507 494 379 370 358 347 279 213 171 107 64 94 3827 2002 1825 56 50 1769 1738 1727 1697 1645 1617 46
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 0 2 1 1 2 2 2 2 2 0 2 0 1 0 0 0 2 0 2 2 1 0 2
split_gain=0.0122079 0.0967295 0.108209 0.0423064 0.0155521 0.0198862 0.0206616 0.0303496 0.0102707 0.0135422 0.0108535 0.0101557 0.00993951 0.0111476 0.00920259 0.087869 0.172579 0.173144 0.158508 0.0979148 0.0544334 0.307967 0.125949 0.046836 0.164391 0.0461518 0.0439429 0.0429492 0.166741 0.132663
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 34.515670600900002 0.38906020780000011 0.39346127360000005 0.54191491270000014 0.54413041525000005 33.361153777850006 0.43540612555000008 0.43643902880000007 33.96174662340001 33.361153777850006 31.914316944300001 39.788107623550012 39.427119987250002 0.5054040298000001 39.571921479100006 0.5218855723000001 0.39995808510000008 0.48911709230000006 0.48185683060000012 0.49688632075000011 39.032633164100012 0.47787491390000009 38.238138001450004 39.852039223600009 0.36994401365000007 0.50730517050000012 38.621016321050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 -4 -6 -7 -8 9 -9 -11 12 13 -1 15 20 17 -17 -18 -20 21 23 -22 24 25 -2 -16 -24 -29 -30
right_child=14 2 4 -5 5 6 7 8 -10 10 -12 -13 -14 -15 26 16 18 -19 19 -21 22 -23 27 -25 -26 -27 -28 28 29 -31
leaf_value=-0.1004685795836068 0.0011172869059139585 0.1012930528470081 0.00078689449918786087 -0.11666757176962297 0.10066469978691717 -0.040374230110667465 0.10081704739148344 -0.10087064621001672 -0.10042399630753521 0.091709817536996696 -0.10023105286215078 0.052554549045560887 -0.1012287231292246 0.03848631562446337 0.024944864831021003 -0.0095019239195603972 0.043375634945089697 -0.071139682624396031 -0.034806307897669309 0.0050503017155211355 -0.043481737452719577 0.068015486931706351 -0.0087220963214663313 -0.020354695571776573 0.05528202574335353 -0.033009319895086334 0.00022338588470027112 0.05876933781746322 -0.0068849810357325993 0.013048836163806851
leaf_weight=0.0079653415430722685 2.373465666972848 0.14541088877012953 0.65420593327144161 0.07723374426132068 0.03622925840318203 0.042296035317122005 0.045325079932808876 0.0075334954499339793 0.011226378861802111 0.016154166136402637 0.0036031145511197229 0.019982765188615303 0.014480912517907285 0.020980635921699076 0.72477586453217568 0.98135892461868823 0.67543071275576982 0.85088025961340463 1.035831061890349 1.5221371463287026 0.69064688333310442 0.77704793959856022 4.3717784055043039 0.92219271789508628 0.54677480203099538 0.47570560312817622 90.508441356969172 0.50956463068723579 8.9467015373493037 5.326232031282415
leaf_count=78 119 6 23 3 2 9 2 16 72 2 149 22 9 11 17 18 16 22 37 41 21 10 54 15 17 19 3249 10 429 135
internal_value=1.53995e-05 0.0104901 0.0218151 -0.066972 0.00766216 0.0353637 0.0166081 0.0453541 -0.019912 0.0132075 0.0567058 -0.00644221 -0.0335894 0.000248768 -7.98642e-05 -0.00159904 -0.0136064 -0.0381261 0.000287943 -0.0110893 0.000839801 0.0100597 -0.00152742 -0.000369374 0.00505778 -0.00458059 0.000419779 -1.46723e-05 0.00256046 0.000553723
internal_weight=122.342 1.10263 0.961984 0.140643 0.816573 0.162368 0.126138 0.0838422 0.0385172 0.0272908 0.0197573 0.0634097 0.0434269 0.028946 121.239 30.0057 5.06564 1.83224 3.2334 2.55797 24.9401 5.09519 19.8449 4.31814 3.39595 2.84917 91.2332 19.1543 14.7825 14.2729
internal_count=4633 404 281 123 275 252 250 241 239 167 151 120 98 89 4229 963 134 40 94 78 829 180 649 170 155 138 3266 628 574 564
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 0 2 2 1 1 2 0 0 1 2 0 0 0 0 2 0 0 1 0 0 2 2 0 1 0
split_gain=0.0113682 0.0865049 0.248625 0.127214 0.0951599 0.0373774 0.034327 0.051005 0.0185216 0.0152359 0.0151506 0.23043 0.121687 0.24773 0.0177648 0.120711 0.340192 0.12792 0.268253 0.0247809 0.0178922 0.286221 0.2079 0.188085 0.134706 0.104365 0.0801747 0.492542 0.105156 0.48226
threshold=35.119813570500007 0.49877249185000011 0.36551300860000008 0.36476452800000009 0.34007963835000005 0.54413041525000005 35.374259656300005 35.771221912400001 0.33894194785000004 0.31100865245000009 36.377496227400009 0.50730517050000012 0.50035927070000008 0.36510882910000009 36.859113051050009 0.50291907430000016 0.50452082270000009 0.52863686715000002 0.53017873715000008 37.041406607950009 0.52157121045000021 0.51657136015000005 0.38723391515000005 0.52324780695000006 0.52252926560000013 37.817254840650008 37.572218886150004 0.54191491270000014 0.38976377950000002 0.52507409960000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -3 -2 -8 9 -1 11 12 13 -9 15 -12 -17 -18 -19 -16 21 25 -23 24 -22 -21 27 -25 29 -28
right_child=6 5 -4 -5 -6 -7 7 10 -10 -11 14 -13 -14 -15 19 16 17 18 -20 20 23 22 -24 26 -26 -27 28 -29 -30 -31
leaf_value=0.10020421920970463 -0.021302503955875768 0.029124777446320884 -0.14772154387460892 0.10129744084736206 -0.10408696863572449 0.0020886986405409817 0.031790139830302808 0.088931367911346274 0.10030005472518871 -0.059138753449769411 -0.034040176480193009 0.016758469796359966 -0.11304855871234654 -0.11322232895771026 -0.0154404589641104 0.10701497391253947 -0.085109403622552426 0.10325447199342377 -0.08022609054666599 0.032734665384424953 0.0024412843210494454 -0.072979442027149677 -0.0054691454628989777 -0.11555777456046112 0.04172565084407398 -0.00034187969006118523 0.097359139978926451 0.015662812835523243 -0.00050260025435101493 -0.034631207078572285
leaf_weight=0.0088439959799789802 0.7603253489803582 0.98362692238879423 0.13262391666648909 0.11151142045855522 0.091609035968540642 1.0650209224524987 0.5029804207775318 0.11834273425028996 0.037217087723547593 0.018664903832277702 0.3951555995813496 1.0483135897799511 0.26041877456009388 0.12428241968154907 1.046267392763865 0.36014169454574585 0.18934867810457945 0.17260564863681793 0.14801148627214644 0.96656061580870201 1.6045117783536675 0.93352686250682271 0.89204320122473746 0.41145284308731678 1.9142088647093372 72.952316861221504 0.54917770974679914 0.93852771351589581 32.886309120729436 0.55817448504694767
leaf_count=2 19 42 3 3 46 249 37 45 14 63 12 65 5 2 38 2 6 2 50 43 33 28 23 13 32 1747 10 49 1915 35
internal_value=1.58833e-05 0.00676031 -0.035747 0.019697 -0.0385073 0.0150697 -0.000122073 1.32863e-05 0.0543099 -0.00791066 -0.000121627 -0.00993904 -0.0655751 -0.0146199 8.6375e-06 0.0117936 0.0326088 -0.0199375 0.0185515 -0.000120291 1.95693e-05 -0.000875415 -0.0399913 0.00176393 0.0238123 9.0628e-05 -0.00043114 -0.0243312 0.000517995 0.0308278
internal_weight=122.182 2.44912 0.40047 0.267846 0.156335 2.04865 119.733 118.973 0.064726 0.0275089 118.47 1.55136 0.503044 0.242625 116.918 1.26526 0.870108 0.509966 0.320617 115.653 114.607 75.7444 1.82557 38.8624 3.51872 73.9189 35.3436 1.34998 33.9937 1.10735
internal_count=4633 422 131 128 125 291 4211 4192 79 65 4155 117 52 47 4038 72 60 58 52 3966 3928 1841 51 2087 65 1790 2022 62 1960 45
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 0 2 2 1 2 0 0 1 1 1 1 2 0 0 0 0 0 1 0 1 2 0 1 0 0
split_gain=0.00938973 0.0736414 0.214182 0.114467 0.083964 0.0310798 0.0277381 0.0172371 0.189471 0.265759 0.0734467 0.124268 0.141093 0.136841 0.0253394 0.0443137 0.022262 0.272747 0.459497 0.405519 0.492691 0.0694882 0.0722333 0.0786303 0.032738 0.0170563 0.188446 0.346214 0.239329 0.223566
threshold=35.119813570500007 0.49877249185000011 0.36551300860000008 0.36476452800000009 0.34007963835000005 0.54413041525000005 35.374259656300005 36.558960102350007 0.39048232090000007 36.377496227400009 0.50035927070000008 0.49820364660000011 0.37407562650000009 0.36510882910000009 0.35799826355000003 0.32467590790000006 37.041406607950009 0.50035927070000008 0.50218556330000019 0.50291907430000016 0.50452082270000009 0.52889135055000014 0.38723391515000005 0.53017873715000008 0.42111014640000005 37.995872310650007 0.50730517050000012 0.38772791230000009 0.47568935060000012 0.52324780695000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 -2 8 10 -10 11 12 13 14 15 -8 17 -9 -19 -20 -21 -22 -23 -24 -25 26 28 -28 -18 -29
right_child=6 5 -4 -5 -6 -7 7 16 9 -11 -12 -13 -14 -15 -16 -17 25 18 19 20 21 22 23 24 -26 -27 27 29 -30 -31
leaf_value=0.053297617647161281 -0.019127469294046375 0.026642888009153168 -0.14118536742905385 0.10117246061733474 -0.10141606635025423 0.0018823577939646723 0.084952794719735214 -0.071844072853562368 -0.10421145316250634 0.081742484009202518 0.0084945476451152024 0.10359724822782684 0.10281343568210866 -0.11180690195707609 0.10045101550280729 -0.079251065959351566 -0.001325684668016447 0.10730529023804652 -0.12801325981903933 0.10630304332325564 -0.10665848470252029 -0.10755637425793141 0.10224302580277994 -0.10588770859803642 0.027083004056653783 -0.00025025404237091558 -0.067857252621506478 0.062382537122859433 0.08132487616020799 -0.0046724052003223404
leaf_weight=0.059743572575769899 0.76201306412707381 0.96855691188829984 0.12526560929836705 0.10101801529526711 0.084964490632339018 1.0636640578685685 0.033304954529739361 0.52868713468637807 0.2895586489969445 0.10462614910676393 1.3869069777429102 0.25296869501471519 0.11174815520644188 0.11380589753389359 0.046376205049455166 0.032446533882648509 0.75812778565887018 0.37301927804946877 0.26776605844497681 0.32794055342674255 0.17724162206286564 0.065595213323831558 0.063077092170715332 0.043250142920442158 0.032376164796275475 109.19198528794253 0.73018043977208469 0.62007204325709642 0.65136305708438158 2.509512735244698
leaf_count=79 19 42 3 3 46 249 17 21 79 11 20 4 2 2 4 33 29 2 3 2 11 2 1 14 36 3748 12 6 20 113
internal_value=1.51308e-05 0.00620392 -0.0347663 0.0194838 -0.0375416 0.0136832 -0.000109356 1.2721e-05 0.00845221 -0.0548548 0.0210711 0.0506023 0.010902 -0.034558 0.043847 0.00392275 -0.000159329 -0.010956 0.0128843 -0.0231565 0.0164176 -0.0608406 -0.0210907 0.0198004 -0.048962 1.79049e-05 0.00557482 -0.00585316 0.0368693 0.00861335
internal_weight=121.877 2.40321 0.370992 0.245726 0.144708 2.03222 119.474 118.712 2.37174 0.394185 1.97756 0.59065 0.337682 0.225934 0.112128 0.0657515 116.34 1.87895 1.35027 0.977247 0.709481 0.38154 0.204299 0.138703 0.0756263 114.461 5.26926 3.85977 1.40949 3.12958
internal_count=4633 422 131 128 125 291 4211 4192 172 90 82 62 58 56 54 50 4020 92 71 69 66 64 53 51 50 3928 180 131 49 119
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 0 2 2 0 2 2 1 0 0 1 0 1 0 1 2 2 0 1 0 1 0 1 0 2 2
split_gain=0.00878087 0.0404107 0.115761 0.114561 0.061992 0.0216504 0.0234506 0.0716692 0.264103 0.0824219 0.0326021 0.0732198 0.221748 0.255293 0.114076 0.0925853 0.0854546 0.0838059 0.0676785 0.0534282 0.111931 0.124176 0.207094 0.0983814 0.176372 0.139599 0.108196 0.0675944 0.0366724 0.0608311
threshold=49.292797572200008 0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 0.39672464895000009 47.927946529500012 48.96897326980001 0.45798030000000006 48.393869453650005 44.279556297950009 0.4172030777500001 0.47943175355000006 0.47774018740000007 0.44618424600000006 0.58984760935000013 0.34506451900000007 0.5054040298000001 0.39170982905000007 43.895345911700005 43.930205408700004 0.48001556840000009 0.34524415440000006 0.48032993025000009 0.3465914194000001 0.52949013500000019 0.41808628485000005 0.56300709560000006 46.095286511800005 47.309807198350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 10 8 -8 -10 19 12 13 16 -13 -16 -12 -14 -19 -7 -21 -22 -23 -24 -25 -26 -27 -28 -17 -30
right_child=-2 5 -4 -5 -6 6 7 -9 9 -11 11 14 17 -15 15 28 -18 18 -20 20 21 22 23 24 25 26 27 -29 29 -31
leaf_value=-0.10078473483513783 -0.0071201496636309897 -0.013652492144931212 0.060667822414613028 -0.092190914207568739 0.08715951479835099 -9.8548156102270927e-05 0.10314654453005781 -0.027804545352691917 0.034007792367366903 -0.02830274228543548 -0.0077193132621115358 0.075329117833611792 -0.11820691568843558 0.083822347496290361 -0.10240126931684204 0.047216535781860039 -0.082465285094589891 0.0060171962781839471 -0.1015805631507793 0.053262085172791955 0.044281673607535266 -0.11361180912669339 0.10318758393486094 -0.11416493600088157 0.065902875056775362 -0.11132489867303959 0.052839957804385787 -0.10086756846410723 -0.10394151597878061 0.030141725631270662
leaf_weight=0.022177023743366386 1.7001408318171076 1.1526410250535963 0.37106613306968939 0.12929039296523115 0.084116142534185201 112.37619440195559 0.31145519763231166 0.34527002682716545 0.34948588744737208 0.54074491111168754 0.60649111476959594 0.21827110937698524 0.25716295540132694 0.28244583122432232 0.092486900724907173 0.14843285137612838 0.2045364990735834 0.1481074317139246 0.09657701734067814 0.58330906529226823 0.4521349325077606 0.18727438151836395 0.088006161153316498 0.12945067510008812 0.27474776553026459 0.11063503349942039 0.12335656536743045 0.037249440269079059 0.056797096757691179 0.083696505995249026
leaf_count=132 314 63 12 45 13 3339 4 27 36 39 33 33 25 5 20 16 79 50 110 9 17 3 1 2 20 6 6 125 31 18
internal_value=1.6067e-05 0.000117287 0.0258614 -0.028962 0.0479468 -1.3671e-05 0.000119437 0.0123508 0.0238883 -0.00384094 -4.2898e-05 -0.0121148 -0.0233127 0.00194464 0.0176744 -0.0153196 -0.0265698 -0.0783457 -0.0364517 0.000188804 0.016447 0.00113929 -0.019378 0.00373772 -0.00922007 0.0156617 -0.035229 0.0171905 0.0125557 -0.0240639
internal_weight=121.564 119.864 0.60665 0.235584 0.106293 119.257 118.104 1.54696 1.20169 0.890231 116.557 2.19501 1.59532 1.09347 0.599684 0.381413 0.811028 0.501847 0.244684 114.362 1.98616 1.40285 0.95072 0.763446 0.675439 0.545989 0.271241 0.160606 0.288926 0.140494
internal_count=4633 4319 202 190 145 4117 4054 106 79 75 3948 420 302 117 118 85 112 185 160 3528 189 180 163 160 159 157 137 131 65 49
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 2 2 0 0 2 1 2 0 0 0 2 2 0 1 2 2 2 2 2 2 2 0 2 1 1
split_gain=0.0089187 0.060615 0.0260986 0.0457841 0.0174541 0.0174915 0.0503981 0.035081 0.0191664 0.0185846 0.0449285 0.0165995 0.0293412 0.00887775 0.0326712 0.0324949 0.0643414 0.042685 0.0361473 0.0691458 0.0627663 0.0331845 0.110387 0.031667 0.059212 0.0401178 0.108836 0.0837185 0.0616643 0.146585
threshold=0.59930840395000018 0.45824975300000009 0.45932756505000005 0.60710757165000018 0.58454836680000011 44.749265482150008 40.767054867700004 0.62071494865000021 0.62143349005000015 46.095286511800005 0.51869704500000013 40.722669576350008 0.62376874945000005 0.47721625100000004 0.47709649410000005 37.140760352250005 35.771221912400001 0.41973294215000007 0.31060447290000009 49.247968080500009 44.952171034750002 49.064150740050003 48.914776625700007 37.995872310650007 38.983591653800012 39.955516828000007 0.47697673720000006 41.243661560350013 0.34482500525000009 0.34506451900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 -3 -4 5 6 8 -7 -5 -9 -11 12 -10 14 15 16 17 -1 19 20 -17 22 23 -20 -25 -26 27 -27 -29 -30
right_child=1 2 3 4 -6 7 -8 9 11 10 -12 -13 -14 -15 -16 18 -18 -19 21 -21 -22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=-0.10151166385321127 -0.10171129428877375 0.075961962952894327 -0.10139417229729326 -0.10042109754618628 -0.10109896915685108 0.074063899760164073 -0.1006080770065152 0.040337606746153047 0.066347536834572424 -0.058246862727193663 0.036805398030874618 0.1009895531745944 -0.10034181395713074 0.00035707748798113361 -0.02055220299499028 -0.10061116532194192 -0.1114964242344309 0.030464428080555241 0.020044188743201821 -0.10166460793311034 0.051591654076787445 0.013605801859442138 -0.048745932036539576 -0.018173017923337972 0.025233796073051474 -0.06381365641008796 0.043833954828313107 0.0068161069667833796 -0.10730293910621252 -0.0067421423235452752
leaf_weight=0.031482257721348605 0.067015292048019925 0.040595273872781945 0.047147119570354334 0.010963506132810608 0.016057601001441935 0.081633130155751132 0.054254811357310473 0.080253546751919203 0.02798816925542269 0.11335438276000787 0.088592235224496108 0.028522821143269539 0.016958366383958978 109.10013198104438 0.92794704192783761 0.037888784413204202 0.078684253254891701 0.11060393898154697 0.78359899873612082 0.10053747317579109 0.095103904663119465 1.6685245446869874 0.47336159925907928 1.5893450541262266 0.74868415664536758 0.22728834119197916 0.51599197991890822 2.8438327687908895 0.16560967909754243 1.1621991515253851
leaf_count=71 43 6 85 54 115 29 192 7 10 37 43 1 184 2847 17 152 57 55 29 14 25 22 12 34 24 112 22 126 22 186
internal_value=1.38108e-05 -0.0114631 -0.00148821 -0.00704587 0.0015319 0.00481138 -0.0254069 0.0163301 0.0229159 -0.000370761 -0.0165483 0.0413209 0.0034555 7.78568e-05 -0.0025572 -0.000986724 -0.0389515 0.00122228 -0.000181737 -0.0390809 0.00823002 0.000710751 -0.00181756 0.000946572 -0.00111671 0.0036697 0.000384873 -0.00471168 -0.00149156 -0.0192845
internal_weight=121.334 0.673336 0.606321 0.565726 0.518579 0.502521 0.138688 0.363833 0.0844329 0.2822 0.201947 0.0734694 0.0449465 120.661 11.5607 10.6327 0.22077 0.142086 10.412 0.23353 0.132993 10.1784 8.50991 8.03655 7.25295 5.66361 4.91492 4.39893 4.17164 1.32781
internal_count=4633 806 763 757 672 557 441 116 249 87 80 195 194 3827 980 963 183 126 780 191 177 589 567 555 526 492 468 446 334 208
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=2 1 1 2 2 1 0 2 2 0 2 1 1 1 2 1 1 1 1 0 0 2 2 2 2 1 1 1 2 2
split_gain=0.00938812 0.0386675 0.104725 0.0651606 0.0438972 0.0207589 0.140752 0.106079 0.0561664 0.0327322 0.111456 0.184426 0.0284281 0.0708117 0.0268969 0.107113 0.0493032 0.0523346 0.0250632 0.0243951 0.0188496 0.0272184 0.0178218 0.0324513 0.0162539 0.0952832 0.02461 0.0995922 0.0601791 0.0250624
threshold=49.292797572200008 0.31100865245000009 0.31060447290000009 49.247968080500009 48.823707093150006 0.34007963835000005 0.4413939702500001 37.572218886150004 48.823707093150006 0.41160444300000004 42.081757894750005 0.32012514595000008 0.34377713240000007 0.34422622080000004 47.927946529500012 0.37977904855000005 0.39150025445000008 0.40437412050000004 0.4529056016000001 0.6310290111500001 0.3733870243500001 36.952388736350009 48.553014326500012 46.324972967950011 45.205561619650005 0.37447980600000008 0.4172030777500001 0.43967246490000006 47.079243513300007 47.309807198350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 6 8 -8 9 22 11 -11 -7 -14 24 -16 -17 -18 -19 -20 -1 -22 23 -3 -15 -26 28 -28 -27 -29
right_child=-2 5 -4 -5 -6 12 7 -9 -10 10 -12 -13 13 14 15 16 17 18 19 -21 21 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=0.021750997822834909 -0.0073741180025443448 0.090103762531615991 0.060323704004962425 -0.10166166770831991 0.10046231242526381 0.011381729617647388 0.021173379359058463 -0.10491178842986444 -0.023542963533420197 -0.069640007564457984 -0.10186140647475883 0.066518278061438812 -0.033492280719533009 0.00011125540121955876 0.070993469706632742 -0.052208809797744539 0.067108836421750417 -0.03934628611573987 0.044980397977787245 -0.016502881239962668 0.10018632277573224 -0.10091010045836309 0.012120000362420148 0.020491028234783003 -0.10376254319388684 -0.10158678723062216 0.085803192688445662 -0.036867977096395554 0.0092127307752367833 0.028489565545756837
leaf_weight=0.046117081888952138 1.6975121262091182 0.093970703146609713 0.34590729802584974 0.077878332667751238 0.040397523902356625 2.2253499888752506 0.092575933958869316 0.23897339747782098 0.6909421388991176 0.16281319965037244 0.10457872032566229 0.25573497430013958 0.62893463997170229 111.824902557706 0.26445620413869519 0.16140542784705758 0.12629608391580405 0.14834400430845562 0.12101003248244524 0.138275829948725 0.0080713503994047642 0.040518087825217819 0.68498767167329788 0.23302872572094202 0.10345823649731656 0.073247661622190208 0.13200561767735053 0.21216338367230492 0.14819938881100825 0.081099531308609585
leaf_count=16 314 61 11 10 3 34 16 64 18 47 28 23 17 3463 8 5 11 25 14 28 2 160 4 10 73 47 10 54 39 18
internal_value=1.03673e-05 0.00011526 0.026357 -0.0288088 0.013186 -8.0409e-06 -0.00891984 -0.069706 0.000133662 0.0107903 -0.00951929 0.0135534 0.000187792 -3.04066e-05 0.000154958 0.0168244 -0.00377785 0.0108628 -0.00656393 0.0121917 -0.0240422 -0.0675053 0.021289 0.0404958 1.28387e-05 -0.0146577 -0.000403136 0.0136736 -0.0274362 -0.0187939
internal_weight=121.203 119.506 0.55889 0.212982 0.135104 118.947 2.55761 0.331549 2.22606 1.53511 0.523127 0.418548 116.389 114.164 113.535 0.959788 0.695331 0.533926 0.40763 0.259286 0.0947065 0.0485894 1.01199 0.326999 112.575 0.750174 0.646716 0.425269 0.221447 0.293263
internal_count=4633 4319 202 191 181 4117 271 80 191 173 98 70 3846 3812 3795 91 83 78 67 42 178 162 75 71 3704 241 168 82 86 72
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=0 2 1 0 1 2 2 2 1 0 2 0 2 2 0 2 0 2 0 0 2 2 0 0 1 1 1 0 0 0
split_gain=0.0108689 0.105222 0.100937 0.0467536 0.0157529 0.0831746 0.218792 0.17234 0.0654399 0.109492 0.0589034 0.0371989 0.0774241 0.0917945 0.0890875 0.0555877 0.0157556 0.0126212 0.162951 0.0767455 0.0574071 0.0690642 0.0614192 0.322609 0.301544 0.626238 0.194753 0.258332 0.27579 0.478693
threshold=0.39672464895000009 48.823707093150006 0.31118828780000007 0.3733870243500001 0.32467590790000006 48.96897326980001 48.823707093150006 42.055256506450007 0.32012514595000008 0.41229304515000009 35.771221912400001 0.46735127690000006 42.123054668150012 37.345948426100009 0.4560492201000001 44.952171034750002 0.4560492201000001 38.324118171300007 0.47396784530000008 0.47500074850000013 38.060777288450005 37.892416320650007 0.50218556330000019 0.50291907430000016 0.36551300860000008 0.36880632320000012 0.37644082515000005 0.5195503128500002 0.5218855723000001 0.52290350590000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -2 -11 12 13 14 -6 -14 -17 20 -19 -20 21 22 -13 -24 -25 -26 -27 -28 -29 -30
right_child=4 -3 -4 -5 11 -7 -8 -9 -10 10 -12 17 15 -15 -16 16 -18 18 19 -21 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.019664982027268949 0.077987930821320245 -0.040550596165108262 0.026012588511519958 -0.10203773745067023 -0.086894763662670876 -0.0060193152442047431 0.10294202456846831 -0.10169483163345155 0.063372864231849887 0.019413645830559906 -0.10439319713592916 0.012248647532966698 0.04333556789026799 -0.10716176244653473 0.098933920498848527 0.0054986167376950227 -0.10608989073275843 -0.045003663495540337 0.030885208729684789 -0.00021187993447536633 0.018059100116938065 -0.030803233415562375 -0.11194051116673871 0.073066440191112844 -0.14083683135489114 0.070124462617060804 -0.08455625905645564 0.083071062353141351 -0.1251204526863065 0.0038814216069099207
leaf_weight=0.045919302880042201 0.092072095299982171 0.61539293349778745 0.82034822535561958 0.10098271114393231 0.048583104518242659 1.5730479247868061 0.29444121941924095 0.13485423156635079 0.23959560412913561 0.061277754488401115 0.10305692973884106 3.9061935759618711 0.17604079173531773 0.17363434954086188 0.05500869386021634 0.018751895880996017 0.038903895714611281 0.80978175691052356 0.79994205774710181 100.43553201138963 2.1142756903645923 0.67798573979119758 0.26323533989489067 0.53454776294529427 0.32301846705377091 0.39203302701935161 0.36174391275744699 0.39628400676883746 0.30468883513822209 5.143847201026067
leaf_count=16 7 30 49 135 91 16 4 53 12 7 48 93 41 120 14 12 62 39 26 3084 59 32 4 5 4 8 25 13 5 519
internal_value=8.38722e-06 -0.00822435 0.0123426 -0.0639953 0.000117446 0.00797459 0.0317649 -0.00145584 0.0257974 -0.00931452 -0.0582276 -5.0368e-05 -0.0269742 -0.0627154 0.0117829 0.0154244 -0.069797 6.77466e-05 -0.000323553 3.38429e-05 0.00283725 0.000221489 0.0020308 -0.00313967 0.000701482 -0.00488717 0.00176792 -0.00254978 0.00252572 -0.00333252
internal_weight=121.055 1.58264 0.96725 0.146902 119.472 2.49835 0.925298 0.630857 0.496002 0.256407 0.164335 116.974 0.510923 0.277226 0.103592 0.233697 0.0576558 116.463 102.045 101.235 14.4179 12.3036 11.6256 7.7194 7.45616 6.92162 6.5986 6.20656 5.84482 5.44854
internal_count=4633 230 200 151 4403 147 131 127 74 62 55 4256 340 225 105 115 74 3916 3149 3110 767 708 676 583 579 574 570 562 537 524
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=0 2 0 0 1 2 2 2 1 0 2 0 2 2 0 0 1 2 1 1 1 1 0 0 0 1 0 2 1 0
split_gain=0.00901481 0.0860512 0.0939586 0.0472915 0.0132112 0.0729632 0.199975 0.153907 0.0552444 0.0947006 0.0545555 0.0324816 0.069725 0.0829544 0.0793717 0.0624676 0.0542494 0.011057 0.0938559 0.123438 0.139153 0.0590266 0.0368332 0.0765039 0.0396919 0.0496142 0.0310422 0.0548764 0.0428927 0.0292078
threshold=0.39672464895000009 48.823707093150006 0.39587138110000003 0.3733870243500001 0.32467590790000006 48.96897326980001 48.823707093150006 42.055256506450007 0.32012514595000008 0.41229304515000009 35.771221912400001 0.46735127690000006 42.123054668150012 37.345948426100009 0.4560492201000001 0.45350438610000005 0.36166581840000006 48.393869453650005 0.36166581840000006 0.37820723930000005 0.39150025445000008 0.39170982905000007 0.53312775065000018 0.55688452445000014 0.55788748840000013 0.4529056016000001 0.61797550970000004 50.189067467950004 0.50214065445000011 0.58035687555000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -11 12 13 14 -6 -14 -17 -13 -19 -20 -21 -22 -23 -24 -25 -26 27 -27 -28 -29
right_child=4 -3 -4 -5 11 -7 -8 -9 -10 10 -12 17 15 -15 -16 16 -18 18 19 20 21 22 23 24 25 26 28 29 -30 -31
leaf_value=0.017001505692574942 0.074301033443127898 -0.036860843755073612 0.024223503700218783 -0.10750020334871667 -0.084214026312986107 -0.0054154900125219022 0.10265558794429069 -0.10153162108236041 0.059396960375261959 0.017539294962257708 -0.10396339830068396 0.00015033150304791655 -0.10098737284611059 -0.10650373156945166 0.098598793191588777 0.084335439651744087 -0.024235122894734482 -0.10512336597642047 0.090520306861203936 -0.10629232099595756 0.10199261649391247 0.079840061482487887 -0.10182521462277026 0.10132375487964258 -0.10126893862058139 0.089920817108590664 -0.10153813172833744 0.035090437551575045 0.010609257755472107 -0.061339720238871145
leaf_weight=0.046056531369685016 0.087234695820384123 0.60961707824026234 0.81086699192292144 0.090379907058519393 0.045289354594500675 1.5735688474960625 0.26712694391608238 0.12220732048535865 0.23056002426892519 0.061056095408275723 0.093615617653199479 115.27708535404736 0.038985715625301509 0.15803213956388618 0.049934857385821374 0.10804386840663938 0.080173283029580489 0.094716607613920756 0.12794008059427142 0.13864366624329705 0.056310944259166718 0.046817118769890698 0.081567435005808875 0.037904530763626099 0.047931827690433693 0.091679470027884236 0.051944956951047061 0.06457478110678494 0.099295412488118018 0.061159346877730059
leaf_count=18 7 30 15 167 91 16 4 53 12 7 48 3558 37 120 14 70 8 11 5 12 1 65 37 1 53 11 13 16 68 65
internal_value=5.56874e-06 -0.00755452 0.0113049 -0.0654725 0.00010432 0.00739395 0.0307828 -0.00150239 0.024371 -0.00901212 -0.0560007 -4.77293e-05 -0.0259952 -0.0620774 0.0116516 0.0142245 0.0380885 5.94858e-05 -0.0104079 -0.000503425 -0.0154753 0.00422349 -0.00522189 -0.0126509 0.00335328 -0.00556091 0.0068829 0.0310852 -0.0279088 -0.0118149
internal_weight=120.75 1.55692 0.947303 0.136436 119.193 2.43537 0.861801 0.594674 0.472466 0.241906 0.154672 116.758 0.480459 0.253256 0.0952242 0.227203 0.188217 116.278 1.00049 0.90577 0.777829 0.639186 0.582875 0.536058 0.45449 0.416586 0.368654 0.217414 0.15124 0.125734
internal_count=4633 230 200 185 4403 147 131 127 74 62 55 4256 340 225 105 115 78 3916 358 347 342 330 329 264 227 226 173 92 81 81
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 2 2 1 2 1 0 0 2 2 2 2 2 1 0 2 2 1 1 1 0 0 0 2 0 0
split_gain=0.00890196 0.0962348 0.0792875 0.302455 0.283072 0.483508 0.139011 0.147931 0.104216 0.0774348 0.0607895 0.108814 0.152323 0.0842944 0.0595671 0.307531 0.162979 0.0623827 0.158318 0.0573222 0.0622699 0.0575054 0.0566438 0.0550154 0.377846 0.175274 0.158865 0.344733 0.208077 0.119881
threshold=40.148327922700012 40.21994457600001 0.50386215985000016 0.36618664115000005 0.51809826055000008 37.345948426100009 38.621016321050007 0.34569324270000007 39.656620114300004 0.3447651268000001 0.50218556330000019 0.48654231910000006 38.238138001450004 36.859113051050009 38.060777288450005 37.995872310650007 37.892416320650007 0.34422622080000004 0.47396784530000008 40.300545846000013 40.467253020850002 0.40115565405000009 0.34007963835000005 0.38906020780000011 0.52252926560000013 0.52366695610000014 0.52769378160000013 36.016191615950007 0.52812790035000023 0.5380527529500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -4 10 8 9 -8 11 12 14 -13 15 16 17 18 22 -3 21 -21 -1 -6 -25 -26 27 -27 -28 -30
right_child=1 19 4 -5 23 -7 7 -9 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 25 26 28 -29 29 -31
leaf_value=-0.00048101353773807669 0.025969036536635653 -0.015497471485307541 -0.031106413577904446 -0.067331992112475453 0.01429445311204031 0.064512179593315108 -0.011669874061752314 -0.042840953145107198 -0.020249237863031816 0.021081833824884599 -0.021997066564601042 0.0095530622515919966 -0.079580531933647503 0.043498484780503263 0.018055664315280457 -0.15373117276493276 0.10358060896403332 -0.031164054356723356 0.10226082473077208 0.022757098724376933 -9.2419410357331608e-05 -0.00074807758244295366 -0.11250857675151826 -0.052897557581819681 0.027619536362736886 0.0079640677770836648 0.065255895033394837 -0.10608571205051909 -0.029111838789726931 0.0011628481796809845
leaf_weight=0.16891833043802884 1.4655672870893557 2.2858030953893111 0.77108330997362218 0.78787670169146018 1.9683698087465042 1.683287471776566 1.2747820078366205 1.3669601581893855 2.7335257999075111 1.664412095560692 0.64994952641427506 1.8005115796113389 0.24362089036685564 1.2321525083389131 1.3070653996037433 0.13717770403309248 0.14570966362953186 0.56316766517394301 0.1474869740777649 2.3585451022413499 76.316385521549606 1.8629691232952152 0.061590411275624035 1.4143675467494201 2.1456390718231022 0.63349971440038533 0.47109946981072326 0.45565662742319546 1.4851575816192042 10.961860469600079
leaf_count=124 34 34 28 28 40 43 29 38 34 20 7 39 13 21 18 2 2 77 8 40 2981 31 5 33 25 8 6 59 66 740
internal_value=4.12764e-06 0.000567831 -0.00130571 -0.00710631 0.00246241 0.0344719 -0.00359069 -0.0133105 -0.00619447 0.00687682 0.00700561 0.0102515 -0.00405894 0.0233449 0.00321004 -0.0126424 0.00516486 -0.0100717 0.0213533 0.000118356 0.00056156 0.0123842 -0.030414 -0.00155912 -0.00333547 0.00100424 -0.0030727 -0.0397495 1.96104e-05 -0.00244948
internal_weight=120.564 84.2893 36.2749 14.2849 21.99 2.45437 13.497 7.03968 5.67272 2.93919 6.45735 5.8074 2.77474 3.03266 2.53112 1.22405 1.08687 0.941163 0.377996 82.8237 80.5379 4.22151 0.230509 19.5357 17.5673 16.1529 14.0073 1.08916 12.9181 12.447
internal_count=4633 3120 1513 465 1048 71 437 121 83 49 316 309 249 60 236 218 216 214 137 3086 3052 71 129 977 937 904 879 67 812 806
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 2 0 2 0 2 0 1 0 2 2 0 1 0 0 2 0 0 0 0 2 1 0 0 0 2
split_gain=0.00861553 0.0821433 0.144808 0.13088 0.168929 0.0517593 0.0816474 0.106758 0.0507447 0.0483322 0.488431 0.864674 0.125481 0.10394 0.141742 0.299308 0.131418 0.0462109 0.111272 0.268973 0.14703 0.112429 0.24854 0.0983105 0.0702987 0.193682 0.149363 0.0357691 0.257283 0.181289
threshold=39.788107623550012 39.427119987250002 0.5054040298000001 39.525197829750006 0.52432561900000019 39.262923716450011 0.46735127690000006 37.345948426100009 0.4560492201000001 39.032633164100012 0.52252926560000013 0.39078171310000004 0.56859076075000015 38.751720283100006 38.474425342400004 0.54450465555000005 0.39170982905000007 0.50730517050000012 0.52769378160000013 37.140760352250005 0.5206281249000001 0.52925062125000011 0.5380527529500001 0.52290350590000012 36.257608591500009 0.36510882910000009 0.50035927070000008 0.54284302865000023 0.54413041525000005 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 8 -1 13 -11 -12 -13 14 17 -16 -15 24 19 23 -21 -20 -23 -19 26 -26 -8 -24 -29 -30
right_child=-2 2 3 4 -6 -7 9 -9 -10 10 11 12 -14 16 15 -17 -18 18 21 20 -22 22 27 -25 25 -27 -28 28 29 -31
leaf_value=-0.027655209594770087 0.00049193267628758924 -0.036115329942341616 -0.028898531741357043 0.051198158561890895 -0.007787626270437123 0.016468071395028157 0.020484466135660233 -0.10604618559589095 0.09830264405125827 -0.079718089365197017 0.10570697634161291 -0.074651944940038906 -0.0058224090463751058 0.043847004377718303 -0.068501835330577437 0.023280676718723629 -0.0010949962631974358 -0.017160812762222206 0.039651975385379346 -0.017447835268229472 -0.081255065526010653 -0.10412934833609769 0.0145865955351882 0.028151490364257237 0.0001693864204091 0.043273304744057252 -0.03221779831925508 -0.10663788947569007 -0.0015232700032776498 0.097529691840057831
leaf_weight=0.1084972722451053 90.421130166855875 1.7747786946977147 1.0635550058286756 0.7750103865982968 1.2998272207120889 1.9580426776301454 1.0382987783425623 0.16663880696995648 0.045355059094475791 0.75997369523975011 0.66678299009799946 0.52075390284880974 0.5390271646713245 1.2522334535606199 0.86193954420741536 0.60447681581547386 1.3543936011087678 0.89097139295699834 0.8278242023079655 0.71030883548701218 0.73462990578809695 0.21966511240134412 2.0720488462357021 1.0350679176772244 3.0147897687274963 1.593428493288229 1.1154844090342519 0.21971514401957426 2.4333211240143218 0.19995620272311487
leaf_count=161 3266 40 40 18 36 34 44 44 14 17 7 15 27 21 26 23 43 40 18 17 24 31 28 24 47 21 15 6 479 7
internal_value=5.59862e-06 -0.00146726 -0.0132858 -0.000375556 0.0142452 0.000860646 -0.000468883 -0.0505892 0.00947667 0.000239834 -0.0129151 0.0164893 -0.0396438 0.00186087 -0.000903373 -0.0306678 0.0204953 0.0018067 -0.00275018 -0.0172759 -0.0498884 0.00544836 -5.52692e-05 0.00719036 0.00810324 0.0150738 -0.00681102 0.00458661 -0.0026761 0.00599825
internal_weight=120.278 29.8568 4.91317 3.13839 2.07484 24.9436 22.9856 0.320491 0.153852 22.6651 2.48654 1.72656 1.05978 20.1786 17.5719 1.46642 2.60663 16.1055 9.34351 3.37098 1.44494 5.97253 5.14471 1.92604 6.762 4.60822 2.15378 4.92504 2.85299 2.63328
internal_count=4633 1367 134 94 54 1233 1199 219 175 980 66 49 42 914 850 49 64 801 674 105 41 569 551 64 127 68 59 520 492 486
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 2 2 1 0 2 1 0 1 0 1 2 0 0 1 2 0 1 1 1 1 1 0 1 1 1
split_gain=0.00874399 0.260365 0.104434 0.113374 0.0909866 0.0765767 0.0620463 0.0686958 0.123349 0.29258 0.144525 0.258788 0.117049 0.174704 0.184016 0.155101 0.111802 0.0715533 0.180069 0.067586 0.066008 0.0732255 0.235733 0.0517591 0.0434759 0.219297 0.249483 0.0430401 0.202358 0.130096
threshold=0.40437412050000004 0.41625999220000004 43.968221017800005 44.202975721700007 37.232443001650005 33.361153777850006 37.345948426100009 0.41808628485000005 0.54353163080000011 39.788107623550012 0.41917906650000009 0.54413041525000005 0.42209814075000007 0.55234873210000013 0.42307116555000007 40.00488309970001 0.5541600551000001 0.55980359870000018 0.42991227810000004 40.858951393400005 0.5619592227500001 0.43837010870000009 0.44512140355000007 0.46280051495000007 0.42111014640000005 0.42473279245000012 0.54088200950000009 0.39995808510000008 0.39563186730000005 0.39394030120000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 -2 -4 5 -3 -6 -8 9 -9 -10 -12 15 -14 -15 -13 -16 19 -19 -18 -20 -22 -23 -7 -11 -26 -27 28 29 -1
right_child=1 4 3 -5 6 23 7 8 10 24 11 12 13 14 16 -17 17 18 20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00014177009131025712 -0.096559280138352091 0.069987030972316303 0.10059649487994525 -0.10082039748415812 0.030409242473311872 -0.10982795637237144 0.01464818900909471 -0.079082653054670549 -0.041128095564646291 0.0036391753028072178 0.10189558308134324 0.055119957997767248 -0.031417401258469181 0.10546422455783817 -0.066180945699605045 -0.0034562590142561914 -0.0040209616986707202 -0.11143321118464607 -0.025436063552441785 0.037224760876537498 0.02309929293760701 -0.06590131686778955 0.0043152184835126969 0.032795924210213816 -0.12612976321291222 -0.091993782196900367 0.05940201383357871 0.0079344536042899871 -0.036911078788429835 0.025502160889554433
leaf_weight=85.94879586900899 0.39687804274798111 0.036617511222525878 0.063693799078464508 0.049793258525738793 0.67224343924158603 0.16387784646790493 2.656012280785947 0.67408536421135368 0.77651791757671418 1.7553755925036969 0.26057884114561503 0.88705976959317812 1.7371219363412809 0.17126802983693679 0.24220906634263784 0.92174911154506844 0.6421584801573762 0.14503595884161669 0.86782253851924807 1.0418247174493442 1.5601599939545829 0.51613038784762455 6.4932420367901216 0.030121985862781253 0.16516874387161795 0.16584679038748007 0.31669674627482891 7.0760313445598504 1.4741259160674065 2.0249142709380967
leaf_count=2294 67 167 4 48 15 89 24 16 14 19 6 13 40 2 18 36 39 12 21 25 47 42 987 103 8 109 7 71 239 51
internal_value=6.21283e-06 -0.00172762 -0.0723699 0.0122234 -0.000153169 -0.0626481 0.000482627 -0.00043199 -0.00250298 -0.0208625 0.000970901 0.00308183 0.0013907 -0.00182861 0.00257208 0.0252702 0.00104086 0.00248602 -0.000854811 0.0214964 0.000844589 0.00350599 -0.000855129 -0.087683 -0.00453126 -0.0266741 0.00736835 0.000426709 -0.000167213 0.000448483
internal_weight=119.933 23.4093 0.510365 0.113487 22.8989 0.230617 22.6683 21.9961 19.3401 3.07717 16.2629 15.4864 15.2258 13.417 11.6799 1.80881 11.5086 11.2664 9.58239 1.68398 9.43735 8.56953 7.00937 0.194 2.40309 0.647712 0.482544 96.5239 89.4478 87.9737
internal_count=4633 1978 119 52 1859 359 1500 1485 1461 159 1302 1288 1282 1233 1193 49 1191 1173 1109 64 1097 1076 1029 192 143 124 116 2655 2584 2345
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 1 2 2 0 1 0 2 1 1 0 0 1 2 1 1 0 2 0 2 0 0 2 1 2
split_gain=0.00881595 0.148283 0.158674 0.110281 0.0954414 0.0415437 0.348745 0.11142 0.238126 0.0621715 0.057785 0.286212 0.292482 0.0980587 0.0475936 0.0640449 0.253757 0.11928 0.185004 0.105676 0.0662009 0.0531221 0.0411261 0.21477 0.130802 0.0629372 0.163064 0.0978527 0.19576 0.102625
threshold=0.34527409360000011 0.48634771415000005 0.48119816770000007 0.34479506600000004 0.47976108500000009 0.34542378970000004 0.34545372890000009 41.909642283050012 40.94178426300001 0.47961138885000004 0.34560342505000002 0.48271009850000007 40.890797847750008 0.34566330350000002 0.34569324270000007 0.47880302985000006 0.47976108500000009 0.34614233110000009 42.283941020600004 0.35799826355000003 0.36166581840000006 0.48077901860000011 41.873095646600007 0.47736594710000008 41.741384785950011 0.47721625100000004 0.47642286160000008 39.955516828000007 0.32467590790000006 38.983591653800012
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 7 -7 8 -2 -9 11 12 -8 -12 -15 17 -17 -16 -19 -20 -21 -18 24 -24 25 26 27 29 -29 -1
right_child=5 -3 3 -5 -6 6 10 9 -10 -11 13 -13 -14 14 15 16 21 18 19 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0027956356687739276 -0.030336726705784335 -0.034591219524333111 0.030758305260925115 0.0050737262172441296 -0.017166577500488087 0.079470599033828374 -0.00026473629419835904 -0.0080303745130425354 0.02187879620266911 -0.045141607227517234 0.026343190011143981 0.025964475261886152 -0.057512644736835643 -0.015102779160381727 -0.070028059789108352 0.060872562144295123 -0.025504326275328889 0.062778650401156905 -0.10272960981450421 0.086770674098199455 -0.031024221440272271 0.00021419203380216537 0.00025101910011300437 -0.069705283123686845 0.040287254226671759 0.0074952450807887734 -0.056433304769366678 0.021171086562191039 -0.10929500979818432 0.042446413403576896
leaf_weight=2.3723042375933536 1.4465436392838165 1.0953753902576853 2.9516609491001864 3.8549554641358554 3.2257326003164044 0.54945438943104719 1.9824706595391028 0.79869597722063179 2.2042739108637761 1.038216042681597 1.4099899910506781 1.4983085943385956 1.6231160891293255 2.1036833627658771 0.37043189628458273 0.68965705949813028 0.81206101433781341 0.28175841192558204 0.1702124378255121 0.064461478664270544 0.18359609249831976 72.989322826610845 5.6368321191361277 0.47590607668462315 0.95989536860099711 7.1077530835755169 0.59583706175908435 0.23474932898304235 0.22546986555244075 0.63574511439219339
leaf_count=202 25 28 18 29 29 25 14 37 34 16 13 18 40 32 38 33 17 78 19 70 26 3161 354 24 14 78 13 39 90 19
internal_value=4.32095e-06 0.00150907 0.00290751 0.0162117 -0.00131028 -0.000485589 6.0536e-05 -0.00891755 0.00118972 -0.0290055 -0.00045779 -0.0107705 -0.0260359 0.000207845 -0.000266635 0.000146413 0.000495413 -0.0241397 0.000142845 -0.0420504 -0.000413452 -6.87973e-05 0.00149321 -0.00519542 0.00486335 0.0018197 -0.00810631 0.000196112 -0.0427467 0.00676618
internal_weight=119.588 29.3722 28.2768 6.80662 21.4702 90.2163 84.7285 5.48773 3.65082 1.83691 84.1791 5.1039 3.60559 79.0752 77.6652 75.5615 74.491 1.07046 0.700028 0.41827 0.248058 73.8014 18.2445 6.11274 12.1318 11.1719 4.06411 3.46827 0.460219 3.00805
internal_count=4633 937 909 47 862 3696 3584 112 59 53 3559 72 54 3487 3474 3442 3211 231 193 115 96 3178 833 378 455 441 363 350 129 221
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 0 0 1 2 0 2 1 1 0 2 2 2 1 0 2 0 0 1 1 1 1 0 0 2 1
split_gain=0.00862303 0.0381049 0.0320349 0.0410486 0.0416352 0.0789903 0.157761 0.0186586 0.0184678 0.034772 0.0293622 0.0229499 0.0201336 0.0454977 0.0213993 0.019885 0.0518847 0.0162736 0.0179765 0.014114 0.0157135 0.0177982 0.0111303 0.0869911 0.0535749 0.0519661 0.0815124 0.137792 0.116394 0.105672
threshold=0.46551001470000003 0.56685428580000019 0.45736654595000009 39.571921479100006 0.46097422230000007 0.56065686655000013 0.56579144335000009 0.4529056016000001 38.983591653800012 0.57927906350000014 38.911218973650008 0.4690129038000001 0.48616807880000007 0.61400856260000014 45.044778924400006 44.749265482150008 41.909642283050012 0.49146732130000009 0.62376874945000005 46.095286511800005 0.66718062335000017 0.66977036620000019 0.42802610700000004 0.42991227810000004 0.4289991317500001 0.42209814075000007 0.55131582885000008 0.54450465555000005 40.00488309970001 0.3975479776000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 -5 -6 -7 22 10 -10 17 -11 15 -14 -15 16 -13 -3 -19 -16 -21 -22 25 24 -24 26 27 -1 -29 -28
right_child=1 8 3 4 5 6 -8 -9 9 11 -12 12 13 14 19 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.00018449281836482176 -0.10140391875406325 -0.10029598701305771 0.072809529674581874 0.034425808551258062 -0.10561651787883104 0.1017342217683771 -0.10329144433405911 -0.014993732842147887 -0.10115824398593642 -0.10160729104902561 0.10104906684501461 0.048486015279882992 -0.10058200037163895 -0.10035730091832103 0.039550836148908877 0.046734783207658309 -0.0528605798760221 0.067019053722786923 -0.10034025163660938 -0.029579558307323089 0.091784754074187624 -0.0053435748664153425 0.0834788959009264 0.0013012976679838103 0.011550891236547702 -0.013406814849348726 -0.012487393048372035 0.040139511757481379 -0.0059295362500061607 -0.10222379505682813
leaf_weight=101.2456246532966 0.043129507772391551 0.015137203633001306 0.12835225218321866 0.29941853674677077 0.075986195355653763 0.092721015214920044 0.063051402365090325 0.82885984589935802 0.039745304068901532 0.023888303015155543 0.04040803958196193 0.098570825212846103 0.056227967862383821 0.021313995792041851 0.079675661929286434 0.12952969465004571 0.10361545439809561 0.025229232602271168 0.0086078621792049503 0.14466384874458527 0.026877398719079792 0.063295726327623925 0.21083900364010233 9.1141076417451767 0.20350547989016832 2.9107553682118796 0.58499945569565071 1.5662782088156739 0.8439089961520948 0.16917691377287269
leaf_count=2746 13 93 40 32 3 2 71 72 13 24 3 28 161 233 7 22 26 35 164 48 3 78 16 428 36 67 34 23 45 67
internal_value=5.26564e-06 -0.00963912 8.02378e-05 0.0220579 0.00979439 -0.022028 0.0187468 -4.29365e-05 -0.00512517 -0.0100149 0.0379507 -0.00516978 -0.00198682 -0.0173284 -0.00338913 0.0161454 -0.0034516 -0.014111 0.0244443 0.00318225 -0.00915692 0.0236069 6.31157e-05 0.00333857 0.0481514 -0.000227695 0.000139714 0.000378045 0.0240088 -0.0326171
internal_weight=119.258 0.919916 118.338 0.659529 0.531177 0.231759 0.155772 117.678 0.876787 0.787404 0.0893823 0.747659 0.723771 0.392055 0.335827 0.331716 0.202186 0.0489743 0.0338371 0.314513 0.234837 0.0901731 116.849 9.52845 0.414344 107.321 104.41 103.656 2.41019 0.754176
internal_count=4633 951 3682 148 108 76 73 3534 938 643 295 630 606 530 369 76 54 292 199 136 129 81 3462 480 52 2982 2915 2814 68 101
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 0 0 2 0 1 0 1 1 1 0 0 1 0 1 2 2 0 0 2 2 1 0 1 1 1
split_gain=0.00897103 0.144172 0.400288 0.289843 0.163712 0.159802 0.114608 0.651866 0.111861 0.110889 0.0911312 0.103763 0.227399 0.162185 0.0786844 0.123179 0.0965891 0.135336 0.0920726 0.147822 0.0570304 0.262672 0.543635 0.257549 0.23133 0.171651 0.1619 0.257527 0.205536 0.323251
threshold=0.35585760905000008 0.48735067810000005 40.679780036550007 0.49588335680000006 40.806664626150003 0.48032993025000009 0.49820364660000011 42.388109226950007 0.49194634890000005 0.36265381275000008 0.49067393190000008 0.34708541665000009 0.3465914194000001 0.34626208795000007 0.48735067810000005 0.48588365620000007 0.34614233110000009 0.48368312325000012 0.3459626957000001 42.055256506450007 41.835830569250014 0.52507409960000018 0.53146612375000013 41.404176814550006 42.081757894750005 0.40651477500000005 0.52157121045000021 0.37227927305000003 0.37644082515000005 0.38334181610000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -3 -4 -6 8 -8 10 -5 11 12 13 14 15 16 17 18 -1 -20 23 26 25 -11 -24 -23 27 -22 -29 -30
right_child=1 3 4 9 5 -7 7 -9 -10 20 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0008951137426204455 -0.12590200552261313 0.080062255381049274 0.097351353358030357 -0.032673534922329155 0.017096028322291706 -0.10599544496283678 0.10140296352575653 -0.049153921665860877 -0.018544573675999647 -0.00086108710486375122 0.021805603758780077 0.031513460253705161 -0.042347841500695156 0.031752373993605545 -0.018432436150755828 0.03048322346170065 0.019714219425072343 -0.024614697828266113 0.0087187914827359554 -0.05473556807027119 0.070116317992942212 -0.11367675689411359 0.04002828759404764 -0.052335799521057616 -0.0012417074073372873 0.022224600580358189 0.080035065819370851 -0.091753358447035679 0.08046068004433049 -0.10487819493136684
leaf_weight=45.495173340176621 0.34409527873919543 0.44566567726565054 0.15446123946458101 1.0774984412346444 0.34516890341096484 0.15187619603420899 0.62367155082756542 0.53364688809961081 3.0243944078683844 37.16957938703338 2.0651964593998846 1.0551936958305947 1.2483467990532506 1.6437549602705974 2.2514538317918769 1.3492136457934965 2.3428393014473832 2.325603569392114 0.70091545581817516 0.77092277736664983 0.54324954122694069 0.52851861003546119 1.603227144827996 0.9981124626306429 8.886764753579568 0.11276916665701719 0.65648738647453786 0.2617139609210426 0.29147266515064985 0.1389716261145395
leaf_count=1229 44 40 4 27 116 14 27 16 28 1417 19 38 17 33 25 29 16 44 26 15 33 163 61 120 832 56 61 17 20 46
internal_value=4.70367e-06 -0.000953055 -0.0386525 -0.000241032 0.0074287 -0.0205156 0.000790896 0.0319802 0.000229292 -0.000925737 0.00115633 0.000435773 -0.000128376 0.000798218 -0.000122937 0.00065508 -0.000124317 -0.00106723 9.87415e-05 -0.0245175 -0.000257489 0.00545659 -0.000398369 -0.00220719 0.00506575 -0.0897788 0.0399052 0.0185805 -0.021868 0.0206229
internal_weight=119.14 53.7096 0.995602 52.714 0.651506 0.497045 65.4303 1.15732 64.273 52.2684 61.2486 59.1834 58.1282 56.8799 55.2361 52.9847 51.6355 49.2926 46.967 1.47184 51.1909 13.0232 11.1313 38.1677 10.49 0.641288 1.8919 1.23541 0.692158 0.430444
internal_count=4633 3071 178 2893 134 130 1562 43 1519 2853 1491 1472 1434 1417 1384 1359 1330 1314 1270 41 2826 1289 1112 1537 893 219 177 116 83 66
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 0 0 1 2 2 1 2 2 0 1 2 2 2 2 0 0 2 0 2 0 2 2 2
split_gain=0.0103879 0.14088 0.0765986 0.0630318 0.0498076 0.266911 0.106162 0.315696 0.328554 0.0982152 0.195636 0.120822 0.155906 0.161215 0.129741 0.233521 0.0968823 0.0931807 0.186914 0.0922613 0.179534 0.0908425 0.125471 0.244866 0.213737 0.578452 0.266079 0.250649 0.285849 0.390669
threshold=42.477827694800006 42.498713093000006 42.409092016550012 0.50291907430000016 0.48001556840000009 0.48032993025000009 0.48104847160000008 0.48149755995000004 0.48265022005000008 0.34515433670000012 42.759119507950011 42.783136484500005 0.34566330350000002 43.321682097200004 44.202975721700007 0.47943175355000006 0.34575312120000007 42.759119507950011 43.564719632750005 43.022303514600004 43.067541470150012 0.48320409570000006 0.49588335680000006 43.663128814500006 0.52507409960000018 42.686561923500008 0.53146612375000013 42.91168285345001 43.521589032450009 43.813842866750008
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -6 -7 -8 -9 17 -11 -12 -13 -14 -15 16 -16 -3 19 -19 -21 -10 23 -23 25 -24 -26 -27 -29 -30
right_child=1 4 3 -5 5 6 7 8 21 10 11 12 13 14 15 -17 -18 18 -20 20 -22 22 24 -25 26 27 -28 28 29 -31
leaf_value=-0.00020044593490437494 0.061417681082247391 0.042530652589395312 -0.051790095317011543 -0.0037901725202786063 0.053859514322161288 -0.025381740651487447 0.045984510756636225 -0.11025993881225603 0.034993963756837158 -0.080446307369752057 0.028458151926681483 -0.081428971230841252 -0.10413379546804363 0.062009053021598454 0.098481294174091349 -0.12389388613884296 -0.0097801293172973935 -0.11886737721772377 0.0037364125324406716 0.047234492031726097 -0.10877806436239218 -0.026032438304305652 0.089602880951009045 0.023324683756971179 -0.080064302342813976 -0.095324634948041428 0.00060990595411800671 0.039762845918617812 -0.12731473950713143 0.017526786942536687
leaf_weight=88.55786993793069 0.38909161170725326 0.50372110504602918 0.52543120173871105 0.57074733701938385 0.99806039780378597 1.4303655057447056 1.5568921867197811 0.2711899464775368 0.73828409798443573 0.47143193440570064 0.60530379358806374 0.36252101536774706 0.14107569871134706 0.31775339566411276 0.11681674304418266 0.15160252898931503 0.28270202278145007 0.17927404805945357 4.4514444658432701 0.15309585088220956 0.14233994032593955 3.9446103189256965 1.0085818935185655 1.3488523015137728 0.43502099206939693 0.25175132396543665 6.7902266918666783 1.2718396170456574 0.29756126216670953 0.49766396914559508
leaf_count=2734 17 19 32 21 8 9 20 9 59 37 4 55 26 26 4 2 81 21 184 7 53 53 7 30 185 10 750 27 14 129
internal_value=7.25962e-06 0.00164858 -0.000525648 -0.026798 0.000838841 0.0033994 0.000861346 0.00290003 -0.00107954 -0.00593408 -0.022558 -0.00875947 -0.0251736 -0.00498082 0.0111182 -0.0182233 0.0218748 0.00156433 -0.00262466 -0.0622736 -0.0279318 0.000705795 -0.000891721 -0.0134555 0.00541058 0.0263822 -0.00424736 -0.00111592 0.0103579 -0.0366707
internal_weight=118.763 29.1091 89.654 1.09618 28.72 20.8409 19.8428 18.4125 16.8556 7.87908 2.44921 1.97778 1.37247 1.00995 0.868875 0.551121 0.399519 5.42988 4.92615 0.47471 0.295436 16.5844 15.8461 5.29346 10.5526 3.3274 7.22525 2.31882 2.06706 0.795225
internal_count=4633 1846 2787 53 1829 1310 1302 1293 1273 519 235 198 194 139 113 87 85 284 265 81 60 1264 1205 83 1122 187 935 180 170 143
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 1 2 0 2 0 0 0 2 2 1 0 2 2 1 0 0 0 1 2 1 0 0 2 2 1
split_gain=0.0105038 0.128339 0.120267 0.120685 0.0514776 0.0454296 0.0324916 0.0334998 0.0951411 0.0679831 0.0847746 0.0677899 0.289943 0.316304 0.261019 0.219308 0.208009 0.192309 0.129009 0.119223 0.044716 0.0406921 0.0910766 0.129422 0.0957394 0.0587376 0.145128 0.0432498 0.109881 0.140065
threshold=42.844429421150004 42.91168285345001 42.982930821650008 0.48389269780000005 0.39587138110000003 0.30609861980000008 42.759119507950011 0.47774018740000007 42.686561923500008 0.47721625100000004 0.47642286160000008 0.48077901860000011 41.685324604100011 41.873095646600007 0.34512439750000007 0.48104847160000008 40.518963363600001 40.408647214050006 0.3447052483500001 0.48185683060000012 0.47820424540000012 0.47604862130000009 0.3447651268000001 41.772405911750006 0.35696536035000009 0.47396784530000008 0.43572048740000008 38.983591653800012 39.955516828000007 0.32467590790000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -4 7 8 9 10 21 12 14 -14 16 -13 -9 -16 -17 -20 -19 22 23 27 -24 26 -25 -1 -29 -30
right_child=1 2 4 -5 -6 -7 -8 11 -10 -11 -12 15 13 -15 17 18 -18 20 19 -21 -22 -23 24 25 -26 -27 -28 28 29 -31
leaf_value=-0.010230044593572227 0.028947540695346382 -0.11874468068962757 0.018669070354546662 -0.0014843314983854128 0.0012758431285154509 -0.1068620268698223 -0.017085567218105193 -0.0054768692476553421 0.055365716070300823 0.014690399980499048 -0.022387258192351909 0.035562990432153468 -0.012342294455806611 -0.1098226373898112 -0.0093566843100812685 0.027539419906140568 -0.053843274170938739 0.012871328218806205 -0.018262346248740562 -0.00018676960985875165 0.033557052027409932 0.024680194436107371 -0.10329470646483237 -0.10139281778638609 0.033301284516700912 0.099067567766097556 0.095272952162119326 0.040804973301172845 0.019094417314431709 -0.10805073855400205
leaf_weight=2.2168009651467084 1.6341915880390185 0.17004911816364554 0.04445333408993235 0.18140278170758961 18.229767734705131 0.082025946853718779 1.1566145232608409 2.3542090505361544 0.36505226683220904 3.4166698614135385 1.6387401481042614 1.7228361777961243 0.84818004071712383 0.54788223291325266 3.3686386148037855 1.600396130234002 1.4288827899727037 2.191270973533392 3.8592716917110002 66.977554520345493 1.9977236306294797 0.79508973291376595 0.16248753216932721 0.06267016716702567 0.074993564648966782 0.19070193101651967 0.093510827038699063 0.61668210197240103 0.23368620541339169 0.13769489132027957
leaf_count=173 34 15 81 26 1416 9 34 27 9 33 45 15 10 54 39 20 34 13 28 2128 37 8 151 41 50 4 14 17 39 29
internal_value=4.94134e-06 0.00207291 -0.000274696 -0.0582205 0.000834744 -0.0627419 -0.000424053 -0.000225181 0.00525448 0.00335679 -0.00286575 -0.000856076 -0.0075957 -0.0505983 -0.00230201 0.000301435 -0.023745 0.00843161 -0.00053722 -0.00117155 0.0227363 0.00411253 -0.000203156 0.00380571 -0.0601594 0.0618281 0.0163576 -0.00247443 0.0149259 -0.0280465
internal_weight=118.4 20.3419 18.7077 0.351452 18.3562 0.126479 98.0582 96.9016 10.0048 9.63973 6.22306 86.8968 12.7368 1.39606 11.3407 74.1601 3.78309 7.55763 72.4372 70.8368 4.18899 4.58432 3.78923 3.55175 0.237481 0.346883 0.156181 3.20486 0.988063 0.371381
internal_count=4633 1581 1547 41 1506 90 3052 3018 613 604 571 2405 214 64 150 2191 61 89 2176 2156 50 526 518 317 201 59 55 258 85 68
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 0 2 1 2 2 2 2 2 2 1 1 1 0 2 2 1 1 1 1 1 1 1 2 2
split_gain=0.0085956 0.118543 0.0677377 0.381869 0.401032 0.208837 0.153989 0.0586159 0.104104 0.0700603 0.0887347 0.142014 0.271012 0.0566152 0.135158 0.0439869 0.172375 0.121268 0.315484 0.117017 0.0999364 0.224065 0.966148 0.329434 0.290867 0.153471 0.223567 0.153031 0.106909 0.134896
threshold=42.477827694800006 42.498713093000006 42.243697547450004 0.34626208795000007 0.35027394390000005 0.47774018740000007 0.5380527529500001 42.123054668150012 0.34503457980000002 42.081757894750005 42.027798546600003 41.965446242000006 41.976795488650005 41.873095646600007 41.909642283050012 0.34524415440000006 0.34515433670000012 0.34503457980000002 0.47787491390000009 41.542492784600007 41.559097512700014 0.34626208795000007 0.3475943834000001 0.34608245260000009 0.36166581840000006 0.43349001525000008 0.43593006200000012 0.44844465735000011 41.489621506400006 41.404176814550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 5 -5 -4 -6 9 -9 10 11 13 -13 15 -15 16 17 19 -19 -1 28 23 -23 -22 -24 -26 -27 -28 29 -17
right_child=1 -3 3 4 6 -7 -8 8 -10 -11 -12 12 -14 14 -16 20 -18 18 -20 -21 21 22 24 -25 25 26 27 -29 -30 -31
leaf_value=0.00040360545804197655 0.057163302190531819 0.00076758845351537612 -0.0097727742491670114 0.053704424689935894 -0.06470362022908753 -0.11079337795960767 -0.0059385677657603532 0.06315920690101301 -0.0054532028615011992 -0.025755851198206493 0.018559637921058084 -0.0001944365920200894 -0.11076999963291152 0.042539568873275688 -0.0090255126732029425 -0.00036467506174088304 0.024477429654765525 0.0017593996986836346 -0.089956364582668299 0.041237758566048291 -0.035778553172304182 -0.20817243296861415 0.097548649443971458 0.03522658706081068 -0.080358875186840442 0.093815662879304096 -0.10482561089384611 0.043644557858704983 0.031746170680937255 -0.031861409399286354
leaf_weight=12.549573295560805 0.37770021125183006 28.278589435583179 0.33176553619841698 1.0516821444034579 0.58963089250028167 0.53404795673122862 1.8294862165196262 0.40435539235748663 0.48803882398669884 1.05339842085199 2.5507281107065856 0.64558004819508497 0.33754109843789593 1.0086609739819388 1.0247116504128326 52.824959000272386 3.3386400739545925 1.2940730242584368 0.52810794080141921 0.74335061411818593 1.2921106284484263 0.30052073299884785 0.21925847698003031 1.3218841031193733 0.36661502329570794 0.17934389226138592 0.18102334206923842 0.11260824354803844 1.0046798635238747 1.3957049309333331
leaf_count=376 17 1829 32 4 30 25 53 11 40 17 36 40 17 17 35 1715 28 69 15 26 18 2 3 25 35 5 10 44 32 27
internal_value=3.56036e-06 0.0015109 -0.000479053 -0.0126705 0.00215057 -0.0720839 -0.0202618 0.000141734 0.025636 -0.000128233 0.000196163 -0.000384485 -0.038159 8.15573e-05 0.0165535 -0.00034977 0.00391306 -0.000629218 -0.0248218 0.00268708 -0.0016786 -0.0169964 -0.0499264 0.000128392 -0.00501326 -0.0317972 0.00584411 -0.047887 -0.000576517 -0.00117544
internal_weight=118.158 28.6563 89.5021 4.33661 3.4708 0.865813 2.41912 85.1655 0.892394 84.2731 83.2197 80.6689 0.983121 79.6858 2.03337 77.6525 18.4537 15.1151 1.82218 13.2929 59.1987 3.97336 1.35937 2.61399 1.05885 0.839591 0.472975 0.293632 55.2253 54.2207
internal_count=4633 1846 2787 144 87 57 83 2643 51 2592 2575 2539 57 2482 52 2430 514 486 84 402 1916 142 99 43 97 94 59 54 1774 1742
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=0 2 1 0 2 2 2 0 2 1 0 1 1 1 2 1 2 2 2 2 1 0 1 1 0 0 2 1 1 1
split_gain=0.00787292 0.0730266 0.0902396 0.0420874 0.0154351 0.0712139 0.062018 0.161587 0.0442015 0.156659 0.0322879 0.258564 0.133525 0.12053 0.0884386 0.0482138 0.118682 0.0643992 0.0704694 0.0509749 0.0356757 0.156138 0.0431695 0.0577723 0.0371565 0.110783 0.0330411 0.0789443 0.0295194 0.0568521
threshold=0.39672464895000009 48.823707093150006 0.31118828780000007 0.3733870243500001 43.735142172100005 43.663128814500006 43.477771593600004 0.48654231910000006 43.930205408700004 0.39591628995000006 0.47787491390000009 0.34569324270000007 0.34614233110000009 0.3465914194000001 44.578137159850009 0.35585760905000008 44.026978245600006 44.202975721700007 44.908704241950012 44.952171034750002 0.37820723930000005 0.53146612375000013 0.38772791230000009 0.39170982905000007 0.53312775065000018 0.55688452445000014 48.109449608500007 0.34506451900000007 0.45628873390000008 0.44922307715000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 -8 9 -6 14 -12 -13 -14 -10 -15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -16 29 -27
right_child=4 -3 -4 -5 8 -7 7 -9 10 -11 11 12 13 15 26 16 17 18 19 20 21 22 23 24 25 28 -28 -29 -30 -31
leaf_value=0.016187407405300738 -0.00024030635791064725 -0.034095090717259538 0.023796703011837408 -0.10191040245848543 0.041836274147571351 -0.03100728607225476 0.072997921273043456 -0.011843630173521792 0.044884724394675717 -0.0088046814950263393 -0.07759769243537161 0.10470159474409904 -0.11046219019320452 0.04814199974368976 -0.0010234103523106672 -0.09287072657564964 0.057325236886560896 -0.076363997251370941 0.10076983712976582 0.036693883717960625 -0.10389719468242858 -0.10195147604078608 0.062826556921804153 0.052289154688541652 -0.10136671801939952 -0.003936309696879161 0.0062561509215234611 -0.080133646667558969 -0.0069770163983611886 0.083579159842154443
leaf_weight=0.044517286907659992 105.83345808186189 0.6056732206052402 0.78145109054223738 0.093674608439640039 1.1765935124749325 0.74668979320813278 0.40523398733785043 0.50329225589666748 0.51223508629846071 1.2705139268146011 0.4505275509463903 0.12607938051223788 0.096296807751059865 0.22102336771786246 0.56715419450119986 0.13182707059058918 0.21112878574058447 0.11613499248016967 0.052838720967429142 0.2424601075490499 0.14341641615346024 0.036218504399584961 0.17177076758525789 0.1246001599356531 0.10800278901342586 0.18688067865892322 1.9936290655195987 0.16222007333635702 0.6190810778375635 0.12314170938043389
leaf_count=16 3240 30 49 135 26 14 17 36 28 39 13 1 3 9 42 125 18 54 58 34 129 9 7 6 55 77 30 74 250 9
internal_value=4.55777e-06 -0.00713316 0.0106239 -0.0638662 9.81454e-05 -0.000232256 -1.69757e-05 0.0259986 0.00411389 0.015544 -0.000258804 -0.00744592 0.00421268 -0.00068885 0.00676434 0.00355898 -0.000786727 0.00489727 -0.000854247 0.00399494 0.00108224 -0.00462415 0.00577041 0.00869624 0.00069249 -0.00550644 -0.000406637 -0.0186183 0.00563675 0.0308251
internal_weight=117.858 1.52532 0.919643 0.138192 116.332 107.489 106.742 0.908526 8.84377 2.44711 6.39667 3.16143 2.7109 2.58482 3.23524 2.48853 2.2675 2.13567 1.92455 1.80841 1.75557 1.51311 1.3697 1.33348 1.16171 1.03711 2.723 0.729374 0.929103 0.310022
internal_count=4633 230 200 151 4403 3307 3293 53 1096 65 1031 857 844 843 174 840 831 706 688 634 576 542 413 404 397 391 146 116 336 86
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 0 0 2 2 0 1 0 0 1 0 1 0 1 1 0 1 1 2 0 2 1 0 1 1 2
split_gain=0.00740203 0.137756 0.394408 0.184332 0.139541 0.45808 0.202894 0.293063 0.550778 0.213616 0.131881 0.0757951 0.674254 0.210013 0.364621 0.211486 0.171022 0.108353 0.0803278 0.280632 0.083363 0.083972 0.306694 0.170719 0.316475 0.463015 0.31393 0.143286 0.235643 0.199314
threshold=0.37977904855000005 0.37227927305000003 39.852039223600009 43.321682097200004 0.50291907430000016 0.50101793360000013 0.5054040298000001 41.257948413050009 43.118479346150004 0.50386215985000016 0.38045268105000002 0.51484985480000012 0.5195503128500002 0.38906020780000011 0.52157121045000021 0.38723391515000005 0.5132031975000001 0.39900002995000006 0.39019789825000006 0.5218855723000001 0.39048232090000007 0.39394030120000006 37.232443001650005 0.52769378160000013 39.065416244600009 0.39078171310000004 0.52889135055000014 0.39563186730000005 0.39995808510000008 43.61821939175001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 9 -8 -9 -6 -2 16 -13 15 -15 -14 17 -12 -16 -20 -21 22 -22 24 -24 -26 -25 -23 29 -29
right_child=10 2 3 -5 6 -7 7 8 -10 -11 11 12 13 14 18 -17 -18 -19 19 20 21 27 23 26 25 -27 -28 28 -30 -31
leaf_value=0.00010635012854737906 0.046517132517831752 0.0073590225296117587 -0.11174601916280516 -0.0092904451806545864 0.010211993423589354 -0.071329036207826838 0.041375398832305094 -0.12259699402059812 0.021185411015204186 0.086569966480289154 -0.020552462023056373 -0.1096855140793571 -0.0047411357898153829 -0.11843116297386802 -0.027109697314552202 0.058536364255630802 0.086921724564158698 0.063521541310455149 0.098311467192593746 0.023666977725842579 0.061003360041374299 0.02674819540843798 -0.12950735876585459 0.081434961003489487 0.035612732892815073 -0.11858458060173563 -0.056986321355856212 -0.075697741195913312 0.00065182546708639449 0.010131063630331344
leaf_weight=68.209983281473257 0.62863218667916143 1.3852290026843541 0.56802174327094679 0.25418216536490945 0.74038098892196946 0.9096363082062443 0.90745038999011773 0.43785602110438027 0.68044265942626225 0.72527381812687963 0.59543556523657659 0.55616580441892338 0.92167553265245006 0.26054142410315861 1.0421266568009802 1.2371472706727216 0.32675288215978071 0.20643692649730383 0.294250352308146 1.4615030642598927 0.39500557990686447 1.9679797705466615 0.41066636917275878 0.29741542536066834 0.51939930766820908 0.31153512276796391 0.36481453204669378 0.75558359781462303 29.891575607235261 0.42149918428094679
leaf_count=1779 16 28 43 28 15 21 14 14 33 27 30 25 25 10 22 24 8 52 5 15 12 48 15 7 10 47 36 123 1990 111
internal_value=3.63458e-06 -0.000596666 -0.0252065 -0.0800721 0.000151494 -0.000833762 0.0196567 -0.000848206 -0.0351108 0.0479975 0.0010514 0.000374718 -0.000327187 0.00117262 -0.000533816 0.031521 0.0259408 0.00109185 0.000271703 0.00104102 0.000263188 -0.000704811 -0.019185 -0.0358224 -0.0576919 -0.0221991 0.00518034 0.00058112 -0.00107638 -0.0449635
internal_weight=117.685 74.8185 2.20743 0.822204 72.611 69.1196 3.4914 2.02575 1.1183 1.46565 42.8661 42.2375 41.1089 40.5527 38.3939 2.15882 1.12863 0.801872 38.1334 37.0912 36.797 35.3355 2.29884 1.90383 1.2416 0.830934 0.66223 33.0366 31.0687 1.17708
internal_count=4633 2002 99 71 1903 1800 103 61 47 42 2631 2615 2525 2500 2451 49 90 82 2441 2419 2414 2399 127 115 72 57 43 2272 2224 234
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 2 0 0 2 1 0 0 0 0 1 2 1 1 2 2 0 0 0 2 0 1 1 0 2 0
split_gain=0.00873129 0.0875648 0.032563 0.144301 0.164185 0.217674 0.0386605 0.0475052 0.0397715 0.0379289 0.0834148 0.0515014 0.140544 0.0870093 0.0922761 0.0597355 0.36703 0.330566 0.130421 0.248826 0.16335 0.0908933 0.171412 0.340745 0.111539 0.17695 0.302653 0.122897 0.0497591 0.0456048
threshold=39.788107623550012 39.683197198900011 0.5641597557000001 0.45107930900000009 39.476991512000005 39.427119987250002 0.56685428580000019 0.56915960600000015 37.345948426100009 0.43593006200000012 0.55131582885000008 0.54413041525000005 0.54088200950000009 0.53938504835000012 0.40115565405000009 39.427119987250002 0.34524415440000006 0.39019789825000006 38.751720283100006 38.474425342400004 0.48032993025000009 0.52252926560000013 0.52769378160000013 37.817254840650008 0.5195503128500002 0.37644082515000005 0.36880632320000012 0.50101793360000013 36.016191615950007 0.52252926560000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -8 -9 10 11 12 13 14 15 18 -17 -18 19 21 -20 24 28 -24 25 26 27 -1 -23 -22
right_child=-2 -3 3 4 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 16 17 -19 20 -21 29 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.005544633970503858 0.00049685920069169123 -0.029806992880957381 -0.094278934247887455 -0.1024012041082645 -0.12508077881275045 0.1017929001207255 0.0037610649192078532 0.032225961712683757 -0.10205766758127566 0.015488993689705714 -0.035601305445408064 0.016485204788149098 -0.034111513590302317 0.022628711379608198 -0.036162580855972723 0.031691494422790172 -0.085478948923177631 0.0095147143347736867 -0.011181048740500878 -0.059200516914039082 0.018635048666525589 -0.014943573365846952 -0.038353770185145325 0.082928656861617767 0.045172332182104195 -0.053848940057608333 0.06647591842689296 -0.031430255065987532 -0.049729090767928412 0.042456267887416146
leaf_weight=5.4842709166828048 88.180327440099703 1.0533293058597326 0.19914578891572654 0.046632616140414029 0.096948156653468232 0.20799645116130705 0.55905941614173571 0.029851823707802483 0.084456678186782597 1.5473652303385268 0.66448148006003194 1.8214524977092867 1.2128314407309506 1.694037973313242 0.71856623890016535 1.0418580626137548 0.87123567954495207 0.63210727856494486 1.4663436097216607 0.74063990522245227 1.8494799443869854 0.72192180642741843 0.49180509212783352 0.43792162084719166 0.65953593631274987 0.52282979597418933 0.75165117363212619 1.0751600908115504 0.95548360236989538 1.4212894348893312
leaf_count=303 3266 34 75 10 8 6 12 257 108 38 66 36 18 17 36 15 30 27 30 25 31 11 29 12 17 30 17 15 37 17
internal_value=1.45348e-06 -0.00150183 -0.000437266 -0.0163869 -0.00125257 0.0116838 -0.0143472 -0.00824926 -0.0669893 0.000291717 -0.000640156 0.000305331 -0.00099015 0.000875116 -0.000982118 0.000339787 -0.0139242 -0.0455372 0.00252968 -0.00308031 0.0165528 0.000664075 -0.0156685 0.0187729 0.00567748 0.00235241 0.00637148 -0.000515941 -0.0347581 0.0289864
internal_weight=117.24 29.0597 28.0064 1.22409 1.02495 0.927997 0.720001 0.673368 0.114309 26.7823 25.2349 24.5704 22.749 21.5361 19.8421 19.1235 2.5452 1.50334 16.5783 11.8412 4.73711 11.1006 2.60713 0.929727 8.49345 7.83391 7.31108 6.55943 1.67741 3.27077
internal_count=4633 1367 1333 476 401 393 387 377 365 857 819 753 717 699 682 646 72 57 574 496 78 471 89 41 382 365 335 318 48 48
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 1 2 2 0 0 0 2 1 0 0 0 0 0 0 0 1 2 0 0 1 2 2 1 0 2
split_gain=0.00905341 0.065014 0.286714 0.296959 0.0712762 0.227351 0.122151 0.296388 0.194191 0.402543 0.196027 0.118729 0.196772 0.14159 0.156323 0.240801 0.114765 0.113871 0.0959412 0.166308 0.163447 0.0879816 0.282135 0.144412 0.137517 0.108693 0.0669684 0.0619881 0.0703975 0.0694158
threshold=0.53938504835000012 0.41917906650000009 40.542362378300005 42.055256506450007 40.806664626150003 0.42111014640000005 38.751720283100006 38.621016321050007 0.54284302865000023 0.54695967185000016 0.5485614203000001 42.546237522150008 0.42473279245000012 0.54284302865000023 0.55788748840000013 0.56748300950000019 0.55877069550000014 0.5641597557000001 0.56685428580000019 0.54695967185000016 0.44720217960000008 41.16018805045001 0.57299182660000014 0.58388970390000006 0.43643902880000007 40.890797847750008 47.74983977685001 0.45932756505000005 0.58984760935000013 42.498713093000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 7 8 -3 -10 -11 21 -13 -14 -15 -16 -12 -18 19 -8 -21 25 24 -24 -23 -7 -5 -25 -29 -30
right_child=1 4 3 26 5 11 18 -9 9 10 16 12 13 14 15 -17 17 -19 -20 20 -22 22 23 27 -26 -27 -28 28 29 -31
leaf_value=0.00044582159669743782 3.4891528076867711e-05 0.040360078138573126 -0.12233708348325512 -0.033758069142761096 0.065246654127346759 0.014817287719548123 -0.0078382977318326857 0.10373451719343103 -0.11506065141633143 0.10332725239642322 -0.10610648645147346 -0.12386016003220252 -0.1093763185913975 0.062711080257729007 -0.10728858475733814 -0.0011182509939895841 0.017999960234701896 -0.068392767266106921 0.0036056349233074001 -0.1082709503475003 -0.029485016862607127 0.009603322938503342 -0.10389285272381764 -0.10587570086035161 0.057445534512889196 -0.027398697249602939 0.036718937656574233 0.099066724454752286 -0.10090965025696064 0.10032889397700445
leaf_weight=93.258041448976684 4.9013583424973595 0.79141775536118464 0.41993583081057273 0.5940393443343055 0.62961381754939694 1.610838943810448 2.1824480905197565 0.30966138518033393 0.34973642507975444 0.17834938317537297 0.11107380297551095 0.14899346330207697 0.12829076871275935 0.33203112710907623 0.23264030591781226 2.6135721009457882 0.78385358591458498 0.18943681047832905 1.897815966828716 0.38053598592523463 0.85482082837552298 1.0386331273475669 0.23242912255500403 0.036556011917127762 1.425257700437214 0.98148256139796775 0.17441174596791598 0.087966348277404904 0.05021776597058647 0.026023792052001227
leaf_count=2763 73 10 17 41 28 27 29 5 10 2 39 18 3 17 21 533 22 401 177 36 40 29 26 5 32 44 58 3 120 4
internal_value=2.34141e-06 -0.00174321 -0.0106494 -0.0547155 0.00133776 0.00716477 -0.0056108 0.0116525 -0.000209368 -0.0201215 0.00617395 0.00307652 -0.0114444 -0.00637895 -0.00222143 -0.00979627 -0.00980522 0.00118487 -0.0144234 -0.0244344 -0.053754 0.0122173 0.0241929 -0.0502319 0.037278 -0.00116617 -0.0177622 0.0118927 0.0381103 -0.0322202
internal_weight=116.951 23.6934 6.08975 1.18839 17.6037 9.57455 8.02915 2.71353 2.40387 1.61245 1.26271 8.94493 3.45553 3.30653 3.17824 2.84621 1.08436 0.97329 5.31562 3.4178 1.23536 5.48941 2.89708 0.433193 2.46389 2.59232 0.768451 0.200764 0.164208 0.0762416
internal_count=4633 1870 189 116 1681 910 771 489 484 474 464 882 592 574 571 554 462 423 282 105 76 290 219 158 61 71 99 132 127 124
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 1 2 2 0 0 0 0 0 1 2 0 1 2 2 2 1 0 2 2 2 0 1 1 2 2
split_gain=0.0103283 0.15845 0.0399189 0.0956841 0.129163 0.07786 0.118456 0.149872 0.0809898 0.123493 0.251925 0.364299 0.0991696 0.0842651 0.151961 0.0672125 0.0405511 0.0389868 0.166922 0.160749 0.0931824 0.0561105 0.0407479 0.0359089 0.0613385 0.0291216 0.0560159 0.0640511 0.0261148 0.0225447
threshold=0.45107930900000009 0.5619592227500001 0.44393880420000004 0.57212358910000016 40.94178426300001 0.43837010870000009 41.087689990200012 41.16018805045001 0.56579144335000009 0.55688452445000014 0.56345618395000019 0.56300709560000006 0.57161462230000015 0.43694799560000003 42.027798546600003 0.55544744170000004 0.44844465735000011 39.476991512000005 39.427119987250002 40.574766824850009 0.45218706025000005 0.56915960600000015 37.345948426100009 40.636252116050009 40.722669576350008 0.57927906350000014 0.46112391845000006 0.4690129038000001 42.546237522150008 41.808689985400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 8 -7 -8 9 15 11 13 -10 14 -11 -1 -6 18 20 -19 -3 -22 -23 -21 -25 28 -27 -28 -26 -29
right_child=1 17 3 4 16 6 7 -9 12 10 -12 -13 -14 -15 -16 -17 -18 19 -20 23 21 22 -24 24 25 26 27 29 -30 -31
leaf_value=-1.1406729350860206e-05 -0.064651847749506719 -0.10711312504736799 0.020815444360986285 0.057998511471254177 -0.10329413817435118 0.019950628141139258 -0.12146904476502872 -0.010455313634072996 0.0087217471111531511 -0.102246350073652 -0.11563110390060612 0.095642362833865624 0.075493145014972868 -0.10979377282166268 0.027815476924877319 0.030475437760018272 -0.025231532879398229 -0.11574709363889951 0.10159855155754936 0.02006878894550515 0.012624460316269671 0.035442066188348366 -0.10187560087901622 -0.10772913534529079 -0.0032454410196744951 0.039198144233173346 -0.10259264955344732 0.047113537026640236 -0.035230389418090965 -0.0067298481571765869
leaf_weight=105.22908072748918 0.402105910998097 0.074713670528126719 2.1496080513235802 0.11005764290227826 0.15763323016631148 0.28140196933462291 0.2249943632632494 0.26465498169302748 0.82066166030744969 0.15030782557209821 0.27911181928311635 0.2467106792028062 0.30513647151985879 0.16795907402411103 0.22327213769131049 0.7281482118621615 0.11516040615970269 0.12832437717440859 0.18787739170875273 0.61477979407573036 1.398370511838493 0.030207016097176242 0.075928648615338545 0.059125059992880202 0.6213008897029797 0.36062595294060862 0.066331298588920617 0.089530773960120769 0.43328866217052564 0.59171039309177331
leaf_count=3031 29 4 36 50 35 21 4 37 39 27 21 4 48 6 31 27 13 81 6 9 32 257 106 12 20 27 25 83 67 445
internal_value=-1.35544e-06 -0.00438664 0.000200657 0.0126122 -0.0334466 -8.79166e-05 -0.0317524 -0.0614662 0.000137834 -0.000142832 -0.0339874 -0.00507818 0.0268195 -0.0509638 -0.0245142 0.000198102 -0.0703398 0.000734324 0.0124918 -0.00627293 0.00189092 0.00730405 -0.062794 -0.00132061 -0.00723883 -0.00449169 0.00682798 -0.00878726 -0.0163868 0.000346412
internal_weight=116.588 5.13422 111.454 2.53246 0.382851 108.921 0.771051 0.489649 108.15 107.025 1.06736 0.78825 1.1258 0.541539 0.37358 105.957 0.272794 4.73211 1.7671 2.96502 1.57922 1.50451 0.106136 2.83669 2.22191 2.16279 1.1082 0.747572 1.05459 0.681241
internal_count=4633 1203 3430 134 98 3296 62 41 3234 3147 89 68 87 64 58 3058 48 1174 405 769 399 395 363 688 679 667 580 553 87 528
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 0 0 0 0 2 0 0 1 1 2 2 2 2 1 2 0 2 2 0 1 1 2 2 1
split_gain=0.00855628 0.132355 0.0327804 0.0653061 0.100662 0.0668697 0.108413 0.226523 0.317434 0.0875096 0.0701698 0.0597044 0.0555073 0.0543185 0.133766 0.0323549 0.152679 0.14413 0.0494975 0.113262 0.0325315 0.0577544 0.0294291 0.055659 0.0233282 0.0461781 0.0582454 0.0219211 0.0203589 0.0187876
threshold=0.45107930900000009 0.5619592227500001 0.44393880420000004 0.43837010870000009 41.087689990200012 0.56579144335000009 0.55688452445000014 0.56345618395000019 0.56300709560000006 0.57161462230000015 42.027798546600003 0.56065686655000013 0.55544744170000004 0.44844465735000011 0.44720217960000008 39.476991512000005 39.427119987250002 40.574766824850009 38.983591653800012 0.4529056016000001 37.232443001650005 0.56300709560000006 40.636252116050009 40.722669576350008 0.57927906350000014 0.46112391845000006 0.4690129038000001 41.184662530950007 42.546237522150008 0.48616807880000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 12 8 10 -7 -8 -4 -1 14 -13 16 18 -17 19 -3 21 -21 -19 -24 28 -26 -27 -11 -25 -28
right_child=1 15 11 4 -6 9 7 -9 -10 27 -12 13 -14 -15 -16 17 -18 22 -20 20 -22 -23 23 24 25 26 29 -29 -30 -31
leaf_value=-1.0266118142132885e-05 -0.059896768402698468 0.096315895088278175 0.034900077653643752 0.018059694057734919 -0.05763917101700166 0.0078570979655995937 -0.10259129060207205 -0.11409376343792572 0.092443905901743617 0.098619662877148712 -0.023327306597345165 0.010428352319049162 0.027934867697418337 0.011431597046328387 -0.10749159129633501 -0.11418281684781302 0.10142634680443097 0.018300914945759705 -0.019783465564521686 0.10059162690897275 0.0079001154607113901 -0.10759180325126848 -0.10695950315829428 -0.0029158310647597052 0.035829286559329813 -0.10234405713612729 0.018938644498226298 0.043571792470166293 -0.030961025597178029 -0.014536664585434964
leaf_weight=105.22947791533514 0.39122206967032891 0.14902337840430868 0.75932503527090789 0.27986502570240546 0.47181193760076212 0.81991756667412008 0.16489532898901771 0.25577952404864845 0.23056778975296766 0.14851543271208811 0.34611267163018056 0.28346866410345217 0.71561809676086241 1.3031722729220403 0.1456163242542452 0.11762195323786562 0.17027248158774444 0.60716843340924276 0.63530856513659728 0.017188070341944695 0.69467946483252518 0.059302896867695853 0.053863853731172973 0.62232215802941959 0.35537224979634607 0.060157405856443802 0.30142215144951479 0.14103982356090228 0.44317261817923281 0.37779539806976459
leaf_count=3031 29 4 24 21 41 39 28 21 4 25 36 38 27 47 25 81 6 9 39 1 96 259 12 20 27 25 60 23 67 468
internal_value=-4.45367e-06 -0.00402788 0.000178322 -8.13858e-05 -0.0294549 0.000122955 -0.000130431 -0.0329461 -0.00495717 0.0245469 -0.0489047 0.0115194 0.000178492 0.00127055 -0.0295895 0.000657793 0.011526 -0.00572424 0.00168514 0.0165072 0.00108474 -0.0608115 -0.00120249 -0.00655086 -0.00404725 0.00620474 -0.00803396 0.0718063 -0.0145807 0.000318958
internal_weight=116.351 5.05589 111.295 108.804 0.751677 108.052 106.942 0.997355 0.741576 1.10947 0.511008 2.49158 105.945 1.73226 0.429085 4.66467 1.72577 2.9389 1.5555 0.920194 0.77117 0.076491 2.82127 2.21411 2.16024 1.09475 0.739375 0.289555 1.06549 0.679218
internal_count=4633 1203 3430 3296 62 3234 3147 89 68 87 64 134 3058 110 63 1174 405 769 399 360 356 260 688 679 667 580 553 48 87 528
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 1 0 0 0 0 1 0 1 2 0 2 1 2 0 2 0 1 2 2 2 1 1 1 1
split_gain=0.00796859 0.0823452 0.11407 0.309357 0.202795 0.146293 0.0596262 0.368519 0.623035 0.508046 0.178094 0.144729 0.127935 0.418331 0.580106 0.167055 0.13487 0.122049 0.0978995 0.0723841 0.0772533 0.123634 0.0866446 0.0610747 0.144827 0.0606493 0.109753 0.394054 0.224108 0.192145
threshold=40.94178426300001 41.243661560350013 0.34560342505000002 0.34479506600000004 0.5206281249000001 41.11191809080001 0.34488488370000009 0.48233585820000008 0.48185683060000012 0.47757552170000012 0.47736594710000008 0.34512439750000007 0.47757552170000012 0.34536391125000004 41.741384785950011 0.47787491390000009 42.720329370750001 0.35799826355000003 42.982930821650008 0.47568935060000012 42.759119507950011 0.47076434840000009 0.32168198560000011 43.564719632750005 43.022303514600004 41.641174900500005 0.40115565405000009 0.41997245590000004 0.42307116555000007 0.3459626957000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 8 9 10 19 18 13 14 -13 -14 -15 -18 -8 20 21 22 -3 24 -22 26 29 -28 -29 -17
right_child=1 6 4 -5 5 -7 11 -9 -10 -11 -12 12 15 16 -16 25 17 -19 -20 -21 23 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00091757319784628632 0.042938636369338423 0.019388236427777903 0.048756440339046331 -0.026089798661598843 -0.028577311059578538 0.029706121388036529 0.029649967537178724 -0.062776822641528049 0.10775161755488349 -0.069214561016796045 0.069444981066294834 -0.19904916249771376 0.038185832661437089 0.017622810524673092 0.011428798222225343 -0.016083601906454699 -0.10264654370614441 0.011103697079236464 -0.0016536186854696382 -0.047733566476474108 -0.11880134930549879 0.076492917592107218 -0.10294328523360315 0.0011033031886937723 0.015371349345630095 0.0011148724215502062 -0.10067081163908349 0.1046988498471033 -0.031669881083983595 0.020122067498983168
leaf_weight=52.465856741073935 0.97682315822953514 0.23366516770519341 1.6788745111553001 1.935956616012845 0.88066758792922406 0.84280361125905756 2.7602564850549234 1.0802853035274891 0.49820238351821888 1.1291851396154013 0.39327078312635411 0.28410158378846917 1.1359044346027065 1.1838412370780131 0.24290487526104698 4.4086218951269975 0.2070623435733977 0.17324632123990114 1.5657937402720561 0.30436710044068593 0.14450971364938281 0.33765151142142713 0.076970012993115233 3.5834446387949832 0.18147982183051559 34.247330150625032 0.51567398873157777 0.20362080144695938 0.295257150304991 2.1959219058771851
leaf_count=1909 22 58 29 42 32 25 44 18 3 16 4 7 22 41 44 42 48 88 19 18 15 7 21 172 48 1708 10 14 58 49
internal_value=-4.97595e-06 0.000746703 0.0115849 -0.00294058 0.0240203 -7.58267e-05 -0.000446072 -0.0084765 4.62372e-05 -0.00835829 0.0047175 0.000847881 -0.000828288 -0.0249824 -0.102037 0.000346298 0.000979478 -0.0508286 0.0183198 -0.000517988 0.00263509 0.0346062 -0.0109234 -0.00266656 -0.0441068 -0.00068035 -0.00874976 -0.0393723 0.02399 -0.0040457
internal_weight=116.164 63.6977 6.31513 2.91278 3.40235 1.72347 57.3826 7.96303 6.88275 6.38454 5.25536 49.4195 45.0935 2.09116 0.527006 43.0023 1.56415 0.380309 4.32605 4.86209 4.55772 0.648287 0.310635 3.90943 0.32599 41.8664 7.6191 1.01455 0.498878 6.60454
internal_count=4633 2724 150 64 86 57 2574 380 362 359 343 2194 2131 228 51 1903 177 136 63 339 321 86 79 235 63 1881 173 82 72 91
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 0 1 0 2 2 0 2 0 0 1 0 1 1 2 0 0 1 0 0 0 2 1 0 0
split_gain=0.0077017 0.142382 0.114242 0.103005 0.382 0.238045 0.256345 0.1627 0.144956 0.0713935 0.287299 0.222504 0.161621 0.441605 0.336746 0.288771 0.816381 0.168057 0.130354 0.173629 0.114727 0.689445 0.22325 0.293447 0.190187 0.137697 0.286079 0.151462 0.191402 0.128258
threshold=0.37977904855000005 0.51657136015000005 0.38045268105000002 0.37227927305000003 0.51484985480000012 0.50386215985000016 0.50218556330000019 0.36880632320000012 0.50386215985000016 41.087689990200012 40.94178426300001 0.52507409960000018 42.081757894750005 0.5641597557000001 0.53146612375000013 0.41997245590000004 0.53866650695000018 0.40651477500000005 0.38772791230000009 42.686561923500008 0.51484985480000012 0.5195503128500002 0.38906020780000011 0.52252926560000013 0.52366695610000014 0.52769378160000013 36.016191615950007 0.39500314360000005 0.53499895210000015 0.52889135055000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 8 6 -1 -7 -5 10 20 18 13 15 17 16 -13 -14 -11 -20 -4 -22 -23 -24 -25 26 -26 -27 29 -29
right_child=2 -3 9 4 -6 7 -8 -9 -10 11 -12 12 14 -15 -16 -17 -18 -19 19 -21 21 22 23 24 25 27 -28 28 -30 -31
leaf_value=0.00018241873585465811 0.043944338929086592 -0.040744951131998421 0.031462449264128327 0.0017983424405467923 0.044600330917716063 0.0016068750885553222 -0.043903110064690443 0.053788271553635914 -0.085228397967924141 0.083824683287449145 -0.06718492320983814 0.052307516597086524 -0.11368518927018645 -0.071416023636888759 -0.00057373598776306678 0.059026455500356491 -0.060648913119903995 0.026424562939723825 0.049070415575319541 -0.085915701481817819 -0.14983591089334622 0.043957549792220413 -0.048602058541338672 0.029560733292557557 0.0035635027422271518 0.037885670836172877 -0.10528840694161651 -0.00030788404838678852 -0.0011386404678194865 -0.10333437093814674
leaf_weight=68.206213214544476 0.61286831153847643 0.87356096392522786 1.0428200995403383 0.25973941502161213 0.50501189904753119 1.0552798633216292 1.3449698149925087 1.3774894410744307 0.72739286193973385 0.55251801135091116 0.6736592469687811 1.5829203825014695 0.40413092967264574 0.50405884407507517 8.5619963650740356 1.7432407534506635 1.0739415275456847 0.10861862611596962 0.35433999487941037 0.13034008886198123 0.31312161002824979 1.0794343946035976 1.3063003025454261 2.0024511931696933 0.62299807710224075 0.95804923062678682 0.39422422725601791 0.19738972000777977 16.977039210447039 0.31155243939792854
leaf_count=1789 16 48 34 12 9 28 26 27 63 14 28 52 141 125 830 51 19 56 22 101 14 21 32 29 8 16 60 12 905 45
internal_value=-1.62958e-06 -0.000610826 0.00108957 -0.00013367 -0.0261394 0.000405399 -0.0006701 0.0311532 -0.0623295 0.000447335 -0.00273538 0.00593249 0.00261672 0.0172435 -0.00528784 0.0273999 0.00664891 -0.084005 0.050621 0.01277 -0.00101285 -0.00241444 -0.000478926 -0.00258548 0.00021513 -0.00280436 -0.038622 -0.000828954 -0.00295011 -0.0633763
internal_weight=115.858 74.3497 41.508 73.4761 1.49214 71.984 69.5512 2.43277 0.987132 40.8951 25.879 15.0161 13.9789 4.90416 9.07475 4.4001 2.65686 0.51275 1.0372 0.48468 25.2054 24.1626 23.8494 22.77 21.4637 19.4613 1.01722 18.444 17.486 0.508942
internal_count=4633 2002 2631 1954 84 1870 1815 55 75 2615 1204 1411 1274 247 1027 122 71 197 137 123 1176 1142 1128 1107 1075 1046 68 978 962 57
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 0 2 1 1 2 2 2 0 0 1 0 1 0 0 1 0 0 1 2 0 0 2 1
split_gain=0.00933088 0.0708843 0.0861965 0.0318539 0.0293926 0.0216696 0.0208603 0.0241931 0.00956617 0.00920455 0.011875 0.00920294 0.104815 0.112431 0.102203 0.0334533 0.170286 0.178583 0.112332 0.162452 0.185643 0.105904 0.215903 0.105578 0.27219 0.195045 0.104558 0.241891 0.117879 0.192382
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 34.515670600900002 0.38906020780000011 0.39346127360000005 0.54191491270000014 0.54413041525000005 33.96174662340001 0.43540612555000008 0.43643902880000007 42.844429421150004 42.91168285345001 42.982930821650008 0.48389269780000005 0.49688632075000011 0.35331277505000008 0.4995209724000001 0.34560342505000002 0.48032993025000009 0.47961138885000004 0.34503457980000002 0.48104847160000008 0.51657136015000005 0.38334181610000007 43.321682097200004 0.53499895210000015 0.53866650695000018 43.940903692500008 0.39150025445000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 -4 -6 -7 -8 -1 -9 -11 -2 -13 14 -14 18 -17 -18 21 20 -20 -15 -23 25 -25 -19 28 -28 -26 -30
right_child=11 2 4 -5 5 6 7 9 -10 10 -12 12 13 15 -16 16 17 23 19 -21 -22 22 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.03632348803474366 -0.000500582376834678 0.10092544374333412 -0.0025924406898017952 -0.11268760690807872 0.10088962364850765 -0.03407003993134284 0.10079508773021346 -0.10059802928780237 0.056118627113837853 0.058268282710082955 -0.100202168360865 0.026466272567070643 -0.11687468072455753 -0.0029625623641195116 -0.0052140695947313588 0.099638962150237542 -0.11782750260977021 0.081623548175312505 -0.011822477016915056 -0.02972301455661043 0.078741539428246438 -0.010314672074456596 0.050092228097611304 -0.11138618078481509 0.072519771037836411 -0.0059161576356276868 -0.11434978153020658 0.0035013392858277807 -0.10957531677512172 0.037080482988814306
leaf_weight=0.034502256131912823 94.432540310003461 0.11191454343497753 0.63666384835960343 0.06276754179270938 0.04828406497836113 0.043230543451500125 0.044658256694674492 0.0085958021171563814 0.016570752557527157 0.019135849899612367 0.006280688859733762 1.5932989190403635 0.15607355112707821 5.8875393052498826 0.17264912926736997 0.19154968089423974 0.11823890575215035 0.48281478992430471 0.71902019805554507 2.681925731132651 0.33032913133502007 1.104707981736283 1.274060010910034 0.20960704894378057 0.44144762806536153 0.53828361393425439 0.18362570297358649 3.3790566715475165 0.11863048256782349 0.36359774345791607
leaf_count=98 2648 6 23 3 2 9 2 29 22 3 207 34 15 254 26 6 9 11 131 49 3 50 21 37 43 63 17 625 8 179
internal_value=-2.89696e-06 0.00946041 0.018683 -0.0649719 0.00727555 0.0441917 0.0217342 0.0523993 -0.00633044 -0.0111444 0.0191086 -8.83309e-05 0.00186339 -0.000272466 -0.0582292 0.000784526 0.00686294 0.00381747 -0.0022689 -0.0166712 0.0166866 0.00423207 0.0220391 0.00633331 -3.52976e-06 0.035476 0.00520038 -0.00257287 0.0351824 0.00100244
internal_weight=115.412 1.0326 0.918764 0.113841 0.806849 0.170185 0.121901 0.0786706 0.051073 0.0340123 0.0254165 114.379 19.9465 18.3532 0.328723 18.0244 6.02685 5.8353 11.9976 3.73128 1.04935 8.26631 2.37877 5.71706 4.69597 1.0211 4.48636 3.56268 0.923676 0.482228
internal_count=4633 404 281 123 275 252 250 241 120 239 210 4229 1581 1547 41 1506 998 992 508 183 134 325 71 983 909 74 872 642 230 187
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 0 2 2 0 2 2 1 1 0 1 1 0 1 0 1 0 2 1 0 1 0 1 1 0
split_gain=0.00894663 0.120675 0.0476437 0.0474306 0.0397789 0.0374744 0.228847 0.0381268 0.090489 0.104805 0.047032 0.0349615 0.121859 0.0242567 0.0989023 0.111912 0.0499167 0.033267 0.0241952 0.135656 0.0605772 0.154084 0.0256546 0.041869 0.0269944 0.022732 0.0458953 0.0286655 0.0271624 0.026232
threshold=43.426369480700011 43.521589032450009 43.735142172100005 0.39587138110000003 0.38468908115000006 43.276780833950006 0.49688632075000011 43.182896969600009 43.084051236300006 0.50386215985000016 43.022303514600004 43.930205408700004 0.39591628995000006 0.45824975300000009 0.56065686655000013 0.46551001470000003 0.46280051495000007 0.56685428580000019 0.44922307715000004 0.56345618395000019 0.44393880420000004 0.56065686655000013 42.546237522150008 0.4529056016000001 0.56915960600000015 0.46636328255000009 0.58745247150000013 0.47447681205000009 0.49284452560000008 0.58984760935000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 7 -7 8 10 -10 13 12 -5 18 -15 16 -16 -17 20 -20 -1 -22 23 24 -21 -19 -27 -28 29 -29
right_child=1 2 3 11 -6 6 -8 -9 9 -11 -12 -13 -14 14 15 17 -18 25 19 22 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.00021754920767134137 0.04787780604442126 -0.017666364118308891 0.013179946728023462 0.03784738246890304 -0.1066472728715232 -0.045704149759981938 0.024962891379693319 0.013597783969977406 -0.046595868213425172 0.018249548767446749 0.027569651159653721 0.00010052258365998881 -0.0074205854459979785 -0.10446510342327829 0.02768904074265649 -0.10141014414193768 0.10040338155800564 0.063543399817255056 -0.041654846299032697 0.0012056659363039457 0.059658896918076312 -0.023224253510867088 -0.012480429468863683 -0.013038880053132508 0.026735743103894139 -0.10090639252940592 -0.10067601427993148 0.10144536536774731 -0.10024384866752856 0.0091031412085384854
leaf_weight=91.639536389348407 0.56076077132444169 1.2989702471840932 0.044997781521209812 1.1280031291535109 0.072084728070120008 1.0337746971391784 0.82315377714985505 2.0084938996174051 0.85002720259798425 0.35264692442501655 0.61557943298433215 7.5727268272692783 1.2577389912585202 0.061222185290950359 0.18285806230193202 0.038719479261999368 0.19517228086260729 0.04392621862427859 0.92053963088812807 0.7270688600838191 0.54411135613918293 0.38160596251948586 0.92118960618972767 0.720789062959028 0.96234439290535079 0.049308768933101987 0.022107686742813826 0.041287690401077271 0.016995990253425575 0.12068278047962799
leaf_count=2297 32 64 31 26 21 26 23 32 52 30 35 1071 39 8 37 8 12 11 23 6 12 39 4 62 42 68 36 1 415 70
internal_value=-1.09046e-06 0.00259109 0.000358466 0.00268228 -0.0605946 -0.000300669 -0.0143783 -4.29075e-05 -0.000318512 -0.027582 1.53712e-05 0.00342623 0.0139826 -0.000158437 0.0174939 0.0279946 0.0652305 -0.014273 -0.000299244 -0.00767521 3.95663e-05 0.0254922 0.00171414 0.00713936 0.0157484 -0.00280918 -0.0144498 0.00675164 0.0200222 0.032642
internal_weight=115.208 11.9353 11.3745 10.0756 0.117083 103.273 1.85693 101.416 99.4077 1.20267 98.205 9.95847 2.38574 97.5895 0.772281 0.711059 0.37803 0.333029 96.8172 4.25193 92.5653 0.925717 3.33139 2.4102 1.68941 0.294309 0.250383 0.201074 0.178966 0.16197
internal_count=4633 1284 1252 1188 52 3349 49 3300 3268 82 3186 1136 65 3151 666 658 49 609 2485 137 2348 51 114 110 48 601 590 522 486 71
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 1 2 0 1 1 0 0 1 0 0 1 2 2 0 0 0 0 1 0 1 0 2 2
split_gain=0.00788994 0.0606407 0.0797028 0.029843 0.0258643 0.020317 0.0191919 0.0142642 0.044193 0.00877471 0.838457 0.301825 0.269586 0.251461 0.177171 0.0783208 0.0739822 0.0733349 0.218169 0.42075 0.237319 0.133504 0.14039 0.216735 0.135731 0.647394 0.141307 0.314691 0.125183 0.363424
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 34.515670600900002 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.40651477500000005 33.361153777850006 0.49194634890000005 0.3475943834000001 0.34900152690000003 0.49405706415000006 0.49688632075000011 0.35585760905000008 0.49067393190000008 0.50101793360000013 0.37820723930000005 38.621016321050007 41.600558339100012 0.50386215985000016 0.50291907430000016 0.5132031975000001 0.51484985480000012 0.38045268105000002 0.5195503128500002 0.38906020780000011 0.52157121045000021 43.321682097200004 43.813842866750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -7 -8 -9 15 -11 -12 -13 -14 16 -2 -15 18 -16 20 -20 -19 -23 -24 -25 -26 -27 -28 -21 -30
right_child=9 2 4 -5 5 6 7 8 -10 10 11 12 13 14 17 -17 -18 21 19 28 -22 22 23 24 25 26 27 -29 29 -31
leaf_value=-0.0057666262931581752 6.7564323171329546e-05 0.10083684988783284 -0.002308311171995335 -0.11133934923146976 0.10080449450452807 -0.10057970541972011 0.07796976288061995 0.073127053172381509 -0.10199394023482417 -0.088393824803950874 0.055595050769986713 0.10246565888662745 -0.050322530558505829 0.067521617401176875 0.0052077540530806286 0.019811745341616203 0.015820592854778069 0.05521147224863774 -0.11169259332040571 0.029794689425020476 -0.034599450549447193 -0.054215060167688858 0.083153207564602788 0.043751927895282094 -0.1167857830280324 0.027077983780331355 -0.11607889028778394 0.00032118913995013486 -0.11786667658682522 0.046973889766074292
leaf_weight=0.050158765647330794 59.074896151115851 0.10137077129911631 0.63747949310345575 0.057435711263678968 0.043733678758144379 0.011711561564879958 0.043639842384436633 0.035894673109046149 0.024076121885203694 1.0759582379832853 0.98589151166379352 0.25415050934679939 1.0043642519629532 0.51339919376186915 4.1960997486021361 2.0798198247794053 0.60051989526255056 0.44874071426966011 0.63945588556816835 0.99116309312739737 1.0632165421411626 0.46583499772668702 0.3185816462355423 0.70752709268708613 0.47250325451272956 1.9690357227991615 0.23375036428330886 36.465935724871784 0.25134040648117661 0.28586816714596353
leaf_count=120 1549 6 23 3 2 7 4 166 73 12 10 12 24 17 59 19 25 23 17 45 45 29 10 18 20 45 10 2194 8 38
internal_value=8.11136e-07 0.00882024 0.0173212 -0.0621231 0.00669267 0.0427677 0.0207583 0.0344737 0.00282226 -7.69109e-05 -0.00101942 0.000793108 -0.000268747 -0.000784476 0.00021817 0.000739047 0.0396493 -0.000687292 -0.00983176 -0.0293633 -0.0635526 0.000965923 0.000366851 0.000999857 0.00034306 -0.00044161 0.00098003 -0.000420195 0.00872502 -0.030149
internal_weight=115.104 1.0055 0.897906 0.107594 0.796535 0.159056 0.115322 0.103611 0.0599708 114.098 52.9433 51.8674 50.8815 50.6273 49.623 61.1547 1.11392 48.5091 7.42714 3.23104 1.70267 41.0819 40.6332 40.1673 39.8488 39.1412 38.6687 36.6997 1.52837 0.537209
internal_count=4633 404 281 123 275 252 250 243 239 4229 2661 2649 2639 2627 2603 1568 42 2561 212 153 62 2349 2326 2297 2287 2269 2249 2204 91 46
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 2 0 2 2 0 2 0 0 2 1 1 0 1 2 2 0 0 0 2 2 1 1 1 2
split_gain=0.00794918 0.11301 0.0345966 0.0323101 0.0998089 0.0357564 0.0319285 0.180946 0.0319928 0.0778581 0.077031 0.0401219 0.455539 0.179405 0.203718 0.11059 0.0275535 0.151419 0.296727 0.209653 0.268653 0.16906 0.135512 0.357394 0.133979 0.329996 0.256435 0.482925 0.299419 0.142854
threshold=43.426369480700011 43.521589032450009 43.735142172100005 43.930205408700004 0.39591628995000006 0.39587138110000003 43.276780833950006 0.49688632075000011 43.182896969600009 43.084051236300006 0.50386215985000016 42.844429421150004 0.48389269780000005 0.48654231910000006 42.91168285345001 0.34518427590000006 0.34560342505000002 0.48588365620000007 0.34554354660000003 41.873095646600007 42.081757894750005 0.48271009850000007 0.48185683060000012 0.47961138885000004 41.037275035300006 40.806664626150003 0.34479506600000004 0.34446573455000007 0.34515433670000012 40.165165956550005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -5 8 -8 9 11 -11 16 15 -14 -15 -13 17 18 19 21 -21 24 23 -22 25 29 27 -26 -28 -1
right_child=1 2 3 5 -6 -7 7 -9 -10 10 -12 12 13 14 -16 -17 -18 -19 -20 20 22 -23 -24 -25 26 -27 28 -29 -30 -31
leaf_value=-0.0071341855810799597 0.046850832360857596 -0.015162801886060832 0.034489630733906346 -0.057632406153200338 -0.0066976760467207692 -4.5025652810657009e-05 -0.040784456219114723 0.022438280079997722 0.012494478514914142 -0.041822932742368396 0.013900487573946569 0.076112228450047892 -0.11475370096917913 -0.081090213689581761 0.028058758648912191 0.0237525442943563 0.0008306709404838794 0.026156083029232231 -0.052319460683026245 -0.10003751568256161 -0.0078655735726955549 -0.022388773560193972 0.027209633651675297 -0.11251740533891118 -0.012014556060869472 -0.054155034228051152 -0.023825508192789179 0.089688779895173695 0.020010614205472219 0.015567271380188819
leaf_weight=6.5956063195734398 0.54687719264645451 1.2818843289795641 1.1022331239419716 0.10937846795872541 1.2619992713007375 7.5662340114862943 1.0423273464107996 0.80024383793352161 1.9950855193405903 0.85177942218432068 0.35002225588891633 0.61655530315797991 0.25853444356471289 0.29280141385666525 0.41105909790593387 1.1667314880024262 64.994617428876609 1.7011885466054071 1.2438750865985628 0.42726925391449855 1.8562617313222567 2.7645901674404731 0.60023441165685643 0.39593180269002903 0.82027871820917919 1.1343351639132269 2.4249571570544504 1.0837034843862055 4.3592167986398636 4.7814329988332247
leaf_count=277 32 64 37 41 39 1071 26 23 32 52 30 25 14 18 34 43 2250 43 16 37 103 28 2 18 50 16 25 10 45 132
internal_value=1.53528e-06 0.00245214 0.00030753 0.00228278 0.0125043 -0.000865653 -0.000280931 -0.0133263 -4.32377e-05 -0.000295569 -0.0255936 1.48926e-05 0.0119325 -0.0435136 -0.0173465 0.0418554 -0.000328886 -0.00282533 -0.00455601 -0.00237526 -0.026088 0.000870024 -0.0150109 -0.0262632 0.00390316 -0.00272155 0.0134431 0.0458727 0.00434169 0.00240657
internal_weight=114.837 11.8686 11.3217 10.0398 2.36423 7.67561 102.969 1.84257 101.126 99.131 1.2018 97.9292 2.74568 0.962395 0.703861 1.78329 95.1835 30.1889 28.4877 27.2438 3.2797 23.9641 2.85243 2.25219 21.1995 12.5114 8.68816 1.90398 6.78417 11.377
internal_count=4633 1284 1252 1188 76 1112 3349 49 3300 3268 82 3186 134 66 52 68 3052 802 759 743 160 583 123 121 555 425 130 60 70 409
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 2 2 1 1 1 2 0 0 2 2 0 1 1 1 1 1 2 2 0 0 2 0 0 2 2
split_gain=0.00822001 0.22893 0.0925138 0.0940643 0.0365362 0.107526 0.334392 0.309951 0.13442 0.369104 0.186029 0.287139 0.160346 0.134897 0.0756375 0.115112 0.388656 0.0679782 0.0643848 0.146194 0.0597379 0.055347 0.162803 0.109323 0.13209 0.254235 0.0955493 0.209266 0.0423914 0.0686103
threshold=0.40437412050000004 0.41625999220000004 43.968221017800005 44.202975721700007 40.806664626150003 41.319407281650008 41.542492784600007 0.42307116555000007 0.42111014640000005 0.42473279245000012 42.320906304050006 0.56685428580000019 0.54284302865000023 42.388109226950007 40.371455563000005 0.54504356155000011 0.45107930900000009 0.47447681205000009 0.43220262865000009 0.43967246490000006 0.47634801355000006 42.455548714850003 42.477827694800006 0.54353163080000011 0.55348642255000013 42.546237522150008 0.55788748840000013 0.56748300950000019 40.330620469300008 40.003678352300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 14 7 -7 -6 -8 -10 11 -11 -12 -14 28 -16 -17 -13 -9 -20 -19 -15 -23 -24 -25 -26 -27 -28 29 -3
right_child=1 4 3 -5 5 6 8 18 9 10 12 17 13 21 15 16 -18 20 19 -21 -22 22 23 24 25 26 27 -29 -30 -31
leaf_value=0.000415116430861021 -0.09517676113435472 0.001791975920808079 0.10050987173031245 -0.10060112249263274 0.077052625600380995 -0.11371025090551085 0.061152357364133526 -0.020174405331672172 -0.11486861171034041 0.064374013763897411 -0.10655195960237357 -0.10320157555918041 -0.10802894703974397 0.043150316932695658 0.0012375353894212109 -0.11868491573458073 0.0029922943009444087 0.10130442749832634 0.048830251318121159 -0.010846201651190181 -0.10083287833325381 -0.108719903314466 0.10191303357664805 -0.11151217999507593 0.097932467782431393 0.066487448011359918 -0.1067499477174476 -0.0026363978778338338 0.025214212904778349 -0.023046973571136744
leaf_weight=92.667768343592115 0.3594438268996808 7.8124478786367852 0.055100858211517334 0.040242523037420597 0.71959091536700581 0.26282069793185758 0.35587006041532721 0.82960726716555688 0.27646682103363662 0.90333287821522368 0.15301797728838185 0.14605413086974295 0.11695521562813871 0.2880402759783468 1.2118141080172784 0.42370656039565779 0.69001422564815584 0.037365496158599854 0.69997893460094907 0.99266704629502556 0.024018124917120076 0.13848170673009041 0.10586804896593127 0.10531932831509072 0.25583094352077784 0.17137182239093851 0.20871536755294107 2.5731301492979952 0.62322963214796878 1.2966087220490363
leaf_count=2655 67 671 4 48 9 27 39 10 24 28 103 16 11 10 11 14 41 1 18 60 92 6 2 6 9 10 21 533 8 79
internal_value=3.51308e-06 -0.00173997 -0.0719479 0.015625 -0.000249485 0.00443671 -0.00336054 0.0191629 0.00158878 -0.00226242 0.00369298 0.0400097 -0.00610596 -0.00222827 -0.00388894 -0.0200914 -0.0432989 -0.0660899 0.0026471 0.0138325 0.0222123 0.000988453 -0.0024241 0.0018797 -0.00131558 0.00230102 -0.00598333 -0.0104478 -1.73591e-05 -0.00174367
internal_weight=114.545 21.8771 0.454787 0.0953434 21.4223 9.3645 6.12266 3.24184 5.85984 5.50397 5.2275 1.11077 4.11673 3.96371 12.0578 2.32553 1.11372 0.207438 2.52225 1.69265 0.0613836 3.84676 3.55872 3.42024 3.31437 3.20905 2.95322 2.78185 9.73229 9.10906
internal_count=4633 1978 119 52 1859 1035 938 97 911 872 848 137 711 608 824 66 55 109 88 78 93 597 587 581 579 573 564 554 758 750
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 1 2 0 1 1 1 0 0 0 1 2 0 0 0 1 0 1 1 1 0 0 1 0 1 2
split_gain=0.00874314 0.0258736 0.0216506 0.024114 0.0182654 0.0135463 0.0152393 0.0232682 0.00987208 0.0118494 0.00785451 0.126366 0.301546 0.119809 0.112258 0.554849 0.162679 0.452479 0.142916 0.165855 0.528129 0.094456 0.0628321 0.125179 0.062416 0.0990265 0.0606728 0.122476 0.0759387 0.118131
threshold=34.823977857500005 32.724174661450007 0.38045268105000002 0.53017873715000008 0.49405706415000006 0.38723391515000005 33.361153777850006 0.54191491270000014 0.34007963835000005 0.31168228495000011 0.35585760905000008 0.48588365620000007 0.47976108500000009 0.49588335680000006 0.35210023650000005 41.037275035300006 0.49688632075000011 0.49588335680000006 0.49194634890000005 0.3475943834000001 0.49067393190000008 0.36265381275000008 0.3465914194000001 0.34626208795000007 0.48735067810000005 0.48588365620000007 0.34614233110000009 0.48368312325000012 0.3459626957000001 42.055256506450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 -3 -6 -7 -8 9 -1 14 12 -12 -13 16 -16 17 18 19 20 22 -15 23 24 25 26 27 28 -2 -30
right_child=10 4 3 -5 5 6 7 -9 -10 -11 11 13 -14 21 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.10020834618542239 0.00078513629508806615 -0.033608995087408465 0.064554656575353211 -0.10118235645287427 0.091327853678548121 0.066621576374611732 -0.042364837952628437 0.072556114040717698 -0.1024635281928221 -0.10035361079293025 0.018011040971001962 0.041661936460423342 -0.11638716527526168 -0.032048915751920079 0.10275188815187236 -0.052570250181562583 -0.039187027390890167 0.070142531022883467 -0.032174062934822827 -0.040664431804504159 0.069914548194075013 -0.0003509086064638978 -0.017889239893318969 0.028450934393205424 -0.016693613173945712 0.027382992987088812 0.0157191224592657 -0.023753844117646798 0.0072837362888216036 -0.050320495234179696
leaf_weight=0.0060991905629520504 44.344348972506793 0.033046321847471916 0.033552418688486796 0.01188945776111483 0.050495030503952876 0.064411833615736658 0.047356837574625388 0.028056069843453324 0.034929942595232522 0.0056975403363299648 0.36143633276658604 0.66812875090792445 0.31023554668445286 0.95889174268086108 0.52785741307798062 0.4075686382711865 1.0325256985379372 0.9278533011674871 1.3682914655655611 0.96223367204458909 1.0972823747433711 47.924329097739133 1.9237225141841907 1.5566378517542023 2.2300169393420211 1.3245975766330946 2.2536514128150875 2.2677180245518676 0.68491665646433719 0.74132961843497469
leaf_count=1 1139 36 7 146 13 26 8 62 28 59 130 43 19 27 24 20 23 6 14 20 6 2563 25 33 25 29 16 44 26 15
internal_value=-8.00561e-07 0.0166222 -0.027956 0.0211911 0.0350167 0.0469326 0.0309001 0.000389518 -0.0757517 0.00334169 -4.68616e-05 -0.000981832 -0.0440656 -0.000397829 0.00069087 0.0350775 0.000177978 0.000836922 -0.000221521 0.00051468 0.00119289 -0.000972696 -0.000122495 0.000494405 -0.000313783 0.000393883 -0.00031696 -0.00106927 5.46429e-05 -0.0226576
internal_weight=114.189 0.315535 0.0921685 0.0454419 0.223366 0.19032 0.139825 0.0754129 0.0467267 0.0117967 113.874 50.223 0.671672 49.5513 63.6506 0.935426 62.7151 61.6826 60.7547 59.3865 58.4242 48.8832 57.3269 55.4032 53.8466 51.6166 50.292 48.0383 45.7706 1.42625
internal_count=4633 386 241 153 145 109 96 70 88 60 4247 2782 149 2633 1465 44 1421 1398 1392 1378 1358 2590 1352 1327 1294 1269 1240 1224 1180 41
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 0 2 2 0 0 0 0 0 1 1 0 2 2 1 1 2 1 1 1 0 1 1 0 1
split_gain=0.00897746 0.0651483 0.0558242 0.439248 0.239787 0.259401 0.136144 0.0795483 0.103988 0.09034 0.027167 0.264094 0.145936 0.182588 0.123025 0.205441 0.0767115 0.10051 0.0702478 0.0804105 0.222789 0.115406 0.101537 0.156683 0.294107 0.103402 0.0719491 0.0575656 0.0416919 0.0405847
threshold=42.654057868200006 42.580420142950011 42.783136484500005 42.844429421150004 0.49588335680000006 0.48368312325000012 0.48119816770000007 42.91168285345001 42.982930821650008 0.48389269780000005 0.48104847160000008 0.48149755995000004 0.48032993025000009 0.48001556840000009 0.34494476210000008 0.34566330350000002 0.47774018740000007 48.109449608500007 43.157831852650006 0.3465914194000001 0.34708541665000009 43.276780833950006 0.3475943834000001 0.35585760905000008 0.36166581840000006 0.4995209724000001 0.37043801085000005 0.34007963835000005 0.47076434840000009 0.3584174126500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -2 -5 9 -9 12 -12 13 14 27 -16 17 28 -13 -20 -21 -22 -23 -24 -25 -26 -27 -10 29 -17
right_child=2 -3 3 7 -6 -7 -8 8 10 -11 11 18 -14 -15 15 16 -18 -19 19 20 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00015577691210994266 -0.0030525699551590211 -0.025437860588737135 -0.11611739523782977 0.023623645388443582 0.067533637691286716 -0.061691350359979948 0.050904338050487302 -0.11540460619167064 -0.0024562539063510257 -0.00708234519907872 0.10120945102369523 -0.022407168122477741 -0.045297783111828971 0.06111450047853282 -0.086038784226709977 0.099712732811223656 0.020982459134762477 0.039095650150303807 -0.01209345158752133 0.10306175115859706 0.05290824517501979 -0.038130359204734871 0.04499134643347194 -0.11680615095134861 -0.10243206747913705 0.078047488076519289 0.0045229699931958181 0.023648623125582052 -0.10236856786602384 -0.10098717681342902
leaf_weight=89.952659686148195 1.2918943089039525 1.0309233769046375 0.32169344826564028 1.5247634926019227 0.6637282629616833 0.53712656605057407 0.73293542303144921 0.14439135656630142 3.4452929706425399 0.16494108627938431 0.2725603606486392 1.0996063669059868 0.76184349134564389 0.46831889450550068 0.4448541600863789 0.022577900691601371 0.53337239951360971 0.10451590269804001 2.2501545043196511 0.24630988389253605 0.49075756984802854 0.55875568836927403 0.89303069375455368 0.20845738681964565 0.088402019582303981 0.13732037107911299 4.3252096733324699 1.1191257794853298 0.17122576418114477 0.01819532430741333
leaf_count=2855 37 35 17 34 38 12 58 15 213 26 13 54 5 5 52 3 17 3 20 3 23 3 13 7 28 21 889 27 32 75
internal_value=4.28371e-06 -0.000442245 0.00176749 -0.000218435 0.0139672 8.97485e-05 0.0164784 0.00169415 -0.000166657 -0.0576454 0.000840147 0.00405218 -0.00394917 0.0010293 -0.00377327 -0.0309803 -0.00216116 -0.0411614 0.00148069 0.00433632 0.00965702 0.00622421 0.00253561 0.00655554 -0.000656387 0.0046639 0.00678546 0.00394426 -0.0807283 0.0101491
internal_weight=114.025 90.9836 23.0414 19.8157 3.22568 2.56196 2.02483 19.494 17.9692 0.309332 17.6599 10.5706 7.08932 6.32748 5.85916 1.29474 0.849887 0.316515 10.298 9.1984 6.94824 6.70193 6.21118 5.65242 4.75939 4.55093 4.46253 4.56442 0.211999 0.0407732
internal_count=4633 2890 1743 1598 145 107 95 1581 1547 41 1506 1074 432 427 422 182 130 113 1061 1007 987 984 961 958 945 938 910 240 110 78
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 1 2 2 2 0 2 2 0 1 2 0 2 1 2 2 2 0 1 1 0 0 0 2 2
split_gain=0.00782565 0.0504016 0.107374 0.0960857 0.052593 0.0495569 0.174183 0.0484379 0.0279103 0.033843 0.0204564 0.0426427 0.0220239 0.0163078 0.0896847 0.168009 0.0968708 0.0445988 0.0363063 0.1515 0.16643 0.07079 0.0601835 0.0232989 0.0447453 0.0140125 0.0815608 0.0791284 0.036712 0.107254
threshold=0.31100865245000009 49.292797572200008 49.064150740050003 0.39614083410000006 44.952171034750002 48.96897326980001 0.36042334060000009 49.064150740050003 49.960114208400007 50.666627092000006 0.58035687555000015 51.757767929250001 52.834037000700008 0.39672464895000009 0.32012514595000008 48.823707093150006 0.41160444300000004 35.771221912400001 0.34007963835000005 41.909642283050012 39.476991512000005 37.572218886150004 0.4560492201000001 0.34377713240000007 0.34422622080000004 0.47880302985000006 0.47787491390000009 0.47905751325000007 40.518963363600001 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 13 -7 -8 -9 -10 11 -11 -12 -2 15 16 -15 -18 19 20 21 22 -16 -20 -25 26 -26 -27 -28 -30
right_child=5 -3 -4 -5 -6 6 7 8 9 10 12 -13 -14 14 18 -17 17 -19 23 -21 -22 -23 -24 24 25 27 28 -29 29 -31
leaf_value=-0.10066204268368772 -0.012441249390998631 -0.0038695698867021368 0.066701991888676981 -0.090226998623615787 0.088889289768596585 -0.10597209213301828 0.0622097088996309 -0.073854487506494565 0.044558504780747688 0.06260813482066982 -0.1015466082665063 -0.10024322258240176 0.014649291163552673 0.073664433331558574 -0.076785858794919074 0.10237038042038633 0.0098202608408951425 -0.10349307817517216 0.010476655663865497 -0.10271465823710696 0.07947457306890815 -0.10484340835868902 0.10025213382241956 -0.027932254841778317 0.0024278060135390768 0.024171492129341984 -0.0046164747459334129 0.00014811076835469399 -0.046440050456167392 -0.0038481852511744901
leaf_weight=0.018412681986190393 1.0346441228380729 1.3541687754332088 0.33687897020718083 0.10708679405428256 0.071397574007278308 0.19720469424191378 0.11748396638358827 0.060843501740663442 0.10647655604907413 0.048572668187034651 0.052546315847393998 0.024035684299665405 0.02365585704365003 0.077577023766933872 0.035424753733422132 0.23964828252792358 0.053592103067785501 0.098713238028722117 2.1273866040778975 0.17409465413402359 0.17963402914028848 0.11363219076156383 0.041929906088626012 0.57419966027373348 9.6400852824817331 1.392120087519287 2.31415374809876 90.736129393216231 1.0410819757671563 1.3682834223527605
leaf_count=132 58 11 12 45 13 21 8 57 42 12 72 98 25 2 33 4 5 57 34 46 34 11 10 17 523 16 26 3138 26 45
internal_value=4.04392e-06 0.00638861 0.0324132 -0.0262528 0.0500279 -0.000103701 -0.0280531 0.00738394 -0.012991 0.00151479 -0.0292837 0.00869913 -0.0654753 5.47912e-05 0.000172106 0.0437835 -0.0172922 -0.0636212 -1.44921e-05 -0.0257674 0.0103777 -0.0546118 0.0191772 0.000113977 -9.19279e-05 5.8186e-05 -0.00284694 0.00051112 -0.013612 -0.022252
internal_weight=113.761 1.88794 0.533776 0.196897 0.0898103 111.873 0.630819 0.433615 0.316131 0.255287 0.148811 0.0726084 0.0762022 111.242 110.208 0.469531 0.229882 0.152305 109.738 0.544716 0.370621 0.190987 0.0773547 109.193 107.066 106.492 14.3636 92.1282 4.72352 2.40937
internal_count=4633 213 202 190 145 4420 335 314 306 249 207 110 97 4085 4027 68 64 62 3959 134 88 54 43 3825 3791 3774 620 3154 97 71
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 0 0 2 0 0 1 1 1 2 2 1 1 2 2 0 2 1 0 0 1 0 0 2 0
split_gain=0.00715504 0.0526154 0.0484024 0.035035 0.216365 0.0830268 0.403663 0.252376 0.185329 0.200025 0.395902 0.455507 0.103824 0.125072 0.0590539 0.163605 0.128349 0.163949 0.160002 0.115284 0.0965294 0.0946903 0.0537157 0.14576 0.114402 0.0923836 0.0408055 0.167822 0.12475 0.0800356
threshold=42.654057868200006 42.580420142950011 42.670715716450012 0.48001556840000009 0.48032993025000009 0.48104847160000008 0.48149755995000004 0.48265022005000008 43.022303514600004 0.48389269780000005 0.50386215985000016 0.38334181610000007 0.34587287805000005 0.34584293880000011 43.968221017800005 42.783136484500005 0.34458549145000011 0.34626208795000007 43.022303514600004 44.131787411600008 0.47396784530000008 43.564719632750005 0.34506451900000007 0.47943175355000006 0.47774018740000007 0.35799826355000003 0.55788748840000013 0.54191491270000014 43.276780833950006 0.53499895210000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -5 -6 -7 -8 9 12 -11 -12 13 -9 15 -4 18 -18 -17 -16 21 -20 -21 24 25 -24 27 29 -28 -10
right_child=2 -3 3 4 5 6 7 8 26 10 11 -13 -14 -15 19 16 17 -19 20 22 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00013501423089324886 0.031856399970400295 -0.022793225748278561 0.0064817349706243095 0.052146141505605918 -0.022677437362722618 0.056820651568919328 -0.10886894694113802 -0.11441203699231549 0.0081292150167898772 -0.11635098408083225 0.095182351728936937 -0.081428280542985024 0.10250616235899185 0.1000280196749993 0.05597781883256419 -0.11973537879899179 -0.10572024331465268 0.0084827901589211666 -0.11211702648041783 0.0010389779028289472 0.096596579841514443 0.057168394271237703 -0.1056580948547029 -0.11989244512351988 0.066582921261280445 0.0088774610661641017 -0.10510216489449453 0.065711689187797365 -0.0023029335616368348 -0.018669041407294702
leaf_weight=89.89121697585756 0.51642187173524945 1.0366728015872428 1.1871510479789327 0.86597194895148177 1.3767663240432728 1.2637841108480632 0.21967949307872814 0.06633119285106559 6.4746588253598265 0.52676231204532065 0.28025339241139591 0.30493303859408627 0.14023129642009735 0.046102996449917555 0.35602425661636505 0.085041702629260363 0.46982790330594071 0.17162439513158745 0.062904241913234848 3.9902241447151781 0.13662432739511132 0.069602329518779982 0.12355777386255784 0.14122695475816727 0.1533784307539463 0.1637590481332154 0.12780947962050859 0.45932426550575645 1.5456987507064637 1.3461936793883067
leaf_count=2855 22 35 30 8 8 17 8 1 407 23 7 60 2 56 14 10 86 33 40 143 3 32 19 2 4 68 35 62 509 34
internal_value=2.94791e-06 -0.000393341 0.00159231 0.000886881 0.0036208 0.000657051 0.00316656 -0.00271031 -0.000649851 -0.0352094 -0.0534596 0.00315285 0.0451074 -0.0264821 -0.00489722 -0.0185902 -0.0484852 -0.0751645 -0.000165571 0.00116766 0.0376169 -0.0231957 -0.0031003 -0.0314832 -0.00315123 -0.0403774 0.00408814 0.00696661 -0.0101539 0.00351646
internal_weight=113.6 90.9279 22.6719 22.1554 15.0445 14.1785 12.8018 11.538 11.3183 1.36461 1.11195 0.585186 0.252665 0.112434 7.11095 2.18278 0.995625 0.641452 0.354173 4.92817 0.269131 0.132507 4.57215 0.581922 0.440695 0.287317 9.95369 8.28018 1.67351 7.82085
internal_count=4633 2890 1743 1721 1237 1229 1221 1204 1196 149 90 67 59 57 484 234 204 119 85 250 75 72 236 93 91 87 1047 503 544 441
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 1 2 2 0 1 1 2 0 0 0 2 2 0 0 0 1 0 1 0 2 2 0 0 1 0
split_gain=0.00690827 0.174303 0.150093 0.0760233 0.14504 0.142906 0.0595579 0.100248 0.193408 0.422114 0.256013 0.260974 0.209825 0.143355 0.281158 0.178484 0.170261 0.13655 0.0950437 0.0941527 0.0879743 0.428367 0.135974 0.15266 0.124875 0.078105 0.145633 0.641503 0.0710402 0.0961362
threshold=0.39019789825000006 0.38976377950000002 0.39048232090000007 0.38723391515000005 38.751720283100006 0.38334181610000007 40.806664626150003 42.081757894750005 0.53866650695000018 0.41917906650000009 0.42307116555000007 41.835830569250014 0.55619592225000014 0.52432561900000019 0.53146612375000013 42.686561923500008 44.026978245600006 0.57161462230000015 0.52252926560000013 0.53634621715000008 0.39078171310000004 0.52769378160000013 0.39500314360000005 0.53499895210000015 36.654713368950006 40.003678352300007 0.54413041525000005 0.55688452445000014 0.43967246490000006 0.57772222390000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 8 19 -10 -11 12 -12 15 16 -9 -15 -14 -4 -8 -20 -22 -23 24 -24 -25 -27 -28 -19 -30
right_child=2 -3 6 4 -6 -7 7 13 9 10 11 -13 17 14 -16 -17 -18 28 20 -21 21 22 23 25 -26 26 27 -29 29 -31
leaf_value=-7.2727396618616134e-05 0.031464147004394261 -0.0470855083434338 -0.047157119696098621 -0.010932278982391359 0.048345873028216205 -0.043512066312164449 0.011388993496836294 0.1033397041638235 -0.057277405172799403 0.071075845041384839 -0.060205464832261468 0.070475571683763102 -0.0031776986567791329 -0.1119756352736046 -0.00095470600024625163 -0.072815268388034454 0.051501230404963419 0.10241134023317891 0.026592347600095601 0.062102815923867842 -0.11665335749539876 0.0345063006238885 0.0011114232118804113 0.0024535898963799086 -0.10313014872390128 -0.00081641546344535416 -0.1178231853169418 0.0083239767536811698 -0.10291076019151971 0.058164123693877925
leaf_weight=74.529206789921588 1.5619634234753892 0.79592027376929664 0.49857479746259414 0.76364366756752022 0.89830538065143628 0.76510185392544272 0.5703111235088717 0.24878420680761415 0.92120264336699609 0.73477433552034188 0.5657522620167591 0.53476929107000604 2.006822792522144 0.36140439106179556 8.053705393346716 0.074816104086851354 0.077343678161874152 0.20249105338007201 0.95783371012658136 1.0222982279956339 0.33419154925832373 0.94635818741517574 0.19489069005066895 9.9071218701911352 0.28005748122541263 3.5105149950832137 0.62154237052891392 1.1471883005821863 0.049255726131377742 0.14957364668055106
leaf_count=2034 18 16 31 20 28 33 59 3 18 24 18 47 33 81 815 86 124 12 18 10 61 16 14 703 42 25 21 117 6 100
internal_value=-7.79911e-07 -0.00052869 0.00115436 -4.7176e-05 0.0211083 -0.000514136 -0.000239241 0.00431179 0.0134761 0.00408132 0.0174016 0.00616131 -0.00540375 -0.00271239 -0.00520157 0.0626128 -0.0831575 0.00747098 -0.00409149 0.0439423 -0.00289194 -0.00455888 -0.00230324 -0.00452751 -0.0603556 -0.00278151 -0.0126058 -0.0360049 0.0607202 0.0182613
internal_weight=113.286 77.7522 35.5335 76.9563 1.66195 75.2943 33.9716 15.5733 6.75725 5.16464 4.24344 3.50866 2.9739 8.81605 8.49245 0.3236 0.438748 2.40814 18.3983 1.59261 17.8997 16.9419 16.6077 15.6613 0.474948 15.1864 5.27925 1.76873 0.40132 0.198829
internal_count=4633 2131 2502 2115 48 2067 2484 1436 327 258 240 216 169 1109 1020 89 205 151 1048 69 1017 999 938 922 56 866 163 138 118 106
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 1 2 0 1 1 2 2 0 2 0 2 1 0 0 1 1 1 1 2 1 2 0 2 2 2
split_gain=0.00893776 0.0215905 0.0194277 0.0215239 0.0162237 0.0124392 0.0128689 0.0190468 0.0104411 0.010744 0.00804372 0.110536 0.0959458 0.0962846 0.0907348 0.0772113 0.079819 0.0725784 0.153115 0.08851 0.261997 0.103273 0.138286 0.0504091 0.0714309 0.0496925 0.200145 0.144555 0.0934037 0.0912387
threshold=34.823977857500005 32.724174661450007 0.38045268105000002 0.53017873715000008 0.49405706415000006 0.38723391515000005 33.361153777850006 0.54191491270000014 0.34007963835000005 0.31168228495000011 38.751720283100006 38.621016321050007 0.50730517050000012 38.171717059500004 0.51484985480000012 39.032633164100012 0.39170982905000007 0.52252926560000013 0.52769378160000013 0.42307116555000007 0.42663393310000008 0.4289991317500001 0.43967246490000006 37.572218886150004 0.46280051495000007 36.257608591500009 0.50035927070000008 35.476804824450006 37.041406607950009 35.887362732750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 -3 -6 -7 -8 9 -1 11 12 13 25 -14 16 -12 -16 -19 -20 -21 -22 -23 24 -24 27 28 -2 -27 -29
right_child=10 4 3 -5 5 6 7 -9 -10 -11 15 -13 14 -15 17 -17 -18 18 19 20 21 22 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.10020634300629015 0.0063478810117402005 -0.030770944189446231 0.062565466977038062 -0.10105458081961505 0.089811573286103258 0.063402004527613604 -0.037675617847801927 0.068703326398225226 -0.1022241253671836 -0.10029526692029223 0.03632556926542304 -0.040752298402835292 -0.049643650407027035 0.041177401156736175 0.02130794038266165 -0.00015815853144219471 0.00033801027283248829 -0.034979919879743068 0.0062026477682405453 -0.12977137271718217 0.093709270744745971 -0.10485972003095652 -0.1055280404330121 0.010709676038163108 0.047832899464521489 -0.034553736162183581 0.050423893536763 -0.016833970771480224 0.0075411852744099121 -0.10258702296195091
leaf_weight=0.0060410513542817901 1.6254090246536539 0.032683411133350049 0.032448235026095062 0.010688058310382331 0.047395913250511512 0.062764083081645161 0.045681463612709194 0.02665004420734407 0.031670434787200108 0.0047930036705157164 1.1947993275934998 0.70766627008879446 0.47725029003777208 0.79608170882454476 0.94387745523090227 93.570837927216587 1.2729275558956485 1.6535015465005924 4.5009930744378153 0.19642248604213808 0.097465323349751887 0.14413649413219765 0.092298038828261042 0.76169104820432665 0.045265535610067076 0.6772618302182426 0.96629804559051979 0.27854986922193337 2.3776254140002493 0.22372879647673471
leaf_count=1 31 36 7 146 13 26 8 62 28 59 26 17 17 22 26 3502 43 46 96 6 4 54 37 73 88 30 12 18 64 35
internal_value=-2.72719e-06 0.0172114 -0.0252541 0.0220246 0.0341129 0.0457333 0.0302692 0.00151897 -0.0732357 0.0115041 -4.87138e-05 -0.00208375 -0.000358141 0.00845368 -0.00722433 0.000302306 0.0177621 -0.00482444 -0.00811682 -0.000508718 -0.0230977 -0.00473161 -0.0139272 0.000647887 -0.0550644 0.00421701 0.0107562 -0.00814164 -0.00179117 -0.0550307
internal_weight=112.905 0.300816 0.0856408 0.0431363 0.215175 0.182492 0.135096 0.0723315 0.0425045 0.0108341 112.604 16.5655 15.8579 6.94495 8.9129 96.0386 2.46773 8.43565 7.49177 5.83827 1.33728 1.14086 1.04339 0.899255 0.137564 6.14887 4.02119 2.12769 3.05489 0.502279
internal_count=4633 386 241 153 145 109 96 70 88 60 4247 676 659 212 447 3571 69 430 404 358 262 256 252 198 125 190 106 84 94 53
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 0 2 2 2 2 0 1 2 2 0 0 0 2 0 1 0 2 0 1 1 1 2 0 1 1
split_gain=0.00768059 0.149885 0.143517 0.132636 0.121324 0.0497205 0.245172 0.675716 0.3851 0.129605 0.0747427 0.241669 0.275845 0.423987 0.424499 0.185861 0.0607867 0.103297 0.496689 0.45454 0.388837 0.257872 0.201675 0.142743 0.158926 0.0837211 0.122574 0.0925351 0.361425 0.131577
threshold=0.39019789825000006 0.38906020780000011 0.38723391515000005 0.39048232090000007 0.38334181610000007 0.51017933595000009 40.099856909850011 42.670715716450012 43.131467368600006 43.426369480700011 0.50291907430000016 0.36551300860000008 39.262923716450011 40.986363433950011 0.5054040298000001 0.50218556330000019 0.50035927070000008 36.558960102350007 0.49877249185000011 0.36039340140000004 0.49820364660000011 38.238138001450004 0.48119816770000007 0.36510882910000009 0.36476452800000009 0.35394149875000008 38.751720283100006 0.49588335680000006 0.34900152690000003 0.34708541665000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 10 -7 -8 -9 -10 15 -12 -13 -14 -15 16 17 18 23 25 21 -21 -23 24 -1 27 -27 28 29 -19
right_child=3 -3 -4 -5 -6 6 7 8 9 -11 11 12 13 14 -16 -17 -18 19 -20 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.032248204394752622 0.029897642245150954 -0.035339749670158654 0.034362095156266786 -9.3293829914487247e-05 -0.040409592396826621 0.014746744461818593 -0.099345860762470914 0.093416406703527272 0.023971403963670198 -0.10725922164876814 0.061214068196354776 -0.048862503826405022 0.09837551291593187 0.050753487870612152 -0.077885907925107065 -0.047250037330903723 0.021020314372756796 -0.00064251518584810695 0.10304036060044904 0.10135578150161939 -0.10638598594733691 0.01521956319511107 -0.11780569859098533 -0.066157877651471728 0.10076450868905629 0.063766211317855176 -0.001384210487418379 0.022754575182810478 -0.060526049896552504 0.022008324863303931
leaf_weight=0.22703532164766105 1.542321938119122 1.2195434019376978 1.1961863845936012 33.592811585313221 0.75595772015185403 1.6591130595188581 0.87504923348751595 0.41968621383421123 0.12763206660747528 0.18339587694936199 0.84511407098034341 0.79856836982071433 0.50753609245293763 0.51466239243745782 0.51144475467299344 0.83258172683417697 1.3852622702834185 56.503028716275495 0.5224363824527245 0.17955660633742698 0.74634546972811222 0.27705940418447028 0.19360968703404069 0.38695641013327986 0.14863495714962482 0.51158162043156952 0.66306285671544174 1.7431492217583571 0.99043217395529737 2.686474616463328
leaf_count=182 18 32 32 2484 33 32 25 6 2 50 26 14 23 20 21 12 27 1299 10 5 16 104 17 8 7 20 33 29 22 24
internal_value=-3.48311e-06 -0.000558818 -3.56239e-06 0.00122321 -0.000550241 -0.000145456 -0.0122123 -0.0400671 0.0309207 -0.053408 0.000408069 0.0153993 -0.00120244 0.0236142 -0.0133645 -0.000292429 0.000289664 -0.000146908 0.0279266 -0.000706279 -0.0571351 -0.000603638 -0.0395004 -0.02353 0.0203786 0.000542686 0.0269901 4.09932e-05 -0.00061692 0.000385554
internal_weight=112.746 77.6111 76.3916 35.1351 75.1954 74.4394 3.26488 1.60576 0.730714 0.311028 71.1745 3.17733 2.33221 1.53364 1.02611 67.9972 67.1646 65.7794 1.28506 64.4943 1.39657 0.650226 0.470669 0.762627 0.37567 63.0977 1.17464 61.9231 60.1799 59.1895
internal_count=4633 2131 2099 2502 2067 2034 115 83 58 52 1919 104 78 64 41 1815 1803 1776 207 1569 142 126 121 197 189 1427 53 1374 1345 1323
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 2 2 0 0 2 0 0 2 2 0 1 2 2 1 0 0 2 1 1 0 2 0 2 2
split_gain=0.00818292 0.0765402 0.0403691 0.16403 0.0320019 0.120822 0.114886 0.158162 0.0323093 0.195785 0.210283 0.134004 0.114938 0.181427 0.0775218 0.311297 0.387598 0.256895 0.228636 0.287543 0.0580039 0.135053 0.121951 0.0955467 0.185568 0.21461 0.0931568 0.0931139 0.0446813 0.0393231
threshold=39.788107623550012 39.683197198900011 39.955516828000007 0.36994401365000007 0.5641597557000001 0.45107930900000009 39.476991512000005 39.427119987250002 0.54413041525000005 0.54585192060000021 38.751720283100006 0.54088200950000009 0.54695967185000016 37.688226470200007 38.751720283100006 0.52252926560000013 0.39078171310000004 38.474425342400004 39.032633164100012 0.3459626957000001 0.52252926560000013 0.52769378160000013 37.817254840650008 0.36880632320000012 0.37644082515000005 0.5195503128500002 36.558960102350007 0.50101793360000013 39.065416244600009 36.016191615950007
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 7 -7 11 -10 12 14 -11 -14 17 18 -17 20 -16 -20 23 29 26 27 -25 -26 -23 -1 -18 -22
right_child=2 -3 -4 -5 5 6 -8 -9 9 10 -12 -13 13 -15 15 16 28 -19 19 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0038705773812526181 0.041128985324943745 -0.028514639029826497 0.00014878988989582351 -0.016122818652618994 -0.093152565120184189 -0.012119021378022081 -0.11816884409623868 0.10123437224899659 0.055325023372192798 -0.02445170765004212 -0.053015691791402669 -0.033984967899503803 -0.00029418784256600341 0.065706847107829244 0.033140277362974348 0.084136377676914287 0.022241002988372938 -0.06065939205634642 0.0045163090834858897 -0.050222346263474861 -0.014676639906058636 0.0018363513679788464 0.020114012076510011 0.064871134729475685 -0.050444312394554262 0.039452334223215424 -0.074397487878546359 -0.028984715765868176 -0.010280164984797063 -0.045950924587198523
leaf_weight=5.2230556287127801 1.0753956735134118 1.0098888235715993 82.670517034660122 0.93599313999443712 0.17586869165807628 0.68573586271041664 0.078680078931377295 0.15002320787607459 0.72953206166494 0.66110476572066623 0.64589205178344844 1.1819293813168759 1.1140376676565038 0.66515650090877887 1.1573544230705 1.0305412113666537 0.86354522686451651 0.7577502229632963 2.4049740838381695 1.5968361416548758 0.70676356239710114 0.37027979546837775 1.6007397074426988 0.6983259814151096 0.48659787335571969 0.58461250002437737 0.28265729282793473 1.0332267463672904 0.82710959215182811 0.93249245838887873
leaf_count=303 13 34 3207 46 75 387 8 6 16 5 33 19 50 34 26 11 9 30 37 44 12 25 23 18 37 18 22 15 33 37
internal_value=1.6226e-06 -0.00149187 0.000489356 0.014487 -0.00046766 -0.0172457 -0.00264695 0.00822852 0.00024819 0.00873528 -0.00227787 -0.00124152 0.0111513 0.0243805 0.000641089 0.0084297 0.0357965 -0.00420071 -0.00600489 -0.017326 -0.000611276 -0.0106279 0.00525731 0.00424728 0.0247632 -0.00138326 -0.0311654 -0.00155548 0.00633085 -0.032467
internal_weight=112.337 27.6547 84.6819 2.01139 26.6448 1.09031 0.914439 0.835759 25.5545 3.81572 3.08619 21.7388 2.4403 1.77919 20.5569 7.88036 2.7212 12.6765 5.15916 4.00181 11.9188 3.89293 2.25368 8.02582 1.76954 1.07121 0.652937 6.25628 1.69065 1.63926
internal_count=4633 1367 3266 59 1333 476 401 393 857 138 122 719 89 84 700 160 53 540 107 81 510 119 70 391 73 55 47 318 42 49
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 2 2 0 1 1 1 1 2 0 2 2 0 0 0 1 1 1 1 1 2 2 1 0 0
split_gain=0.00927267 0.0495054 0.0303231 0.120774 0.19806 0.0364398 0.0866506 0.0881674 0.0848683 0.0751887 0.0745846 0.0680533 0.0592662 0.0566796 0.0274117 0.138822 0.173817 0.0793215 0.0598418 0.064142 0.0636174 0.114255 0.808222 0.104382 0.261608 0.0408027 0.185102 0.411912 0.367522 0.321965
threshold=0.47938684470000009 0.47961138885000004 0.47847369840000004 40.518963363600001 41.835830569250014 0.34569324270000007 42.154118731400011 41.641174900500005 0.47736594710000008 0.34584293880000011 0.34560342505000002 0.34587287805000005 0.35331277505000008 44.749265482150008 0.48077901860000011 40.408647214050006 41.16018805045001 0.48119816770000007 0.48185683060000012 0.48233585820000008 0.34494476210000008 0.3453339720000001 0.34542378970000004 0.34566330350000002 0.34575312120000007 43.157831852650006 42.686561923500008 0.34614233110000009 0.50386215985000016 0.51809826055000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 10 7 12 9 -8 -1 -11 -7 -13 15 -3 -17 -16 -19 -20 -21 -22 -23 -24 -25 26 -26 -28 -29 -30
right_child=1 14 3 4 -6 6 8 -9 -10 11 -12 13 -14 -15 17 16 -18 18 19 20 21 22 23 24 25 -27 27 28 29 -31
leaf_value=-0.00078248311967944934 0.014637915585472431 -0.035602196366906529 0.003308036382405235 -0.0874276187479886 0.0038557685152268342 -0.105735096747993 -0.10174881521171 0.080984373105799645 -0.087549351860017055 0.10116898909665294 0.031668848303569502 -0.1010560408265988 0.036158855248884292 0.017287777159515221 0.014333844799442455 0.03229280040247251 -0.015054836993039791 -0.012294374762682305 0.016002704132525535 -0.013621972811419273 0.024041566752688297 -0.15781575885350754 0.02137171683606702 -0.056830090422440444 0.000664890935478635 0.0078583877296093327 0.077955020517780527 -0.11305314758934382 0.068008132632773319 -0.063471774754957383
leaf_weight=18.125505025636411 2.3973098993301383 1.2664939760361438 1.8582732276991003 0.46236278337892134 0.4891566888863963 0.060183485312059415 0.071006548394507263 0.14041340314724948 0.24120417451194953 0.067150816321372986 0.73704610214190225 0.05555909994613728 0.057616577964174409 0.14901607970386976 3.9394347504712632 1.2710928185842933 1.9879833452287128 3.8931143227891871 2.5521451328922913 3.3326742188073686 2.0057600494474164 0.32368147186934848 2.3313385918736449 0.80463702185079355 54.931146178079771 6.8184031649340957 0.27770213782787223 0.61589662492042385 0.31637212767964229 0.45282325797320766
leaf_count=873 41 18 22 26 26 12 12 18 26 2 16 40 47 65 40 14 41 34 18 33 31 5 31 18 2021 988 4 17 10 84
internal_value=5.13595e-06 0.00046139 -0.00180894 -0.0115275 -0.0405007 -0.000423113 -0.0207752 0.0274623 -0.0421055 -0.0101236 0.000485539 0.0138196 -0.0363341 -0.0148524 7.12925e-05 -0.00750659 0.00341151 0.000486501 -0.000207037 0.000422388 -0.00012827 0.000524628 -0.00018074 0.000585974 -0.000168633 0.000550342 -0.000330127 -0.033201 -0.0554871 -0.00939374
internal_weight=112.033 89.518 22.5145 2.80979 0.951519 19.7047 0.84215 0.258213 0.583937 0.342733 18.8626 0.271726 0.1178 0.204575 87.1207 4.52557 3.25908 82.5951 78.6557 74.7626 72.2104 68.8778 66.872 66.5483 64.217 63.4123 56.5939 1.66279 1.38509 0.769195
internal_count=4633 3448 1185 74 52 1111 222 77 145 119 889 107 59 105 3407 73 55 3334 3294 3260 3242 3209 3178 3173 3142 3124 2136 115 111 94
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 1 1 1 1 1 1 2 1 2 2 1 1 0 2 2 2 1 1 2 0 1 2 0 0
split_gain=0.00768248 0.166536 0.337199 0.244872 0.0871279 0.175777 0.337404 0.235297 0.160804 0.0569706 0.319733 0.276913 0.240654 0.346669 0.332137 0.14274 0.399728 0.334959 0.385177 0.133538 0.129041 0.0937277 0.434424 1.53228 0.423811 0.183945 0.198009 0.243078 0.114273 0.838756
threshold=41.444941515100005 41.542492784600007 41.559097512700014 0.34566330350000002 41.741384785950011 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.43349001525000008 0.3459626957000001 0.34569324270000007 0.34614233110000009 42.206017975500011 0.34575312120000007 42.686561923500008 42.431220712750012 0.34536391125000004 0.34494476210000008 0.47757552170000012 42.081757894750005 42.498713093000006 42.027798546600003 0.34626208795000007 0.3475943834000001 42.055256506450007 0.51017933595000009 0.42039160505000012 41.835830569250014 0.49588335680000006 0.49194634890000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -4 -7 -8 -9 10 15 -11 -12 -14 -15 16 17 18 19 -6 -17 22 -13 -24 -23 -25 -27 -28 29 -26
right_child=1 2 4 -5 9 6 7 8 -10 11 12 21 13 14 -16 20 -18 -19 -20 -21 -22 24 23 25 28 26 27 -29 -30 -31
leaf_value=0.0006982009179091989 -0.061969189862181875 0.10236096745647237 0.0079909293134825081 0.0043408400047287134 0.090965381320214769 -0.12696253711155062 0.097456576068177883 -0.10919504668236564 0.028345240175634442 -0.057985561929609686 0.05504428126809241 0.018818683700982809 -0.072690796831669444 -0.066921528280079232 0.085246900208794163 0.056050568291339475 -0.092407006401390601 0.016694755505361796 -0.12243279473247862 -0.040848169689643027 0.00190886810563126 0.090462480016414784 -0.20477393772466274 0.067365019688434197 0.006275226827562267 -0.10950450873876999 -0.072941350391033985 0.065463517537357671 0.0046100817970961159 -0.094523758803344141
leaf_weight=65.528735744521668 1.075805864471483 0.3217687716241916 0.95223636350794894 1.1545917501334342 0.15143547482794684 0.36821088567376137 0.16369929688517004 0.19157435024499136 0.15280421610850681 0.87373819142158282 1.9732359871268266 1.6934743672609358 0.4361848448825183 0.20220859994878992 0.49353662149042066 0.45760076322213095 0.61181654655956652 2.1348705126656569 0.43103911331854761 0.15606221684628352 11.586514949581744 0.52755777135371573 0.47223157435655583 0.37686415189091327 4.3939450584008641 0.18056569473264972 0.20765877833900959 0.32626867455837782 13.115537397602111 1.0164841399975442
leaf_count=2184 24 17 20 27 25 8 26 17 38 17 10 6 11 66 21 19 22 40 8 29 431 16 5 19 175 26 19 38 1254 15
internal_value=1.93982e-06 -0.000985627 0.000366608 -0.027643 -0.000385296 -0.0217519 -0.0540725 -0.00124809 -0.048167 0.000548957 0.00466593 -0.00276008 0.0339592 -0.00279723 0.0410213 -0.00119141 -0.0190139 -0.0033868 -0.0614361 0.0240669 0.00396591 -0.000597308 -0.0162739 -0.0542817 0.0020825 0.0108365 -0.0189799 0.0116341 -0.000434266 -0.0126624
internal_weight=111.728 46.1995 43.9691 2.2304 43.6474 1.82853 0.876289 0.508078 0.344379 41.8188 18.6345 23.1843 3.10517 1.13193 0.695745 15.5293 3.48522 2.87341 0.738537 0.307498 12.0441 22.3106 3.25706 1.56359 19.0535 1.09136 0.714493 0.533927 18.526 5.41043
internal_count=4633 2449 2398 51 2381 109 89 81 55 2272 682 1590 108 98 87 574 124 102 62 54 450 1573 113 107 1460 102 83 57 1444 190
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 0 0 2 2 0 1 2 1 2 1 1 1 1 0 2 0 1 2 1 2 2 2 1 1 2
split_gain=0.0080826 0.057052 0.0683476 0.0897028 0.0458284 0.032511 0.0269763 0.0419847 0.0724478 0.0251097 0.0538125 0.220639 0.0177473 0.0980156 0.0848454 0.0818509 0.0449237 0.0354018 0.0638689 0.0237097 0.0497946 0.0980107 0.199467 0.0476449 0.0196052 0.113889 0.0138355 0.243069 0.150488 0.143796
threshold=0.47396784530000008 0.34377713240000007 43.968221017800005 0.36166581840000006 0.3621298763500001 0.47076434840000009 0.47568935060000012 38.983591653800012 42.243697547450004 0.47673722340000008 0.34548366815000003 39.065416244600009 0.34269932035000011 38.983591653800012 0.34007963835000005 0.34007963835000005 0.33400197600000009 0.32012514595000008 0.41973294215000007 41.909642283050012 0.3972336157500001 0.32012514595000008 48.96897326980001 0.32012514595000008 49.064150740050003 48.823707093150006 39.788107623550012 0.3447651268000001 0.34524415440000006 39.427119987250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -3 12 7 -2 -9 10 11 -8 13 14 16 19 17 18 -1 23 24 22 -22 -15 25 -21 27 -11 -29 -30
right_child=6 2 3 -5 -6 -7 9 8 -10 26 -12 -13 -14 15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10114191639650978 -0.0094797949099754402 -0.10569214468337361 0.094045589181810829 -0.10635467666230645 0.0074093954844166934 -0.02863523911178565 0.015503663506393634 0.057549821431337626 0.0023248671589564803 -0.057462939808785279 0.0076288076151493165 -0.10600231786056638 0.013242263039883304 -0.017989024692720356 -0.1092872145910341 0.060523461797292705 0.078947603363684574 -0.093103176739857824 0.096224515978353894 0.011623001215659078 0.069413495387626131 -0.10261520298956428 -0.10726698470161287 0.057552531844018276 0.0078919789485647294 -0.05174793020323 0.00083209578490629093 0.033472311182259983 0.0013461596744243167 -0.021200921853273592
leaf_weight=0.028439395200188122 0.51585791555407812 0.15453545907184008 0.062646936145029031 0.034712719294475392 0.046638071373649836 0.40485756122507144 0.35978401452302822 0.41341597604332492 0.55841768735626829 0.76259661978109505 0.57245583514168175 0.25563070290445467 0.93781546037644137 0.14990357253625219 0.15193692530785441 0.22811701809405338 0.045127982837584568 0.059886460039557221 0.038718768279068172 0.89846136314098324 0.16169896089286329 0.14454357790782524 0.10564864403568208 0.18845733052512514 1.6983223544375505 0.4143997086212039 78.218698053720118 1.2636140324175382 19.071279021469916 3.3211345137485528
leaf_count=62 10 168 61 4 28 9 3 28 41 13 14 56 6 39 7 7 18 52 7 132 44 41 8 36 28 11 2612 16 962 110
internal_value=4.99912e-06 -0.00357923 -0.0461852 0.0225947 -0.0794718 -0.00133055 0.000207668 0.0135781 0.0258174 1.60851e-05 -0.0144396 -0.0349674 0.000774482 -0.00193609 -0.0548221 0.00236035 -0.0067583 -0.0372022 0.012646 -0.00116703 -0.00366316 -0.0362739 -0.000405919 0.0240855 0.000797565 -0.0083798 0.000183387 -0.00189458 -0.000103231 -0.00199791
internal_weight=111.268 5.95487 0.298533 0.0973597 0.201174 5.65634 105.313 1.48769 0.971834 103.825 1.18787 0.615415 5.25148 4.31366 0.32411 3.98955 0.172173 0.127045 0.0671582 3.76144 3.42307 0.411891 0.267348 0.338361 3.01118 1.31286 102.637 24.4186 23.656 22.3924
internal_count=4633 768 261 65 196 507 3865 79 69 3786 73 59 498 492 146 346 139 121 69 339 264 93 52 75 171 143 3713 1101 1088 1072
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=2 1 1 2 2 0 2 1 2 1 1 2 1 1 0 0 0 2 2 2 1 1 1 0 2 0 2 2 0 1
split_gain=0.00774843 0.0479203 0.0956693 0.0617037 0.0398966 0.0218793 0.146751 0.0589692 0.0502013 0.0851003 0.0437683 0.0342177 0.11881 0.0310999 0.0571465 0.0301199 0.0320122 0.0816194 0.0273242 0.0726683 0.0330267 0.0870606 0.0646292 0.0443267 0.0430038 0.0326655 0.030153 0.101361 0.147979 0.162675
threshold=49.292797572200008 0.31100865245000009 0.31060447290000009 49.247968080500009 48.823707093150006 0.47396784530000008 48.96897326980001 0.34377713240000007 43.968221017800005 0.3584174126500001 0.3621298763500001 47.927946529500012 0.37977904855000005 0.44922307715000004 0.62572976855000018 0.47076434840000009 0.39672464895000009 48.823707093150006 44.578137159850009 44.908704241950012 0.4172030777500001 0.44618424600000006 0.36166581840000006 0.60134427115000011 47.079243513300007 0.6310290111500001 43.895345911700005 43.930205408700004 0.47787491390000009 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 15 10 -10 -9 18 -13 -14 -15 16 -3 -18 26 -20 22 -22 -21 -23 -24 -25 -7 -28 -29 -30
right_child=-2 5 -4 -5 -6 11 -8 8 9 -11 -12 12 13 14 -16 -17 17 -19 19 20 21 23 24 25 -26 -27 27 28 29 -31
leaf_value=-0.022911494200378135 -0.0068119984876627883 -0.011361310292352289 0.064250341318777535 -0.10145717727864617 0.10044741522597517 3.9419617808353504e-05 -0.1052572953964601 -0.10515385598050597 0.10090387539507713 -0.10532427297989394 0.0066725844137704481 0.08677043225595614 -0.025002786224519086 0.069165291246186075 -0.020721354357792252 -0.025855654937732592 0.0027996817647359153 0.062314039383701149 -0.082256199491977627 0.0016526081987077801 0.076520286461327469 -0.055033834251186131 -0.1022358799343784 0.081104819853463322 -0.024414665373994844 -0.015598865783127228 0.053017033093376909 0.050462219111568757 -0.1114626463944156 -0.0032642678981950114
leaf_weight=0.07954465715171366 1.6441324317535038 1.0252620723196408 0.31772451037977589 0.06848890996479895 0.039107347838580608 100.77105953699024 0.14732699713204045 0.14050879552517281 0.048753215000033379 0.033938694705284433 0.04661074803846077 0.20360756805166502 0.29216217246721499 0.13329316372983158 0.15068997153230157 0.40361386374570418 1.8669895962860468 0.26288240402936924 0.13898148410521471 0.59057640749961116 0.15481051891310926 0.14667135153467825 0.11855281915404703 0.057951685972511768 0.1770621198702429 0.087930356687138556 0.47050702753040141 0.40910544608050248 0.16547224298119523 0.86716193920847218
leaf_count=178 314 58 11 10 3 2960 11 168 2 62 28 8 38 15 30 9 206 6 41 10 15 24 122 8 43 43 9 19 3 179
internal_value=1.96602e-06 0.000104355 0.0308418 -0.0258786 0.0177472 -3.81299e-05 -0.00731968 -0.00355094 -0.0486236 0.016263 -0.0772983 0.00023776 0.021108 -0.00209688 0.0214687 -0.000133693 0.00315673 0.0101453 8.15166e-05 -0.0134438 -0.00627231 0.015877 -0.0174536 -0.0162136 -0.0556239 0.0228167 0.000275478 0.0127152 -0.000437149 -0.0206023
internal_weight=111.06 109.416 0.504865 0.187141 0.118652 108.911 3.97589 3.82856 0.269811 0.0826919 0.18712 104.936 0.779753 0.576145 0.283983 3.55875 3.15513 2.12987 104.156 1.47254 1.33356 0.447364 0.886191 0.292553 0.295615 0.145882 102.683 1.91225 1.44174 1.03263
internal_count=4633 4319 202 191 181 4117 550 539 260 64 196 3567 91 83 45 279 270 212 3476 306 265 90 175 75 165 51 3170 210 201 182
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 2 2 2 0 0 1 0 1 2 2 0 0 1 2 0 0 0 2 0 2 2 0 0 1
split_gain=0.00702186 0.083374 0.0943175 0.059279 0.0532647 0.0670159 0.0506813 0.0514745 0.161854 0.106062 0.302263 0.0280409 0.108164 0.0454068 0.102581 0.0649719 0.0776248 0.190205 0.062616 0.0612417 0.0444714 0.173763 0.0861417 0.201843 0.0837266 0.136288 0.138688 0.159698 0.0827467 0.0365785
threshold=38.751720283100006 38.621016321050007 38.536700832000001 38.324118171300007 39.032633164100012 0.39170982905000007 39.117456157700005 39.427119987250002 39.525197829750006 0.5218855723000001 0.53017873715000008 0.3584174126500001 0.47787491390000009 0.36476452800000009 38.238138001450004 37.892416320650007 0.5218855723000001 0.52324780695000006 0.43643902880000007 37.688226470200007 0.52324780695000006 0.52366695610000014 0.54191491270000014 36.558960102350007 0.5195503128500002 36.859113051050009 36.016191615950007 0.50035927070000008 0.54353163080000011 0.40272746325000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -6 9 -9 -8 -11 12 -1 -13 15 19 -17 -18 -19 20 24 -22 23 -23 25 26 27 -15 -24 -30
right_child=4 -3 -4 -5 6 -7 7 8 -10 10 -12 13 -14 14 -16 16 17 18 -20 -21 21 22 28 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018905164398440658 0.032688520635885426 -0.036346646771646882 0.04936215963414118 -0.017749450276813881 -0.02055835763865671 -0.00089118157935432613 -0.0058324274293618536 -0.039236974650993489 0.00026091106838128952 0.076442246892274135 -0.015616342411262869 -0.021590925141802081 0.060969914382702696 0.023022746172226764 0.058390508684579456 -0.066692021750461891 0.10431006970872117 -0.10287030968999987 0.015533326097134285 0.035036855681631458 -0.11615336450874281 -4.6049599689454615e-05 0.036857068914869867 -0.082921113990351347 0.033489680331686825 -0.028571695320863275 0.047597310128799253 -0.048087219482701823 0.0082090870987277416 -0.019324033115906698
leaf_weight=2.2287901139414479 1.1342877651077281 0.67413104801835366 0.37139689202740633 1.987745330996346 1.1893713783865667 1.2484869259486684 1.4304840354161563 1.0499836222770671 87.034017518921061 0.75024802610278107 0.6798621822451878 1.0172753162121342 0.35993808365310531 0.78193456001462791 0.29788424535399904 0.32078305628965686 0.11644965410232544 0.11793335898255464 0.071889841087866557 0.4987601314240927 0.14426651597022999 1.0045912261848573 0.66205079935025457 0.41539398611257627 0.88959531353611954 1.1628471985895883 0.77777278445137188 0.52980657569423784 1.083653077483177 0.8698307917009277
leaf_count=218 26 17 18 53 34 43 23 48 3352 8 37 26 28 20 13 11 1 33 21 37 2 41 5 33 21 16 13 26 5 404
internal_value=1.06866e-06 -0.00191007 -0.00043242 -0.00163806 0.00033237 0.015094 -4.93963e-05 0.000218819 -0.000209914 0.0134205 0.0326784 0.000760582 0.0101049 -0.00148699 0.00061155 -0.00121024 -0.0323128 0.00369513 -0.0580285 0.00100087 -0.00103906 -0.00831617 -0.00446108 -0.0242898 0.00630451 -0.00113126 0.0141398 -0.00569826 0.00630403 -0.00405063
internal_weight=110.901 16.3847 15.7106 15.3392 94.5167 2.38277 92.134 90.9446 88.084 2.86059 1.43011 13.3514 2.58873 10.7627 9.74544 9.44756 0.627056 0.306273 0.189823 8.8205 8.32174 4.17979 4.03552 1.41999 4.14196 3.25236 2.08951 1.31174 2.61553 1.95348
internal_count=4633 1062 1045 1027 3571 69 3502 3468 3400 68 45 974 246 728 702 689 66 55 54 623 586 490 488 74 96 75 59 46 414 409
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 2 2 1 1 0 2 1 2 2 1 0 1 0 2 2 1 1 2 1 2 1 0 1 0
split_gain=0.00697661 0.137637 0.202681 0.0550912 0.214897 0.1516 0.187386 0.19439 0.293079 0.386656 0.258198 0.11501 0.288045 0.436827 0.107699 0.0842124 0.0675742 0.166474 0.0925002 0.0678674 0.0588616 0.390971 1.16182 0.379612 0.193076 0.179601 0.157798 0.277092 0.137017 0.117298
threshold=41.444941515100005 41.542492784600007 0.34566330350000002 0.3459626957000001 0.34608245260000009 0.34569324270000007 41.675153845500006 42.431220712750012 0.34536391125000004 0.34494476210000008 0.47757552170000012 42.206017975500011 0.34575312120000007 42.684965421050009 42.498713093000006 0.3447052483500001 0.48001556840000009 0.34536391125000004 0.48149755995000004 44.279556297950009 42.027798546600003 0.34626208795000007 0.3475943834000001 42.055256506450007 0.35799826355000003 41.976795488650005 0.41997245590000004 0.55788748840000013 0.46280051495000007 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3 8 9 10 15 -7 -13 -14 -9 -8 17 -16 -18 -19 21 -6 -23 -22 -24 26 -26 -28 -29 -25
right_child=1 3 -4 4 20 11 7 14 -10 -11 -12 12 13 -15 16 -17 18 19 -20 -21 23 22 24 29 25 -27 27 28 -30 -31
leaf_value=0.00066568028936026262 -0.056755821802043187 0.043393277739099456 0.0038056699937462704 -0.051996468850682757 0.021381938808840352 0.036877443436541271 0.038579342463266476 0.052009896504001597 -0.087740095259069992 0.011804148577972941 -0.1191105037560789 -0.066682024892534983 -0.10970045493732919 0.083093524503723981 -0.00077425794117543195 -0.05798908893842445 0.022634250885389496 -0.10557375776617234 -0.0044519773731804295 -0.023374175207582889 0.088028538677391466 -0.1762302019784536 0.099207092507338834 -0.013427260757998959 -0.070814606812643066 0.081674240221763422 0.072152787742258612 -0.10356965574751578 0.046048533854227525 0.0040013654695863973
leaf_weight=65.204816916702754 1.0628224546817286 0.9491886452485695 1.1511501924857581 0.86124801329424627 1.7656003572046786 2.2086463477462526 0.19556345414951781 0.44548454328736298 0.58215794780699059 2.1788216514833039 0.45417680963873863 0.42858161611366064 0.1528281852370128 0.50872755883756327 5.9373704078923879 0.16777663947141264 2.8067701975305681 0.21489901584936877 2.289024745579809 0.18859040911775082 0.48985621297515791 0.49292397499084462 0.17771349637769152 5.4856535465751834 0.47147041342213902 0.17580594227183599 0.31262906647043565 0.21963849812891567 0.084854275982934269 13.043115198722059
leaf_count=2184 24 17 27 12 27 15 46 19 22 43 9 11 10 77 327 12 29 34 34 7 16 5 5 197 52 11 23 22 62 1254
internal_value=2.52755e-06 -0.000947754 -0.025267 0.000296026 -0.00296537 0.00419814 0.000265839 -0.00238192 -0.0228144 -0.0102 -0.0688447 0.0237594 -0.00281804 0.0385555 0.00377164 -0.00601229 0.00189265 -0.0049982 0.0104672 -0.0671538 -0.00110668 -0.0126457 -0.0436939 0.00113858 0.00160796 -0.0121098 -0.0272558 0.00602246 -0.0618749 -0.00115858
internal_weight=110.708 45.5031 2.21397 43.2891 23.5805 19.7086 16.4098 15.4606 3.5785 2.99634 0.817517 3.29878 1.09014 0.661556 11.8821 0.36334 11.4367 6.34086 5.09579 0.403489 22.7193 3.70064 1.93504 19.0186 1.44211 1.2644 1.08859 0.617122 0.304493 18.5288
internal_count=4633 2449 51 2398 1686 712 599 582 132 110 67 113 98 87 450 58 431 368 63 41 1674 207 180 1467 175 170 159 107 84 1451
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 2 2 1 2 0 0 0 0 1 0 0 1 1 1 2 1 0 0 2 0 2 0 1 0
split_gain=0.00680297 0.0486663 0.0290959 0.0518035 0.0238529 0.0208639 0.0453368 0.0309703 0.01561 0.0112311 0.0343492 0.0387328 0.0206656 0.0554566 0.019681 0.0207966 0.0337413 0.0160356 0.00971265 0.00902748 0.0346 0.0309255 0.0193566 0.0558073 0.00699041 0.0809188 0.215116 0.184474 0.162508 0.158848
threshold=0.46636328255000009 0.57927906350000014 0.45736654595000009 42.686561923500008 0.59336546810000013 42.388109226950007 39.476991512000005 39.065416244600009 0.4529056016000001 51.757767929250001 0.58035687555000015 0.58745247150000013 0.58887458460000019 0.59751205050000011 0.47407263255000004 0.59930840395000018 0.61686775845000008 0.58454836680000011 0.4995808509000001 0.51869704500000013 48.109449608500007 0.50634711535000021 0.66011496660000013 0.63528038085000016 38.751720283100006 0.54695967185000016 38.621016321050007 0.55131582885000008 0.44765126795000004 0.54284302865000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 5 -5 6 7 -4 24 10 -3 -12 -13 -14 -15 -16 -17 19 -11 21 -21 22 23 -18 25 26 29 -27 -29 -1
right_child=1 9 3 4 -6 -7 -8 -9 -10 18 11 12 13 14 15 16 17 -19 -20 20 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.0015177501043127327 -0.10122190662214117 0.078100016469117461 0.016331807679869404 -0.1013115084910661 -0.0073972228289754501 0.071333179661708226 -0.012631934305709306 0.10163633551720144 -0.014096690944188504 -0.10028038639918867 -0.10164687661045063 0.071831573397425061 -0.10086154335006431 0.078251471287638111 0.098007857069391496 -0.1006767237757042 0.027972631132397063 -0.10095332912698896 -0.011263362467941523 -0.10040746920011512 0.063958417709550866 -0.10330963838434826 0.050754156514954463 -0.10093392056718652 0.00037646944850906907 0.09072793311581763 -0.065961922383578092 -0.021145310219789284 0.082244332724715652 -0.03862319663720281
leaf_weight=12.710570160557227 0.05368644375878151 0.053204406943905269 0.08148519072039917 0.035020640954371629 0.11874333085143007 0.1346313648391515 0.16503059279602894 0.089094326831400394 0.78598543388954922 0.020778816945949075 0.039345480329643578 0.038371148464648286 0.053276198924663731 0.03564741001782501 0.020984424807807045 0.033211334331198827 0.1164867220500696 0.013888317635409209 0.029887609533489012 0.015444072358070216 0.075009822498032008 0.026448075116107361 0.080283634605334164 0.047190265882997906 92.605458506737264 0.30117889981374879 0.53955591104750134 0.72515617339999494 0.19235373622664387 1.0687315808600022
leaf_count=534 30 17 46 76 12 4 23 3 72 29 56 6 57 29 7 129 55 110 34 205 20 107 12 32 2745 13 13 119 16 22
internal_value=3.32016e-06 -0.00946826 6.84345e-05 0.0216003 -0.0287867 0.0380763 0.0247351 0.0608867 -5.49118e-05 -0.00242577 0.00111533 -0.00576179 0.0010206 -0.00422608 0.00685536 0.000922017 -0.0040718 0.00448956 -0.0477701 0.00854768 0.0358946 -0.000600097 0.0105348 -0.00919285 4.71442e-05 -0.00191567 -0.00402103 0.022821 0.000530079 -0.00159561
internal_weight=110.306 0.753144 109.553 0.624005 0.153764 0.470241 0.33561 0.17058 108.929 0.699458 0.648791 0.595587 0.556241 0.51787 0.464594 0.428947 0.407962 0.374751 0.0506664 0.360863 0.0904539 0.270409 0.243961 0.163677 108.143 15.5375 14.3189 1.21869 0.91751 13.7793
internal_count=4633 935 3698 164 88 76 72 49 3534 905 842 825 769 763 706 677 670 541 63 431 225 206 99 87 3462 717 569 148 135 556
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 1 2 2 2 0 0 2 2 0 0 0 1 1 0 0 1 2 1 2 2 1 2 2
split_gain=0.0102376 0.0511846 0.0608463 0.0277349 0.0217555 0.0180178 0.0148546 0.0114945 0.0374995 0.00960682 0.00873578 0.0574081 0.182211 0.131892 0.122482 0.0788671 0.0550273 0.0942783 0.0905238 0.172541 0.0927901 0.050489 0.0482526 0.0436487 0.0734266 0.16297 0.0430466 0.0551315 0.0418962 0.0405367
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 34.515670600900002 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.40651477500000005 33.361153777850006 33.96174662340001 38.751720283100006 0.54695967185000016 0.55131582885000008 38.621016321050007 38.474425342400004 0.5641597557000001 0.52252926560000013 0.52366695610000014 0.36880632320000012 0.37644082515000005 0.50101793360000013 0.55877069550000014 0.49146732130000009 37.817254840650008 0.42209814075000007 36.859113051050009 39.032633164100012 0.39170982905000007 39.117456157700005 39.427119987250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 -4 -6 -7 -8 -9 -1 11 14 -13 15 16 21 18 -18 20 -20 -2 -14 -17 24 25 -19 27 -12 -28 -30
right_child=10 2 4 -5 5 6 7 8 -10 -11 26 12 13 -15 -16 22 17 23 19 -21 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.035043492911088173 0.0033533852593623952 0.10066670812258489 0.0015374611133379752 -0.10981129424537572 0.1007572109112997 -0.10042402873732136 0.073649934790200697 0.071073585495637956 -0.1016503348416507 0.062527493870490933 0.029674430038765437 0.088558304034188351 -0.021730015764099508 0.099824807320817138 -0.038840587450013418 -0.10404828828731301 -0.040286718622774879 -0.0039378036429235921 0.062992243270051193 -0.0040448456619844751 -0.03011025110804362 0.017598402377364774 0.049418039066386109 0.0083373997107481484 0.014472790525286446 -0.074100069075341071 -0.018685174546410062 -0.00088281972419406286 0.011980618646910886 -0.00020444182282868808
leaf_weight=0.029766947731701854 5.0032935815114072 0.080708714260254055 0.63729217875516042 0.050687661074334756 0.040890646167099476 0.009002184473501984 0.041155216331389965 0.031946408393086489 0.020723331501281805 0.01526647752871213 1.121311913520912 0.27954035237053076 0.58315804194589282 0.12455282200062345 0.96913863094232588 0.11916550789757696 0.85948677628766734 1.1236678388222578 0.67411062377504982 0.89194707108345028 0.99309074692428101 0.7414607806422282 0.024741466472082863 1.7043203938883378 0.68851183856168052 0.46932907340396912 1.1933389055175201 1.24710353621424 2.8180048736530798 87.61192815238249
leaf_count=98 174 6 23 3 2 7 4 166 73 22 26 6 41 4 32 102 15 44 16 36 13 19 84 31 12 29 34 43 68 3400
internal_value=3.73668e-06 0.0102993 0.0180054 -0.0590741 0.00946325 0.0446088 0.0222807 0.0340537 0.00311397 -0.00196661 -8.64981e-05 -0.00230661 0.0140922 0.00102547 -0.00460226 -0.00735418 -0.00192799 -0.0102478 0.00340257 0.0248113 -0.00218869 0.000284226 -0.0776633 -0.00377031 -0.0128149 -0.024609 0.0002737 0.0135843 -7.03735e-05 0.000175273
internal_weight=110.199 0.95744 0.861719 0.0957211 0.78101 0.143718 0.102827 0.093825 0.0526697 0.0450334 109.241 15.2495 1.87262 1.59308 13.3769 1.46853 12.4078 4.84532 7.56244 1.56606 5.99638 1.32462 0.143907 3.98583 2.28151 1.593 93.9917 2.36842 91.6233 90.4299
internal_count=4633 404 281 123 275 252 250 243 239 120 4229 658 256 250 402 246 370 131 239 52 187 60 186 116 85 73 3571 69 3502 3468
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 2 1 0 0 1 2 1 0 2 2 0 1 1 0 1 0 0 1 1 1 1 1 2
split_gain=0.00856472 0.0437251 0.0564197 0.025868 0.0194542 0.0168291 0.0131948 0.0115777 0.0353832 0.0117976 0.00825418 0.0683696 0.0626824 0.045928 0.117664 0.0675103 0.268713 0.193122 0.140877 0.217917 0.080176 0.0578316 0.0549321 0.0539522 0.0847408 0.0911259 0.0645831 0.19182 0.095416 0.0857863
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 34.515670600900002 0.38906020780000011 0.39346127360000005 0.5380527529500001 34.214889417600013 0.43121463430000007 0.56859076075000015 0.53998383280000006 0.41917906650000009 37.765550062200006 0.42111014640000005 0.54353163080000011 38.911218973650008 38.621016321050007 0.54585192060000021 0.42307116555000007 0.42663393310000008 0.5641597557000001 0.42209814075000007 0.54504356155000011 0.55234873210000013 0.42473279245000012 0.43220262865000009 0.43837010870000009 0.44393880420000004 0.44765126795000004 42.320906304050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -7 8 -8 -10 -2 12 -12 14 -13 16 18 -17 -15 -20 -21 -19 -16 -23 -25 -26 29 -28 -29 -27
right_child=10 2 4 -5 5 6 7 -9 9 -11 11 13 -14 15 22 17 -18 21 19 20 -22 23 -24 24 25 26 27 28 -30 -31
leaf_value=-0.0017788548267193231 0.00032900549287388835 0.10060288619372487 0.001384769752406206 -0.10879392119803206 0.10068469464479975 -0.10038356386561716 -0.10162686036715096 0.074092803450923631 0.092949772867014821 -0.10024411502259188 0.010551617482594838 -0.012706942254042572 -0.020937040212923735 0.035574637779534193 0.053068412460820613 -0.044589451216850554 0.093161286186888626 0.057314930569432813 -0.12379469670566888 0.0068288492514687847 -0.076410456966444121 -0.029731989944331551 0.01286569220962624 0.033535139023473069 -0.052680158489215617 0.037259863928150928 -0.060643321394425014 0.039443503787675228 -0.0031443339901888658 -0.011546924340621378
leaf_weight=0.044130503749838623 89.614851272669057 0.073072236627922393 0.6368330210680142 0.046271017359686084 0.037024680525064468 0.0081486299823154695 0.020111073986527117 0.038181255778951595 0.026397624060336966 0.0035908455793118845 0.80680035336934652 0.97000952396774609 2.9207686251771463 0.68998930556699578 0.67693667812272884 1.0854288556729432 0.3637956088230111 0.17186531226616253 0.17626979394117359 0.91924045615473893 0.13237816690905291 0.62096220348030229 0.68257429662298819 0.72522707250868634 0.34152060616179269 0.94236702518537441 0.55229903498184274 0.58097309980803391 5.567634435648138 0.58287624668446369
leaf_count=120 2622 6 23 3 2 7 19 41 11 172 17 15 141 4 23 28 16 9 6 56 184 22 19 10 25 40 40 35 896 21
internal_value=4.80673e-06 0.0095413 0.0166261 -0.0565533 0.00865978 0.0433756 0.0213714 0.0326098 0.000995353 0.0698166 -7.67953e-05 -0.00194076 -0.0141216 0.000936182 0.0138998 -0.00130863 0.0143661 -0.00451015 -0.00058026 -0.0208968 -0.00364935 -0.000196799 0.0328837 -0.00119381 0.00071314 -0.00206514 3.62142e-05 -0.00419109 0.00087973 0.0186082
internal_weight=110.059 0.933761 0.843359 0.0904015 0.770287 0.133454 0.0964294 0.0882808 0.0500995 0.0299885 109.125 19.5099 3.72757 15.7823 2.32952 13.4528 2.28167 11.1712 1.91788 1.22789 1.05162 10.0857 1.35951 9.91386 9.2929 8.56767 8.22615 6.70091 6.14861 1.52524
internal_count=4633 404 281 123 275 252 250 243 202 183 4229 1607 158 1449 57 1392 266 1126 250 246 240 1098 42 1089 1067 1057 1032 971 931 61
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 2 1 0 1 0 2 2 1 1 0 1 1 1 1 1 0 2 2 1 0 0 0 0 2 0
split_gain=0.00794941 0.0284399 0.0727476 0.0870762 0.0640232 0.228165 0.032913 0.211136 0.0932266 0.0439145 0.126162 0.29685 0.192434 0.118636 0.0847317 0.194093 0.683754 0.0786461 0.195587 0.0544434 0.0508075 0.0308188 0.184578 0.126567 0.30448 0.267279 0.116746 0.197736 0.0938257 0.631651
threshold=0.47721625100000004 0.47787491390000009 0.47811442770000007 0.34446573455000007 41.362929270750008 42.081757894750005 0.34491482290000003 0.48265022005000008 0.34506451900000007 0.48119816770000007 42.154118731400011 40.986363433950011 0.34560342505000002 0.34554354660000003 0.48233585820000008 0.3453339720000001 0.34542378970000004 0.34566330350000002 0.34575312120000007 0.34560342505000002 0.48077901860000011 43.157831852650006 42.686561923500008 0.34708541665000009 0.50386215985000016 0.51809826055000008 0.54284302865000023 0.54986377655000018 42.654057868200006 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 -4 -2 -6 7 -5 -8 10 11 13 -13 -10 -11 -16 -17 -18 -19 20 -12 22 28 -24 -25 -26 -27 -28 -20 -30
right_child=1 2 3 6 5 -7 8 -9 9 14 19 12 -14 -15 15 16 17 18 21 -21 -22 -23 23 24 25 26 27 -29 29 -31
leaf_value=-0.0026492858195799867 -0.0026793322709144666 -0.032927362738985659 -0.031912572763787034 0.024191139706525065 0.054400523980752694 -0.0073031597471424868 -0.020208652518766988 -0.012767054814045973 0.0060644108619221163 -0.013334574959889598 -0.016979588631076736 0.010711004255922113 0.050146907859693203 -0.027421615332693407 0.041911908153761973 -0.14804869027424924 0.018628035428433904 -0.049591526547965226 7.3064389477818449e-05 -0.031473364614980813 0.012033530114204181 0.0067708070839373486 0.022294216104571492 -0.11165951110558264 0.063214808126279928 -0.10452406510421226 0.10176030250812972 -0.10262669182606216 -0.081220662553959058 0.10984684169965486
leaf_weight=10.227959732534044 2.896395666524767 0.67123518988955666 0.84145541749057784 3.4059814022621131 1.0534569481387737 1.3900024968315845 2.246555102079582 2.830212477594614 2.6948262829682772 4.8216011803806387 1.2491710307513129 2.7502254308201373 2.2494024718180299 1.7418852836126459 1.1072329375892866 0.31176816392689843 2.2835265109315506 0.79368318524211545 53.274751823545856 0.92634439746325359 1.1679046396166084 6.7030857711423257 0.31005586870014568 0.47591077125980497 0.30209648265736178 0.24656728993636534 0.094962917268276215 0.094377134681536745 0.2816356192342927 0.44865273713696752
leaf_count=980 21 20 17 39 12 41 36 24 27 40 38 22 32 29 25 5 31 18 1942 36 16 988 6 15 10 30 2 52 63 16
internal_value=5.68282e-06 0.000278145 -0.000123779 0.00011133 0.00737788 0.0192994 0.000401665 0.00741816 -0.000103742 0.000431856 0.0058314 0.0117456 0.0284538 -0.00708245 -0.000532574 0.000392462 -0.000308101 0.000397171 -0.000263363 -0.0108606 -0.00296077 0.000365749 -0.000407426 -0.0347283 -0.0492929 -0.00907502 -0.059174 -0.000117027 0.000561076 0.0361617
internal_weight=109.893 99.665 94.3251 93.6539 5.33986 2.44346 92.8124 6.23619 86.5762 84.3297 12.7798 9.43634 4.99963 4.43671 71.5499 66.7283 65.6211 65.3093 63.0258 3.34342 2.41708 62.2321 55.529 1.52397 1.21391 0.738004 0.435907 0.18934 54.005 0.730288
internal_count=4633 3653 3579 3559 74 53 3542 63 3479 3443 200 110 54 56 3243 3203 3178 3173 3142 90 54 3124 2136 115 109 94 84 54 2021 79
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 0 2 1 2 0 1 2 0 2 1 2 1 2 0 2 0 2 2 1 1 1 2 0 1 0
split_gain=0.00737046 0.0473625 0.0776963 0.0539438 0.124631 0.26194 0.167187 0.133937 0.253559 0.0827625 0.0819946 0.0717442 0.046717 0.0415622 0.066966 0.033423 0.314663 0.261184 0.284947 0.224763 0.358219 0.2446 0.174101 0.146392 0.0920205 0.597101 0.279316 0.0900958 0.0896688 0.0827127
threshold=0.47868327295000007 0.34458549145000011 0.3447052483500001 0.48119816770000007 40.94178426300001 0.48001556840000009 41.16018805045001 0.34569324270000007 42.759119507950011 0.48185683060000012 0.34554354660000003 42.081757894750005 0.47787491390000009 40.621691032550004 0.3453339720000001 41.444941515100005 0.34488488370000009 41.808689985400001 0.48654231910000006 41.289992964000007 0.48320409570000006 41.184662530950007 41.11191809080001 0.37043801085000005 0.35986946500000005 0.34626208795000007 40.165165956550005 0.54413041525000005 0.36265381275000008 0.54986377655000018
decision_type=2 2 2 2 2 2 2 2 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 5 10 -6 8 -8 -5 -4 -9 -1 -14 -15 19 -17 18 -18 21 -21 22 24 -20 25 -11 -27 -25 -26 -29
right_child=1 2 3 9 6 -7 7 11 -10 15 -12 -13 13 14 -16 16 17 -19 23 20 -22 -23 -24 27 28 26 -28 29 -30 -31
leaf_value=0.00071919123104973305 -0.014914756711231837 0.024742578211687485 0.025758149416438499 -0.015387904664098871 0.050702876619944652 -0.039318034213915755 -0.037486379186680185 0.043941619594499826 0.016100493438440361 -0.004745180775089692 -0.0070593114786557283 0.0062451633433782232 0.000277791495650277 -0.041564116366479026 -0.0063467337067396271 -0.12434971382624577 -0.11835409872493129 0.00073004840142605696 0.017675079729417422 0.068275966556211154 -0.0034439737865744734 -0.037239635572566175 0.045439354607388446 -0.10667670421423392 -0.037503088891317406 0.018272265962766512 0.10309711338003419 0.04865760982515159 -0.00093868880691403843 -0.055594148013403934
leaf_weight=15.540504022784249 1.9778347786650545 1.3274748465046275 1.6819331040605887 3.6125917819153974 1.1072236858308313 1.5687425743017227 1.3557903880573579 1.2536565745249393 2.5321478445548564 5.4455178240314117 1.3909563878551123 0.84530015927157354 1.7191933076828712 0.89705364453766412 1.3562640663585623 0.21080346778035064 0.36966432817280548 25.214097019907303 0.5840164106339214 1.2779532894492143 1.5304010856075647 1.6952664141037974 0.88353368646244135 0.20490194076046464 0.6853453593794282 0.70112815503671277 0.86975240634637885 0.10996787863405189 31.372370750564254 0.24713239711641677
leaf_count=1054 23 18 33 31 8 24 40 27 27 38 13 24 20 21 33 3 8 1517 10 6 60 43 26 26 17 28 26 17 1349 63
internal_value=7.29496e-06 0.000389074 0.00073273 0.000365325 0.00666985 -0.00607019 0.0150056 0.00840367 -0.00258616 -0.000620997 0.0109032 0.0287604 -0.00175467 -0.0114324 -0.0203669 0.000126138 -0.00265329 -0.00169354 -0.042011 0.00181029 0.0291925 -3.58959e-05 0.00154253 -0.0173855 0.000549948 0.010923 0.0652374 -0.0538194 -0.00172038 -0.0234902
internal_weight=109.569 90.0555 88.0777 86.7502 11.7358 4.64163 7.09412 5.98689 3.88794 75.0144 3.07289 2.09896 19.513 3.97251 2.25332 71.4019 26.9406 26.7298 1.51568 44.4613 2.80835 41.6529 39.9576 1.14602 39.0741 7.0164 1.57088 0.562002 32.0577 0.3571
internal_count=4633 3505 3482 3464 196 70 126 118 67 3268 46 51 1128 74 54 3237 1644 1641 124 1593 66 1527 1484 116 1458 92 54 106 1366 80
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 1 0 0 0 1 2 1 0 1 1 0 0 2 0 2 0 0 0 1 1 0 2 2 2 1
split_gain=0.00724708 0.037358 0.0521424 0.0246624 0.0175771 0.0155135 0.0118014 0.0111998 0.00740159 0.0908276 0.327196 0.138139 0.0984717 0.0643367 0.183292 0.063089 0.0515947 0.231787 0.0734244 0.0502512 0.0403347 0.0771997 0.0641951 0.0607888 0.146389 0.160126 0.0516433 0.0309199 0.0198141 0.0619132
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 0.34007963835000005 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.54413041525000005 0.54585192060000021 0.42039160505000012 37.995872310650007 0.42209814075000007 0.55234873210000013 0.42473279245000012 0.42991227810000004 0.5541600551000001 0.54353163080000011 39.955516828000007 0.54284302865000023 44.749265482150008 0.55980359870000018 0.55688452445000014 0.5619592227500001 0.43837010870000009 0.44512140355000007 0.57559653900000007 41.087689990200012 49.960114208400007 37.572218886150004 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -7 -8 16 10 -10 -11 -13 -14 -15 -16 18 -18 -2 -12 21 -17 -22 26 25 -25 -24 -21 29 -26
right_child=8 2 4 -5 5 6 7 -9 9 11 19 12 13 14 15 20 17 -19 -20 27 22 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=0.028345756523568601 0.00011581722990834452 0.10054568184232866 0.0013331883320526793 -0.088444260316879852 0.1006196983032875 -0.10034667116069809 0.058339805951227487 -0.019645466599286131 0.016986078124944747 0.057631934681264319 -0.11278038725390607 -0.03578852977191059 0.029826221656416282 -0.10535517013801557 -0.058720035774348749 -0.0012645922572800282 0.053321137867777472 -0.0050853309098180671 -0.025645543798677419 -0.10083842901820855 -0.029752419534309939 0.061721951271111533 -0.0029461721626505085 -0.10972428264709888 -0.10549640544057742 0.014697788850562485 0.03804687099494132 0.02349382438658032 0.0029209223894945593 0.051800823645696895
leaf_weight=0.025751878389039806 91.487514422072749 0.066211164084961638 0.63667806814191863 0.06070071428256274 0.033550698310136795 0.0073693994127097531 0.054042584262788296 0.027934640639360575 0.60683416016894642 0.4043425041345462 0.35520277516661736 0.79475872882176091 0.70837890214465815 0.16667453329773607 0.17689393896983929 0.51244060222575072 0.97706015442963634 2.230806431020028 1.1199198965914536 0.033431354088918397 0.68885192847119281 0.31371850791038014 0.50632789093248198 0.25096772064716777 0.06122322967371463 0.17595352028399702 0.78191384879755788 0.049792605719517269 5.8986847336328303 0.042320113868669296
leaf_count=76 2669 6 23 47 2 7 4 239 10 17 41 27 12 33 13 31 19 50 15 40 21 21 32 27 24 20 23 26 977 81
internal_value=1.20206e-05 0.0088878 0.0154356 -0.0536557 0.00801661 0.0426406 0.0208687 0.0317655 -6.2712e-05 -0.00234844 -0.0305699 0.00022037 -0.00187492 0.000745872 -0.00140534 0.000436012 0.000236167 0.0127043 -0.00019572 -0.096393 0.00156945 0.0226534 -0.000502663 0.00210816 -0.00186465 -0.0584443 0.021935 -0.0264509 0.0021597 -0.0412061
internal_weight=109.256 0.912239 0.825787 0.0864526 0.759575 0.122897 0.0893466 0.0819772 108.344 12.5287 1.04526 11.4835 11.0791 10.2843 9.57597 9.4093 95.8153 3.20787 92.6074 0.438427 9.2324 0.826159 8.40624 7.71739 6.42915 0.426921 1.28824 0.083224 6.00223 0.103543
internal_count=4633 404 281 123 275 252 250 243 4229 1476 117 1359 1342 1315 1303 1270 2753 69 2684 107 1257 52 1205 1184 1129 47 55 66 1082 105
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 2 2 0 1 0 2 0 1 1 0 1 2 2 2 0 1 2 2 1 0 2 2 2 1 2
split_gain=0.00712885 0.0598104 0.0175844 0.0347961 0.0167906 0.0130369 0.0392085 0.0272696 0.0149861 0.0147542 0.0117935 0.0228873 0.0081298 0.154286 0.12538 0.234655 0.331253 0.494344 0.128657 0.432942 0.108202 0.165253 0.185885 0.112969 0.176819 0.185674 0.16323 0.107974 0.0651055 0.117985
threshold=0.59930840395000018 0.45824975300000009 0.45932756505000005 0.60710757165000018 0.68131193680000013 44.749265482150008 40.767054867700004 0.62071494865000021 0.51869704500000013 0.62143349005000015 40.722669576350008 0.62376874945000005 0.39019789825000006 0.38976377950000002 0.52324780695000006 0.39048232090000007 37.500638522700008 39.065416244600009 39.525197829750006 0.5116313883000001 0.39394030120000006 38.324118171300007 47.74983977685001 0.39563186730000005 0.53447501570000011 43.968221017800005 36.654713368950006 37.232443001650005 0.38723391515000005 38.751720283100006
decision_type=2 2 2 2 2 2 2 2 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 5 6 9 -7 -9 -5 11 -11 13 28 15 -14 -17 -18 -19 -20 21 -16 -23 27 25 26 -25 -22 -1 -30
right_child=1 2 3 4 -6 7 -8 8 -10 10 -12 -13 14 -15 20 16 17 18 19 -21 23 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00049288013072868321 -0.10172118273726827 0.072328473157589071 -0.1009071000666128 -0.10031543340757183 -0.10046683539302581 0.072420021759123598 -0.10048891496305312 -0.015579816374962103 0.036047868900971954 0.069776045823324584 0.10075415204526278 -0.10029276592654311 0.069550053211622262 -0.046348335597770178 -0.0025741918899924113 0.089544143505429885 -0.12399697362449431 -0.030520406252362398 -0.10838598254996941 0.093821008934558595 -0.006792215119508011 -0.10428841843944953 0.031861123331497369 0.0095763992646008145 0.00094508592063664246 0.027588432549878666 -0.10250601490008922 0.044319276703615275 -0.010244103677264584 0.045531877530424446
leaf_weight=72.646643600975722 0.0646381691844643 0.031859221662898562 0.034650277474213453 0.0081870508331718383 0.015103613876044752 0.069167361782092485 0.040757881711954269 0.16918705055286409 0.084207912656438566 0.021271614265515382 0.021839186549186707 0.012600496070720446 0.75495990565103932 0.72723237458558188 1.0446489773767123 0.34225133113341133 0.34283244707961535 0.36282438412308693 0.13924973521483253 0.44192829046616033 0.65448212821502494 0.40668081056537619 0.13309909740837611 0.17840132652782159 26.932953901971857 0.26145154726948761 0.47828012122658947 1.1216579759966405 0.69159391266293713 0.8397724449459929
leaf_count=2067 43 6 85 54 179 29 193 40 25 10 1 141 10 16 26 12 14 6 55 28 11 79 14 14 1094 160 136 37 20 28
internal_value=8.81381e-06 -0.0111113 0.000399088 -0.00440541 0.00315426 0.00681761 -0.0238505 0.016768 0.00157703 0.0250337 0.0434544 0.00651009 6.7588e-05 -0.00051212 0.00136011 0.0234642 0.00210689 -0.0211482 0.0162032 0.0453724 -0.000328275 -0.0257888 -0.0707166 0.00103332 -0.000526053 -0.0436812 -0.0720565 0.0254854 -6.27468e-05 0.0203424
internal_weight=109.074 0.57347 0.508832 0.476972 0.442322 0.427219 0.104656 0.322562 0.253395 0.0638983 0.0557113 0.0338721 108.501 74.9052 33.5957 2.38405 1.62909 1.28683 0.944002 0.581178 31.2117 1.58443 0.53978 29.6272 27.8511 0.918133 0.656681 1.77614 74.178 1.53137
internal_count=4633 806 763 757 672 493 399 94 65 206 152 151 3827 2131 1696 125 115 103 89 83 1571 119 93 1452 1404 310 150 48 2115 48
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 1 0 0 2 0 1 0 0 2 1 1 1 0 2 2 2 0 0 1 1 2 2 2 2 1
split_gain=0.00731463 0.0574858 0.0475499 0.0489125 0.159254 0.0404517 0.0982856 0.0917579 0.0744314 0.0644624 0.096607 0.183766 0.0596446 0.182604 0.0341599 0.135534 0.125795 0.108099 0.307928 0.668705 0.214129 0.177147 0.0964508 0.185847 0.11345 0.150345 0.17148 0.0944038 0.0828229 0.0813024
threshold=0.41808628485000005 0.41917906650000009 0.4172030777500001 0.40437412050000004 0.53938504835000012 0.42111014640000005 0.54353163080000011 0.54088200950000009 40.00488309970001 0.54284302865000023 0.42307116555000007 0.54413041525000005 0.5541600551000001 41.16018805045001 0.39019789825000006 0.38906020780000011 0.38723391515000005 0.51017933595000009 40.099856909850011 42.670715716450012 43.426369480700011 0.53312775065000018 0.52324780695000006 0.39048232090000007 0.39394030120000006 38.324118171300007 47.74983977685001 39.117456157700005 37.345948426100009 0.36880632320000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 14 -5 6 -3 -7 -8 -9 -11 -12 13 -13 15 16 17 29 28 -20 -21 -22 23 -16 25 -24 -27 -25 -19 -1
right_child=1 5 -4 4 -6 7 8 9 -10 10 11 12 -14 -15 22 -17 -18 18 19 20 21 -23 24 27 -26 26 -28 -29 -30 -31
leaf_value=-0.00023186388095920702 -0.01831972892877189 -0.01098236993681761 0.017734141259327242 -0.0031790049123434647 -0.089936580964885951 -0.072079115288359155 0.052827591000785434 0.027189192221862675 0.0047115349952828265 -0.035657381151355007 0.094918331887245189 -0.049909541393653188 0.00073080975181457437 0.022773297276415208 0.06583002980183332 -0.034822923597963143 0.033543049928489735 -0.0093502693805103797 -0.097836775173392482 0.063717796176810046 -0.10644383151273895 0.033039639945918263 -0.0023153123335334157 -0.018027409637627632 0.0052826661260173598 -0.1038838505605835 0.028958873817634619 0.032403429948063299 0.032378578680952029 0.017391198332343843
leaf_weight=66.105985637783675 1.8939221718756023 1.0122837462113232 1.5492666767531762 1.258577080555823 0.25433661634411908 0.18420586900872038 0.69654617918615691 0.76358516317850345 0.59708662922275835 0.83203677996061642 0.19888199705746856 0.87003005220139928 9.861434544810777 0.57351103036921813 0.71973928329680292 1.1305265803966893 1.1056247213273298 0.94173040660098128 1.0672196339237414 0.49306610389612604 0.18390118170236747 0.18033976145670749 1.0452748742782194 0.84724366858236499 9.584363042320545 0.36934012234087266 0.1318635180923593 0.66061694152858763 0.96102094452362508 2.725766957828454
leaf_count=1820 32 17 17 66 69 122 15 10 28 24 6 38 1513 21 10 32 32 25 28 9 53 6 26 22 342 79 14 31 22 104
internal_value=5.52369e-06 -0.00186836 0.000364301 6.45173e-05 -0.0177639 0.00013026 0.0123564 -0.00199207 0.0306192 -0.0010065 -0.0027518 -0.000371848 -0.00204823 -0.021033 0.000370145 -0.000460743 6.58963e-05 -0.000443513 -0.016801 -0.0450048 0.020763 -0.037384 0.00502859 0.0240228 0.00122731 -0.0239059 -0.0689338 0.00406712 0.0117257 0.000466017
internal_weight=108.799 17.4835 91.3158 89.7665 1.51291 15.5896 2.30592 13.2837 1.29363 13.0995 12.3359 11.5039 11.305 1.44354 88.2536 74.8952 73.7647 72.659 3.82728 1.92453 0.857307 0.364241 13.3584 2.2276 11.1308 1.54648 0.501204 1.50786 1.90275 68.8318
internal_count=4633 1826 2807 2790 135 1794 60 1734 43 1612 1602 1578 1572 59 2655 2131 2099 2067 143 96 68 59 524 63 461 119 93 53 47 1924
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 1 0 1 2 2 2 0 2 2 2 1 0 1 0 0 2 0 2 1 2 2 1 2 0 0
split_gain=0.00766406 0.0326017 0.0470578 0.023726 0.0172358 0.0145748 0.0108855 0.0106932 0.0288856 0.0105865 0.058656 0.115151 0.137492 0.0653626 0.0351135 0.142596 0.0331131 0.0259924 0.0885875 0.0694448 0.0579814 0.201788 0.152819 0.0520218 0.0602993 0.235679 0.0490649 0.107098 0.30561 0.068651
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 34.515670600900002 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.40651477500000005 33.361153777850006 39.788107623550012 39.427119987250002 0.5054040298000001 39.525197829750006 39.262923716450011 39.955516828000007 0.36994401365000007 0.5261668812000001 0.42039160505000012 0.54088200950000009 0.54585192060000021 38.751720283100006 0.52252926560000013 38.474425342400004 0.44765126795000004 38.474425342400004 38.396531328800009 0.37644082515000005 37.140760352250005 0.52769378160000013 0.52432561900000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -7 -8 -9 10 13 -12 -13 17 15 -11 -14 18 20 -19 22 -22 26 24 25 -21 -2 29 -29 -28
right_child=9 2 4 -5 5 6 7 8 -10 14 11 12 16 -15 -16 -17 -18 19 -20 23 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00018954931014122421 0.0041188819174530315 0.10049385455949916 0.0020077596088402521 -0.10720110832047827 0.10060507046035527 -0.10031149472357977 0.073171852016654576 0.065128803898915955 -0.10127271439103552 0.038734411248510126 -0.033323637874141929 -0.032863420500263835 0.031579505066163867 0.019014726279273961 0.00015439505321239628 -0.015005854070765576 0.0043239460840425945 0.027447249620930293 -0.02984736120260563 -0.10636723179177997 -0.012236236992024682 0.03734020162154409 -0.049081644885216255 0.0046114143390831247 -0.068611841732043891 0.095026930992129666 0.019781225608720161 -0.067495309095387354 0.0046028358979622727 -0.021484230792891933
leaf_weight=0.043395063351094998 6.6305668287492523 0.059982894556014799 0.64025554549880326 0.039117608801461756 0.032488598488271236 0.00671199072166928 0.035397105717493105 0.02632621047893613 0.017278933455395551 1.0566754601895763 1.641931942806649 0.85298924892777028 0.76726338610751543 1.7174462171751645 80.086565796723008 0.9268250324616395 1.0637303122182542 1.0872326762910227 1.1403521933262926 0.10699450874508931 1.7689642326004098 1.5320512712933121 0.71341687760514183 1.7083071795289546 0.23608618706930429 0.12717159697785974 1.4053775162610689 0.95889615123874739 1.5196671558223895 0.56533095044596837
leaf_count=120 203 6 23 3 2 7 4 166 73 13 40 40 22 34 3207 46 32 20 29 60 45 23 30 231 13 3 25 40 27 46
internal_value=3.47383e-06 0.00918823 0.0152282 -0.0507222 0.00848496 0.0435693 0.0219508 0.0323381 -0.000809306 -7.34219e-05 -0.00185126 -0.0124639 0.000297009 0.000312468 0.000479918 0.0136233 0.0157452 -0.00133468 -0.00297216 0.00680538 -0.00094177 0.0107729 -0.0042208 -0.00349615 -0.0329489 0.00300648 -0.00133227 -0.00945589 -0.0232902 0.00794353
internal_weight=108.515 0.900954 0.818441 0.0825127 0.758458 0.118203 0.0857142 0.0790022 0.0436051 107.614 25.5438 4.32591 2.68398 21.2179 82.0701 1.9835 1.83099 19.5004 16.2346 3.26579 15.0943 3.30102 11.7933 2.17856 0.470252 0.234166 11.0798 4.44927 2.47856 1.97071
internal_count=4633 404 281 123 275 252 250 243 239 4229 963 134 94 829 3266 59 54 795 468 327 439 68 371 307 76 63 341 138 67 71
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 1 1 2 0 2 0 0 2 0 0 2 2 1 2 2 0 0 1 0 0 2 2 0 1
split_gain=0.00696281 0.143817 0.0772203 0.0417146 0.0608338 0.0491524 0.0380743 0.212076 0.11095 0.11625 0.387917 0.0979083 0.129898 0.0756596 0.061854 0.0855796 0.0540959 0.102093 0.0527944 0.0497389 0.0366754 0.0331836 0.0258466 0.133053 0.335406 0.359088 0.0848326 0.0527951 0.204164 0.211589
threshold=40.148327922700012 40.21994457600001 40.040404835300002 40.300545846000013 40.518963363600001 0.40115565405000009 0.34512439750000007 0.34530403280000005 39.896141435400004 0.48032993025000009 39.525197829750006 0.47811442770000007 0.47721625100000004 40.003678352300007 0.48911709230000006 0.49688632075000011 39.262923716450011 38.238138001450004 0.3459626957000001 38.324118171300007 40.542362378300005 0.48032993025000009 0.50386215985000016 0.37227927305000003 0.51484985480000012 0.51657136015000005 36.859113051050009 39.198779702000003 0.52252926560000013 0.42039160505000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -3 5 21 11 -8 9 10 18 12 16 -10 -11 -16 17 -1 -9 -20 -6 -5 26 -24 -25 -26 -17 -27 -29 -30
right_child=1 3 -4 4 20 -7 7 8 13 14 -12 -13 -14 -15 15 22 -18 -19 19 -21 -22 -23 23 24 25 27 -28 28 29 -31
leaf_value=0.0012144757005999392 0.031979812053677815 -0.013696950705805578 -0.024539332995130406 0.0092978038752947415 -0.022622308319119568 -0.00054518679949466917 0.07574801009664589 0.10104198175743458 0.033575222475802996 0.021456134937789122 -0.13951006623663062 -0.024205896547787129 0.066722941236356234 -0.0038400914750265046 -0.041473819443286916 0.0030599967917602777 0.033689421968712378 -0.049446206445700497 0.066787807643863703 -0.047795152651111984 -0.00014945007963909206 0.032540789027486521 0.036979073108613258 -0.095336352100217694 0.10262121773004196 0.0018719985827507152 -0.028976763343067952 -0.055687905577026534 0.014947867420082563 -0.048472051492499828
leaf_weight=2.2139057656925059 1.4262668845007045 2.1827758410146592 1.3612165258155062 1.2069770378197966 0.73408760671736573 1.8226992924397789 0.37840261854612478 0.088323137538738217 1.5771813251245697 1.1813326352829587 0.24302088583624482 2.1802018918097019 0.29222431033849705 0.82221483839953169 0.53687567530141933 2.2382055387279283 0.35397182629094448 0.48492118423973796 0.069070553762466291 0.083903975409953091 67.620301323524629 1.2507750473450867 0.94955581589602189 0.37242881446036236 0.33811327049352158 11.194867363830573 1.3104925215884575 0.82796521543059443 2.2998969247564678 0.6820834535322432
leaf_count=189 34 34 35 17 20 35 11 6 27 20 8 25 4 37 34 39 13 19 39 8 2944 36 19 38 5 765 27 20 56 69
internal_value=3.68179e-06 0.000523734 -0.0012323 -7.59214e-05 0.000333409 0.0118982 -0.000199527 0.00144916 0.000316205 -0.00187142 -0.0503318 -0.00771721 0.00302969 0.0207539 -0.000801274 -0.0020684 -0.00306724 -0.00788816 0.0394832 0.00394097 -0.000390796 0.0211264 -0.00102178 0.000628325 -0.00156807 0.000708033 -0.0087708 -0.00158844 -0.0117564 0.000441509
internal_weight=108.324 76.2439 32.0804 74.8176 72.6348 4.28045 30.7192 25.1939 24.8155 22.4161 0.484319 5.52522 3.34502 2.3994 21.9318 20.7505 3.0528 2.69883 0.241298 0.152975 68.3544 2.45775 20.2136 16.6649 15.7154 15.3429 3.5487 15.0048 3.80995 2.98198
internal_count=4633 3120 1513 3086 3052 88 1478 1228 1217 1153 61 250 225 64 1092 1072 221 208 53 47 2964 53 1038 972 953 915 66 910 145 125
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=2 1 1 2 2 1 0 2 2 2 2 2 2 2 2 0 1 0 0 0 2 0 0 2 2 2 2 1 0 1
split_gain=0.00666936 0.0281232 0.0431025 0.0221357 0.0164364 0.0227453 0.0183683 0.0120297 0.00811057 0.00765182 0.118399 0.0608285 0.0335717 0.0500317 0.0425983 0.100993 0.0297127 0.087465 0.137471 0.148932 0.0904741 0.0776025 0.0770606 0.0503882 0.0425026 0.0219189 0.0386067 0.0221144 0.138535 0.0574273
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 34.515670600900002 32.724174661450007 0.38045268105000002 0.53017873715000008 34.424709467050008 33.96174662340001 40.148327922700012 40.21994457600001 40.040404835300002 40.300545846000013 40.467253020850002 40.408647214050006 0.50386215985000016 0.34512439750000007 0.48001556840000009 0.48271009850000007 0.48847339900000003 39.656620114300004 0.49688632075000011 0.47811442770000007 39.896141435400004 39.262923716450011 39.788107623550012 39.746231405950006 0.36880632320000012 0.50913146310000013 0.39019789825000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 -4 -7 -6 -1 11 -11 16 -12 14 15 -14 22 20 -19 -20 -18 -21 24 25 -2 26 27 -23 -29 -30
right_child=9 2 4 -5 7 6 -8 -9 -10 10 12 -13 13 -15 -16 -17 17 18 19 21 -22 23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.030952565148149189 -0.0022108261266106104 0.10044529046620972 -0.10222449639817109 -0.10649075087531223 0.042694309438534229 0.05598922632823658 -0.10104004017204538 0.0068514438516170673 0.060185710758689726 0.029225407895616382 -0.012249150908775428 -0.022039167938136754 -0.011955320299354992 -0.00033954827638154082 0.025483244581240849 0.027390977102784611 0.058175781510119429 -0.048299060270479789 0.033468025132056364 -0.038838978138693699 0.0029825941701157876 -0.0087780080800129966 -0.021560349804144046 0.019492639702055892 0.029398173287705831 -0.017656672996087162 0.025231646425898747 0.041104046450097159 -0.015830527118830817 0.00092101362923176157
leaf_weight=0.029173829191610712 2.7936702339621529 0.05413454509107396 0.03089169692248106 0.035720124753424898 0.11207960991024302 0.027524416647793259 0.010213248840825084 0.56906755623115401 0.014676836324724718 1.4057460252818135 2.195958755182672 1.3639233585731734 1.6270823659642695 68.53521280624318 1.3633265881150292 1.088949431322092 0.53152306694440443 0.58175963686517462 1.3242111392319227 0.53133879113011317 0.67311038576121973 3.3786185850331227 2.2017448185943067 1.2300575307305042 0.50180793803519907 0.79357089341344789 0.55747976549900968 0.7834978008595489 2.5016897259629323 11.246972573600482
leaf_count=98 124 6 5 3 81 7 146 36 22 34 34 35 22 2981 18 31 39 10 11 27 7 50 25 58 16 35 11 17 69 575
internal_value=5.30485e-06 0.0086582 0.0142713 -0.048052 0.00804951 -0.0385952 0.0134911 0.0127492 -0.000448546 -6.59999e-05 0.000472746 -0.00139077 -6.75381e-05 0.00030085 0.0110598 0.00381995 -0.00044032 0.001071 -0.000308866 0.000940439 0.0273356 -0.00110841 -0.00707529 -0.000130085 0.00260233 -0.00138319 -0.000683926 -0.00149056 0.000203719 -0.00212708
internal_weight=108.095 0.883482 0.803911 0.0795708 0.749777 0.0686294 0.0377377 0.681147 0.0438507 107.211 76.2163 30.995 74.8105 72.6146 4.07936 2.71603 29.6311 24.1338 22.9292 22.3474 1.20463 21.0232 5.49722 20.4919 3.29548 19.2618 18.4683 17.9108 14.5322 13.7487
internal_count=4633 404 281 123 275 158 153 117 120 4229 3120 1109 3086 3052 71 53 1074 909 863 853 46 842 165 815 140 757 722 711 661 644
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 2 1 1 2 1 1 1 2 0 2 1 0 0 0 0 2 0 2 2 2 0 2 1 2 2
split_gain=0.00816837 0.055757 0.0362811 0.189028 0.095034 0.091876 0.17191 0.18162 0.126084 0.265656 0.146672 0.0830364 0.0689326 0.0674239 0.0514975 0.146828 0.093186 0.123156 0.149466 0.216146 0.0920705 0.139011 0.0782546 0.131993 0.100884 0.0746892 0.239385 0.0649292 0.0521406 0.131382
threshold=0.41808628485000005 0.41917906650000009 40.806664626150003 0.42111014640000005 0.54284302865000023 40.003678352300007 0.42802610700000004 0.43929822460000006 39.571921479100006 0.41997245590000004 0.42039160505000012 0.45107930900000009 42.686561923500008 0.54088200950000009 42.320906304050006 0.42473279245000012 0.54353163080000011 0.55348642255000013 0.55688452445000014 0.56579144335000009 42.546237522150008 0.56748300950000019 41.835830569250014 41.319407281650008 41.087689990200012 0.5641597557000001 42.283941020600004 0.43349001525000008 41.559097512700014 41.641174900500005
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 8 -7 -8 9 -3 -10 -9 -5 -11 22 -16 -17 -18 -19 -20 -21 -22 23 24 27 -24 -27 -6 -25 -30
right_child=1 2 3 4 14 6 7 11 10 13 -12 -13 -14 -15 15 16 17 18 19 20 21 -23 25 28 -26 26 -28 -29 29 -31
leaf_value=0.00038731769154276265 -0.018201704242458518 -0.11299548240093489 0.059889259572973176 0.050694239626639728 -0.023208562067010167 -0.054694056751189046 0.056556527696148065 -0.061204798208957856 0.099188949232349 0.071521989023973762 -0.0070921009582623866 -0.0018862917554278151 -0.10504107350690767 0.00040531815895736371 -0.11684477794811535 0.10151752165315851 -0.10899804007318795 0.080639729464389728 -0.10771523557477024 0.038630114411053212 -0.10764661059206214 -0.0026830130507846154 0.063545022521397959 -0.10665886260898434 0.038832237459841386 -0.10211869382671231 0.10384537933230042 0.015813014379192362 0.059441123206281143 -0.073129831998047554
leaf_weight=90.668058917455085 1.8884812039905217 0.20823393035732163 0.5731966148923674 0.035830024185997789 0.79600816220045201 0.93417389232854509 0.41134112467989314 0.35460355629038509 0.27640762040391553 0.13813555249180387 0.24489139870263799 0.70548127928644178 0.13746086930720303 3.8182665029094567 0.11609136970946599 0.083953466266393995 0.11050905438605729 0.20706425414391594 0.1999762654595546 0.50478026049913216 0.13292911871394641 2.4829796210212862 0.46725175529718388 0.110331611803545 0.91395377389324028 0.12141286091150505 0.10543431136079562 0.91837986055776355 0.11430361274574352 0.21605479756703971
leaf_count=2807 32 8 30 7 7 18 9 28 4 10 40 85 108 576 15 2 7 11 19 30 6 533 9 25 30 63 5 51 22 36
internal_value=7.11949e-06 -0.00198226 1.62631e-06 0.00446955 0.000383689 -0.00525786 -0.021144 0.000156204 0.00289753 -0.00290593 0.0492611 -0.0217286 -0.0728409 0.00288832 0.002053 -0.00609689 -0.00264278 -0.00504631 -0.00178993 -0.00692994 -0.000471536 -0.00801681 0.0103657 0.00350777 0.0119996 0.0406885 -0.00639046 -0.00230511 -0.0471387 -0.0272604
internal_weight=107.996 17.3279 15.4394 8.3479 7.77471 7.09153 2.4056 1.47143 4.68594 4.16464 0.521299 1.06008 0.173291 3.9564 7.60141 3.83828 3.72219 3.63824 3.52773 3.32067 3.12069 2.61591 3.76313 3.06903 2.62834 0.694099 0.226847 1.71439 0.44069 0.330358
internal_count=4633 1826 1794 1016 986 778 140 122 638 594 44 113 115 586 871 623 608 606 599 588 569 539 248 171 88 77 68 58 83 58
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 0 1 2 2 2 1 1 2 0 0 0 2 0 1 1 0 1 1 2 0 0 2 2 1 2
split_gain=0.00685628 0.0443247 0.09723 0.0379696 0.0851962 0.0316805 0.0911148 0.230861 0.146555 0.119281 0.08514 0.055272 0.191958 0.245768 0.300512 0.0773427 0.340032 0.319551 0.187054 0.268958 0.179421 0.0669792 0.177012 0.227873 0.175134 0.362963 0.153049 0.11401 0.0551397 0.12163
threshold=0.53998383280000006 0.54353163080000011 40.679780036550007 0.54504356155000011 40.00488309970001 0.53634621715000008 0.39563186730000005 43.61821939175001 40.371455563000005 43.735142172100005 0.39431454150000006 0.39078171310000004 38.238138001450004 0.52769378160000013 0.52252926560000013 0.52252926560000013 38.751720283100006 0.52366695610000014 0.38906020780000011 0.38723391515000005 0.51657136015000005 0.37820723930000005 0.37227927305000003 38.238138001450004 0.50291907430000016 0.50101793360000013 43.111435027700004 41.600558339100012 0.39900002995000006 36.772607578000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 10 8 28 -9 11 15 -13 14 -14 18 -17 -18 19 20 21 22 24 -24 25 -1 -25 -26 29 -8
right_child=1 3 -4 -5 -6 -7 7 9 -10 -11 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 -23 23 26 27 -27 -28 -29 -30 -31
leaf_value=0.00016268694910986323 -0.027204724650108283 0.032503953789999783 0.0060082199420136879 -0.0015034310513703077 -0.0053783288640770503 0.0062941751741027799 0.0029763122972742864 0.1002967032659661 -0.10222185175194237 0.00060862343490499145 0.031552404471377429 -0.10616245105070217 0.081245217991401761 0.045711835185931499 -0.11484006565523484 -0.018374468669808849 0.081646829286733003 -0.010360575991736582 -0.041322883988747727 0.06037679157958814 -0.045531601073815098 0.021289324805699918 0.026882381385394335 -0.10945533974839326 0.011082558005647235 -0.067023096086535824 -0.010667213456853966 0.054602429131116709 -0.010998303027250031 -0.10659155155686291
leaf_weight=64.244012612780992 1.9011146154371137 1.1069793002566251 1.643334256892558 13.371336306314827 1.2802999764389822 8.2114637908625792 0.19025676889578169 0.19098893056434452 0.30121878996453677 0.32305747979975408 0.86360475959372607 0.21858744298970012 0.10802697031590469 0.4899171441247745 0.28266877797068446 1.5142175864893936 1.0187303093798616 0.59969053023814911 1.0980035617685633 0.73671617498621245 0.86845098483126903 1.4745672813878616 0.32756900321692117 0.44322627577821549 1.8802348112803877 0.8142879745864765 0.24270375957712531 0.88542737907482649 0.8979825324960018 0.216724424741642
leaf_count=1779 32 17 33 1730 39 75 12 3 71 233 19 20 18 28 55 23 24 33 30 17 40 40 9 46 33 21 19 37 47 50
internal_value=5.52979e-06 -0.00170198 -0.011806 0.000570637 0.0121877 0.000378203 -0.000227285 -0.0206817 -0.0393493 0.0376468 0.000327929 -2.11539e-05 -0.0222851 -0.00146491 -0.0606227 0.000300228 0.0156865 0.0475544 -0.000359902 0.000265505 -0.000356645 0.000201328 -0.000250398 -0.0417333 0.000369484 -0.000678229 -0.074501 0.0250155 -0.0248367 -0.0553704
internal_weight=107.745 19.3031 3.54445 15.7586 2.38728 88.4423 80.2309 2.12023 1.60618 0.514046 78.1106 77.247 1.0992 0.880613 0.390696 76.1478 3.13264 1.61842 73.0152 71.9172 71.1805 70.312 68.8375 1.0135 67.824 65.0583 0.68593 2.76566 1.30496 0.406981
internal_count=4633 1851 65 1786 56 2782 2707 416 180 236 2291 2272 121 101 73 2151 80 57 2071 2041 2024 1984 1944 74 1870 1800 65 70 109 62
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 0 0 1 0 1 1 2 0 2 0 2 1 2 0 0 1 1 1 0 0 0 0 1 0 0
split_gain=0.00893265 0.0591063 0.220174 0.100811 0.193131 0.283719 0.118966 0.109791 0.08571 0.0721404 0.382634 0.317556 0.0457576 0.450149 0.0549242 0.165654 0.13013 0.0527709 0.197032 0.120441 0.0711981 0.222479 0.0990566 0.155045 0.147974 0.0718575 0.233911 0.0999743 0.115936 0.11631
threshold=41.257948413050009 0.48032993025000009 0.3447052483500001 40.986363433950011 0.48119816770000007 0.48320409570000006 0.48149755995000004 0.42473279245000012 0.48001556840000009 0.36042334060000009 0.34650160175000005 39.852039223600009 0.50035927070000008 36.772607578000013 0.50913146310000013 36.772607578000013 0.37644082515000005 40.679780036550007 0.51484985480000012 0.55619592225000014 0.38045268105000002 0.38723391515000005 0.38906020780000011 0.52252926560000013 0.52366695610000014 0.52769378160000013 0.52401125715000008 0.39500314360000005 0.53499895210000015 0.52889135055000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 6 -5 -6 -4 -7 -1 10 -8 -12 13 -11 15 -14 -16 18 -18 -19 -20 -22 -23 -24 -25 26 -26 -27 29 -29
right_child=-2 2 3 4 5 7 9 -9 -10 12 11 -13 14 -15 16 -17 17 19 20 -21 21 22 23 24 25 27 -28 28 -30 -31
leaf_value=-0.0027890299666269349 -0.00093763830349447583 0.049676776572590731 -0.040562869820056184 0.054064522963052364 -0.043563659595239106 0.0468402141742046 -0.0028561095341645415 -0.0031850671049599086 -0.034180391862935158 0.028036828986308854 0.0028643137451838645 0.088491721788991132 -0.017976605828247484 -0.072811375086169555 -0.051779211168459016 0.027997188012831572 0.058815558907376497 -0.03864070762409115 0.024387962075516415 0.0033910202589270675 -0.078494647113495797 0.034071532598509147 -0.038496356911164695 0.028171624992636229 0.005253451385726627 0.0326246855919426 -0.10383202915648532 0.0029425832072750885 -0.0016830797149822035 -0.10281614152150841
leaf_weight=11.678113071642866 51.995829885742261 0.97339983843266864 0.70839513659302511 1.0316991358995431 0.87539521232247386 1.0448724399902856 5.7899509835988274 0.75625642436284568 0.93977800756692964 0.99333982487121619 0.77927361059118971 0.97498966447892599 1.2228803606994945 0.79832341893870762 0.51541322405683132 2.1826189104631339 0.56787903312943555 1.1563540468923741 1.0575506966561103 1.6610222534740158 0.37537988880649464 0.78315317491069691 1.1087085641975161 1.6919021947251192 0.5994126417026554 0.82086090178927307 0.29248820225757299 0.18968390094232646 13.593776103634417 0.23017543674086482
leaf_count=520 2556 7 18 5 6 46 39 35 8 29 30 31 19 25 40 35 20 20 12 54 11 19 37 29 6 16 61 12 845 42
internal_value=3.71747e-06 0.000887341 0.00266148 0.00156667 0.0173065 0.00313762 3.44808e-05 0.0258356 -0.00512705 0.000803743 0.00954027 0.0504546 -0.00140498 -0.0168988 -0.000415302 0.0114885 -0.00206027 -0.00099821 0.000702202 -0.0138603 -0.000888754 -0.00224668 -0.000764453 -0.002237 7.09774e-05 -0.00295219 -0.0305198 -0.00129473 -0.00328159 -0.0550365
internal_weight=107.389 55.393 42.7752 41.8018 3.70822 2.67652 38.0935 1.80113 12.6179 37.3851 7.54421 1.75426 29.8409 1.79166 28.0493 3.4055 24.6438 24.1283 21.311 2.81738 20.7431 19.6855 19.3102 18.527 17.4183 15.7264 0.891901 14.8345 14.0136 0.419859
internal_count=4633 2077 1549 1542 92 87 1450 81 528 1432 100 61 1332 54 1278 54 1224 1184 1110 74 1090 1078 1067 1048 1011 982 67 915 899 54
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 0 0 1 0 1 1 2 0 2 2 1 1 1 1 1 2 1 1 2 2 0 2 0 1 2
split_gain=0.00732271 0.0481218 0.186892 0.083463 0.166345 0.229668 0.0957173 0.0918308 0.0687933 0.0594326 0.32627 0.2908 0.0440127 0.191373 0.351197 0.164803 0.160546 1.67945 0.335426 0.184243 0.668556 0.316069 0.399289 0.180616 0.242931 0.145052 0.650836 0.239181 0.144909 0.114537
threshold=41.257948413050009 0.48032993025000009 0.3447052483500001 40.986363433950011 0.48119816770000007 0.48320409570000006 0.48149755995000004 0.42473279245000012 0.48001556840000009 0.36042334060000009 0.34650160175000005 39.852039223600009 0.48271009850000007 42.027798546600003 42.055256506450007 0.34575312120000007 0.34626208795000007 0.3475943834000001 0.35027394390000005 0.39431454150000006 41.32819714970001 0.40115565405000009 0.41917906650000009 41.319407281650008 41.835830569250014 0.48185683060000012 41.489621506400006 0.48149755995000004 0.37043801085000005 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -6 -4 -7 -1 10 -8 -12 25 15 -15 -14 -17 -18 -19 20 -20 -21 -23 -24 -25 27 -27 -2 -22 -28
right_child=12 2 3 4 5 7 9 -9 -10 -11 11 -13 13 14 -16 16 17 18 19 21 28 22 23 24 -26 26 29 -29 -30 -31
leaf_value=-0.002507453161191729 0.0017773317588398265 0.046626783180126502 -0.036258378809969752 0.050892708540017706 -0.038795038615713623 0.043081723715442354 -0.002566294665209422 -0.0028659968929929079 -0.030540823370758197 -0.0012773867405405767 0.0025788294682317033 0.085861712968522991 -0.062360278689015503 0.089844666022307063 -0.00031203228669473844 0.003356817732601497 -0.21884137387618763 0.10495861431844518 -0.16931598332709241 0.047237518911000691 0.060261599758636354 -0.11675996857577252 0.098244700010025332 -0.054497133517225321 0.061483917958779333 0.10822482680541819 -0.025706363199139961 -0.055723064708844527 -0.044294425142465475 0.027638076877512498
leaf_weight=11.689914408757229 19.898172895882944 0.93539983220398326 0.71299145204102288 0.98869435489177648 0.88420443981885943 1.0235974995011927 5.7989351968280962 0.75639722142938115 0.9462349899113186 29.674215498187181 0.77900257920555283 0.90787918886053376 0.7162696253508346 0.44138654496100826 20.471840980209322 3.4988228734582663 0.40485179424285922 0.26372298598289523 0.30979010032024268 0.92862068768590722 0.30605872673913836 0.37184396036900558 0.17136659515210795 0.52827493520507574 0.27440342497357051 0.68397136032581274 1.1327547803521154 0.7507044161320654 0.23382744758782792 0.62435037503018964
leaf_count=520 802 7 18 5 6 46 39 35 8 1332 30 31 30 15 1362 16 3 2 13 17 17 14 10 99 38 4 11 13 32 58
internal_value=7.40987e-06 0.000810762 0.00242295 0.00142723 0.0158628 0.00286306 3.49018e-05 0.0235565 -0.00460668 0.000731263 0.00869367 0.0474016 -0.000843614 -0.00344285 0.00159078 -0.0165886 -0.0120924 -0.0263442 -0.00334101 -0.0124829 -0.0522153 0.00235965 -0.0286047 0.00504883 -0.0148479 0.00241203 0.025464 -0.000313135 0.0149779 -0.00675154
internal_weight=107.109 55.0975 42.4613 41.5259 3.65289 2.6642 37.873 1.77999 12.6361 37.16 7.48582 1.68688 52.011 28.9211 20.9132 8.00785 7.29158 3.79276 3.38791 3.12419 0.849676 2.27451 1.34589 0.974045 0.802678 23.09 2.44108 20.6489 0.539886 1.75711
internal_count=4633 2077 1549 1542 92 87 1450 81 528 1432 100 61 2556 1668 1377 291 261 245 242 240 62 178 161 147 137 888 73 815 49 69
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 1 0 0 2 0 0 0 2 0 0 2 2 0 1 2 0 0 1 1 0 0 2 2 1
split_gain=0.00795644 0.117869 0.0819515 0.0600977 0.0939133 0.0430151 0.0386756 0.115878 0.0488643 0.162275 0.098729 0.0426349 0.051833 0.0414545 0.182344 0.0544188 0.0342599 0.104504 0.0812379 0.0668788 0.0634956 0.0591018 0.179522 0.0341368 0.0207212 0.118049 0.0673438 0.0532957 0.0380373 0.0256914
threshold=39.427119987250002 39.525197829750006 39.262923716450011 0.46735127690000006 37.345948426100009 0.41973294215000007 0.36042334060000009 0.47943175355000006 0.51484985480000012 36.952388736350009 0.5218855723000001 0.4995209724000001 0.50101793360000013 39.117456157700005 0.52290350590000012 0.52324780695000006 38.621016321050007 38.474425342400004 0.52769378160000013 0.41808628485000005 38.911218973650008 0.52925062125000011 0.5380527529500001 0.35394149875000008 0.42307116555000007 0.55877069550000014 0.56300709560000006 37.688226470200007 37.232443001650005 0.43643902880000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 -5 9 11 -10 -8 -13 14 -12 -16 17 18 -17 -18 -21 -20 -23 -9 -24 -26 -27 28 29 -28
right_child=1 -3 -4 6 -6 -7 8 23 10 -11 13 12 -14 -15 15 16 19 -19 21 20 -22 22 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.10103458309040891 -0.035007251835940063 -2.0435606297217676e-05 0.022689929628523436 -0.00060501859280967952 -0.10503674789644485 0.043130068932128812 -0.0147058719253082 0.020528752477736466 0.030656222566523963 -0.043766456163813215 -0.053831254180469579 0.024179053275118087 -0.0069685564787028489 0.025023547931521756 0.0360510292133467 -0.030246070288607776 0.029616370216569057 -0.067292946148107657 0.030261253584705605 0.022708592151264737 -0.023233793412698128 -0.10357392846856638 0.0062473502321013941 0.057779893903650015 -0.07733071242478512 0.082512070398264969 0.049799444115905832 -0.10081304447400884 0.011710310988741554 -0.10509021977202326
leaf_weight=0.025930777304287278 0.97407561412910482 84.114645578137939 1.7168596039664397 2.8751561539299959 0.13675918117712627 0.10253881288404987 1.1880135394619622 0.49206707176199405 1.0762130162129313 1.1038574303474886 0.65109997606486736 1.0907435739354698 1.0472031709505243 0.57041936456289555 0.42130597494542499 0.86719278308555559 0.9725396314661342 0.25429430361924676 0.68149300140794355 0.49397561520891009 0.76936201022328987 0.16543441346220777 3.4221836845071039 0.49195243674330413 0.20739593413142632 0.10358561789780651 0.013771526358937081 0.052447677967641937 0.59453576838006938 0.048153421219203518
leaf_count=121 48 3352 34 42 44 54 33 16 39 36 12 11 29 25 6 40 14 25 18 20 38 31 63 25 48 12 18 51 30 298
internal_value=1.44384e-05 -0.000420956 0.00172669 -8.01141e-05 -0.0473634 0.0140313 0.000557956 0.00953234 -0.00163471 -0.0105438 0.00183772 0.000482531 0.00892242 -0.0011766 -0.00271435 0.000956075 -0.000753975 -0.0044715 -0.00187654 0.00990456 -0.00526994 0.00277498 -0.0012905 0.0391522 0.00251881 -0.00999212 0.00719662 -0.00380846 0.00394168 -0.0706442
internal_weight=106.725 85.0887 21.6365 19.9196 0.265229 0.12847 19.6544 3.85918 15.7952 4.42982 11.3654 3.32596 2.13795 10.2892 9.71877 9.06767 8.64637 6.41049 6.15619 2.23588 1.26334 5.289 4.60751 0.98402 4.44207 1.01989 0.812494 0.708908 0.656461 0.0619249
internal_count=4633 3400 1233 1199 219 175 980 83 897 109 788 73 40 749 724 712 706 634 609 72 58 569 551 41 520 457 409 397 346 316
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 1 0 2 1 2 0 0 0 2 1 1 2 2 0 0 0 0 0 0 0 1 2 0 0
split_gain=0.00645704 0.095702 0.0672086 0.0526095 0.0858439 0.0375906 0.031581 0.0961471 0.0766009 0.0413915 0.0849443 0.0545752 0.161198 0.0971875 0.0330057 0.191558 0.154344 0.114208 0.0793175 0.0396845 0.289935 0.0433322 0.0655433 0.0483828 0.132239 0.0178729 0.0167418 0.0668012 0.0532299 0.23314
threshold=39.427119987250002 39.525197829750006 39.262923716450011 0.46735127690000006 37.345948426100009 0.41973294215000007 0.36042334060000009 0.47943175355000006 38.621016321050007 0.36994401365000007 36.859113051050009 0.50730517050000012 0.51484985480000012 0.51809826055000008 38.621016321050007 0.39078171310000004 0.42307116555000007 38.474425342400004 38.983591653800012 0.52252926560000013 0.52290350590000012 0.52324780695000006 0.52769378160000013 0.52925062125000011 0.53866650695000018 0.47396784530000008 0.40651477500000005 37.232443001650005 0.54284302865000023 0.54695967185000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 25 -9 10 -8 -11 -13 -14 17 -16 -17 19 -18 -15 -21 -22 -23 -24 -25 -5 -26 -28 -29 -30
right_child=1 -3 -4 6 -6 -7 9 8 -10 11 -12 12 13 14 15 16 18 -19 -20 20 21 22 23 24 26 -27 27 28 29 -31
leaf_value=-0.10093576936055421 -0.031576992643166789 -1.8392449221621716e-05 0.020647885478697878 0.0076587229162910333 -0.10456066943317124 0.039558009265580334 0.00069726778266654681 0.062450672268026947 0.0060607255193914841 0.035700002693121444 -0.030471019884334205 -0.085410468163125836 0.050182393388004981 0.023352458632807323 0.051807163877380394 -0.029981904797213604 0.054379756506421101 -0.066616490033197667 0.00089368077499295425 -0.11513513992383551 0.031925416793529275 -0.027149502599580697 0.027464642509769863 -0.089480744534162562 0.010913889856110014 -0.0081209163811617312 -0.065438097644989951 0.01236322492004714 -0.10966144661311489 0.0069966737027157763
leaf_weight=0.023484938039607939 0.97202081458817602 84.115248153838337 1.6989757968403854 1.3807599646843902 0.12427955597885898 0.10071904353425465 2.4130595190490562 0.51177047862438474 0.45513320111786015 0.44673932221485202 1.3713018335984086 0.21642560990949178 0.39910457660698639 0.60082337312633072 0.77321559190750155 1.2439080783333341 0.43504889929704382 0.27760111169561685 0.76444985375633223 0.22475967556238163 0.40831011062255118 0.86937174616878099 0.67609919066308055 0.16359662651211682 1.4423899038029047 1.4949567276780724 0.15824553910402928 1.7052176129072907 0.21334341447800376 0.86953769516657076
leaf_count=121 48 3352 34 14 44 54 47 28 13 17 22 25 9 22 15 25 24 29 44 4 5 40 18 34 16 28 369 9 7 116
internal_value=1.20636e-05 -0.000378912 0.00156206 -7.86445e-05 -0.0458017 0.0129929 0.00050354 0.00862778 0.0359072 -0.00148837 -0.0105969 0.00141113 7.22995e-05 0.00172046 -6.61191e-05 0.00842635 -0.00530149 -0.00365608 0.0202927 -0.0012722 -0.00347029 0.000387274 -0.00172453 0.00250308 -0.00120414 -0.000544407 0.0020865 -0.00223496 0.00135229 -0.0159867
internal_weight=106.55 85.0873 21.4626 19.7637 0.248484 0.124204 19.5152 3.84262 0.966904 15.6725 3.78436 11.8882 11.4414 11.225 10.8259 3.21662 2.44341 7.6093 1.1995 7.33169 6.73087 6.50611 6.0978 5.22843 4.55233 2.87572 4.38873 2.94634 2.7881 1.08288
internal_count=4633 3400 1233 1199 219 175 980 83 41 897 69 828 811 786 777 108 93 669 68 640 618 614 609 569 551 42 517 501 132 123
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 1 0 1 2 2 0 2 2 1 2 0 2 2 0 1 0 1 1 1 0 0 1 0
split_gain=0.00627268 0.113459 0.158497 0.172626 0.0640595 0.0820118 0.0711899 0.143802 0.108912 0.374254 0.0508607 0.0809029 0.0329781 0.12274 0.114731 0.143688 0.142889 0.0916068 0.0618498 0.0837341 0.0399411 0.215899 0.14339 0.0344217 0.0850573 0.104359 0.0342193 0.0308785 0.126491 0.226117
threshold=42.081757894750005 42.027798546600003 41.965446242000006 41.976795488650005 42.477827694800006 42.498713093000006 0.34521421515000011 0.34569324270000007 0.50035927070000008 0.39500314360000005 41.873095646600007 41.909642283050012 0.56974342085000018 39.427119987250002 39.476991512000005 0.43837010870000009 40.574766824850009 0.57559653900000007 40.858951393400005 41.772405911750006 0.56345618395000019 0.45218706025000005 0.56685428580000019 0.44922307715000004 0.43220262865000009 0.4417083321000001 0.62143349005000015 0.54504356155000011 0.44618424600000006 0.57299182660000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -2 -8 -9 -10 12 -12 20 26 -15 -16 -17 -18 -19 -20 23 22 -22 24 -1 -26 -14 -11 -29 -30
right_child=4 -3 3 -5 5 -7 7 8 9 27 11 -13 13 14 15 16 17 18 19 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00023499475207773926 0.012335782779217846 0.021866316129616047 -0.009787177127731278 -0.10209910975982184 0.051494245155395871 0.00031559620342752018 -0.061136602835058389 0.010210003174543257 -0.10442034907523073 0.0071202768724865657 0.037613943431188512 -0.0045347489434716488 -0.10283698055055981 0.10140956021367256 0.10165164423738898 -0.10760196497429649 -0.0096421443236829364 0.088015878117200283 -0.10162402504871333 0.099088148010258559 -0.11171788690821927 0.0084928831824841542 -0.016001452078666111 -0.017636262857708054 0.051080982209173655 -0.006380229823637916 0.024269291407195775 -0.056997385008003214 0.099994744780748879 -0.064668673706890764
leaf_weight=64.090537842051944 1.0786140742648296 2.4068088509657164 0.57785841832664253 0.31192813307859346 0.31702658775626247 25.353985048793241 0.61687886278377835 1.6702338272589261 0.45651509135495905 1.1182610994437707 0.92274867812511618 0.89916807978401891 0.10552744965509342 0.16652688002432103 0.15741145983338345 0.11193471954080514 0.61730930305202492 0.20594590987684569 0.047404736021888993 0.037014928981534467 0.30676094657655895 1.3106286929153155 0.31954640443115068 1.0908230248121515 0.71766686012415337 0.56482080956629943 0.026499235144283428 0.40327817578145175 0.1855966045986861 0.15144292018916872
leaf_count=1598 48 36 40 17 17 1829 27 26 35 9 17 35 202 6 12 87 11 25 90 7 22 50 21 35 34 15 215 19 4 44
internal_value=9.05035e-06 0.00050562 -0.000202638 -0.0421485 -0.00117876 0.000947632 -0.0107877 -0.0162071 -0.00925263 -0.023294 0.000317916 0.0168124 -0.00011215 0.0146789 0.0237199 0.0127282 -0.00100018 0.012146 0.058467 -0.0136191 -0.000431229 -0.0145864 -0.0628827 -1.871e-05 0.000275259 0.0257745 -0.0773253 -0.0033673 -0.019209 0.0260061
internal_weight=106.347 74.9949 72.5881 0.889787 31.3518 25.671 5.68082 4.60221 3.98533 2.31509 71.6983 1.82192 69.8764 1.47557 1.34355 1.17702 1.01961 0.907675 0.290366 0.0844197 68.4008 1.93694 0.626307 66.4638 65.373 1.28249 0.132027 1.85858 0.740318 0.33704
internal_count=4633 2575 2539 57 2058 1846 212 164 137 111 2482 52 2430 655 238 232 220 133 122 97 1775 93 43 1682 1647 49 417 76 67 48
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 2 0 1 0 2 1 0 2 2 2 2 0 1 0 1 0 0 0 0 0 1 1 2 1 0
split_gain=0.00627823 0.0407887 0.0929127 0.086036 0.045811 0.0221191 0.108721 0.0268227 0.0235943 0.0816956 0.0641749 0.0223551 0.0124992 0.0116998 0.0542542 0.0763188 0.102129 0.170039 0.0823382 0.150511 0.0573573 0.0485533 0.0738561 0.20151 0.0437638 0.0863879 0.0511391 0.0296632 0.0364083 0.0363237
threshold=49.292797572200008 0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 48.823707093150006 0.42615490555000007 0.31638274305000008 0.4560492201000001 41.873095646600007 0.32467590790000006 0.43486721955000007 48.553014326500012 44.279556297950009 43.895345911700005 43.930205408700004 0.48001556840000009 0.34524415440000006 0.49405706415000006 0.40651477500000005 0.55877069550000014 0.47721625100000004 0.47943175355000006 0.50386215985000016 0.54191491270000014 0.37644082515000005 0.4172030777500001 47.309807198350008 0.4690129038000001 0.59336546810000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 12 9 10 11 -9 -3 14 -10 -16 -17 -18 -19 -20 -21 -15 -23 -24 25 -25 -27 29 -29 -26
right_child=-2 5 -4 -5 -6 6 -8 8 13 -11 -12 -13 -14 21 15 16 17 18 19 20 -22 22 23 24 27 26 -28 28 -30 -31
leaf_value=-0.10059389948369386 -0.0061419829942974159 0.034351402411940846 0.062879828859807682 -0.090376465140112328 0.086490674865910722 -0.061070765724602773 0.0097004507617956589 -0.005942479946731573 -7.659463379803427e-05 -0.1011119283838396 -0.08982367805330882 0.051071609666472777 0.0092496893910113207 -0.072223373301693969 0.054161225482945941 0.048151840132565689 -0.11036960720708677 0.057926111898577631 -0.084699311942718472 0.063554693023542538 -0.10061995625758367 0.017725190598037177 -0.11151786700094959 0.073876948117273855 -0.047448904365110317 -0.10180923332237035 -0.0037582867316595992 0.05711309194877684 -0.015029704326772215 0.017747473509373578
leaf_weight=0.016413729811488476 1.6337505440022386 0.28789329196172175 0.30318995113339042 0.098968919244896369 0.064609407592797652 0.33493267415906203 0.61685114654574136 0.14280926803273564 97.970560551859109 0.10296084736482669 0.063752574081787916 0.13265299797058105 0.63791951164603233 0.10906998877180685 0.43784544029040162 0.36388899013400056 0.15318133309483528 0.21100618690252304 0.18376692896708846 0.16481425577603659 0.024435206412817934 0.90148794138804111 0.20084842926189572 0.058138639249591506 0.13942729002519627 0.13447401225130307 0.088002662851067726 0.22067190173584095 0.10242314810375319 0.22076367855424905
leaf_count=132 314 59 12 45 13 13 48 36 3053 70 189 10 4 79 9 15 3 3 12 19 126 17 38 23 34 122 22 28 39 46
internal_value=9.17549e-06 0.000105354 0.0290927 -0.0278205 0.0485909 -2.93148e-05 -0.0152039 0.000110836 -4.27714e-05 -0.0230924 0.000588625 0.0215135 0.0170554 5.74598e-05 0.000216054 0.0188464 0.00480363 -0.0165933 0.00800292 -0.0202374 0.0423571 -0.00719746 -0.00376495 -0.0203978 -0.00141108 -0.0346607 -0.0630243 0.0122441 0.0342434 -0.00748957
internal_weight=106.122 104.488 0.483182 0.179992 0.0810231 104.005 0.951784 103.053 102.127 0.442176 0.339215 0.275462 0.925813 101.685 99.5095 1.53894 1.10109 0.737204 0.584023 0.373016 0.189249 2.17531 2.06624 1.16475 0.963901 0.280615 0.222477 0.683286 0.323095 0.360191
internal_count=4633 4319 202 190 145 4117 61 4056 3993 305 235 46 63 3688 3240 187 178 163 160 157 145 448 369 352 314 167 144 147 67 80
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 0 1 1 0 0 0 1 1 2 0 0 2 1 1 2 0 1 0 0 2 0 2 1 2 1
split_gain=0.00648692 0.038658 0.156405 0.0691496 0.145101 0.255142 0.113258 0.0702199 0.189174 0.0557761 0.0515891 0.0964918 0.369752 0.276193 0.0643584 0.0661852 0.0446658 0.1559 0.0686554 0.120919 0.172438 0.29976 0.114383 0.178291 0.0997003 0.139765 0.0889663 0.0830661 0.0901928 0.0631749
threshold=41.257948413050009 0.48032993025000009 0.3447052483500001 41.037275035300006 0.48185683060000012 0.5195503128500002 0.42473279245000012 0.34527409360000011 0.48104847160000008 0.48001556840000009 0.48271009850000007 0.35986946500000005 0.34626208795000007 40.165165956550005 0.49688632075000011 0.49820364660000011 40.767054867700004 0.34479506600000004 0.34494476210000008 39.571921479100006 0.47943175355000006 0.34515433670000012 0.47774018740000007 0.47757552170000012 39.032633164100012 0.47604862130000009 39.788107623550012 0.34548366815000003 39.117456157700005 0.34458549145000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 7 -5 -6 -7 -4 -9 16 -10 12 -12 -14 -13 -16 18 -18 24 20 21 -20 23 -21 25 -1 -26 -23 -29 -28
right_child=-2 2 3 4 5 6 -8 8 10 -11 11 14 13 -15 15 -17 17 -19 19 22 -22 27 -24 -25 26 -27 29 28 -30 -31
leaf_value=-0.002751370879150344 -0.00079951201594083247 0.043506383731484528 -0.015183982097475604 0.049355867622267291 -0.056439032224300911 0.057597070194533299 -0.0017282890397359663 0.057150756943860161 -0.02424600649024022 -0.02735010574033497 -0.0042211641532145603 -0.033750687556381165 0.01118681836465292 0.10245262620696044 0.041596910401693846 -0.00087479956084069376 0.030475859646351963 -0.034456839584742743 -0.11585978468281233 0.09122788625291163 0.098067254394008152 0.098563699784276648 -0.0083483431660407881 -0.0039319588448270618 -0.039764085525581305 0.060211778755962536 0.014229636030859591 0.066264968841006286 -0.10930728482215729 -0.025907080375769338
leaf_weight=2.3105849897922863 51.447825430433561 0.89816083200275798 2.7472967728972426 0.90794832259416525 0.55162064172327507 0.58036789490142815 0.72231031594046158 0.59860136171482636 0.8255638276323215 0.9530639201402672 3.0645309537649146 0.58792605865221759 0.63383146845444549 0.69536033403710462 0.37165868096053856 28.727357679881607 0.51155015706061924 1.3339968018535726 0.14234744807359634 0.33039589758402632 0.34756064135581255 0.19788590484204649 2.6068027240689844 0.48725488036870956 1.2579184896312656 0.4160323031246661 0.85762421837353009 0.070339465122190248 0.050098406616598368 0.72255277945623675
leaf_count=198 2556 7 19 5 29 17 30 12 10 8 22 24 28 26 9 1311 33 38 9 69 7 7 24 2 26 6 34 44 3 20
internal_value=5.87458e-06 0.000766038 0.00222597 0.00132198 0.016602 0.000564199 0.0247023 0.000218587 0.00141041 -0.0040918 0.000454526 0.00105287 0.014884 0.0589321 -0.000994166 -0.000332342 -0.00218793 -0.0164587 0.000500283 0.0100986 0.0448897 0.00476901 0.0018873 0.0345202 -0.00680049 0.00685566 -0.0199202 0.0587116 -0.00676762 -0.00412331
internal_weight=105.956 54.5085 41.9125 41.0144 2.76225 1.8543 1.30268 38.2521 35.5048 12.596 34.9062 34.0807 4.39372 1.32919 29.6869 29.099 11.6429 1.84555 9.7974 4.23269 0.808232 0.460671 3.42445 0.817651 5.56471 2.72662 2.8381 0.318324 0.120438 1.58018
internal_count=4633 2077 1549 1542 81 76 47 1461 1442 528 1430 1420 76 54 1344 1320 520 71 449 165 70 63 95 71 284 204 80 54 47 54
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 1 0 0 0 1 1 2 2 2 0 2 2 2 2 2 0 0 0 0 1 0 2 1 0
split_gain=0.00637031 0.0802051 0.0626917 0.0226677 0.0751048 0.0960459 0.133899 0.0570407 0.106871 0.0791933 0.102386 0.0382887 0.043531 0.0368957 0.0333374 0.0210076 0.188958 0.116556 0.110662 0.070848 0.0866749 0.23002 0.0895595 0.0764392 0.0606325 0.114368 0.0862824 0.0364702 0.0680514 0.174297
threshold=39.427119987250002 39.525197829750006 39.262923716450011 0.42039160505000012 0.40115565405000009 0.54191491270000014 0.40896979130000005 0.5485614203000001 0.55688452445000014 0.55980359870000018 0.45218706025000005 0.46280051495000007 38.911218973650008 38.804629908750009 37.345948426100009 0.51484985480000012 38.621016321050007 38.983591653800012 38.324118171300007 38.751720283100006 37.140760352250005 0.52769378160000013 0.5206281249000001 0.52366695610000014 0.50730517050000012 0.36994401365000007 0.50101793360000013 37.995872310650007 0.34422622080000004 0.47076434840000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 15 -6 -7 -5 -9 -10 -11 13 14 -12 -13 16 18 -18 24 20 23 22 -22 -17 25 26 27 28 29 -1
right_child=1 -3 -4 7 5 6 -8 8 9 10 11 12 -14 -15 -16 19 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.026603771333425202 -0.029291414860978183 -4.6390818036391008e-05 0.020037596953537243 0.024265386685360345 -0.0066072771915427295 -0.0085445935698779587 -0.10973566675731559 -0.10504900422975452 0.071839296951038259 -0.08755667875693432 0.013431229122170797 0.041801199452583773 0.085419590879008883 -0.01980775443582292 -0.10095844624778688 0.03873541074750779 -0.06314355769908743 -0.0071167520215326399 0.052438492435046273 0.023976154300531766 -0.015157141652238332 0.034219342709288489 -0.073781965819564074 0.00029402544770051994 -0.034006125020543329 0.057686572854537425 -0.032421480646817928 -0.0081785443304555651 0.0054642963753859901 0.10292922389440194
leaf_weight=0.18003759075329107 0.94841182151867442 83.603488997347341 1.6905409276914714 1.2552877456564613 1.4694437810276202 0.2761947637995944 0.24834446484982209 0.097734393508261408 0.15019938148179779 0.13469922345214547 0.70156957593738389 0.040209365528562357 0.11105081016842178 0.63731130082578602 0.027575850884595354 0.68112477194517795 0.72842661065078551 0.7574031817202922 0.45408163741771534 1.5434780038194729 0.48292102268896975 0.52638747949822562 0.56599717986864562 2.1502414630631392 0.4507638267969013 0.3724968607421032 0.69855386926792551 1.4551458078947233 3.0668962698783573 0.24557124718558043
leaf_count=129 48 3352 34 26 40 11 31 34 14 84 48 241 27 18 61 23 23 22 15 23 10 21 31 50 21 14 12 25 136 9
internal_value=1.42033e-05 -0.00037443 0.00156421 -3.65775e-05 -0.00153393 -0.0197199 -0.0564538 0.00772315 -0.00320392 0.00231793 -0.00400134 0.0034143 0.0468737 -0.00239063 -0.0162752 0.000991409 -0.00222596 -0.0345838 0.00471821 0.00553853 -0.000919419 -0.0197215 -0.0467911 0.00954164 0.0013688 0.00401817 0.000477504 0.00512248 0.0106643 0.0481352
internal_weight=105.752 84.5519 21.1997 19.5091 16.3535 1.99398 0.524539 3.15564 1.90035 1.80262 1.65242 1.51772 0.178836 1.33888 0.0677852 14.3595 8.40938 1.48583 6.92355 5.95015 4.40667 1.57531 1.04892 2.83137 6.46947 6.0187 5.6462 4.94765 3.49251 0.425609
internal_count=4633 3400 1233 1199 646 82 42 553 527 493 479 395 329 66 302 564 406 45 361 158 135 62 41 73 346 325 311 299 274 138
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 0 1 0 1 0 0 1 1 0 1 1 0 0 1 2 2 2 2 2 1 0 2 2 0 2
split_gain=0.00602015 0.055132 0.0161974 0.0307514 0.0149018 0.0124098 0.00854205 0.0435467 0.0273917 0.0230466 0.0333542 0.0141123 0.0255161 0.0157476 0.0186636 0.00846419 0.0719187 0.0867984 0.0428907 0.0201732 0.0391101 0.0846511 0.0363139 0.0374993 0.0115863 0.0166619 0.0915565 0.143472 0.0757486 0.233463
threshold=0.59930840395000018 0.45824975300000009 0.45932756505000005 0.60710757165000018 0.68131193680000013 0.61311038590000011 0.49585341755000006 0.63528038085000016 0.4985778869000001 0.66718062335000017 0.65010029640000011 0.5225142959500001 0.51869704500000013 0.63013083440000017 0.50634711535000021 0.45736654595000009 0.56065686655000013 0.56300709560000006 0.48616807880000007 41.772405911750006 42.686561923500008 48.553014326500012 39.476991512000005 38.911218973650008 0.4529056016000001 0.56579144335000009 42.546237522150008 42.283941020600004 0.56065686655000013 40.858951393400005
decision_type=2 2 2 2 2 2 2 2 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 5 -5 7 -7 -8 10 11 12 13 14 -10 24 -17 -18 19 22 -21 -22 23 -19 25 28 27 -27 -1 -30
right_child=1 2 3 4 -6 6 8 -9 9 -11 -12 -13 -14 -15 -16 16 17 18 -20 20 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00014496903208366995 -0.10156504312714582 0.072549240719916322 -0.10081884955861838 0.065536499719275443 -0.10041709648456608 0.022949181647625497 0.090490482562091912 -0.10138855741321338 0.046727452831335628 0.045208137935290084 -0.10215039055593544 -0.10048159471589478 0.0988470764250442 -0.1012375041261012 -0.10027609358424466 -0.10352557238636209 0.085480212103723321 -0.10088777941372246 -0.10051115414729923 0.048067928894804386 -0.10335297730843473 0.041915530941173076 -0.10084765251008138 0.044012996020134441 -0.012669759802079709 0.0073705409340408569 -0.010809204498308193 0.069262206431938145 -0.074398262596890738 0.0084872186417680653
leaf_weight=97.625753364420376 0.059216172338507622 0.029445846629641892 0.030583055305328344 0.032694564912027602 0.013479909059783135 0.081308195777694436 0.037706066359532997 0.043098016195419753 0.037047823628427068 0.069698155414203544 0.040212305610024757 0.011260362046979111 0.027469776026919135 0.016290128856772057 0.011261885579671116 0.051579606018548385 0.15318056674459513 0.023473174069621905 0.039054151425915506 0.21643841138575226 0.066973168432014063 0.10002034960052697 0.042990770617507224 0.074687323820398888 0.71796233571811185 2.1309817143841907 1.8676212461825796 0.45441066101193417 0.54725390358703296 0.89658181641425472
leaf_count=3149 43 6 85 50 179 47 6 38 22 51 89 65 7 34 84 15 8 74 82 15 78 15 34 10 63 129 89 9 32 25
internal_value=1.2751e-05 -0.0105113 0.000685486 -0.00399499 0.00302987 0.00644726 0.00130038 -0.0201251 0.011922 -0.00197078 -0.0248789 0.00519238 0.0181166 -0.0162124 0.0124582 6.69472e-05 0.0105239 0.0187305 0.000589805 0.00811657 0.0200147 -0.0163448 -0.0242043 0.00936279 -1.0135e-05 7.76635e-05 0.00606162 0.0182487 -0.000191305 -0.0229287
internal_weight=105.55 0.540772 0.481556 0.45211 0.421527 0.408047 0.375353 0.124406 0.250947 0.21324 0.143542 0.10333 0.0920696 0.0645998 0.0483097 105.009 0.768398 0.716818 0.563637 0.524583 0.383432 0.166994 0.141151 0.0981605 104.241 103.523 4.45301 2.58539 99.0696 1.44384
internal_count=4633 806 763 757 672 493 443 85 358 352 301 212 147 140 106 3827 331 316 308 226 108 93 118 84 3496 3433 227 138 3206 57
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 2 2 1 2 0 0 2 1 1 2 0 2 1 1 0 2 2 1 1 1 1 1 1 0 0
split_gain=0.00595408 0.0422598 0.0285503 0.0423707 0.01518 0.0422556 0.0240358 0.0151064 0.0130983 0.0545034 0.0117189 0.0800993 0.125766 0.116828 0.204326 0.0626885 0.198339 0.0556389 0.0527388 0.0232072 0.134777 0.272429 0.060518 0.0568545 0.0946199 0.165251 0.0470366 0.0452206 0.155477 0.0664255
threshold=0.46636328255000009 0.57927906350000014 0.45736654595000009 42.686561923500008 41.559097512700014 39.476991512000005 39.065416244600009 0.4529056016000001 48.553014326500012 0.60134427115000011 0.56579144335000009 42.546237522150008 0.43837010870000009 0.45051046375000009 40.94178426300001 0.56065686655000013 40.858951393400005 0.43694799560000003 0.44393880420000004 0.54986377655000018 42.154118731400011 43.521589032450009 0.43593006200000012 0.42802610700000004 0.42926858475000007 0.43349001525000008 0.42209814075000007 0.41917906650000009 0.54353163080000011 0.53998383280000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 10 9 -5 15 12 17 14 -14 18 -17 -12 19 23 -21 -22 -23 26 -25 -26 27 29 -29 -1
right_child=1 -3 3 8 -6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 20 21 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00042035119926528864 -0.10111401333522577 -0.0024495085318707644 0.017472211349220546 -0.10326922133253176 0.062736409357960946 -0.021968910321763319 0.10124812257583099 -0.014245409401088309 0.018209573822740389 0.064494551733930913 0.027485132298362996 -0.010521588821759131 0.023960736800162717 0.017933790623050977 -0.10611788622935499 -0.069691026207432505 0.0076670002765656404 0.084948707579658084 0.02884026554377607 0.0029479019623470082 -0.10776825246705857 -0.022135436359372949 0.095354430650740118 0.089990333098153519 -0.048742804502196757 0.055075202303331329 -0.017778944454234086 -0.014105395673308664 0.036821794415415443 -0.013736210217330189
leaf_weight=86.522590953201828 0.046752050123800348 0.60757984708163659 0.066438350544216429 0.059389219938225324 0.16093288734555244 0.11282574012602709 0.070680441334843636 0.74424631014492959 0.044064041132514831 0.028735377200064249 0.37295880673386417 1.8941393489515119 0.24910246516736601 1.3972901323838867 0.23437356908107176 0.52689792651290079 0.89342361033413908 0.30735676915071508 0.63567152867474774 1.8074781412899761 0.33802843093872059 0.076907335001465071 0.10196958389133215 0.18247542269364814 0.2802817182820263 0.33847222971815683 1.4716393512990169 1.0966451029526063 1.3222790227737276 3.4465381828990749
leaf_count=2662 30 905 46 70 8 19 3 72 12 6 31 103 47 37 17 32 25 21 25 99 22 43 4 23 35 63 32 21 35 85
internal_value=1.03774e-05 -0.00949909 6.97602e-05 0.0229389 0.0387823 0.0233589 0.0606561 -4.93821e-05 -0.0263065 -0.0485654 5.27019e-05 0.00506982 0.016601 0.00327322 -0.0390972 -0.000172986 -0.0210306 0.0534463 0.000130479 -5.76941e-05 -0.00992934 -0.0549576 0.0448402 0.000184703 0.0267099 0.00804796 -4.17284e-05 0.000240806 0.0137334 -0.000121958
internal_weight=105.438 0.654332 104.784 0.543066 0.410877 0.249945 0.137119 104.241 0.132189 0.0881246 103.497 4.45522 2.56108 1.88077 0.483476 99.0413 1.42032 0.680316 97.621 96.9853 2.32438 0.516905 0.178877 94.6609 0.801229 0.618754 93.8597 92.3881 2.41892 89.9691
internal_count=4633 935 3698 164 76 68 49 3534 88 76 3462 256 153 101 64 3206 57 52 3149 3124 168 69 47 2956 121 98 2835 2803 56 2747
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 1 2 2 0 0 0 0 1 2 2 0 2 0 2 0 0 1 0 2 1 0 0 2
split_gain=0.00640121 0.0687065 0.0486762 0.0263881 0.318005 0.168813 0.0761784 0.0485283 0.214916 0.108954 0.0891674 0.215957 0.123848 0.0914223 0.0562081 0.0901567 0.0783353 0.248217 0.0667694 0.0553832 0.0757253 0.0470578 0.0520224 0.0456389 0.0527332 0.0298743 0.0604131 0.159556 0.0674644 0.0677155
threshold=39.427119987250002 39.525197829750006 39.262923716450011 39.032633164100012 0.52252926560000013 0.52401125715000008 38.911218973650008 0.42039160505000012 38.621016321050007 38.621016321050007 0.54284302865000023 0.54695967185000016 0.5485614203000001 0.55877069550000014 0.37820723930000005 38.324118171300007 37.140760352250005 0.52769378160000013 36.772607578000013 0.56300709560000006 37.688226470200007 0.5218855723000001 0.52863686715000002 0.37043801085000005 0.50101793360000013 37.995872310650007 0.34422622080000004 0.47076434840000009 0.49194634890000005 36.257608591500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 7 9 10 14 -9 -12 -13 -14 15 23 18 -18 21 -15 -21 -16 -23 24 25 26 27 -1 -28 -30
right_child=1 -3 -4 4 5 -7 -8 8 -10 -11 11 12 13 19 16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.024110034067700348 -0.027180212451338084 -7.5863227549668088e-05 0.017965026782861587 -0.070039347403860072 0.059192855976549143 -0.012653140131973065 0.028451317782469239 0.029193804038711364 0.091408307334049158 -0.028555127092011464 -0.10420299107913045 0.10204884642115215 -0.10512664518713762 0.077272278989505547 0.027657403541161647 0.050230103393234228 -0.06198563844100255 0.0020554922005003788 0.040172868550388582 0.0043295923061779712 -0.10248688029677762 -0.02623863642099494 0.0089676643295445516 0.02404653471778033 -0.019896538180071574 -0.0074049080676768658 -0.024612272583014135 0.10264398974543183 -0.0019322246094958279 0.031776230077403537
leaf_weight=0.17925835570894877 0.94584626017240125 83.34538665290691 1.6673947295967071 0.6214004997164001 0.5480142682790754 0.81105944519663353 0.98244553553695269 0.7176268662096853 0.30535920864986099 1.4308472409502417 0.22300764510873694 0.11536647006869305 0.087508927976159612 0.088200135751321795 0.42226478049997318 0.4376666030684645 0.90265725224006166 1.8367195810606061 0.45175236558861787 0.6424199959564646 0.074015492615046696 0.89212119791773126 0.79259892120245468 0.92946548631880421 1.0693567625712601 1.4574479568902914 0.61897694531235048 0.22266556898830459 1.4063348989584485 1.0342075672233475
leaf_count=129 48 3352 34 19 8 41 34 14 16 36 8 2 37 12 29 13 44 43 22 346 65 24 50 19 18 25 83 9 30 23
internal_value=8.94058e-06 -0.000380006 0.00157249 0.000156338 -0.0107784 0.0163171 0.00140666 -0.000219614 0.0134055 -0.00239964 0.00117903 -0.0151589 0.00455054 -0.00805732 0.000558005 0.00621456 -0.00729501 -0.0190468 0.00528646 0.00249955 -0.0067057 -0.00219344 -0.00967537 0.00342981 0.000229788 0.00460521 0.00966209 0.0461116 0.00487378 0.0123521
internal_weight=105.259 84.2912 20.9682 19.3008 1.98047 1.35907 17.3203 16.3378 2.2535 14.0843 1.94815 1.23052 1.00751 0.892145 12.6535 7.35538 5.29811 2.73938 2.55874 0.804636 0.716435 2.10698 1.68472 6.91771 5.98825 4.91889 3.46144 0.401924 3.05952 2.44054
internal_count=4633 3400 1233 1199 68 49 1131 1097 500 597 484 470 462 460 561 349 212 87 125 423 411 103 74 336 317 299 274 138 136 53
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 2 0 1 1 2 0 0 2 0 1 2 2 0 1 1 1 1 0 2 2 2 2 0 0 0
split_gain=0.00636749 0.151808 0.143992 0.105946 0.089818 0.172485 0.113439 0.047258 0.140381 0.210055 0.188125 0.371818 0.186911 0.109055 0.0445237 0.311852 0.250122 0.137158 0.0927241 0.110592 0.124084 0.0700664 0.0714325 0.362623 0.0589155 0.04615 0.0955029 0.0330878 0.0950329 0.177098
threshold=0.39019789825000006 0.38906020780000011 0.39048232090000007 0.38723391515000005 0.51657136015000005 36.654713368950006 0.52468488970000016 0.37820723930000005 0.37227927305000003 38.238138001450004 0.50291907430000016 0.50101793360000013 43.321682097200004 0.5054040298000001 0.35331277505000008 40.806664626150003 43.321682097200004 0.49588335680000006 0.34900152690000003 0.34708541665000009 0.3465914194000001 0.36042334060000009 0.50035927070000008 36.772607578000013 38.751720283100006 48.109449608500007 44.952171034750002 0.48911709230000006 0.48458129995000004 0.48368312325000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 -6 -7 8 10 -10 11 14 -11 -12 17 21 -17 18 19 20 27 24 23 -23 -16 26 -18 28 29 -1
right_child=2 -3 -4 -5 5 6 -8 -9 9 12 13 -13 -14 -15 15 16 25 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00038137543430514777 0.032583898656734493 -0.03984247846902883 -0.00024491872248513243 0.031916285669477143 0.018378904207244657 -0.071419151408848636 -0.0090196142495527713 0.018174058631320569 0.030367254011131186 -0.1083959610507635 0.048824073615942841 -0.071152972388229915 0.0085104743043399322 0.0083063877256375571 0.052008823170581378 -0.10888692156584888 0.060167136677364279 0.030098274550359669 -0.033267134429363077 0.020874592699115575 -0.035399152588578502 0.026300347319032382 0.015406141602186736 -0.070249998835122965 0.0010660653649344242 0.054332455641807845 -0.10306662706650171 -0.012815989403172717 0.014758242100345745 -0.036094591809120127
leaf_weight=45.520075811134262 1.3968485819714178 0.96808067835809097 30.704120757704523 1.0266766454733431 0.67320797580759872 0.68638498077552845 0.50619603706627458 1.4240288357250381 0.29833708424121042 0.43247030450038437 1.1891565709956915 0.74218982015736301 0.20000874606193975 1.5050270548163096 0.45919335207359724 0.50376908622961014 0.06607325091772509 1.5507290014065791 0.82778119070604717 2.531407251096538 1.0005428222939361 0.83181286120969866 0.99706775933736924 0.73071907255098267 0.4490021319288644 0.12658359715715051 0.078337719343835488 1.8987646927125741 4.3546333992853752 1.3711579835508008
leaf_count=1298 18 32 2484 32 12 41 30 40 9 47 42 21 18 28 49 51 17 28 22 24 17 30 8 20 17 5 66 24 63 40
internal_value=9.95524e-06 -0.000506501 0.0011836 2.25305e-05 -0.000438955 -0.0220893 -0.0449334 0.000145725 -0.000233687 -0.0388006 0.000304249 -0.000784778 -0.0714267 0.0261901 4.03172e-05 -0.0098547 -0.0672138 0.000751182 -4.02255e-05 0.000445065 -0.000510061 0.00296029 -0.00550675 -0.0188515 0.0268233 0.0102549 -0.0283813 0.000146789 0.000627086 -0.000685227
internal_weight=105.05 72.9494 32.101 71.9813 70.9547 1.86579 1.19258 69.0889 67.6648 0.930816 66.734 64.0398 0.632479 2.69418 63.2977 4.24256 0.774764 59.0551 57.5044 56.6766 54.1452 3.4678 2.5596 1.56253 0.908195 0.270995 0.144411 53.1446 51.2459 46.8912
internal_count=4633 2131 2502 2099 2067 83 71 1984 1944 74 1870 1800 65 70 1779 263 139 1516 1488 1466 1442 124 58 50 66 88 83 1425 1401 1338
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 0 0 2 2 0 0 2 0 0 0 1 1 0 1 1 0 1 1 0 0 1 1 2 2 2
split_gain=0.00578484 0.0896942 0.209771 0.160517 0.0889171 0.302746 0.151947 0.246265 0.321657 0.0874935 0.206837 0.168261 0.0679991 0.212878 0.0923776 0.083873 0.152469 0.153883 0.123124 0.0745969 0.21452 0.06089 0.154188 0.18359 0.126819 0.0685565 0.160163 0.125286 0.290017 0.159572
threshold=0.37977904855000005 0.37227927305000003 39.852039223600009 43.321682097200004 0.50291907430000016 0.50101793360000013 0.5054040298000001 41.257948413050009 43.118479346150004 0.50291907430000016 0.50218556330000019 40.040404835300002 0.5132031975000001 0.51484985480000012 0.5195503128500002 0.38906020780000011 0.39019789825000006 0.5218855723000001 0.38723391515000005 0.39048232090000007 0.52252926560000013 0.39078171310000004 0.39394030120000006 0.52769378160000013 0.52889135055000014 0.39563186730000005 0.39995808510000008 43.61821939175001 43.663128814500006 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 -6 -8 -9 10 11 -2 -11 -14 -15 18 -17 -18 -16 -19 -21 -22 23 -23 -25 -24 27 29 -29 -27
right_child=9 2 3 -5 6 -7 7 8 -10 12 -12 -13 13 14 15 16 17 19 -20 20 21 22 25 24 -26 26 -28 28 -30 -31
leaf_value=3.4603975830488809e-05 0.090511185080838524 0.0022161958135469974 -0.10788244861253729 -0.00088038833307365868 0.045293313717314154 -0.064356559062377861 0.039415875998937096 -0.1054765384677844 0.015629313908909943 -0.040458226675745113 0.10716730786927553 -0.10793051761382844 0.085485074134120723 -0.033534528931504007 -0.0074986304508910633 -0.039999609587551756 0.0878228809536441 0.024229528095127142 0.048165160302132727 -0.11492795356017625 0.02845440751446713 -0.11435823294884162 0.020424606691415562 0.043408732476267094 -0.053713071097538992 0.0069313165560455706 0.00093932550301463339 0.098351391372187805 -0.079106363551676981 -0.10302762864708792
leaf_weight=63.136420150066954 0.068118460093102295 1.1653744922368776 0.39637608729572082 0.21691973820816202 1.1555004257825197 0.73871529537427605 0.77160807151813038 0.39236121054273099 0.49725532415459384 0.40092588356605929 0.24049441219904111 0.11463577665445257 0.29545791420969081 0.79127759217362736 0.71767445831210241 0.92917501718329631 0.20328175999691467 1.2754148999229098 0.89035614780732431 0.16283486278151826 0.74186610360630112 0.25271039040535725 1.6529670597301471 0.23874526150757447 0.3077562541293446 0.19332906771160452 25.99657365693907 0.17638776497915387 0.19271223602572718 0.41586830400183317
leaf_count=1779 7 28 43 28 42 21 14 14 33 31 6 43 11 30 28 28 9 15 24 8 19 62 48 8 36 13 1988 2 109 106
internal_value=6.44857e-06 -0.000534387 -0.0226969 -0.0700363 5.66862e-05 -0.000710079 0.0174447 -0.00192601 -0.0377839 0.00102776 0.046228 -0.0339648 0.000493905 0.000957261 0.000246528 0.00102475 -7.03954e-05 0.00109593 0.0233221 0.000538142 -0.000458054 0.000159791 -0.000553527 -0.0438762 -0.0112843 0.000655927 -0.000555459 -0.0402768 0.00569823 -0.0681321
internal_weight=104.729 68.4705 1.77867 0.613296 66.6919 63.8751 2.81673 1.66122 0.889617 36.2586 0.423249 0.182754 35.8353 35.4344 35.1389 34.3477 32.7396 31.8104 1.60803 31.6072 30.3318 30.1689 29.427 0.799212 0.546502 28.6278 26.9749 0.978297 0.3691 0.609197
internal_count=4633 2002 99 71 1903 1800 103 61 47 2631 56 50 2575 2544 2533 2503 2451 2423 52 2414 2399 2391 2372 106 44 2266 2218 230 111 119
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 2 2 1 0 0 0 0 1 2 1 1 0 2 0 1 0 1 1 0 1 0 0 0 2
split_gain=0.00658528 0.0662421 0.0883609 0.0531734 0.0631229 0.0429086 0.0408079 0.0803471 0.0565114 0.0311977 0.0246162 0.0927041 0.0850964 0.125258 0.0627651 0.132831 0.0456225 0.180917 0.0340291 0.170883 0.217564 0.147362 0.0939622 0.0540007 0.0308551 0.0257268 0.388742 0.0276702 0.041704 0.0233796
threshold=38.751720283100006 38.621016321050007 38.536700832000001 39.032633164100012 0.39170982905000007 38.324118171300007 38.060777288450005 37.892416320650007 0.34422622080000004 0.53998383280000006 0.52324780695000006 0.52863686715000002 0.5195503128500002 0.37820723930000005 37.140760352250005 0.36618664115000005 0.39431454150000006 0.5296248615500001 36.016191615950007 0.49877249185000011 0.36510882910000009 0.50291907430000016 0.36476452800000009 0.34007963835000005 0.41973294215000007 0.36551300860000008 0.4995209724000001 0.49877249185000011 0.49688632075000011 37.232443001650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 10 -8 -7 12 -12 13 14 15 18 -13 -18 19 20 22 25 23 24 -1 26 27 28 -20 -19
right_child=3 -3 -4 -5 -6 9 8 -9 -10 -11 11 16 -14 -15 -16 -17 17 29 21 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10093147236075967 0.033992323413955437 -0.035959489978111707 0.053201690754819467 -5.4152130921855652e-05 -0.00040416175561110444 -0.028962692327935087 -0.00056702448593362489 -0.040400542740193779 0.035824538349355929 -0.0025352444052854249 -0.033434471525807995 -0.019589803681649347 0.036005050728708403 -0.053462772614810861 0.026876480809367276 -0.062875289274294172 0.10338624763785596 -0.01276691762804099 0.023107348128740407 0.015999457120274937 -0.12548534915129067 0.059478907447239875 0.10056946397265494 -0.097565154482572483 0.042372050541061634 0.012979917818483001 -0.11322059004488257 0.0088860060778934904 0.10158427508344706 0.0081757949485994751
leaf_weight=0.018447069057382692 1.0143891794868971 0.55134193090998529 0.29849497518989743 87.417005988117509 1.1255011075613763 0.92824562123055787 1.0365012715387809 0.51883448094962936 0.72531142642583279 0.86106010363903351 0.94356786289426953 0.74938607582589645 0.73571237057331007 0.40880597948125785 0.97054738433143928 0.32382732251426194 0.1861822456121448 0.81040210587841111 0.14634085001694053 1.059500051764189 0.23225826770067215 0.50281557254493225 0.077329849824309349 0.072792321317085795 0.080993193812901154 0.47496075928211212 0.26492867991328239 0.17992033064365387 0.12603814899921417 1.5575650484813079
leaf_count=71 26 17 18 3502 43 24 15 35 56 29 41 11 21 29 41 11 2 398 48 15 3 6 5 55 27 4 5 3 4 68
internal_value=3.76189e-06 -0.00194716 -0.000634958 0.000327085 0.0159011 -0.00178345 0.000337051 -0.0020384 0.0144148 -0.0162451 -3.24531e-05 -0.00579014 0.00427637 -0.000449444 0.00433396 -0.00181145 0.00210573 0.00847119 0.00429861 -0.00645459 -0.0558299 0.0140768 0.00899569 -0.0321196 0.0157879 -0.00507186 -0.0170261 0.0393187 0.059421 0.00100846
internal_weight=104.399 14.8421 14.2908 89.5569 2.13989 13.9923 12.203 10.4412 1.76181 1.78931 9.92232 4.2471 5.67522 4.93951 4.5307 3.56015 3.30354 2.55415 3.23633 1.54132 0.481821 1.695 0.249562 0.172233 0.0994403 1.19219 0.717228 0.452299 0.272379 2.36797
internal_count=4633 1062 1045 3571 69 1027 974 903 71 53 868 520 348 327 298 257 479 468 246 176 161 70 158 153 98 64 60 55 52 466
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 0 2 0 1 1 2 2 1 1 1 0 1 0 0 1 2 1 1 0 1 0 2 2 0 2
split_gain=0.00549678 0.0501589 0.0198826 0.0161311 0.0139507 0.0255216 0.0250055 0.0189247 0.0120316 0.031362 0.0118089 0.0110913 0.0209135 0.0094439 0.0182064 0.0085536 0.00664418 0.0630811 0.0735886 0.0380499 0.0166164 0.0318225 0.0528895 0.0302257 0.00855919 0.0129373 0.0643981 0.127896 0.0546809 0.175398
threshold=0.59507200385000003 0.45824975300000009 0.59751205050000011 0.59930840395000018 44.749265482150008 0.61797550970000004 45.711398460000005 0.63528038085000016 0.49585341755000006 0.4985778869000001 48.109449608500007 40.806664626150003 0.4671267327000001 0.51869704500000013 0.52366695605000013 0.64803449000000013 0.45736654595000009 0.56065686655000013 0.56300709560000006 0.48616807880000007 41.772405911750006 0.46097422230000007 0.47447681205000009 0.56915960600000015 0.4529056016000001 0.56579144335000009 42.546237522150008 42.283941020600004 0.56065686655000013 40.858951393400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 -3 -4 5 -5 -6 11 -8 -10 15 -7 -13 -12 -15 -11 24 -18 -19 20 23 -22 -23 -20 25 28 27 -27 -1 -30
right_child=1 2 3 4 6 7 8 -9 9 10 13 12 -14 14 -16 -17 17 18 19 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0001143444984143494 -0.101382793160241 -0.10079430283744657 0.098262784218754395 -0.10042831888799453 0.072375714743957542 0.055280957189303419 -0.045878613878727798 -0.10040432633556323 0.098229299904107559 -0.0061141191363625978 -0.018946151277530424 0.10027147583022565 -0.10035653283836131 0.10085513302906356 -0.0022645381284164129 -0.10075373416009965 -0.10311548267304659 0.083179047831653641 0.0080972795020629092 -0.10047057103748802 0.051086028081910539 -0.10244241477510137 0.023862875979986403 -0.10080168342722987 -0.010884859943537358 0.0058373249714383756 -0.0085850687345780819 0.066708846220737292 -0.066918466028860132 0.0068711511344472899
leaf_weight=96.512308191214686 0.054115599316029717 0.018791904630035106 0.017516046922821715 0.035282471828530504 0.055042662119376473 0.042210865693071753 0.049854516508503366 0.014802335624967577 0.033214102357305819 0.017911046976223588 0.081071898069694726 0.0079373586922883987 0.015041952390220104 0.024714000523090363 0.055731515756860972 0.020457985194980211 0.045932894208823849 0.13659371354606265 0.088584948379320849 0.034905780020977772 0.1627036887803115 0.045900202821940184 0.11938093387288973 0.035783066088235671 0.71844938143516301 2.0897856555655347 1.8838749749679662 0.41345742531120766 0.50475073624056566 0.89036323241452919
leaf_count=3149 54 26 9 149 8 50 25 290 3 8 37 1 96 1 62 33 15 8 18 70 12 73 17 81 63 121 88 9 32 25
internal_value=3.83473e-06 -0.0100248 7.34562e-05 0.00409967 0.00046088 -0.0295796 0.0107063 0.00166979 -0.00129017 0.00824621 -0.00670581 0.0248471 -0.031057 0.00514079 0.0294153 -0.056575 5.64231e-05 0.00998406 0.0183113 0.000126894 0.00788949 0.0196916 -0.0112133 -0.023235 -8.12581e-06 6.82652e-05 0.00538094 0.0158914 -0.00016979 -0.0198259
internal_weight=104.226 0.543696 0.489581 0.470789 0.453273 0.115275 0.337998 0.0799925 0.282955 0.233101 0.199886 0.0651902 0.0229793 0.161517 0.0804455 0.038369 103.683 0.669785 0.623852 0.487259 0.452353 0.327985 0.165281 0.124368 103.013 102.295 4.38712 2.50324 97.9074 1.39511
internal_count=4633 852 798 772 763 586 177 437 169 144 141 147 97 100 63 41 3781 294 279 271 201 102 90 99 3487 3424 218 130 3206 57
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=0 2 1 0 1 2 2 2 1 0 2 0 2 2 2 2 2 1 0 0 2 0 0 2 0 2 2 2 0 1
split_gain=0.00547745 0.0724303 0.0815304 0.039233 0.0114979 0.0604843 0.142725 0.114972 0.047315 0.0674468 0.0581779 0.0190658 0.113831 0.116344 0.161342 0.142393 0.106396 0.0279121 0.019836 0.029992 0.142163 0.0129517 0.0208501 0.140553 0.0668552 0.110056 0.216729 0.132669 0.0218005 0.0641366
threshold=0.39672464895000009 48.823707093150006 0.31118828780000007 0.3733870243500001 0.32467590790000006 48.96897326980001 48.823707093150006 42.055256506450007 0.32012514595000008 0.41229304515000009 35.771221912400001 0.47396784530000008 38.171717059500004 38.983591653800012 39.065416244600009 42.123054668150012 44.952171034750002 0.34377713240000007 0.47500074850000013 0.47604862130000009 42.546237522150008 0.47642286160000008 0.47721625100000004 41.542492784600007 0.47709649410000005 41.808689985400001 42.686561923500008 42.783136484500005 0.47787491390000009 0.34491482290000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 8 9 -2 -11 12 -6 -14 -15 -16 17 -17 -13 20 -20 -21 23 -23 25 -25 -27 -28 29 -24
right_child=4 -3 -4 -5 11 -7 -8 -9 -10 10 -12 18 13 14 15 16 -18 -19 19 21 -22 22 28 24 -26 26 27 -29 -30 -31
leaf_value=0.021064099041072135 0.071185141310830355 -0.035260849501654389 0.023614982003422894 -0.10174877567942714 0.010811854893268268 -0.003726538848495053 0.10212976227467184 -0.10109764509701494 0.064171627464689393 0.035655448306755426 -0.10349435186269329 0.013213851361936584 -0.11125739228992837 0.081646130421443863 -0.10507960549158274 0.062614184586187546 -0.091594340837602817 -0.001722580555049437 -0.072541809823175693 0.012689303607734993 0.030062499939530193 -0.052679742741572111 -0.012776146255886162 0.080764293930315895 -0.017587814649362602 -0.10617770211152276 0.10346833135460157 -0.01840323197021013 -0.00015847844239308924 0.012763037218186056
leaf_weight=0.037443519089729538 0.070370284505755554 0.5335665541497292 0.76011997195684033 0.085195143749860369 1.1782656124320561 1.5194986697752029 0.20374767296016216 0.088146126190622454 0.17294288938865066 0.048387935501523316 0.079267595496105514 1.1455604202637903 0.16898958390464702 0.13030083943158388 0.21971044169833931 0.12968580418964848 0.099962683949343045 0.14047881000723805 0.28250918301637185 0.81150902942954317 0.25868916766921757 0.55604627216234703 1.3060349784791458 0.25251780822873093 0.60959744651336223 0.13919823415926658 0.17398032173514366 0.18356927404920498 88.772623256672375 3.9793975704815239
leaf_count=16 7 30 49 135 128 16 4 53 12 7 48 35 11 2 124 12 79 35 38 14 28 14 16 4 13 18 3 45 3579 58
internal_value=2.95895e-06 -0.00617343 0.0114079 -0.0642521 8.81194e-05 0.00726908 0.0324746 0.00156284 0.0259561 -0.00741891 -0.0507495 -6.77555e-05 -0.00957169 -0.0365838 -0.0190607 -0.0413078 -0.00345241 0.0291607 0.000131779 -2.22022e-05 -0.0234976 0.000109068 2.69405e-06 -0.0103274 0.00700319 0.0270103 -0.000315176 0.0408983 0.000213002 0.00645228
internal_weight=104.137 1.41633 0.882759 0.122639 102.721 2.18236 0.662863 0.459115 0.370969 0.198026 0.127656 100.539 2.06739 0.889128 0.720139 0.589838 0.370127 0.270165 98.4712 97.3257 0.541198 96.7845 95.973 1.91491 1.35886 0.749266 0.496748 0.35755 94.0581 5.28543
internal_count=4633 230 200 151 4403 147 131 127 74 62 55 4256 391 263 252 250 126 47 3865 3830 66 3764 3750 97 83 70 66 48 3653 74
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 1 2 0 0 1 0 0 0 0 2 1 2 0 2 1 2 2 2 0 1 2 0 1 1
split_gain=0.00601696 0.0427365 0.138162 0.0753234 0.0420295 0.0302333 0.133905 0.043463 0.02532 0.0386527 0.0239238 0.0160319 0.0218412 0.0121133 0.0681893 0.124233 0.0374619 0.0319694 0.0174008 0.0141502 0.0876298 0.0515654 0.0367895 0.0791404 0.108142 0.139533 0.182643 0.105561 0.129865 0.0580555
threshold=0.31100865245000009 49.247968080500009 49.064150740050003 0.39614083410000006 44.952171034750002 48.96897326980001 0.36042334060000009 49.064150740050003 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.58035687555000015 0.61400856260000014 0.39672464895000009 0.43486721955000007 48.823707093150006 0.32737043805000005 40.099856909850011 0.42615490555000007 44.578137159850009 0.34491482290000003 44.908704241950012 43.895345911700005 43.930205408700004 0.47787491390000009 0.34524415440000006 44.279556297950009 0.49405706415000006 0.40651477500000005 0.42209814075000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 13 -7 -8 -9 -10 -11 -12 -13 -2 15 16 17 18 -15 22 -21 -22 -16 -24 -25 -26 27 -27 -29 -30
right_child=5 -3 -4 -5 -6 6 7 8 9 10 11 12 -14 14 19 -17 -18 -19 -20 20 21 -23 23 24 25 26 -28 28 29 -31
leaf_value=-0.1005489547368027 -0.0109623498412994 -0.0014038102719287147 0.10598862115674444 -0.08759867229247921 0.085662175211249206 -0.1044100154041262 0.062485670573638366 -0.075016891014030321 0.10115503044351266 -0.10053396416225145 0.040973509914343044 -0.10202693968859877 0.001978439132253092 0.012264489320669276 -0.00013588406747971131 0.1019241448268738 -0.10159986793667922 -0.020417210398703287 0.10076639349216315 -0.10299843389621066 -0.062240674363883836 0.00085426067942209825 0.051746389851968035 0.043749100469552736 -0.10914684188435463 0.058092759031229901 -0.11527895315129105 -0.082389056028692564 0.1005284365316638 -0.014749758703995093
leaf_weight=0.015170305353676583 0.99357461064403096 1.4944266180100385 0.15671643614768982 0.088921733020043803 0.060305076622171327 0.14877864918798245 0.10409497402906709 0.053554547001601449 0.033183559775352478 0.028341840421035158 0.058562861289829016 0.026928412101369759 0.080705443681836186 0.044487248683479308 96.315414478633798 0.1847115084528923 0.034912586613729313 0.13823961022717413 0.044376730918884277 0.093269441535084652 0.13970330185793489 1.7786832242791204 0.42937350053034506 0.43734102684538789 0.13841429725289345 0.34685328975319862 0.11838079697672299 0.16967344470322132 0.083723064699370298 0.091356550803084247
leaf_count=132 58 22 1 45 13 21 8 98 1 61 20 54 72 41 3153 4 139 22 2 18 42 391 9 24 3 6 16 12 7 138
internal_value=1.77725e-06 0.00570813 0.0388063 -0.0252372 0.0482343 -9.96765e-05 -0.0238283 0.00728151 -0.0131485 0.00140144 -0.0156141 -0.00113255 -0.0240422 2.50955e-05 0.000133625 0.0391162 -0.00516107 0.00966444 0.0564604 -4.02738e-05 -0.00834257 -0.00374052 0.000129922 0.0142344 0.00261121 -0.0163589 -0.000502876 0.0191431 -0.0200438 0.0403763
internal_weight=103.932 1.81554 0.321114 0.164397 0.0754754 102.117 0.53415 0.385372 0.281277 0.227722 0.194539 0.166197 0.107634 101.582 100.589 0.446728 0.262016 0.227104 0.088864 100.142 2.01166 1.91839 98.1305 1.81512 1.38574 0.948401 0.809987 0.691606 0.344753 0.17508
internal_count=4633 213 191 190 145 4420 335 314 306 208 207 146 126 4085 4027 208 204 65 43 3819 451 433 3368 215 206 182 179 163 157 145
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 0 0 0 2 2 2 0 0 0 2 1 2 2 2 1 2 2 1 0 0 0 1 0 2
split_gain=0.00556537 0.0810568 0.178573 0.155697 0.0754793 0.055342 0.274458 0.133879 0.226972 0.109229 0.101889 0.0553342 0.0527204 0.18865 0.0751371 0.184602 0.0692796 0.180405 0.22941 0.239061 0.0391712 0.266863 0.221659 0.119825 0.613912 0.432379 0.409516 0.0539389 0.0580611 0.336553
threshold=0.37977904855000005 0.50291907430000016 0.50218556330000019 40.040404835300002 0.51657136015000005 0.37227927305000003 0.51484985480000012 0.50291907430000016 0.50101793360000013 41.600558339100012 43.321682097200004 38.238138001450004 0.5132031975000001 0.51484985480000012 0.52157121045000021 39.354247760400007 0.39048232090000007 38.110427674550003 39.476991512000005 39.788107623550012 0.35331277505000008 40.806664626150003 43.321682097200004 0.3475943834000001 0.49194634890000005 0.49588335680000006 0.49067393190000008 0.36042334060000009 0.50035927070000008 36.772607578000013
decision_type=2 2 2 2 2 2 2 2 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 7 10 8 20 -9 11 -7 -3 -14 15 -15 17 -16 -19 -20 23 27 -23 24 26 -25 -1 -22 29 -29
right_child=1 12 -4 -5 -6 6 -8 9 -10 -11 -12 -13 13 14 16 -17 -18 18 19 -21 21 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.00020472484381109428 0.089083183442807884 -0.035657552797434808 0.10566891017376884 -0.10716844988101791 -0.031177027891242742 -0.042810421507256669 0.050886366329807975 0.0084137703691641585 -0.05652883797782185 0.052418033879354259 0.0030768899000876175 -0.10707876973823856 0.083219100687510913 0.016930282568112298 -0.020470420300483176 -0.050720407240566916 -0.00014483765751060657 0.070727006067271114 -0.043047405362431422 0.047058686257527946 0.023517548651156406 -0.10532501181677881 0.010549313161799453 -0.0082041107664052679 -0.079659164960492371 0.07555748124088707 0.063750805715044975 0.02731313147753649 0.013710028448914464 -0.067911106159534315
leaf_weight=53.937886600864388 0.066226416347929695 0.39850013790532912 0.2206039089760452 0.10376458956049817 0.79426462084893401 0.23727267666254082 0.34932389087043703 1.766652994876494 0.72014597686938842 0.82868794726164186 0.20866280177142471 0.30769857703944581 0.27633939110091787 0.72576016696257173 0.9431905243545694 0.90800459363833852 30.155593559851418 0.8870615218766037 0.57113289088010766 0.60777462145779282 0.88565755290641535 0.46963327723116766 0.2545740980986011 1.7593554186472524 0.96053435280918975 0.94853003206662823 1.0201220442540933 0.78556850013922053 0.97535516542848189 0.7035775292983999
leaf_count=1442 7 31 6 43 48 11 9 33 21 37 19 45 11 31 12 26 2402 13 15 34 66 51 88 33 11 24 6 30 8 20
internal_value=1.35498e-06 0.00100909 0.0463148 -0.0307112 -0.00053081 -0.000168154 -0.0223833 0.000203003 -0.000707982 0.0224643 -0.0563452 -0.0790973 0.000510227 0.000921144 0.000267606 -0.0206682 0.00129895 0.0157675 0.0323115 0.00340594 -6.68555e-05 -0.00954806 -0.0645928 0.000592061 -0.000402804 0.0211363 0.000982408 0.00235101 -0.00525552 -0.0176775
internal_weight=103.777 35.864 0.390595 0.169991 67.9135 67.1192 1.10296 66.0163 63.4209 2.59534 0.753634 0.544971 35.4734 35.0749 34.7985 1.63376 33.1648 3.00916 2.06597 1.17891 62.7008 4.07437 0.724207 58.6264 55.9185 2.70789 54.958 3.35016 2.4645 1.48915
internal_count=4633 2631 56 50 2002 1954 84 1870 1800 70 75 56 2575 2544 2533 57 2476 74 62 49 1779 263 139 1516 1459 57 1448 124 58 50
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 0 0 1 1 2 2 2 1 0 1 2 1 1 0 0 2 2 0 1 1 0 0 0 2
split_gain=0.00634048 0.0407741 0.0980455 0.0356867 0.121939 0.501663 0.434231 0.135865 0.310328 0.210483 0.228053 0.153377 0.100353 0.0978853 0.0561482 0.0544297 0.04526 0.180139 0.141082 0.428793 0.133474 0.0766835 0.226991 0.160215 0.489603 0.0684911 0.0310344 0.632341 0.268634 0.156835
threshold=41.257948413050009 41.16018805045001 0.48077901860000011 41.741384785950011 0.48077901860000011 0.48185683060000012 0.48271009850000007 0.50947576420000018 0.40115565405000009 0.41917906650000009 41.319407281650008 41.542492784600007 41.362929270750008 0.3453339720000001 0.55234873210000013 0.34512439750000007 41.909642283050012 0.3459626957000001 0.34626208795000007 0.49194634890000005 0.51657136015000005 42.027798546600003 42.055256506450007 0.48389269780000005 0.37043801085000005 0.42473279245000012 0.49588335680000006 0.49194634890000005 0.49688632075000011 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -6 -7 12 -9 -10 -11 -12 -8 15 -13 -2 17 -5 -19 -20 -21 23 -23 -18 -25 -26 27 -24 -28 -30
right_child=3 2 -4 16 5 6 7 8 9 10 11 14 -14 -15 -16 -17 21 18 19 20 -22 22 26 24 25 -27 28 -29 29 -31
leaf_value=0.00017925855242339133 0.0082184983662288488 -0.0058824207826771169 0.035524422379931427 0.027687006615865803 -0.077281250046268873 0.055286135117225736 -0.054661387534684802 0.042919577791397573 -0.1159884834869232 0.097598350539489051 -0.11324490815770079 0.082706364113671743 -0.014688755685254266 0.028824042762154015 -0.03851493744222486 -0.016186422252101387 0.00015348896957132597 0.0075117249873968041 -0.14602972278061674 0.075233572711835298 -0.035761809536412656 0.073116646452069056 0.0012691006036687318 -0.17636723165747992 -0.040961818400666192 0.048118825187352901 0.06007395275985529 -0.07886528540083676 0.040600808668677567 -0.0037679773080565495
leaf_weight=50.548458554296644 2.0788490159885655 1.2021915372529854 1.0906414019996189 2.5390248246358729 1.071840666234493 1.0512673519551752 1.0474646613001826 0.96606357316522895 0.25816101650707424 0.1513229213389593 0.17932854801227194 0.077685538694368006 1.5686113713527445 1.3634093478322027 0.075195415178541225 1.6307338473998241 1.2018871128930673 1.2642679810523985 0.27494244155968761 0.19383870530873537 0.24562055860383225 0.42506938005430939 19.302310555234921 0.23241222277283657 0.14949332221294753 0.20421836289915518 0.78687889128923139 1.0376591715587427 0.86288415128364881 10.384628766137945
leaf_count=2011 36 21 45 30 9 10 18 36 8 10 25 16 32 33 39 12 39 5 8 5 38 17 806 8 17 28 5 16 11 1239
internal_value=4.64415e-06 0.000770872 0.0138137 -0.000795127 -0.00568685 -0.0148133 -0.00235665 -0.0163715 0.00556818 -0.0430824 -0.0041574 -0.0505076 -0.0306936 0.00591135 0.0230829 -0.00250991 0.000645921 0.0100592 -0.0125608 -0.0480828 0.0131965 -0.00058361 0.000515759 -0.0207505 -0.0636157 0.0104696 -0.000437477 -0.00281902 0.00358769 -0.000364103
internal_weight=103.466 52.8413 2.29283 50.6251 11.5199 6.44694 5.3751 4.32383 1.70776 0.741693 0.483532 0.33221 2.61608 5.07299 0.152881 3.70958 39.1051 4.51769 1.97867 0.714402 0.439459 34.5874 32.7994 1.78801 0.586124 0.353712 32.3744 20.34 12.0344 11.2475
internal_count=4633 2077 66 2556 284 203 194 184 134 98 90 80 50 81 55 48 2272 86 56 51 43 2186 2094 92 53 45 2077 822 1255 1250
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=2 1 0 1 1 0 2 2 2 0 0 1 2 2 1 1 2 0 1 2 0 1 0 2 1 1 2 1 0 2
split_gain=0.00555996 0.0231472 0.0282961 0.0222258 0.0220753 0.0126783 0.0113878 0.034503 0.0131939 0.215503 0.0743647 0.179842 0.0191316 0.0800724 0.00795952 0.00922 0.00760879 0.0777552 0.140876 0.0998315 0.0872297 0.143744 0.138154 0.0753975 0.0716042 0.0810538 0.0461948 0.0535801 0.0334399 0.0188738
threshold=34.969856643350006 0.36476452800000009 0.50730517050000012 0.34007963835000005 0.38906020780000011 0.54413041525000005 35.374259656300005 35.771221912400001 36.377496227400009 0.50730517050000012 0.50035927070000008 0.36510882910000009 36.859113051050009 36.558960102350007 0.43540612555000008 0.43643902880000007 38.751720283100006 0.54695967185000016 0.4289991317500001 38.474425342400004 0.50730517050000012 0.39048232090000007 0.49194634890000005 37.345948426100009 0.44765126795000004 0.4529056016000001 39.032633164100012 0.39170982905000007 0.55877069550000014 39.117456157700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -2 -8 9 10 11 -9 13 -10 -7 -16 17 19 -19 20 22 -22 -14 -23 28 -26 27 -18 -20 -28
right_child=6 2 4 -5 5 14 7 8 12 -11 -12 -13 16 -15 15 -17 26 18 24 -21 21 23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.034353714733038852 -0.0078285815690144808 0.085607426077585924 0.00081598033114936195 -0.083173530567027476 0.068006246948684693 -0.10070751288648752 0.032038956388075968 0.091641514508466873 0.060931444206326381 0.016034688439010125 -0.11091269461105838 -0.11042822055866959 -0.0043369748153346543 -0.0052957902085164496 0.06379035071174842 -0.10015318246147245 0.03216511420765919 0.091589914705091646 -0.10481988412663999 -0.039692763216100928 -0.046081259540210806 0.019336776018041898 0.03897806717622232 -0.013773715417656386 0.08281201318040099 0.00099343451888146152 -0.013423409953394583 6.4804426088651732e-05 -0.012303506773843108 7.4608782350143275e-05
leaf_weight=0.023681423035418259 1.8527789390122951 0.050296700181206688 0.62597814830951393 0.050201689653483983 0.084613753046141937 0.0072868436438966446 0.33674461898968289 0.076924655420951948 0.26300704230262972 0.94960624159992335 0.21795370802283287 0.10304239392280579 2.3748666698448937 0.59686495038009646 0.013741033792030066 0.0045716801006114851 0.96977795102429754 0.22963431070092954 0.076483408493913885 0.80183069987788247 0.97170931735308874 1.0780307313325468 1.0672735879197714 1.8996369987441992 0.14946029481643563 0.63762525837546136 1.0486171342599835 1.1210846809065058 0.079863904893727522 85.449204804568978
leaf_count=76 37 11 19 47 12 29 37 45 18 65 5 2 75 54 3 207 26 12 26 32 24 23 27 53 9 96 34 43 18 3468
internal_value=7.27434e-06 0.00801253 0.0130398 -0.045503 0.00808198 0.0493507 -6.00179e-05 8.32014e-05 -2.42333e-05 -0.00985248 -0.0716302 -0.024056 0.000109793 0.014961 -0.0123113 0.0228626 -2.05737e-05 -0.00273106 0.0213484 -0.00617859 -0.00254298 -0.0126848 0.00909333 -0.00178644 0.00425145 0.01653 0.000266004 0.0149535 -0.0575615 -8.90283e-05
internal_weight=103.212 0.860371 0.786488 0.0738831 0.736191 0.110213 102.352 100.499 100.162 1.34753 0.397921 0.179967 98.815 0.859872 0.0255996 0.0183127 97.9551 9.36642 1.17307 8.19335 7.39152 3.94938 3.44214 2.97767 0.943433 0.787086 88.5887 2.09086 0.156347 86.4978
internal_count=4633 404 281 123 270 251 4229 4192 4155 117 52 47 4038 72 239 210 3966 395 161 234 202 100 102 76 149 105 3571 69 44 3502
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 2 2 0 2 2 1 2 1 0 2 2 1 1 2 0 0 0 2 0 2 0 1 1 2
split_gain=0.00586415 0.0467007 0.0436696 0.0743786 0.0751725 0.0734967 0.12336 0.0637407 0.0524221 0.140694 0.0621342 0.0357032 0.0337984 0.0264164 0.232198 0.0729181 0.151935 0.106177 0.0913365 0.0884358 0.0496058 0.156316 0.0667832 0.0939569 0.0356964 0.0770911 0.0242943 0.023323 0.0866962 0.0202007
threshold=0.47938684470000009 0.47961138885000004 0.34626208795000007 0.34569324270000007 0.3459626957000001 0.47880302985000006 42.283941020600004 48.109449608500007 0.47847369840000004 40.250747516500006 40.621691032550004 0.34560342505000002 41.935569238650011 0.34458549145000011 0.47736594710000008 41.16018805045001 41.32819714970001 0.34521421515000011 0.34515433670000012 41.362929270750008 0.47673722340000008 0.47568935060000012 0.47757552170000012 41.909642283050012 0.47757552170000012 40.300545846000013 0.48001556840000009 0.35799826355000003 0.36166581840000006 42.654057868200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 -5 6 12 27 11 -10 -11 13 -4 14 -1 17 -17 18 24 -18 21 -21 23 -22 25 -15 -3 -8 -29 -28
right_child=1 26 5 4 -6 -7 7 -9 9 10 -12 -13 -14 15 -16 16 19 -19 -20 20 22 -23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0013130805202421734 0.014409749527817589 -0.011859947067032186 0.018593689919842234 -0.0043487188482252033 -0.088815447079409665 0.1009768221394263 -0.10188536377358458 0.038351346492664078 0.0090367988686539582 -0.015375095686148416 -0.061133106739283863 0.022881644070346974 0.097181408843087541 0.026964458153794186 0.06250270194789892 0.026466227369663503 -0.039933322292750345 -0.04796650982181782 0.026191581306354392 0.0068541342006967669 0.029235630339600083 -0.10606136722681586 -0.016637462805527959 -0.0084601269703270393 -0.036009903611507979 -0.031825983646322831 -0.00051476679571950054 0.085128336223954645 -0.10294796734851093 0.0036730842106956207
leaf_weight=6.6209763979628482 2.3097453061491242 1.694590271974447 0.09400001525799595 0.22600154782230575 0.1973843977029901 0.10506011079996824 0.093920393427907811 0.083669172134250402 1.1867074235342436 0.56026140227913834 0.63094825619282346 0.68353181915881478 0.1309787640493596 0.40374208846507487 0.62389496690593649 1.8471714251268165 0.70214415341615666 0.80029685024440089 0.6456262026913463 0.37998361670906877 1.385844403877855 0.18100158974948499 1.2702543003251774 1.2645720311920738 0.66808690875768661 0.49835742759205459 63.623198214851648 0.038918795429253805 0.066197877816570383 14.064377038595884
leaf_count=544 41 36 69 28 17 4 15 3 16 16 27 16 8 41 10 8 3 33 4 35 16 52 27 35 5 60 2116 69 24 1255
internal_value=6.91867e-06 0.000392862 -0.00146709 -0.00224305 -0.0437275 0.024844 0.00908905 -0.0348847 -0.00138011 -0.0153335 -0.0396118 0.000465746 0.0643461 -0.00042033 0.00418244 -0.00373935 0.00184038 -0.0167465 -0.00547059 -0.00693468 -0.00176476 -0.029578 0.00221487 0.0112502 -0.0184894 -0.00551384 -1.49809e-05 -0.065671 -0.0333139 0.000243392
internal_weight=103.081 81.6919 21.3895 20.7768 0.423386 0.612745 0.507685 0.282706 20.3534 2.37792 1.19121 17.9755 0.224979 17.292 7.24487 10.0471 7.03097 3.01611 2.21581 5.1838 4.48166 0.560985 3.92067 2.65042 1.57019 0.9021 79.3822 0.199037 0.105117 77.6876
internal_count=4633 3448 1185 993 45 192 188 111 948 59 43 889 77 873 554 319 176 143 110 168 165 87 78 51 106 101 3407 108 93 3371
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 0 1 1 0 1 0 1 1 0 0 0 2 2 1 1 1 1 2 0 2 2 2 0 0 2
split_gain=0.00647389 0.031876 0.132011 0.0553694 0.11935 0.195715 0.100696 0.0595715 0.155486 0.0493335 0.22175 0.0690908 0.40139 0.0604524 0.045502 0.0377207 0.150132 0.0992532 0.0795347 0.0782624 0.0572372 0.0594257 0.0469801 0.222442 0.146131 0.111154 0.0842848 0.0555256 0.1023 0.313043
threshold=41.257948413050009 0.48032993025000009 0.3447052483500001 41.037275035300006 0.48185683060000012 0.5195503128500002 0.42473279245000012 0.34527409360000011 0.48104847160000008 0.35585760905000008 0.48735067810000005 0.34575312120000007 0.34626208795000007 0.49820364660000011 0.48001556840000009 0.56685428580000019 40.722669576350008 40.636252116050009 0.43075057630000008 0.4373072662500001 0.43837010870000009 0.45107930900000009 40.00488309970001 0.51484985480000012 40.330620469300008 39.896141435400004 40.467253020850002 0.50386215985000016 0.51809826055000008 37.345948426100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 7 -5 -6 -7 -4 -9 11 -11 -10 -13 -12 -1 22 17 18 -17 -20 -21 -22 25 -24 -25 27 -26 -15 29 -29
right_child=-2 2 3 4 5 6 -8 8 9 10 13 12 -14 15 -16 16 -18 -19 19 20 21 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=-0.0019044392782750865 -0.00080420532831520586 0.040800570548380273 -0.013813731078577718 0.045652924444264678 -0.051047013799733046 0.053848313879102265 -0.0033745533584717902 0.052978628197328861 -0.0012026715087744659 -0.075117464409137788 0.02673062594554412 -0.014366143788474917 0.071401106284976604 -0.013695703864577028 -0.024583864432104793 0.10180597763260249 0.080771334645111659 -0.1121340509631462 -0.083620085762580801 0.10203421439450028 -0.10081490684916149 0.0072348205455628496 0.034973068466587535 -0.043740715737492504 0.010122404199460304 0.034907404354999838 -0.016973645196364601 -0.02755483600786849 -0.0013364714924563245 0.062694582316711808
leaf_weight=11.349892321913021 50.268215306177403 0.86436382494866748 2.7685371041297904 0.86843572929501478 0.52164328796789039 0.55080978112528078 0.69622771374903891 0.57546253928739943 2.5761863077059415 0.39822440103853551 0.82315873212792467 1.2570214644074442 0.96422146456461622 2.8203294285413127 0.95941995456814844 0.083266213532510958 0.2768728128362169 0.073579670843855527 0.10105051246219421 0.061174929791945831 0.052837167097926518 1.3891267243383851 1.0163637836812984 1.4158761883445548 1.7791401874164874 0.91461911960504849 3.2360399379613227 0.65266421343403525 12.678609279642187 0.93485454043002392
leaf_count=520 2556 7 19 5 29 17 30 12 18 11 43 10 37 54 8 6 44 12 20 4 66 456 21 44 17 18 50 28 435 36
internal_value=7.52027e-06 0.000782378 0.00214126 0.001295 0.0152928 0.000385818 0.0219005 0.000293246 0.00143922 0.000554018 -0.00101461 0.00994066 0.0228646 2.77816e-05 -0.00367213 -0.000771911 0.012319 0.00155681 0.00651418 0.00156801 0.0072949 0.00327561 -0.00182023 -0.00850016 -0.0153707 0.000943401 -0.00736129 -0.000874654 0.00165999 0.025591
internal_weight=102.928 52.66 40.3507 39.4863 2.63712 1.76868 1.24704 36.8492 34.0807 33.5052 28.7078 4.79743 2.22124 28.3096 12.3093 27.4864 2.03791 1.76104 1.68746 1.60419 1.50314 1.44196 25.4485 7.44742 6.43106 18.0011 5.01518 17.0865 14.2661 1.58752
internal_count=4633 2077 1549 1542 81 76 47 1461 1442 1430 1365 65 47 1354 528 1311 608 564 552 546 526 522 703 132 111 571 67 553 499 64
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 1 1 0 0 1 1 0 0 1 1 2 2 1 1 1 2 1 1 0 0 2 2 1 0 2
split_gain=0.0064443 0.0288237 0.0148309 0.0136748 0.0124135 0.0151042 0.0113338 0.00788577 0.00986841 0.0100694 0.00784792 0.00576512 0.0674125 0.0395492 0.106946 0.0326532 0.0340172 0.169151 0.033728 0.041267 0.0302523 0.0152619 0.0607605 0.116177 0.0427826 0.0684137 0.0275344 0.0370298 0.0392258 0.0160328
threshold=34.823977857500005 32.724174661450007 0.49405706415000006 0.38906020780000011 30.518512326550006 0.38045268105000002 0.38723391515000005 0.54191491270000014 0.54450465555000005 0.43540612555000008 0.40206880030000008 0.57212358910000016 0.57403969940000021 0.43643902880000007 0.43837010870000009 40.574766824850009 40.858951393400005 0.44922307715000004 0.46112391845000006 0.4690129038000001 37.345948426100009 0.44618424600000006 0.44922307715000004 0.5619592227500001 0.56345618395000019 42.283941020600004 39.476991512000005 0.45107930900000009 0.56345618395000019 40.858951393400005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -8 -9 -10 -5 21 -13 -14 -15 20 -17 -18 -19 -20 -16 24 -23 -24 -2 29 -25 -28 -29 -26
right_child=11 2 6 10 -6 -7 7 8 9 -11 -12 12 13 14 15 16 17 18 19 -21 -22 22 23 26 25 -27 27 28 -30 -31
leaf_value=-0.1002433772726372 2.2093109272068536e-05 -0.029414836487811846 0.09176126740915462 0.10034144553746492 -0.078571099115763876 0.10011459543029644 0.006289964122645016 0.10048934458114861 -0.10070454301183347 0.053225823890964863 -0.10006517507438453 -0.10165629993757125 -0.10224117102473546 0.1017224685609782 0.040979702046333992 0.014082705491775593 -0.10225300002879566 0.027724478660205183 -0.10204367205307818 -0.0034582610391193252 -0.10041901308495722 0.028595163235731958 -0.048356310996883867 0.016325258262199219 -0.02640559051211995 0.012208261827126038 0.01839823264785544 0.0063191452396029373 -0.029837263616713534 -0.059676735796205006
leaf_weight=0.0061092758314811304 94.69421956625294 0.02751348494967587 0.046038636050070636 0.009969332255423069 0.048818207289391236 0.0097953279037028551 0.055226565877092071 0.027826745994389057 0.0059311506743142664 0.014989936989179387 0.0024303924572803845 0.070025534639172604 0.03855333741211131 0.098361971001509452 0.019902588190903958 0.74728503463614959 0.18000164024829224 0.35795924429839943 0.046173249453204335 0.52793901874398586 0.063112531892304702 0.92635801283841956 0.43878464637884951 1.5162036602596347 0.29448617870639182 0.37142395410046447 0.59621097892522801 0.58933579074073328 0.61128691773046739 0.2850077950861305
leaf_count=52 2972 36 13 1 38 3 10 2 16 68 147 29 18 6 99 29 49 33 25 521 193 24 31 38 21 27 3 15 92 22
internal_value=1.26293e-05 0.0159009 0.0380759 -0.035143 -0.053574 0.0231531 0.0504542 0.0321639 0.0614766 0.0095864 0.061061 -2.68539e-05 -0.00515135 -0.00190129 -5.68012e-06 -0.0051572 -0.00241756 -0.0135053 0.00363362 -0.011387 -0.0665192 8.29327e-05 0.00565989 -3.03656e-06 -0.000189846 -0.0212952 0.00640096 -0.00197336 -0.0120896 -0.0427691
internal_weight=102.727 0.254649 0.177527 0.0771225 0.0647228 0.0159046 0.150013 0.103974 0.0487478 0.0209211 0.0123997 102.473 2.14931 2.07929 2.04074 1.94237 1.85936 1.11207 0.932072 0.574112 0.0830151 100.323 4.67818 3.75182 95.6451 0.950918 3.31304 1.79683 1.20062 0.579494
internal_count=4633 386 145 241 93 55 109 96 86 84 148 4247 1002 973 955 949 657 628 579 546 292 3245 203 179 3042 70 148 110 107 43
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 0 1 0 0 1 1 1 1 1 0 2 2 2 0 1 2 2 1 0 0 2 2 2 0 1
split_gain=0.0055683 0.024736 0.0127598 0.0120713 0.0200374 0.0145818 0.0107326 0.00733137 0.009322 0.00882292 0.00505552 0.136357 0.106648 0.0896226 0.0700074 0.210401 0.531125 0.182683 0.144765 0.0465874 0.1212 0.39065 0.27886 0.213448 0.0591391 0.0459413 0.200606 0.0749476 0.325148 0.107243
threshold=34.823977857500005 32.724174661450007 0.49405706415000006 0.31168228495000011 0.38045268105000002 0.53017873715000008 0.38723391515000005 0.54191491270000014 0.54450465555000005 0.43540612555000008 0.39019789825000006 0.38906020780000011 0.39048232090000007 0.38723391515000005 0.51017933595000009 40.099856909850011 42.670715716450012 43.426369480700011 0.53312775065000018 0.36880632320000012 40.986363433950011 41.873095646600007 0.37227927305000003 0.50386215985000016 0.50218556330000019 36.377496227400009 35.119813570500007 37.140760352250005 0.53017873715000008 0.39394030120000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -4 -8 -9 -10 11 13 -12 14 19 -16 -17 -18 -19 24 23 -22 -23 -21 -2 26 -14 28 -27 -29
right_child=10 2 6 4 5 -7 7 8 9 -11 12 -13 25 -15 15 16 17 18 -20 20 21 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=0.10020917533500434 0.00023958889829126884 -0.026696229227104469 0.090125516466453073 -0.10189569859032362 0.049110888650610751 -0.10102562107410772 0.0056634202667988146 0.10044257197524892 -0.10063719755958977 0.049282497967769463 0.028642622674320717 -0.039115552765179085 0.0077045312253787362 0.030644913639386952 0.011568610247444495 -0.091745837145019146 0.061886441657563442 -0.10507825189543513 0.030421339741124744 -0.0041073581422441394 -0.10502143768536804 0.092276913587006237 -0.037155520802640139 0.07675743678487118 -0.02080001676749095 0.093640137045164704 -0.10375773082982948 -0.027141018745506607 -0.092524806582957392 0.0011875705442459137
leaf_weight=0.0061235446482861269 62.250628781779611 0.02729598130420996 0.042376348064863123 0.032789147305761213 0.023982696591701824 0.0088584695284263937 0.055203939991770312 0.025189809501171112 0.0053701355304838208 0.01459226173283823 1.3392040314356588 0.90246872331772365 0.56898153158420939 0.94179668356082302 1.5645712869008996 0.89802930691621419 0.45577460178174078 0.15718999713317316 0.15820380557852332 0.6888922356301912 0.3103315710541209 0.35031477763550356 0.31715729421557626 0.6203664074128028 1.3652790845808329 0.32863346959857409 0.22544762687929065 1.4048854264117405 0.131301667981365 27.392085780299382
leaf_count=1 1655 36 13 87 7 146 10 2 16 68 18 30 22 28 35 28 9 53 6 15 11 20 25 31 38 12 84 132 67 1928
internal_value=1.04219e-05 0.0151682 0.0359467 -0.0340687 -0.0465973 0.00861355 0.0479265 0.0301076 0.0599935 0.00895222 -2.5378e-05 -0.000492706 0.00103135 4.67799e-06 -0.00041271 -0.014778 -0.0394733 0.0213984 -0.0371107 0.000292176 0.0143147 -0.0123232 0.0307756 0.0342088 -0.000211948 -0.000199111 -0.0239269 0.000445182 0.040494 -0.000194464
internal_weight=102.613 0.241782 0.170028 0.0717539 0.0656303 0.0328412 0.142732 0.100356 0.0451522 0.0199624 102.372 70.981 31.3905 70.0785 69.1367 3.23377 1.6692 0.771168 0.315394 65.903 2.28706 0.977804 0.667472 1.30926 63.6159 30.0513 0.794429 29.2569 0.459935 28.797
internal_count=4633 386 145 241 240 153 109 96 86 84 4247 1984 2263 1954 1926 131 96 68 59 1795 102 56 45 46 1693 2245 106 2139 79 2060
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 2 2 1 1 0 2 2 1 2 2 1 0 1 0 1 0 0 2 2 0 1 2 2 1
split_gain=0.0057197 0.138368 0.141745 0.0426232 0.223461 0.110314 0.16111 0.151807 0.24825 0.297964 0.216273 0.094094 0.0885164 0.24137 0.239131 0.10135 0.0675467 0.0522858 0.136571 0.0678076 0.066442 0.0459648 0.0428152 0.0747532 0.320717 0.24316 0.0609797 0.05203 0.278796 0.269154
threshold=41.444941515100005 41.542492784600007 0.47820424540000012 0.3459626957000001 0.34614233110000009 0.34569324270000007 41.675153845500006 42.431220712750012 0.34536391125000004 0.34494476210000008 0.47757552170000012 42.498713093000006 42.206017975500011 0.34575312120000007 42.686561923500008 42.546237522150008 0.3447052483500001 0.48001556840000009 0.34536391125000004 0.48149755995000004 0.34554354660000003 0.47961138885000004 0.48149755995000004 42.283941020600004 42.876019054300009 0.47880302985000006 0.35799826355000003 42.027798546600003 42.055256506450007 0.34626208795000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3 8 9 10 16 -9 -7 -14 15 -15 -8 18 -13 -19 -20 -11 23 -6 -25 26 -26 29 -29 -24
right_child=1 3 -4 4 22 12 7 11 -10 21 -12 17 13 14 -16 -17 -18 19 20 -21 -22 -23 27 24 25 -27 -28 28 -30 -31
leaf_value=0.00064307004311104049 -0.0019096215147085703 0.040951844403107576 -0.054267021033435295 -0.048861030787531984 0.086582044047122095 0.032874112250177105 0.03738463168923855 0.049638574088285183 -0.084020559658444113 0.025438021739086533 -0.11585419834860294 -0.00077475916094067602 -0.062675873732470758 -0.10973591109781476 0.07677435793472126 0.051115045884477107 -0.052957413264244205 0.019886847266362011 -0.10523154612197611 -0.003611973726621448 -0.019648679881529008 -0.0040840167503030161 0.01493675415698182 -0.12453215462077499 -0.10203147256180199 0.08956357226527098 -0.00075668332150684325 0.086925603465395115 -0.0010757806685875318 -0.043236710748563577
leaf_weight=59.639167061932334 1.122813599664368 0.92624491103231221 0.95846169188364161 0.99632241555082401 0.14464386463805823 2.0926460493355985 0.17372103038510101 0.42454494602111381 0.52330766247177951 0.99632473222845908 0.38445267546921968 5.7103748563813319 0.40797214968915774 0.12566414865432307 0.43484449078096077 0.056912866013590246 0.15806116368912626 2.7209911428908526 0.18830832849607748 2.2379299821332097 0.17502841286477633 1.1205287021584807 1.6514363735914259 0.14779540409926994 0.089420163145831566 0.38429071917198598 0.17741496654142708 0.36813692768510264 16.294831993989362 1.5342176097851732
leaf_count=2184 13 17 38 39 18 15 46 19 22 27 9 327 11 7 21 59 12 29 27 34 14 16 6 16 12 7 90 15 1316 167
internal_value=1.03733e-05 -0.000872744 -0.0260211 0.000414963 -0.00259766 0.00389577 0.000491608 -0.00203824 -0.0207415 -0.00905309 -0.0648062 0.00344092 0.0210799 -0.00298994 0.0364486 -0.0595955 -0.00565435 0.00166319 -0.00455722 0.00928198 -0.0640041 0.00981092 -0.000380804 0.0204319 0.00845547 0.0386416 -0.0346953 -0.0013702 0.000868444 -0.0130797
internal_weight=102.367 42.7276 2.08128 40.6464 21.7885 18.8579 15.7398 14.8136 3.3564 2.83309 0.716235 11.4572 3.11804 1.02539 0.617422 0.182577 0.331782 11.0326 6.07371 4.95892 0.363337 2.11685 20.7922 0.943565 0.798921 0.651126 0.266835 19.8486 16.663 3.18565
internal_count=4633 2449 51 2398 1686 712 599 582 132 110 67 450 113 98 87 66 58 431 368 63 41 43 1647 143 125 109 102 1504 1331 173
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 0 2 0 2 2 2 2 2 0 1 1 0 1 0 0 0 0 1 0 0 0 2 1 0
split_gain=0.00594271 0.0666277 0.0886053 0.0594149 0.307759 0.240286 0.19305 0.0775497 0.108403 0.0618941 0.0490763 0.100977 0.10749 0.0941819 0.0401689 0.0417778 0.0871971 0.0781974 0.0720606 0.120374 0.178837 0.145647 0.0831949 0.0785501 0.196325 0.0934104 0.215447 0.183608 0.100918 0.0970167
threshold=42.243697547450004 42.123054668150012 0.34503457980000002 42.477827694800006 0.34626208795000007 0.35027394390000005 0.47774018740000007 42.371983470600007 0.55484865720000009 42.498713093000006 42.081757894750005 42.027798546600003 41.965446242000006 41.976795488650005 0.39587138110000003 0.34527409360000011 0.34524415440000006 0.47774018740000007 0.34542378970000004 0.48389269780000005 0.48634771415000005 0.48104847160000008 0.48911709230000006 0.3475943834000001 0.49588335680000006 0.52507409960000018 0.53146612375000013 42.620627117000005 0.40651477500000005 0.50947576420000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 6 -6 -2 -7 -9 -5 11 12 -1 -14 -11 16 -16 -17 -19 21 -21 -20 -22 -24 -25 27 28 -26 -27 -29
right_child=3 2 -4 9 5 7 -8 8 -10 14 -12 -13 13 -15 15 17 -18 18 19 20 22 -23 23 24 25 26 -28 29 -30 -31
leaf_value=0.000247769187029765 -0.0057480559838259653 0.072450551117306125 0.00012129482520211997 0.046234467112128509 0.043160417116840759 -0.0050805338544068785 -0.10911686675441297 -0.092094108091410221 -0.0074013002576829969 -0.062998131787532941 -0.022190132434862741 0.020916327672956925 -0.01011634932568903 -0.078186182875890978 0.0027537411855199996 -0.0454599988650225 0.037703060744821125 -0.021827882686666106 -0.0082809114402267858 -0.11023239760730315 -0.028436236598080651 0.040136958967935447 0.019120327477685248 -0.046554907971618043 0.10014359945760734 -0.1139375788441765 0.00018153356500230818 -0.011016306914149742 0.017990936113226174 0.038695075214793179
leaf_weight=68.768446496766373 0.29272650408142498 0.29850095112482122 0.39150854306467409 0.29318122634592469 0.94723689556121859 1.4218563941878986 0.47198077577922959 0.28901425922958868 0.31677727918874155 0.10075599205798269 0.96680014348687748 2.3416609909495483 0.55616506429976809 0.32033734477274578 6.704685420996614 0.41331579881410618 0.79894644262503778 1.5641687025781745 1.0488151988538441 0.15470760711468656 1.0855504997671221 1.5241298522887516 1.8919776082038868 0.93974060059573972 0.254876582417637 0.25018652026164989 5.9200214284712089 0.98025220333124685 0.075472448080958543 0.65485003641115647
leaf_count=2482 32 11 40 17 4 42 25 21 20 102 17 36 40 17 218 165 7 26 42 13 26 79 13 20 4 129 750 68 56 111
internal_value=9.07128e-06 0.000482948 0.0314112 -0.00121994 -0.0129654 0.00157931 -0.0695478 -0.0178457 -0.047807 0.000561537 0.000190422 0.000490999 -0.000195759 -0.034994 1.19027e-05 0.000273576 0.00647496 -0.00250317 -0.0014169 0.000743107 -0.00339994 0.0204003 -0.00202867 0.000585146 -0.00327894 0.00171981 -0.00417459 0.0211986 -0.0833627 0.00889285
internal_weight=102.039 73.6434 0.690009 28.3952 3.73959 2.97488 0.764707 2.02765 0.605792 24.6556 72.9534 71.9866 69.6449 0.876502 24.3625 24.2617 7.50363 16.7581 16.3447 14.7806 12.2076 2.57295 12.0529 10.9674 9.0754 8.13566 6.24568 1.88998 0.325659 1.6351
internal_count=4633 2643 51 1990 144 87 57 83 41 1846 2592 2575 2539 57 1829 1727 225 1502 1337 1311 1190 121 1177 1151 1138 1118 935 183 185 179
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 0 0 2 2 1 0 2 0 2 2 2 0 2 0 0 1 2 0 1 1 1 1 2 2 2
split_gain=0.00608544 0.138012 0.0503731 0.198001 0.117126 0.0995542 0.0532593 0.0441853 0.0503139 0.0377832 0.285893 0.0770095 0.0266117 0.155147 0.162979 0.11172 0.0918346 0.277203 0.0909725 0.0259866 0.206742 0.23805 0.205991 0.138912 0.140186 0.108223 0.152605 0.101892 0.250224 0.139676
threshold=40.148327922700012 40.21994457600001 0.48032993025000009 39.955516828000007 0.48233585820000008 0.47976108500000009 0.47905751325000007 40.300545846000013 40.371455563000005 0.34515433670000012 0.47811442770000007 39.571921479100006 0.50386215985000016 38.621016321050007 36.257608591500009 39.955516828000007 0.51809826055000008 38.396531328800009 0.50035927070000008 0.48119816770000007 0.3453339720000001 42.154118731400011 0.48077901860000011 0.34494476210000008 0.34506451900000007 0.34587287805000005 0.34626208795000007 40.858951393400005 40.542362378300005 41.362929270750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 6 9 -3 -9 10 11 -1 13 14 18 -15 17 -14 -6 20 23 22 -22 -10 -25 -23 -27 28 -26 -29
right_child=1 7 4 -5 12 -7 -8 8 19 -11 -12 -13 16 15 -16 -17 -18 -19 -20 -21 21 25 -24 24 27 26 -28 29 -30 -31
leaf_value=-0.00120405074319534 0.031755306108791834 -0.014461712382266657 0.061625615409702995 -0.059445966475239781 0.0098206407945738254 -0.03467204504927987 0.042206287166063915 0.017657260186592801 0.0041582773452049429 0.017158825311008 -0.099502553389717641 0.053208537602157692 -0.013447726655813631 -0.04683578089967988 0.02953625445580705 -0.0023814064773180015 -0.00031233319681682546 0.06891790941272169 -0.037512354119985436 -0.0015179564198482384 0.016484955991163019 0.0024872867695397006 0.061718081351719439 -0.046328894353559101 -0.019547053604593349 -0.10733160919355673 -0.0046384407293675487 -0.03780328106591184 0.10282302403394948 -0.0013135393466308337
leaf_weight=2.8646907576820722 1.3857125711354701 2.0822747572780846 0.31389055336376515 0.69587907160962448 0.78249230103824918 0.83723371848464001 0.31878420058637846 1.6348795684039448 8.1928715340969323 0.98485398777555211 0.29319627350196231 0.28607775270938862 0.88580577456468812 1.2072389589302477 1.7003107091877607 1.0632119263755155 15.449920286084108 0.75848379486706108 0.84404782293131575 44.245988804584002 3.8992628468731692 2.5611761861318887 1.3572108838707206 1.1959546064990707 0.44102471248515929 0.23606865070723859 0.37389668307742596 1.5981516824299431 0.26903742003378284 3.0529025014539002
leaf_count=220 34 34 8 15 35 9 8 36 441 62 9 7 39 32 39 10 977 32 11 2031 91 107 10 25 3 25 117 23 60 83
internal_value=8.05029e-06 0.000499329 -0.00120859 -0.009146 0.000958404 -0.00287854 0.0027282 -0.00010949 0.000323264 -0.000113415 -0.00505267 0.0037364 0.000119197 -0.00586546 0.00788829 -0.0260186 0.0020788 0.0245462 -0.0147415 -9.70492e-05 0.00261546 0.0151101 0.0281641 -0.00452354 -0.0153712 -0.00652811 -0.0443827 -0.00846521 0.0268181 -0.0138518
internal_weight=101.813 72.5264 29.2861 6.28072 23.0054 5.58484 4.7476 71.1407 69.0584 4.42882 3.44396 3.15077 22.6915 5.5973 3.32685 2.27045 17.0942 1.64429 1.62654 67.4235 23.1776 8.42762 5.25647 14.7499 6.55707 3.17114 0.609965 5.36112 0.710062 4.65105
internal_count=4633 3120 1513 330 1183 315 306 3086 3052 298 236 227 1175 127 85 42 1048 71 46 3016 985 350 101 635 194 249 142 169 63 106
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 0 1 1 0 1 1 2 0 1 1 2 0 2 1 1 2 1 0 0 2 0 1 2 2 2
split_gain=0.00684891 0.0284011 0.0678765 0.0890804 0.317611 0.0626545 0.0583268 0.0296094 0.230146 0.0486925 0.0330053 0.148149 0.0261305 0.225794 0.147257 0.101676 0.101986 0.24204 0.15109 0.150571 0.129804 0.128918 0.0968391 0.0945777 0.088419 0.0881376 0.0874192 0.0795718 0.103491 0.106726
threshold=0.47721625100000004 0.47787491390000009 0.34491482290000003 41.362929270750008 42.670715716450012 0.47811442770000007 0.34446573455000007 0.34491482290000003 0.48265022005000008 0.34506451900000007 0.34524415440000006 41.489621506400006 0.48458129995000004 0.34587287805000005 0.34614233110000009 42.720329370750001 0.48119816770000007 40.408647214050006 0.34560342505000002 0.34569324270000007 41.909642283050012 0.3459626957000001 0.48077901860000011 0.48104847160000008 41.257948413050009 0.48847339900000003 0.3465914194000001 42.154118731400011 42.283941020600004 42.684965421050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -3 -7 8 -8 -9 11 -11 15 -14 -15 16 17 -12 24 -18 -21 27 -20 -17 -19 26 -16 -22 -29 -30
right_child=1 5 3 4 -6 6 7 9 -10 10 12 -13 13 14 25 23 19 18 22 20 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0025132928958122936 -0.012445000149259628 -0.031997642595890018 0.0014524680392341673 0.081211561552585868 -0.008255049670988732 -0.026963185958780396 0.025235688913179927 -0.01484476595656559 -0.014431817806983764 0.030121421508355797 -0.023566169657787541 -0.0097095451875990283 0.040126716590310946 -0.04522932360087243 0.046853424840746789 -0.0012538956434979284 -0.033225248762620979 0.016362157744968381 0.012028979424313782 0.0037287574636449129 -0.019926414890749755 -0.050308570273721209 0.054945185669788212 0.029181263116652163 -0.022376461723251362 -0.00034322245841906737 0.0036399898717331507 0.10544701437187338 -0.11241551699201345 0.10002393618870072
leaf_weight=9.7131037180689912 1.2895099846646179 0.61342678731307287 2.3128267144784336 0.72329195681959368 0.87905574316391721 0.79050194331739376 3.2101919619599348 2.2020076382923426 2.6867820210754871 1.7948116590559942 2.3851003005620468 1.946562914556125 1.4303078693337727 0.71464515849947829 0.79558372125029464 2.6950915257621082 2.8044660966843349 1.2790805045515301 0.97099028468073845 4.4637788736463335 0.43998101353645314 1.0587602511513976 1.1467348136939106 1.6437618726049548 1.092387303477153 49.155453519069212 1.1373897847950045 0.14401125907897949 0.059190012514591217 0.039383241906762123
leaf_count=980 16 20 16 12 30 17 39 36 24 20 32 27 26 4 13 37 33 15 43 30 2 8 9 38 29 2985 34 1 1 56
internal_value=1.20228e-05 0.000278914 0.00745374 0.0140076 0.0321297 -0.000151796 7.51269e-05 0.00032571 0.00716236 -0.000182046 0.000236199 0.00939816 -0.000230452 0.000932034 -0.000150151 -0.00329053 -0.00699648 0.0021769 0.0158541 -0.0139958 -0.00530477 -0.0284617 0.0352678 0.0102764 -0.00148231 0.000480435 0.021426 0.00542615 0.0514087 -0.027539
internal_weight=101.618 91.9051 5.20468 3.91517 1.60235 86.7004 86.087 85.2965 5.89697 79.3995 77.1975 3.74137 73.4561 53.2334 51.8031 20.2227 15.8839 6.87429 4.48919 9.00957 6.2051 1.74133 2.11773 4.33885 2.37147 51.0884 1.93297 0.682566 0.242585 0.0985733
internal_count=4633 3653 74 58 42 3579 3559 3542 63 3479 3443 47 3396 3062 3036 334 259 128 96 131 98 68 52 75 44 3032 47 60 58 57
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 1 2 0 2 1 0 1 0 1 1 0 2 2 2 1 1 0 0 1 2 2 2 1 1
split_gain=0.00714253 0.0969354 0.103488 0.0717013 0.03438 0.229735 0.0990642 0.335536 0.0870913 0.0848465 0.192549 0.198468 0.17547 0.195406 0.0577699 0.0522357 0.08246 0.0447281 0.0459537 0.0464344 0.111891 0.0888404 0.0484819 0.111211 0.156231 0.0365868 0.386662 0.178924 0.195972 0.639614
threshold=41.404176814550006 41.542492784600007 0.34521421515000011 41.362929270750008 0.3459626957000001 0.34608245260000009 0.34569324270000007 41.600558339100012 0.48077901860000011 42.431220712750012 0.34494476210000008 0.47757552170000012 0.34521421515000011 0.47847369840000004 0.34584293880000011 0.3447052483500001 0.47396784530000008 42.580420142950011 42.720329370750001 42.783136484500005 0.34527409360000011 0.34479506600000004 0.48119816770000007 0.48077901860000011 0.34554354660000003 42.081757894750005 42.206017975500011 42.027798546600003 0.34626208795000007 0.3475943834000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 7 -3 -8 10 11 15 -12 -14 -10 16 -9 -11 -19 -20 21 -21 23 24 -22 27 -27 28 -7 -30
right_child=1 4 -4 -5 5 25 8 9 14 17 12 -13 13 -15 -16 -17 -18 18 19 20 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00025429326735006917 -0.046517806410103703 0.10361493420268533 -0.0062424832664642032 0.026063094651131581 -0.055065813813793774 0.017410586011348064 0.054696241208720381 -0.055642522744160622 -7.4190808918034464e-05 0.029002318217343323 0.01921406605710841 -0.11474662981714129 0.0037004949690306373 -0.067054833437871372 0.031980850471313556 -0.048782255826002485 0.087091255276550705 -0.036126971650078922 0.01892893723515297 -0.0038758752238625483 -0.11152921322268533 0.019038033921424492 -0.04004090405229338 0.020662395902356554 0.0018098256404400848 -0.12096690853675288 -0.00062367031432541433 0.03404144263563693 -0.12991090344592948 0.0086556261747411864
leaf_weight=57.291659502550075 0.90297643270741845 0.30807104692097809 2.173980027585138 1.097056112033896 0.79638152102416171 1.7164060110226302 0.5869410716259148 0.066156518527058394 1.5242555262520912 0.60529098034920892 1.5858380149693405 0.35411724797450006 0.87463793781353139 0.70488303851743694 0.89079291420057405 0.15319803016609512 0.10426686704158783 0.32228621482998576 1.4329961618146274 4.1665497854177307 0.19989600592634793 2.8490513351162008 0.82634087675251056 0.61105605028569698 0.31059185334152062 0.27168032401766495 15.450857151511761 1.6524772038051194 0.46667358279228199 1.1640214457162299
leaf_count=2150 24 6 44 17 12 27 35 49 14 34 17 9 26 26 64 12 4 19 17 246 38 50 19 12 15 31 1407 29 5 175
internal_value=1.8581e-05 -0.000958295 -0.0180618 0.000739211 0.000357519 -0.00235929 0.0035215 0.000296525 0.0201462 -0.00180205 -0.0146409 -0.0630147 -0.0042835 -0.027875 0.0117493 -0.00640788 0.0316835 0.00255512 0.00106164 0.00221447 -0.000457676 0.00542951 -0.0216613 -0.00811938 -0.0425713 -0.000333696 -0.00270316 0.00711774 -0.0061746 -0.0309995
internal_weight=101.461 43.0727 3.07696 58.3887 39.9957 21.5185 18.4772 15.4752 3.00199 15.1672 3.8431 0.677739 3.16536 1.57952 2.41505 0.323621 0.170423 11.3241 10.7188 10.3965 8.96349 7.0156 1.94788 1.12154 0.510488 20.7221 15.7225 4.99958 3.3471 1.6307
internal_count=4633 2466 68 2167 2398 1686 712 599 113 593 143 74 69 52 78 65 53 450 416 397 380 296 84 65 53 1674 1438 236 207 180
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 2 1 1 2 1 2 0 1 2 2 0 1 1 0 1 1 2 2 1 1 2 1 1 1
split_gain=0.00617229 0.0279789 0.0976197 0.0727632 0.078624 0.1956 0.119968 0.0324084 0.103619 0.0789586 0.0502033 0.0282452 0.0239712 0.0513212 0.0740475 0.292083 0.050862 0.0492249 0.0576746 0.232125 0.0397533 0.0270033 0.122862 0.0219956 0.285682 0.172126 0.168286 0.0827772 0.08152 0.183519
threshold=0.47721625100000004 0.47642286160000008 41.542492784600007 0.47709649410000005 41.808689985400001 42.686561923500008 42.783136484500005 0.3447651268000001 0.34548366815000003 43.968221017800005 0.3447052483500001 42.206017975500011 0.47787491390000009 0.34491482290000003 41.362929270750008 42.670715716450012 0.47811442770000007 0.34458549145000011 0.34491482290000003 0.48265022005000008 0.34506451900000007 0.34524415440000006 41.489621506400006 43.735142172100005 0.34536391125000004 0.34527409360000011 43.813842866750008 0.34554354660000003 0.34566330350000002 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 -6 -7 10 9 -9 -1 -10 13 -2 -15 -16 -14 -18 19 -19 -20 22 -22 25 -25 -23 -26 -28 -29 -30
right_child=12 2 3 -5 5 6 -8 8 11 -11 -12 -13 16 14 15 -17 17 18 20 -21 21 23 -24 24 26 -27 27 28 29 -31
leaf_value=0.00048241259727777849 -0.01042011667471991 -0.049007740635382803 0.073243892692232068 -0.024353422996248177 -0.10560657334182211 0.10333829655157106 -0.016874037517488047 -0.10410120864806408 0.0096557501738224957 0.029858483497591289 0.037091668219681018 -0.049309006801048848 -0.028880624016926582 0.0012829386957308783 0.078511292501947716 -0.0087267192588927709 -0.015028887664760113 0.033754375060491393 -0.013428748347905257 -0.01156903236166215 0.027675412052145201 -0.052194975177103378 -0.0088863602505457225 0.10368014067683354 -0.083596880553761604 -0.00015893987570537836 -0.10617101239223947 0.103107662738114 -0.11430923798376165 0.0087803018158618251
leaf_weight=6.5316466899692429 1.285027565434574 0.5442457441240548 0.21888797543942906 0.57856467791134492 0.12618366532842629 0.15910285711288452 0.17359592064667595 0.18913038577757624 0.63361250917749179 0.057339483872056007 0.39737384882755566 0.093185638449448049 0.61073039006441732 2.3108922392129903 0.68292380892671622 0.87620211148168892 2.1033230034090584 2.295732387690804 2.1976812242883161 2.2253421749919653 1.7584488671564025 0.64165927655994792 1.9255271286820059 0.28386143222451465 0.2277849992387927 68.21657089158947 0.065964490175247525 0.085932642221451139 0.12541015446186099 3.54600724920871
leaf_count=543 16 14 4 13 18 3 45 153 73 2 8 104 20 16 12 30 30 29 36 21 20 4 27 3 10 2491 2 1 2 883
internal_value=1.66996e-05 -0.00238147 -0.013631 0.00169422 0.0239292 0.000406051 0.0406138 0.000181807 -0.0169054 -0.0729364 0.00258192 0.00209565 0.000271104 0.00689527 0.0126448 0.029485 -0.000124539 8.03897e-05 0.000460548 0.0114455 -0.000167512 0.000211586 0.00856544 -0.000208882 0.00670016 -0.000643841 -9.52441e-05 0.00487961 0.00682922 0.00457575
internal_weight=101.168 9.70287 1.80058 1.25634 0.67777 0.458882 0.332699 7.90229 0.973268 0.24647 6.92902 0.726798 91.465 5.15505 3.87002 1.55913 86.31 85.6992 83.5959 4.52107 79.0748 76.8772 3.68398 73.1932 4.33496 68.8582 4.0511 3.82331 3.75735 3.67142
internal_count=4633 980 97 83 70 66 48 883 332 155 551 177 3653 74 58 42 3579 3559 3529 50 3479 3443 47 3396 901 2495 898 888 886 885
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 2 2 0 2 2 2 0 0 1 0 1 0 0 0 0 1 2 2 2 1 0 1 1 0 0
split_gain=0.00600036 0.0531858 0.0636071 0.03402 0.0877079 0.0441463 0.202458 0.177282 0.0529933 0.0747958 0.0443663 0.040136 0.042793 0.0459913 0.0716325 0.0601654 0.0606116 0.0396082 0.114252 0.0330979 0.0690373 0.168765 0.145043 0.100855 0.0665662 0.0817351 0.0557656 0.0461797 0.218205 0.128737
threshold=0.53998383280000006 0.41917906650000009 37.765550062200006 0.42111014640000005 40.767054867700004 38.911218973650008 38.621016321050007 0.54585192060000021 38.474425342400004 38.396531328800009 39.065416244600009 0.54695967185000016 0.55234873210000013 0.42473279245000012 0.5541600551000001 0.43220262865000009 0.55877069550000014 0.54413041525000005 0.55877069550000014 0.53634621715000008 0.39563186730000005 43.61821939175001 40.371455563000005 43.735142172100005 0.39900002995000006 0.52863686715000002 0.39431454150000006 0.39078171310000004 0.53146612375000013 0.52863686715000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 4 -3 6 8 -7 9 17 -9 -12 -13 -14 -15 -16 -17 -5 -19 20 26 22 24 -23 25 -22 27 -1 29 -29
right_child=1 3 -4 5 -6 7 -8 10 -10 -11 11 12 13 14 15 16 -18 18 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00022411986584589365 0.0065459850485070029 -0.0068518888200512582 -0.020158382675019612 0.019431050703798563 0.034265136003731551 -0.044618352173553567 0.089864132976066269 -0.059514619097011549 -0.05504408307593775 0.093854044031379757 0.050235510203215608 -0.02812353588858453 0.027186964051402918 -0.064508515181268877 -0.045159129539330323 0.035474717309793596 0.0007464239980355448 -0.10678075022785433 0.0005437948223322032 0.0064599506218614936 -0.10566506635718745 0.097217973851138909 -0.10209149883161273 -0.00093092845099930108 -0.0061645398456994308 -0.0051883288468680573 0.027238709857949607 -0.0176457815075685 0.083689837394480382 -0.10633839782039614
leaf_weight=71.164955482313246 1.3097881427856908 1.0683542663817882 2.7959842315401175 0.5964815068873579 1.0085456458073165 0.94688918185420234 0.29143326534278902 0.12007321347834832 0.16068711625587173 0.089830849567078874 0.16704342310549591 0.48476627643685688 0.68874042321237805 0.16731747315498058 0.26466061062819779 0.54408895605502028 6.5844866974222498 0.11517599700901826 0.71461888139806939 8.0776885061295598 0.17507682306222416 0.16269146901322518 0.26795752090464464 0.29369351261854781 0.86561048450181488 0.15060699633431796 0.75567806278195249 0.55834902715855506 0.16222392342751846 0.23151291876274627
leaf_count=2151 36 28 141 6 30 28 16 28 18 7 5 22 14 12 22 22 973 39 404 75 45 3 71 233 47 17 19 92 7 22
internal_value=1.83579e-05 -0.00163011 -0.0116394 0.00130253 0.0131146 -0.000752749 0.0129334 -0.00345512 -0.0004375 0.00535007 0.000865496 0.00168001 0.000751357 0.00244818 0.000194559 0.00165886 0.00339706 -0.000224158 -0.0143529 0.000378803 -0.000278006 -0.0190172 -0.0356163 0.0340571 -0.0206641 -0.0592013 0.0002146 -6.85725e-05 -0.0219463 -0.0436421
internal_weight=100.985 18.119 4.10577 14.0132 2.0769 11.9363 1.96823 9.96807 1.67679 1.51611 9.02118 8.9011 8.73406 8.24929 7.56055 7.39324 7.12858 1.42628 0.829795 82.866 74.7884 1.91564 1.45925 0.456385 1.19129 0.325684 72.8727 72.117 0.952086 0.789862
internal_count=4633 1851 177 1674 58 1616 490 1126 474 456 1098 1070 1065 1043 1029 1017 995 449 443 2782 2707 416 180 236 109 62 2291 2272 121 114
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 2 0 0 0 1 1 1 0 0 1 1 1 2 2 0 2 1 1 0 1 2 2 2 0 1
split_gain=0.00665422 0.046371 0.0654348 0.0307397 0.188005 0.114904 0.489057 0.340153 0.113601 0.0960557 0.188164 0.08638 0.12316 0.283487 0.289811 0.20449 0.136651 0.0943496 0.0688012 0.191336 0.190241 0.170067 0.880052 0.121589 0.139003 0.155206 0.0593643 0.0872359 0.118973 0.0476733
threshold=41.243661560350013 41.16018805045001 0.34554354660000003 0.48032993025000009 0.48077901860000011 41.741384785950011 0.48185683060000012 0.48271009850000007 0.48001556840000009 0.34494476210000008 0.34518427590000006 0.34584293880000011 0.48735067810000005 0.50947576420000018 0.40115565405000009 0.41997245590000004 0.42307116555000007 41.559097512700014 42.081757894750005 0.48185683060000012 42.027798546600003 0.34626208795000007 0.3475943834000001 0.51017933595000009 0.42039160505000012 41.835830569250014 42.081757894750005 42.431220712750012 0.47500074850000013 0.34900152690000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 -5 6 -6 -8 26 -7 -11 -9 -13 -14 -15 -16 -17 -18 19 -12 21 -21 -23 -24 -25 -26 -2 28 -28 -20
right_child=3 2 -4 4 5 9 7 11 -10 10 18 12 13 14 15 16 17 -19 29 20 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=0.00029799999621424474 0.0075174473647437665 0.035119695561071224 -0.008131063004514244 -0.074199245117377424 -0.077036173442306191 -0.025382138778842229 0.051730593822876529 -0.047801394976647621 0.041590474397217948 0.061770963158408604 0.052565756656268774 0.018426714075713897 -0.070191582415762219 0.039678627592808061 -0.094156393152807216 0.10128465067008843 -0.10460248908122355 0.023084716651288108 0.003389741137146018 0.0052925421057151197 0.031960677034935908 -0.16599150458182707 0.070524328242310474 -0.1074692780972749 -0.061158278508267272 0.062739221652080943 0.025019018961027314 -0.0031218540156993991 -0.10739160171101364 -0.0064221007755992715
leaf_weight=49.608307147332738 7.0692859314602856 0.8998890772568291 0.57223967357185757 0.36132179741980408 1.0266930237412406 1.3104102168908891 0.97492041066288937 0.63331088703125704 0.72509383747819889 0.52246043598279612 0.91339772194624202 1.2021161168813708 0.78531788115105916 0.93329001269739797 0.38812144729308784 0.11379514972213656 0.10198472126205615 0.13377843302009751 9.473925599362703 2.6351757664233451 1.6114856643316668 0.38026873767375924 0.28557291720062494 0.11539748388531734 0.16211794772902977 0.26866324019101739 0.10707523849545619 6.8817328877702781 0.1852762526650622 10.374675141835242
leaf_count=2011 156 20 28 8 9 14 10 30 11 7 5 6 18 36 12 14 34 41 162 11 28 3 11 26 19 38 24 541 32 1268
internal_value=1.56098e-05 0.000817029 0.0183074 -0.000808456 -0.00244206 -0.00168719 -0.0138989 -0.00159076 0.00297947 0.0010523 0.00234759 -0.0137034 -0.00780068 -0.0206365 0.00265333 -0.04419 0.0112888 -0.0321493 0.00116355 0.0102042 0.00311588 -0.00896642 -0.0399683 0.0176483 -0.00999822 0.0161123 0.00101388 -0.00539469 -0.0588955 -0.00173882
internal_weight=100.757 51.0804 1.47213 49.6767 34.7082 34.3469 6.29333 5.26664 14.9685 28.0536 26.7431 4.29171 3.6584 2.45629 1.67097 0.73768 0.349558 0.235763 26.2207 6.37208 5.45868 3.8472 1.21202 0.831752 0.546179 0.430781 14.2434 7.17408 0.292351 19.8486
internal_count=4633 2059 48 2574 1810 1802 210 201 764 1592 1578 191 161 155 137 101 89 75 1571 141 136 108 97 94 83 57 753 597 56 1430
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 1 2 2 1 1 2 1 0 1 0 2 1 1 1 0 0 2 1 2 2 0 2 0 2
split_gain=0.00779151 0.181394 0.0712661 0.304553 0.126272 0.0776687 0.0725167 0.0649258 0.0585297 0.0572671 0.161263 0.133665 0.0501724 0.309515 0.0353378 0.111642 0.376134 0.092016 0.0302985 0.061739 0.14915 0.0623688 0.316466 0.100515 0.178207 0.236284 0.18143 0.0291756 0.359289 0.117888
threshold=0.48458129995000004 0.48368312325000012 0.34587287805000005 41.489621506400006 0.34614233110000009 0.48847339900000003 0.34708541665000009 41.741384785950011 42.409092016550012 0.34708541665000009 0.35585760905000008 40.767054867700004 0.34900152690000003 0.49194634890000005 0.35331277505000008 0.49877249185000011 38.474425342400004 0.35585760905000008 0.36510882910000009 0.36618664115000005 0.50218556330000019 0.5054040298000001 39.955516828000007 0.37644082515000005 40.986363433950011 42.527280425250005 0.50913146310000013 39.427119987250002 0.48032993025000009 40.165165956550005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -4 7 -7 -6 -3 27 -11 -12 -8 -14 -15 16 -16 -17 -19 -20 -21 22 -22 24 26 -26 -23 28 -1 -29
right_child=2 8 4 -5 5 6 12 -9 -10 10 11 -13 13 14 15 17 -18 18 19 20 21 23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0017327101348080091 0.04740624177587701 -0.058945540409599845 -0.041719457633394269 -0.014566710428706548 0.040662998523799704 -0.020583891419243369 0.012416326308715715 0.003348824959953459 -0.016487561811687989 0.091124114133524795 -0.10778662268430335 0.024592567819822206 -0.10739949455518366 0.016880478689759448 0.0097134710658770204 0.054549021630356125 -0.11529342021023122 -0.013302007018601979 0.021695632784373801 -0.075833512514169477 -0.036683318563466016 0.043772699358778693 0.070442316015374692 0.00076476286436711715 -0.15892993352683057 -0.0025053340076870651 -0.048542447201737955 -0.016466330136710807 0.10285746809201379 0.0008047444583703802
leaf_weight=3.5550451224477864 1.5335213826037937 0.65147284523118176 0.71797028183936973 1.6420787994284181 0.86168525100333582 1.6936842612922181 3.2748709181323639 1.0162555210417847 0.64726620353758335 0.25711798382577722 0.10431330751797763 0.28375987836266603 0.26876446967798884 1.2405311061884265 0.72256012354045995 0.31363060884177585 0.36093350511663402 1.6024787509268197 1.3555899437506003 0.25775601282793914 0.48903071600943693 0.4234262816607941 0.63234840526979497 35.313682633095389 0.20286143818429991 0.18429253250906186 0.42817579093389213 4.4456602842765269 0.36187763232737769 35.600615134042528
leaf_count=232 27 19 4 33 22 17 27 25 22 29 41 122 17 32 34 16 27 34 24 27 11 6 32 2596 16 29 40 59 7 1006
internal_value=1.45462e-05 -0.000945412 0.000822615 0.0153605 -7.62563e-05 0.000514128 -0.000254389 0.0204703 -0.0377853 0.000127153 0.0297035 -0.0109907 0.000477097 -0.000415664 0.00024492 -0.000243103 -0.0319288 0.000590114 0.00017624 0.000726003 -2.34051e-05 0.000495271 0.0237251 -0.000217388 -0.0282159 -0.0844689 -0.0026423 -0.000306901 0.00793019 -0.00111257
internal_weight=100.443 45.9071 54.5361 3.1756 51.3605 50.6426 48.7646 1.87794 1.29874 44.6084 0.645191 0.388073 47.0709 43.7961 43.5273 42.2868 1.08349 41.2033 40.8896 39.2872 37.9316 37.6738 1.12138 36.5524 1.23876 0.387154 0.851602 43.9632 3.91692 40.0463
internal_count=4633 1537 3096 60 3036 3032 2985 47 41 1496 192 163 2968 2941 2924 2892 61 2831 2815 2781 2757 2730 43 2687 91 45 46 1304 239 1065
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 1 1 2 2 2 2 1 1 0 2 2 1 1 2 1 2 1 0 2 2 0 0 2 2
split_gain=0.0062724 0.146196 0.0589735 0.255631 0.10021 0.0636324 0.0654354 0.0620482 0.0463332 0.025939 0.225942 0.161745 0.0743699 0.231897 0.195869 0.10021 0.109217 0.222304 0.0693114 0.0677648 0.103103 0.463319 0.181399 0.138661 0.186266 0.1725 0.138582 0.118365 0.130485 0.118773
threshold=0.48458129995000004 0.48368312325000012 0.34587287805000005 41.489621506400006 0.34614233110000009 0.48847339900000003 0.3465914194000001 0.34626208795000007 42.409092016550012 40.165165956550005 40.040404835300002 40.250747516500006 0.34479506600000004 0.34488488370000009 0.48149755995000004 40.518963363600001 40.94178426300001 0.3447052483500001 0.34491482290000003 40.574766824850009 0.3453339720000001 41.184662530950007 0.34515433670000012 0.48119816770000007 42.546237522150008 42.154118731400011 0.48077901860000011 0.47757552170000012 41.741384785950011 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -4 6 -6 -7 -3 10 -1 -11 14 -14 15 -13 -17 -18 -15 -20 21 22 -21 25 -25 26 -22 28 -23 -29
right_child=2 8 4 -5 5 7 -8 -9 -10 11 -12 12 13 18 -16 16 17 -19 19 20 23 27 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.00054664164781874217 0.044149327120040244 -0.05253928617270856 -0.036824594623852742 -0.013095225293752217 0.041321598783739283 -0.03724188839277208 0.0031291272592246268 0.00010996127491539007 -0.014845416014331564 0.042952591798984946 -0.054133216060485517 0.065458076647566782 -0.041889844931404317 0.03004711042797233 0.049775966455635499 -0.038933503596400784 -0.0018229462510666074 0.069518239918780839 0.013188711671596687 -0.12229983242129444 0.013620271379504865 -0.062871095579928357 -0.039533130691195004 -0.015509002544685506 0.026670629152295816 -0.0074964712347899047 0.053642727507997034 0.026042152188139239 -0.0065056073234848188 -0.0065747768528566638
leaf_weight=7.6525251976374005 1.4846217399463051 0.65748906566295662 0.73130940459668536 1.6438399510225279 0.75422918051481147 0.4488852322101583 1.1070381793281283 48.147751346450143 0.64699411625042558 0.90838020946830411 0.83848910090773632 0.24315401073545562 1.3926203259034107 0.74478684479254553 1.0249474495649336 0.64345407595571469 4.7622089088360484 0.48089176218491037 3.0178229771379419 0.43430994442860782 3.7427063177237851 0.56840975169961927 0.67848194902762771 5.8867484164456982 1.2734387721866367 3.0375967273736535 1.12528770416975 1.8857808671891687 1.4803276039865521 2.7365374982782669
leaf_count=338 27 19 4 33 13 3 34 2982 22 9 15 8 21 11 7 26 346 16 39 66 85 12 16 39 67 249 7 12 66 41
internal_value=1.47613e-05 -0.000846355 0.000741849 0.0140704 -7.27321e-05 0.000459929 0.0186056 -0.000235056 -0.033844 0.000119666 -0.004853 0.00129032 0.000213935 -0.0021107 0.00931306 0.00254726 -5.13753e-05 0.00472039 -2.90553e-05 -0.000895021 -0.0027551 -0.0121004 -0.071836 0.00207322 -0.00800736 0.0112033 0.0228719 -0.00213599 -0.0221439 0.00673205
internal_weight=100.181 45.8634 54.3177 3.12846 51.1892 50.4579 1.86127 48.5966 1.30448 44.5589 8.49101 36.0679 35.1595 28.0049 7.15466 6.12971 5.88655 5.2431 26.6122 25.8674 22.8496 7.78385 1.11279 15.0658 7.16019 7.90559 4.86799 6.67106 2.04874 4.62232
internal_count=4633 1537 3096 60 3036 3032 47 2985 41 1496 353 1143 1134 731 403 396 388 362 710 699 660 213 82 447 106 341 92 131 78 53
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 2 1 0 2 0 1 1 1 2 0 2 2 1 2 1 1 0 0 0 0 2 2 2 2
split_gain=0.00692503 0.044785 0.0653262 0.171294 0.0350256 0.0353093 0.0341 0.0291222 0.121809 0.160099 0.141926 0.118803 0.0846294 0.119185 0.0757138 0.0674899 0.0923929 0.0189895 0.0447961 0.0390169 0.0169086 0.0589382 0.0407631 0.0308188 0.0212275 0.0195669 0.0237927 0.0169582 0.0467506 0.0601112
threshold=43.735142172100005 43.564719632750005 43.384297312450009 0.48119816770000007 0.39587138110000003 0.38468908115000006 43.276780833950006 0.38512319990000005 0.48389269780000005 44.026978245600006 0.4995209724000001 0.39150025445000008 0.39170982905000007 0.40115565405000009 49.960114208400007 0.47787491390000009 44.578137159850009 48.109449608500007 0.34506451900000007 48.823707093150006 0.45824975300000009 0.46636328255000009 0.58745247150000013 0.58887458460000019 0.59751205050000011 0.59930840395000018 40.767054867700004 43.182896969600009 43.084051236300006 43.157831852650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -2 20 8 15 -10 -11 -9 -13 14 -14 16 -6 18 -18 -19 27 -22 -23 -24 -25 -26 -27 28 -1 -30
right_child=4 -3 3 -5 7 -7 -8 11 9 10 -12 12 13 -15 -16 -17 17 19 -20 -21 21 22 23 24 25 26 -28 -29 29 -31
leaf_value=-3.9032399921292922e-05 0.019805564241089351 -0.019899031275931837 -0.042893881098929172 0.064489744020744422 0.047336156115822453 -0.10530237129595443 -0.015782881853545754 -0.079468884793023192 0.066226932715721359 -0.1055057516433807 0.029536265484000242 0.10029719293863877 -0.1106920273732474 0.0038528818152765219 0.036995602833405208 -0.028133906901036711 -0.0033248711138459328 0.021757543130597759 -0.072744066001257851 -0.0034102140467469201 0.041219470148204006 -0.10089195264184794 0.07551264404990117 -0.10077373417367766 0.098035358877922918 0.017897928867274763 -0.1004922513240199 0.0093075811329556783 -0.049317121565179693 -0.00087054390219077737
leaf_weight=84.461611443830691 0.036504385266110329 1.1441385996933622 0.21677918734442769 0.47195200910334734 0.46885832781481251 0.059051788175993991 1.3870514886709617 0.19952619057585286 0.69082405162043847 0.11916157143423334 0.22435601580582443 0.082497169030830597 0.15275060945714392 2.2538397764317182 0.044920812173359081 0.69560111398368452 0.54192699497434693 0.85028607631102238 0.11220304911330459 2.2353108920642626 0.36850845892328377 0.052975065101229291 0.040652010062331101 0.028398729275252776 0.016163640841682536 0.048789271752051944 0.026032584815453674 1.8775910318290687 0.44228481278398291 0.60843524528247617
leaf_count=2518 31 48 33 31 34 21 33 19 17 10 58 4 125 633 27 23 42 18 74 52 72 74 4 44 7 308 175 26 56 16
internal_value=1.91429e-05 -0.000238943 1.08579e-05 0.0306906 0.00270347 -0.0575086 -0.000225606 0.00336694 0.00729858 0.038484 -0.017308 -0.00517444 0.000675456 -0.00267697 -0.07713 0.000721277 0.0054905 0.000244217 -0.0152324 0.00352517 1.96863e-05 0.0170151 -0.0248583 0.000310286 -0.0252972 -0.00173915 -0.0232933 -9.34066e-05 -0.000299824 -0.0212634
internal_weight=99.959 91.1914 90.0472 0.688731 8.76762 0.0955562 89.3585 8.67206 5.93853 1.03434 0.343518 2.73353 2.53401 2.45151 0.197671 4.90419 4.20859 3.73973 0.65413 3.0856 87.9714 0.58152 0.213011 0.160036 0.119384 0.0909855 0.0748219 87.3899 85.5123 1.05072
internal_count=4633 3445 3397 64 1188 52 3333 1136 328 85 68 808 789 785 152 243 220 186 116 70 3300 684 612 538 534 490 483 2616 2590 72
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 0 0 1 0 1 1 2 0 1 1 2 1 0 2 2 0 1 2 2 0 0 0 2 2
split_gain=0.00676604 0.0877117 0.0264828 0.0852812 0.100796 0.481559 0.123267 0.542327 0.325375 0.288593 0.221811 0.228209 0.191216 0.155081 0.0847457 0.0492563 0.0461451 0.15624 0.0670253 0.0357627 0.142332 0.0767338 0.506672 0.082618 0.0313175 0.0264136 0.224326 0.0979123 0.0772016 0.0598135
threshold=41.184662530950007 41.16018805045001 41.741384785950011 0.34479506600000004 0.48104847160000008 0.34584293880000011 0.48735067810000005 0.49405706415000006 0.36994401365000007 0.52688542260000015 0.40115565405000009 0.41917906650000009 41.319407281650008 0.54585192060000021 0.34446573455000007 0.3453339720000001 41.909642283050012 0.3459626957000001 0.48458129995000004 42.027798546600003 42.055256506450007 0.48389269780000005 0.36880632320000012 41.972095654800007 41.559097512700014 0.47736594710000008 0.47697673720000006 0.47757552170000012 39.955516828000007 38.983591653800012
decision_type=2 2 2 2 2 2 2 2 2 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 14 15 -6 -7 -8 -9 -10 -11 -12 -13 -14 -2 -5 17 -4 -19 21 -21 -18 -23 -24 -15 26 28 -27 29 -1
right_child=2 -3 16 4 5 6 7 8 9 10 11 12 13 24 -16 -17 19 18 -20 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0023914514594613832 -0.0069982270857569685 0.03712646190995042 0.027137500679293942 -0.0050810029573233762 -0.069516390696312477 0.016579591134309471 -0.14783846164564263 0.099647646658458655 -0.10352568816002068 0.037202663528689339 -0.1112123253961706 0.085486864172898205 0.080351928574636536 -0.11128054284396149 0.03995096908827174 0.015468240351770787 -0.00021151104487203881 -0.034858876426010384 0.0042214918896560953 0.064216942978700536 -0.00066748012905741745 -0.17732748473396143 -0.020166270076130945 0.075403597911431766 -0.031230122040110605 0.03596246082769089 -0.085549407701291158 0.00036221083522508735 -0.065754493258299657 0.03581900162116454
leaf_weight=2.243312073792977 0.7450451705759622 0.65732641146780579 2.3977920117217186 3.149133454300225 1.3381766513921318 2.0903460420668125 0.27858868986368213 0.28648978983983431 0.30661188382100579 0.853953187834122 0.26842742197914049 0.17978824995185505 0.074430739972740412 0.15499627845954933 0.79441345110535622 1.8527202934492377 1.1681615244553878 0.74201973865638127 1.0741348374940569 0.34180318962080747 31.047036576513964 0.19090044731274236 0.19658675428286188 0.16754883551038802 0.071378399680384064 0.78594759851694007 0.33739934395998705 45.349183993416467 0.16543579752399917 0.50119921224677444
leaf_count=245 30 22 30 29 30 22 4 11 34 10 11 16 15 26 16 36 39 9 47 17 2077 6 27 20 38 5 11 1604 124 22
internal_value=1.70104e-05 0.000838133 -0.000808555 -0.00480352 -0.00791386 -0.0167636 -0.00129975 -0.0164024 0.000271249 -0.0146379 0.00236427 -0.0373547 0.00389718 -0.0448681 0.0172292 0.00253058 0.000523368 0.0103795 -0.0117454 -0.000730953 3.90673e-05 -0.0147572 -0.045371 0.0238081 -0.0860398 0.000355102 -0.00836214 0.000968689 0.00058748 0.00458649
internal_weight=99.8103 50.0398 49.7705 12.4445 10.905 5.90319 4.56501 2.47466 2.19608 1.90959 1.60297 0.749021 0.480594 0.300805 1.53946 5.00185 37.326 4.21395 1.81615 33.112 31.3888 1.7232 0.555036 0.364136 0.226375 49.3825 3.24735 46.1351 2.90995 2.74451
internal_count=4633 2033 2600 328 282 217 187 165 161 150 116 106 95 79 46 65 2272 86 56 2186 2094 92 53 47 64 2011 402 1609 391 267
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 0 2 0 1 0 2 1 0 0 2 1 0 1 0 0 0 1 1 2 2 0 1 1 1 2
split_gain=0.00847029 0.0816621 0.162705 0.211682 0.160866 0.138695 0.234601 0.115282 0.106899 0.116355 0.0846994 0.108958 0.060658 0.0776284 0.0605374 0.0556333 0.140385 0.0838437 0.129755 0.061351 0.117256 0.0386958 0.489682 0.144372 0.0745426 0.0708196 0.166482 0.121627 0.0380447 0.0530866
threshold=0.48185683060000012 0.34584293880000011 40.300545846000013 0.48119816770000007 42.154118731400011 0.48104847160000008 41.935569238650011 0.47961138885000004 0.34569324270000007 0.48149755995000004 38.474425342400004 0.35585760905000008 0.47880302985000006 0.47736594710000008 41.681597818500002 0.3453339720000001 0.48032993025000009 0.34524415440000006 0.48001556840000009 0.47787491390000009 0.47697673720000006 0.3453339720000001 0.34542378970000004 41.489621506400006 42.982930821650008 0.48265022005000008 0.34566330350000002 0.34575312120000007 0.34587287805000005 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 5 6 14 12 9 15 11 -3 13 28 -4 17 19 -1 -19 20 -17 23 -23 -2 -25 -24 -27 -28 -6 -30
right_child=21 2 3 -5 7 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 22 25 24 -26 26 27 -29 29 -31
leaf_value=-0.00054915954554021025 0.022542479245481875 0.078395160315769596 0.040290024060349129 -0.064204983958430689 0.10067540250117012 -0.012895352137949644 0.10773669310261852 -0.10792654874550488 0.023727600446953198 -0.034093355407853375 -0.11927087509393491 -0.11022434595854742 0.053188725664259862 -0.079915715261223139 -0.046773095880488058 -0.011781929751640288 0.029992559031550722 -0.0017520907804594828 -0.050934000440884891 -0.0062849985431810071 0.049115046620942272 -0.13388872073098454 -0.028215223781081402 -0.022036615980851222 0.0093529704765856637 0.028548443460290476 -0.04070835437256573 0.00041755203119216454 -0.1010436638712225 0.025509274516256883
leaf_weight=18.425963467883971 3.3123419624753287 0.061470804234934562 0.14736006704333726 0.53127780346585485 0.039178833365440258 0.47384434007108212 0.40112183697056025 0.15507560427067801 1.8157575112054463 1.0419642720371474 0.22067139945329473 0.061033289743919084 0.11879842821508646 0.16555575953680091 0.1743659834828577 0.63249590640124853 1.9981911889044566 1.3715822019618138 0.88098646700382222 4.4718750594038283 0.63224632432684302 0.27238527918234368 0.84645681580423016 1.6472342479974034 1.3991412001196293 2.1020224248059085 0.72860538121312757 55.227723249511143 0.045457944492603986 0.12239070567375165
leaf_count=857 30 16 16 8 2 3 9 7 34 12 16 27 5 28 30 32 30 50 7 62 17 5 12 30 13 29 17 3124 40 65
internal_value=1.48338e-05 -0.00126619 -0.0178935 -0.00859128 0.00743907 0.0291526 0.056716 -0.032756 0.000178802 -0.00127285 -0.0822553 -0.0155778 -0.00903282 -0.0288722 -0.00689561 -6.92693e-05 0.00716578 -0.00277554 -0.0209873 -0.000785296 0.0186605 0.000679206 -0.00011732 0.00809205 -0.00761999 0.00050126 0.00091993 -0.000117947 0.0119463 -0.00876468
internal_weight=99.5246 33.9887 2.7176 2.37443 1.84315 1.19669 0.722848 0.646457 31.2711 29.4553 0.343175 0.122504 0.491382 0.372583 0.321726 28.4133 7.73481 20.6785 2.25257 5.73662 1.26474 65.5359 59.1772 6.35872 3.04638 58.9048 58.0584 55.9563 0.207027 0.167849
internal_count=4633 1373 272 213 205 58 55 147 1101 1067 59 43 140 135 46 1055 141 914 57 111 49 3260 3187 73 43 3182 3170 3141 107 105
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 0 1 2 0 0 1 1 0 1 2 2 1 2 0 1 1 0 0 0 0 1 0 1 0
split_gain=0.00876105 0.0433078 0.177116 0.0879791 0.0790071 0.0755489 0.275137 0.063487 0.100918 0.188094 0.0527198 0.103204 0.387009 0.437648 0.216404 0.0975118 0.0672144 0.137951 0.0472215 0.0349736 0.0751466 0.169247 0.0328372 0.0313334 0.086761 0.0251455 0.021694 0.0557493 0.0156749 0.156812
threshold=0.47868327295000007 0.34458549145000011 0.47736594710000008 0.47787491390000009 41.257948413050009 40.250747516500006 0.47500074850000013 0.3447052483500001 40.806664626150003 0.47757552170000012 0.47757552170000012 0.34512439750000007 0.34536391125000004 0.47709649410000005 0.34545372890000009 41.741384785950011 41.289992964000007 0.34584293880000011 41.972095654800007 0.47976108500000009 0.3447651268000001 0.34518427590000006 0.45995628875000011 0.47721625100000004 0.47697673720000006 0.48001556840000009 0.34560342505000002 0.47880302985000006 0.34422622080000004 0.47568935060000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 28 5 -5 6 -3 -7 9 -9 11 15 13 18 -14 -10 -16 -18 -13 20 -2 -22 -19 24 -17 -21 -23 -28 29 -1
right_child=19 3 -4 4 -6 7 -8 8 10 -11 -12 12 14 -15 16 23 17 22 -20 25 21 26 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013697070373510332 -0.013322516635825343 0.081104119368625258 0.055978889696572824 -0.036874060626192397 -0.0058038675288628674 -0.030652704073693499 -0.10707996683039583 0.10341497895705153 0.041445949544342317 0.001723675133093217 0.014130800959015434 0.097293874109466869 0.073299073388813071 -0.17311780249017322 0.0023902369151854301 0.037442073639475895 -0.10503419284461178 -0.071801510720249581 -0.015316249390930953 -0.015396556098771795 0.051348917565725287 -0.0032671882618041169 0.019032420322461188 -0.021432117458531311 -0.020760605782365184 0.00013671071647595857 -0.008818657672166854 0.036324731918878889 0.011606200768164675 -0.072131314897105836
leaf_weight=5.3815106744830192 1.2136921897599666 0.1156427592778132 0.60274471843149502 1.4637591823411642 1.8563596876010704 0.54982859827578057 0.23675333778373897 0.28404994351376434 0.64072261448018286 0.50573042035102844 1.9062962064053861 0.068000693924659461 0.32930944398572126 0.30268055573105812 0.64006881974637486 0.48203301972534951 0.22184516737729609 0.048921063262415743 0.082313513942608552 1.0568972223263688 0.97214644914492998 1.8721243254040021 0.21343199109105626 0.65753529747598793 0.546473010443151 74.742947424167326 0.53069950451026648 0.56458446150645614 0.90028954510565817 0.30681129690674414
leaf_count=519 13 78 12 25 40 6 16 66 9 2 30 16 11 8 10 40 37 97 39 19 29 31 30 7 5 3371 7 35 16 9
internal_value=1.49494e-05 -0.00195835 0.00409246 -0.00586028 -0.019502 -7.70776e-05 -0.0453252 0.00205486 0.00465011 0.0382977 0.000321809 -0.00589646 -0.0231452 -0.103851 0.00200621 0.00823727 -0.0188762 -0.0469886 0.0356275 0.000462077 0.00843371 0.0151363 0.00209459 -0.00438255 0.00651742 -7.98737e-05 0.0032728 0.0144513 -0.00065426 -0.00259472
internal_weight=99.2962 18.3431 7.19136 11.1518 3.32012 7.83164 0.352396 7.47924 6.92941 0.78978 6.13963 4.23334 1.90657 0.452995 1.45358 2.32676 1.12427 0.484198 0.150314 80.9531 5.15325 3.93955 0.262353 1.68604 1.02851 75.7998 2.96741 1.09528 6.58861 5.68832
internal_count=4633 1128 556 572 65 507 94 413 407 68 339 309 248 63 185 61 174 164 55 3505 115 102 127 52 45 3390 73 42 544 528
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 1 1 0 2 1 1 2 1 0 2 2 2 0 2 0 0 1 2 0 2 0 1 2 0 1
split_gain=0.00748554 0.0626899 0.0372622 0.0573542 0.0613123 0.0574954 0.0450883 0.0413029 0.0851917 0.142137 0.0346094 0.0299201 0.0267542 0.179821 0.0448648 0.118043 0.125342 0.17206 0.112374 0.0592668 0.138996 0.133076 0.045229 0.0342596 0.0328753 0.0756914 0.0219721 0.0221501 0.156184 0.234107
threshold=0.47938684470000009 0.47961138885000004 0.34626208795000007 0.47880302985000006 42.283941020600004 0.35799826355000003 0.36166581840000006 0.47847369840000004 40.250747516500006 0.34560342505000002 0.34479506600000004 41.935569238650011 0.34458549145000011 0.47736594710000008 41.16018805045001 40.621691032550004 40.806664626150003 0.47787491390000009 41.32819714970001 0.47673722340000008 0.47568935060000012 0.3447651268000001 43.968221017800005 0.47774018740000007 41.685324604100011 0.47736594710000008 0.34458549145000011 43.895345911700005 0.48032993025000009 0.3465914194000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 7 4 11 -6 -7 12 -9 -10 -2 -4 13 -1 15 23 17 -17 -16 20 21 -20 24 -14 -21 -26 -3 -28 -29 -30
right_child=1 26 3 -5 5 6 -8 8 9 -11 -12 -13 14 -15 18 16 -18 -19 19 22 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.00059222712397835901 0.0034779184303976927 -0.015399662147302474 0.011515692743008892 0.10078910648522424 -0.10134899882645634 0.090103627170996681 -0.024015510079197666 0.0046636444603556362 -0.064124825210643707 0.003368418208770917 0.028143598208908202 0.09268572022252082 0.0044556766132588148 0.058370671321499902 0.021992796357683874 0.10281526104623916 -0.10780870463637296 -0.106897862184115 0.059493068632527568 -0.0012459859781103041 -0.10521840025765249 -0.062351248423172106 0.017743328423711294 -0.018749666419919913 -0.0046838622347883203 -0.054635994420645741 -0.00016406064478742763 0.081199822638197472 -0.10835333016449521 0.010216197144338079
leaf_weight=6.5756502847018412 1.0561034381389611 0.91905623751153953 0.086911871713303834 0.083597404882311821 0.067409328130821677 0.047833880910275184 0.12534440588806106 1.1854114527814084 0.67069670952696447 0.58346570190042257 1.2330259969457982 0.095105149172013626 1.3703527774828579 0.56138706952333439 1.8009552802168398 0.084659462638228322 0.25236339095863514 0.072734802961349487 0.18161933543160547 2.8182980641722679 0.19687554639472182 0.1769910095990781 0.85033121175001714 1.1875787335447965 0.99985268213640643 0.43546116381912725 72.872289427704587 0.27024043165147249 0.18090353626757893 2.0944195687092133
leaf_count=544 6 16 69 4 15 70 26 17 40 8 35 8 56 10 9 57 19 2 5 22 60 36 23 10 39 36 2537 4 6 844
internal_value=1.41136e-05 0.000457929 -0.0016872 0.0251073 0.0101363 -0.022994 0.00750554 -0.00236521 -0.0145577 -0.0327254 0.0167639 0.0539276 -0.00067183 0.00404569 -0.00390053 -0.0143003 -0.0641303 0.00590295 0.000236411 -0.00668695 -0.0377065 -0.000642811 -0.00331095 -0.00631794 -0.00751986 -0.0198389 -3.1042e-05 0.000156243 0.00932563 0.00078912
internal_weight=99.1369 78.626 20.5109 0.506202 0.422605 0.240588 0.173178 20.0047 2.43957 1.25416 2.28913 0.182017 17.5651 7.13704 10.4281 2.96769 0.409758 0.157394 7.46038 5.65943 0.555486 0.35861 5.10394 2.55793 4.25361 1.43531 76.3369 75.4179 2.54556 2.27532
internal_count=4633 3448 1185 192 188 111 96 993 65 48 41 77 928 554 374 144 78 59 230 221 101 41 120 66 97 75 3407 3391 854 850
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 1 1 1 2 0 0 2 2 0 0 1 2 2 1 1 0 1 1 1 0 1 2 2 2
split_gain=0.00737943 0.065962 0.0356737 0.0922707 0.0310512 0.0293724 0.150429 0.0258899 0.037903 0.0245623 0.0143167 0.0141975 0.0880844 0.13592 0.032158 0.0391098 0.0581981 0.0687593 0.0261593 0.022143 0.0934158 0.149624 0.0375275 0.120981 0.180858 0.0366402 0.0274935 0.0142518 0.0132783 0.0349698
threshold=0.57212358910000016 0.57403969940000021 0.43643902880000007 0.43837010870000009 40.574766824850009 40.858951393400005 0.44922307715000004 0.46112391845000006 0.4690129038000001 37.345948426100009 0.62376874945000005 0.56579144335000009 42.546237522150008 41.184662530950007 0.56345618395000019 0.5619592227500001 0.44765126795000004 40.518963363600001 39.427119987250002 0.43349001525000008 0.44393880420000004 0.5485614203000001 0.42663393310000008 0.42991227810000004 0.42802610700000004 0.54504356155000011 0.4289991317500001 43.276780833950006 41.808689985400001 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 -4 9 -6 -7 -8 -9 10 -5 14 13 18 15 16 19 -18 -13 22 21 25 -1 24 -24 -21 -26 -14 -10 -30
right_child=1 2 3 4 5 6 7 8 28 -11 -12 12 27 -15 -16 -17 17 -19 -20 20 -22 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=9.7275912988169041e-05 -0.10179274289337159 -0.10203282207566629 0.098228551759408353 0.080220990288789429 0.012518358943357328 -0.10201401438933466 0.02370434137951551 -0.10189961854100103 0.048889417945725905 -0.10038208936390154 -0.10026773946256394 -0.0071390255500533035 -0.015837015664798251 0.073088084779248705 -0.018554730083724037 0.021081032660113352 0.0010592704829352469 -0.066225102028722505 0.023580977937285866 0.096255382316728214 0.065257124053171592 -0.031353801183632089 -0.07870407409310512 -0.093174459324278383 0.082987682894430009 0.02524054999740015 0.018743059286914811 0.0034382598721287281 -0.06641314212456266 0.0042628403416306642
leaf_weight=89.417432645494515 0.069307411304316502 0.03543323850317448 0.089828433832394583 0.014634017892470208 0.73958266658678429 0.16252988028566029 0.35110463509045076 0.042323807300817862 0.044270426798171059 0.058025550070212262 0.0062811733544699813 0.64729505298382084 1.1013240520696852 0.41212617210112501 0.93346622438332261 0.87994965170582773 0.31963934545535622 0.28938701110112675 0.48480428225593641 0.12804923470763074 0.27071300343959592 0.5823994659449454 0.16428435825082388 0.18173552541291826 0.14965844822700092 0.16794392466545105 0.12004357374055985 0.58860104878840491 0.085232434774127341 0.39194449566434741
leaf_count=2925 33 24 7 121 29 49 33 25 75 193 159 37 10 14 49 34 16 27 28 59 11 35 14 49 15 3 33 80 215 231
internal_value=1.14114e-05 -0.00586685 -0.00257751 -0.000802864 -0.00549494 -0.00282745 -0.0133615 0.00238778 -0.0108877 -0.0668928 0.0260173 0.000138308 0.00665235 0.0239166 -8.67598e-05 9.92658e-05 -0.000101874 -0.0309118 0.00601635 0.000103912 0.0138977 -0.00193081 -7.21401e-05 -0.0246754 0.00400921 0.0559622 0.0543926 -0.00912344 -0.00350064 -0.00836117
internal_weight=98.9294 2.0905 2.02119 1.98576 1.89593 1.81699 1.07741 0.914876 0.563771 0.0789407 0.0209152 96.8389 3.23415 1.54423 93.6047 92.6712 91.7913 0.609026 1.1321 91.1823 1.14911 0.878393 90.0332 0.615722 0.433986 0.295993 0.269702 1.68993 0.521447 0.477177
internal_count=4633 1194 1161 1137 1130 657 628 579 546 473 280 3439 169 79 3270 3221 3187 43 65 3144 108 97 3036 111 62 62 48 90 521 446
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 0 2 0 1 0 2 2 2 1 0 0 0 0 2 0 1 0 1 1 1 1 1 1 2 1
split_gain=0.00701149 0.0762881 0.143094 0.1579 0.142665 0.11794 0.216251 0.100986 0.0851775 0.0935844 0.0777128 0.0986331 0.053126 0.0441322 0.118941 0.0652986 0.0482816 0.100269 0.0428221 0.081411 0.0551929 0.039701 0.0392419 0.0363498 0.0608515 0.120071 0.0410325 0.12475 0.0356955 0.0182178
threshold=0.48185683060000012 0.34584293880000011 40.300545846000013 0.48119816770000007 42.154118731400011 0.48104847160000008 41.935569238650011 0.47961138885000004 0.34569324270000007 0.48149755995000004 38.474425342400004 37.817254840650008 41.681597818500002 0.3453339720000001 0.48032993025000009 0.48032993025000009 0.47787491390000009 0.47697673720000006 43.321682097200004 0.47880302985000006 0.35799826355000003 0.48233585820000008 0.36166581840000006 0.34482500525000009 0.3453339720000001 0.34545372890000009 0.34566330350000002 0.34575312120000007 42.759119507950011 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 10 4 5 6 12 18 9 13 11 -3 -4 15 16 -1 17 -15 28 20 -20 -2 -22 -23 -25 -26 -27 -28 -6 -29
right_child=21 2 3 -5 7 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 22 23 -24 24 25 26 27 29 -30 -31
leaf_value=-0.00069266784826113202 0.01376021721784731 -0.10122524237662023 0.038138684649767843 -0.056399704056514767 -0.0047951490135864569 -0.011510060070494687 0.10644034286072748 -0.10719380352842767 0.021488702709170551 -0.030435371653238154 -0.11738807737067639 0.084310589605184436 -0.045335937424749527 -0.011145452995880607 0.027722801705458169 -0.021058905499733702 -0.0056697531591666586 0.046718376346997714 -0.10142226741075491 0.10071342699070931 0.092588211895933192 -0.012532648299364466 -0.018590259846527856 0.015594817933254266 -0.056577798875518115 0.014134568536582218 -0.040069908669948522 0.0036075562194443356 -0.10287292333047034 -0.00066465695355559106
leaf_weight=18.776362992958543 2.2189163869611539 0.061398185948874029 0.1384608323351133 0.53375652896647796 0.0730601795730762 0.47785136755555868 0.35810705093899742 0.14324952941387892 1.7739805879791664 1.047027957625686 0.204155603940535 0.053724506861925647 0.16967128252508701 0.61684380627124713 1.9627679460681973 1.7183543632527278 4.4384422953808098 0.58204301563091576 0.059883740626901272 0.075688701122999191 0.043168657713977154 2.1814139377092934 0.11999529402237386 2.5929406264331183 0.37350868992507358 2.0681900610215953 0.77426184643991192 13.094840608537195 0.075410831966603808 41.980162267636132
leaf_count=897 18 34 16 8 17 3 9 7 34 12 16 9 30 32 30 17 62 17 15 4 64 26 17 38 14 22 18 216 23 2908
internal_value=9.86138e-06 -0.00116616 -0.0176602 -0.00883757 0.00579829 0.0264013 0.0535927 -0.0341228 0.000214358 -0.0010807 -0.0803404 -0.0146409 -0.00782616 1.3284e-05 0.00652171 -0.00240025 -0.000859941 0.0169466 -0.0107167 0.0110984 -0.0193115 0.000613385 0.0108245 0.000150821 0.000605258 -6.15183e-05 0.000302954 -0.000209253 -0.0546104 0.000351121
internal_weight=98.7876 33.5034 2.58758 2.2683 1.73455 1.14409 0.666239 0.590457 30.9158 29.1418 0.319278 0.115123 0.308132 28.0948 7.6001 20.4947 5.63733 1.19889 0.447207 0.298736 0.223048 65.2842 0.163164 63.0653 60.8839 58.291 57.9175 55.8493 0.148471 55.075
internal_count=4633 1373 272 213 205 58 55 147 1101 1067 59 43 46 1055 141 914 111 49 140 100 96 3260 81 3242 3216 3178 3164 3142 40 3124
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 1 2 2 2 2 1 1 0 2 1 2 2 0 2 2 0 2 2 2 0 0 1 1 1
split_gain=0.00865039 0.0723685 0.114644 0.062452 0.0281333 0.248029 0.0806059 0.114807 0.0953404 0.0925977 0.115325 0.389706 0.302335 0.108447 0.0702798 0.231218 0.185065 0.0735306 0.0447941 0.0798526 0.286503 0.199369 0.0592585 0.0617239 0.0602386 0.0471593 0.097409 0.388865 0.125863 0.107103
threshold=41.404176814550006 41.542492784600007 0.34521421515000011 41.362929270750008 0.3459626957000001 0.34608245260000009 0.34569324270000007 41.675153845500006 41.808689985400001 41.873095646600007 42.431220712750012 0.34521421515000011 0.34494476210000008 0.47757552170000012 42.206017975500011 0.34575312120000007 42.686561923500008 42.546237522150008 0.48149755995000004 42.154118731400011 42.876019054300009 0.48119816770000007 43.321682097200004 43.521589032450009 44.749265482150008 0.48911709230000006 0.49194634890000005 0.34708541665000009 0.3475943834000001 0.34900152690000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 7 -3 -9 -10 11 12 13 -11 -8 -16 17 -17 19 -7 -21 22 -22 -24 -25 -20 -27 -28 -29 -30
right_child=1 4 -4 -5 5 18 14 8 9 10 -12 -13 -14 -15 15 16 -18 -19 25 20 21 -23 23 24 -26 26 27 28 29 -31
leaf_value=0.00036156567656074964 -0.047684057933526924 0.035496307622079892 -0.0038000744468880809 0.025270399015537817 -0.061147646725698973 0.084964665063861244 0.028882451652368468 -0.034334868138636294 0.03907539674015606 -0.0061097285153444052 0.0018505028910315768 -0.10644962216096088 0.03858357707346935 -0.11453002502187955 -0.064033531297040383 -0.10688563594351741 0.075394541962932313 0.047299892223585806 -0.013915050013283602 -0.1176185997178819 -0.1029490099024178 0.10740787223089612 0.091886516945785243 -0.10306269888600859 0.014427940897778366 0.018174840146059704 -0.1520798183718477 -0.042738273950060385 0.041569768549147235 -0.00076437952751956572
leaf_weight=56.143755300451843 0.83069839031850223 0.85958927232935067 2.1008429522730054 1.0249352163755237 0.69534907331035611 0.16207078318621171 1.9736455427482718 0.86385813728588701 0.57859895065121136 0.15701196015981966 10.922897682779011 0.44490822264197039 0.79379371022150735 0.22369198256637901 0.38070723260170769 0.097955935110803694 0.37611308522900799 0.045203171612229198 2.610840626081429 0.1467414578851276 0.057702760428302469 0.24546199524775147 0.067330542966374196 0.059926826688752044 0.16055006150236295 2.6359550494235036 0.17230981215834518 0.68404335156083007 0.62763542588800092 12.493171410462532
leaf_count=2150 24 17 44 17 12 38 15 17 14 46 450 38 10 7 11 7 21 59 38 18 17 2 11 14 69 20 2 6 9 1430
internal_value=1.05509e-05 -0.001089 -0.0162353 0.000808138 6.31851e-05 -0.00242939 0.00299202 2.43842e-05 -0.00215594 -3.73315e-05 -0.00184167 -0.0267454 0.00344714 -0.0698147 0.018322 -0.00483692 0.0385634 -0.0582008 -0.000400454 0.0214072 0.007444 0.0384977 -0.0104584 0.00808511 -0.0175067 -0.00142117 0.000542314 -0.00278301 -0.00091951 0.00126068
internal_weight=98.6373 41.4686 2.93154 57.1687 38.5371 20.8191 17.718 14.8443 13.9848 13.1209 12.5423 1.61941 1.1745 0.380704 2.87362 0.899979 0.519272 0.143159 20.1237 0.899784 0.737714 0.590972 0.34551 0.287807 0.220477 19.224 16.6131 13.9772 13.8049 13.1208
internal_count=4633 2466 68 2167 2398 1686 712 599 582 565 551 101 63 53 113 98 87 66 1674 169 131 113 111 94 83 1505 1467 1447 1445 1439
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 1 1 2 2 2 2 1 1 1 0 1 0 0 0 1 1 1 0 0 2 2 2 1 2
split_gain=0.00706491 0.0585859 0.0514617 0.0243713 0.130956 0.0228503 0.200791 0.0674168 0.0953316 0.0765663 0.0763136 0.0994692 0.354452 0.256701 0.0881722 0.0676487 0.0580705 0.0414892 0.0643867 0.0796776 0.336055 0.101741 0.0883473 0.0724394 0.150379 0.127553 0.061792 0.101154 0.129468 0.0999147
threshold=41.404176814550006 41.542492784600007 41.362929270750008 41.444941515100005 0.34566330350000002 0.3459626957000001 0.34608245260000009 0.34569324270000007 41.675153845500006 41.808689985400001 41.873095646600007 42.431220712750012 0.34521421515000011 0.34494476210000008 0.3447651268000001 0.48077901860000011 0.34584293880000011 0.48271009850000007 0.48911709230000006 0.49194634890000005 0.34708541665000009 0.3475943834000001 0.34900152690000003 0.50291907430000016 0.50452082270000009 42.154118731400011 41.835830569250014 42.081757894750005 0.40206880030000008 42.055256506450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 7 -7 8 -3 -10 -11 12 13 14 -12 -9 -17 -8 -19 -20 -21 -22 -23 25 -25 -24 -26 28 -28 -30
right_child=1 5 -4 4 -6 6 17 15 9 10 11 -13 -14 -15 -16 16 -18 18 19 20 21 22 23 24 26 -27 27 -29 29 -31
leaf_value=0.00032545428069260997 -0.0018245438563002847 0.032708047420266152 0.023101715797477163 -0.049177752348752907 0.0028930673262868379 -0.055011361777416223 0.016391832925223223 0.049703294033198751 -0.030714269173308297 0.035723902430760048 -0.015409945719288699 0.0016664017407633344 -0.10581932099001046 0.035595257075283403 -0.11418815574032129 -0.0029205590114424543 0.029886975861051313 -0.018154426888140698 0.016520635612658655 -0.14538027421448901 -0.038386022118719131 0.038059696011418183 0.0084777227083063286 0.087753807853236832 -0.036356978193193994 -0.054328961041840262 -0.0076221345883689881 -0.0017221694150567888 0.024935758252206397 0.10150752662641248
leaf_weight=56.136389869173904 0.98784444190368903 0.84061297736843599 1.0098636036782398 0.8961659052511094 1.0475741983817313 0.69561246364537765 1.3768398686193339 0.51415858665677605 0.86884541569764806 0.57006552038455893 0.17503112838851353 10.917002769714694 0.40484511286194891 0.77539085810531105 0.18682077477569692 1.4179401840083303 0.87089253356680263 2.0858723662099719 2.6112623342778543 0.1627200171351405 0.68536872882395883 0.61752572096884151 0.64324241317808695 0.20036532758967851 0.44057682912591367 0.65021212660998629 0.55257418722612672 9.3098503053841899 0.40514553032744516 0.29411827400326729
leaf_count=2150 17 17 17 24 27 12 173 35 17 14 39 450 38 10 14 14 64 34 20 2 6 9 11 20 94 38 22 1186 52 7
internal_value=8.26057e-06 -0.000989868 0.000727946 -0.0146143 -0.0211143 5.37224e-05 -0.00219389 0.00271003 6.49971e-06 -0.00197144 -5.47281e-05 -0.00169178 -0.0254656 0.00313943 -0.0664082 0.0169257 0.00956259 -0.00036014 -0.00159627 0.000487737 -0.0025109 -0.000826161 0.00113686 -0.000687771 0.00189935 -0.0230948 0.000335827 0.00186645 0.0285548 0.0571427
internal_weight=98.3507 41.2045 57.1463 2.93158 1.94374 38.2729 20.7313 17.5416 14.7386 13.898 13.0292 12.4591 1.54209 1.13724 0.361852 2.80299 2.28883 20.0357 18.6588 16.573 13.9617 13.799 13.1136 12.4961 11.2026 1.29345 11.0023 10.5617 1.25184 0.699264
internal_count=4633 2466 2167 68 51 2398 1686 712 599 582 565 551 101 63 53 113 78 1674 1501 1467 1447 1445 1439 1430 1381 49 1361 1267 81 59
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 1 0 0 2 2 1 1 0 2 1 1 1 0 2 1 1 0 0 1 1 1 1 0 0 1
split_gain=0.00659441 0.0502796 0.0285763 0.0238745 0.0835111 0.0754249 0.0874899 0.0202334 0.0410023 0.143161 0.0268761 0.053598 0.0405912 0.0214603 0.0185222 0.031375 0.0569589 0.0430209 0.0294384 0.281462 0.22883 0.19012 0.1242 0.0564502 0.0936707 0.0599782 0.104698 0.0729936 0.0590538 0.0483447
threshold=0.47938684470000009 0.47961138885000004 0.34479506600000004 0.47787491390000009 40.518963363600001 0.34566330350000002 0.47847369840000004 0.47721625100000004 41.362929270750008 41.873095646600007 0.34554354660000003 0.34584293880000011 0.45995628875000011 44.461493122800007 0.34458549145000011 0.34491482290000003 0.34506451900000007 0.48001556840000009 43.735142172100005 0.34566330350000002 0.3465914194000001 0.50913146310000013 0.52366695610000014 0.34542378970000004 0.34524415440000006 0.34566330350000002 0.34569324270000007 0.48271009850000007 0.48077901860000011 0.38512319990000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 10 -9 -10 -1 -12 -13 -11 -3 -16 -17 -18 23 -20 -21 -22 -23 24 -19 27 -27 -25 -28 -24
right_child=1 14 -4 4 5 -7 -8 8 9 13 11 12 -14 -15 15 16 17 18 19 20 21 22 29 25 -26 26 28 -29 -30 -31
leaf_value=-0.0011895619777393359 0.0031292941351595822 -0.014148787196375932 0.02570141527664755 0.0038541568407697404 -0.01571764244244447 0.0082110486877078944 -0.060829009234521891 -0.0019888677434648882 0.051746574734600481 -0.017909469899352246 -0.10130353896953073 -0.076747346468040101 0.029452050783609903 0.0079923719621404609 0.0089896341284714659 -0.017632490301077258 0.025995642097274008 0.0045392319554398092 0.097527036037209497 -0.1105411862312056 0.065182829040416487 -0.10394236593634061 0.063750629677576928 -0.002835357964279508 -0.025366835937888379 -0.032862667214732959 -0.035648348093233771 0.025096940057123859 0.00024361155980261569 -0.0020782142771273277
leaf_weight=9.1736004996166329 1.0534468814730638 0.91570201690774311 1.1994933839887378 3.2680889694020143 1.3768099615699618 0.70597363319393469 0.62511505436577852 2.7932153204455963 0.74071719031780991 0.56850486641633302 0.080995874607197149 0.051512309939618417 0.11944140686159699 0.73138817434664816 3.8189988881349555 1.8497854219749559 0.63801336612959758 1.920189359691 0.32449946925043649 0.17723643407225642 0.46758135990742777 0.11826741403595908 0.11653122360849044 1.7160388367483386 2.3040209687314928 0.99002739018760522 0.46225251451687555 2.0570132113061845 55.140999391056788 2.6161528633950866
leaf_count=786 6 16 35 38 27 27 39 21 9 31 22 130 42 13 35 19 26 28 6 4 61 63 15 24 31 19 12 29 2272 747
internal_value=7.78326e-06 0.000425643 0.015147 -0.00160057 -0.00690644 -0.0198931 -0.029804 0.000623083 0.00588316 0.0166585 -0.00207451 -0.0342958 -0.00254828 -0.00333573 -1.28709e-05 0.000160372 -0.000315222 0.0001487 -9.23544e-05 0.00843732 0.00016745 0.00608018 -0.00361317 -0.00059685 -0.0117725 0.00018518 -0.000628705 0.0123929 -5.47729e-05 0.000728958
internal_weight=98.1216 77.8863 2.25294 20.2354 5.97599 2.7079 2.00193 14.2594 4.83383 2.04061 9.42555 0.25195 0.170954 1.29989 75.6333 74.7176 70.8986 69.0488 68.4108 3.82027 3.49577 3.31853 2.85095 64.5905 4.22421 60.3663 56.5933 3.77305 55.6033 2.73268
internal_count=4633 3448 41 1185 131 93 66 1054 74 53 980 194 172 44 3407 3391 3356 3337 3311 896 890 886 825 2415 59 2356 2303 53 2284 762
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 2 0 2 1 2 2 2 1 1 2 2 2 1 0 0 0 2 2 1 0 0 2 2 0 1
split_gain=0.00649929 0.0392343 0.121862 0.0691492 0.0363429 0.0303561 0.218356 0.0690864 0.109367 0.0368751 0.0232646 0.0259061 0.0207307 0.0193311 0.0759081 0.0669281 0.0435795 0.0296202 0.0188883 0.0488465 0.0151955 0.029803 0.0191434 0.0119389 0.015916 0.0526919 0.0399055 0.0689435 0.0431309 0.038821
threshold=0.31100865245000009 49.247968080500009 49.064150740050003 0.39614083410000006 44.952171034750002 48.823707093150006 0.39672464895000009 48.96897326980001 0.36042334060000009 49.064150740050003 49.960114208400007 50.666627092000006 0.31638274305000008 0.34007963835000005 41.909642283050012 41.32819714970001 37.500638522700008 0.32168198560000011 0.4560492201000001 0.4413939702500001 0.58035687555000015 51.757767929250001 52.834037000700008 0.34377713240000007 0.47868327295000007 0.47787491390000009 38.171717059500004 40.467253020850002 0.47673722340000008 0.34530403280000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 12 -7 -8 -9 -10 -11 -12 -2 14 15 16 18 -18 19 -14 21 -13 -22 -15 25 26 -25 -28 -29 -30
right_child=5 -3 -4 -5 -6 6 7 8 9 10 11 20 13 23 -16 -17 17 -19 -20 -21 22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.10047326375670139 0.015337387510144282 -0.00060665680237802146 0.10542160255719468 -0.085174792315713399 0.084376631772991151 -0.11344687418165122 0.03332524444955965 -0.10432045282375585 0.057977263460281807 -0.073042944779016281 0.039818398370213906 0.056683175890738846 0.08993682074737562 0.0078781904665065159 -0.10090371520872483 0.091383444641541689 -0.077969222132491078 -0.006993821687645444 0.10019734735268818 -0.1015750591081291 -0.1012192986415623 -0.10017273578104043 0.015223682588402699 -0.022081660798919378 0.00040700081440952314 -0.013654339430558549 0.03298125636653379 -0.014898005006546739 -0.00087519107926872395 0.017894927482351594
leaf_weight=0.013070931246018547 0.88329635221383185 1.4952487689588452 0.14340849220752716 0.082301452919665508 0.057097097262158059 0.19222898455336401 0.42447099044329661 0.12092657419862007 0.097661771849743673 0.053126284141939095 0.095240750956236297 0.038932609598759882 0.029837797689409196 1.9079014921821755 0.093534509647724917 0.065771766530815512 0.11500436527421698 0.12031275896515581 0.033361714158672839 0.024055018904618919 0.04326109730322969 0.017584205191626623 0.020958715395408944 0.7067646218430238 79.356936752689506 3.5918857056276456 0.6878680299725185 1.5587967405489669 4.4136828629125375 1.4684834902200234
leaf_count=132 63 22 1 45 13 8 26 16 8 57 42 12 64 34 55 9 10 34 10 6 72 98 25 83 3162 72 35 298 55 66
internal_value=8.5718e-06 0.00597703 0.0392484 -0.0229923 0.0499427 -0.000102598 -0.0165862 0.00382613 -0.0218489 0.00534285 -0.013759 0.000823749 8.89118e-05 -5.41096e-05 -0.0200318 -0.000553413 -0.0192992 -0.041681 0.0410624 0.00445563 -0.0299364 0.00788024 -0.0632171 4.86397e-05 -0.000114111 -0.00344173 0.000709951 0.00269158 -0.000108504 0.00381077
internal_weight=97.953 1.79113 0.295878 0.152469 0.070168 96.1619 1.10439 0.912163 0.487692 0.366765 0.269104 0.215977 95.0575 94.1742 0.481878 0.388343 0.322572 0.235317 0.0872545 0.0538928 0.120737 0.0565168 0.0642198 93.6923 91.7844 12.4275 8.8356 8.12883 7.44096 5.88217
internal_count=4633 213 191 190 145 4420 364 356 330 314 306 249 4056 3993 188 133 124 44 80 70 207 110 97 3805 3771 609 537 454 419 121
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 1 0 2 1 2 0 0 1 1 2 1 0 2 1 2 0 1 1 0 0 2 2 2 1
split_gain=0.00604022 0.0606258 0.0332334 0.082299 0.0283577 0.0235719 0.137927 0.0279284 0.044514 0.0695387 0.0462422 0.0431044 0.0487824 0.0368455 0.0288796 0.0223485 0.0192917 0.0185905 0.0266055 0.0145855 0.0191192 0.0138457 0.0131907 0.0489872 0.0921011 0.0352945 0.0463267 0.0734833 0.0224743 0.0350356
threshold=0.57212358910000016 0.57403969940000021 0.43643902880000007 0.43837010870000009 40.574766824850009 40.858951393400005 0.44922307715000004 0.61797550970000004 47.309807198350008 0.45824975300000009 50.189067467950004 0.58887458460000019 0.59751205050000011 0.49585341755000006 0.4985778869000001 37.345948426100009 0.50214065445000011 0.58035687555000015 52.834037000700008 0.58454836680000011 48.109449608500007 0.63013083440000017 0.44618424600000006 0.44922307715000004 0.5619592227500001 0.56345618395000019 42.283941020600004 41.087689990200012 39.476991512000005 0.45107930900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 -2 -3 -4 15 -6 -7 8 9 -8 -10 -11 -13 -9 -15 -5 -16 -12 -19 20 21 -18 25 -24 -25 -1 27 -27 -26 -30
right_child=1 2 3 4 5 6 7 13 10 11 17 12 -14 14 16 -17 19 18 -20 -21 -22 -23 23 24 28 26 -28 -29 29 -31
leaf_value=5.6578370415295475e-05 -0.10165148913161325 -0.10187955355743278 0.097389687395878111 0.025162982661618396 0.011288005594850411 -0.10182068632062294 -0.10447569285444087 -0.071703531759080688 0.080976022281634058 0.047212595312893846 0.039987954039413742 -0.10326282601785966 0.021445417361158181 0.091491013746135413 -0.1009919461330501 -0.10034598749107244 0.070601813366308996 -0.1011961217508975 0.059493157981779746 -0.10095057456065304 0.028370730896946444 -0.10080177890467129 0.026280236707612287 -0.043680456822145788 0.014972658533079681 -0.0071800213681187906 0.0086155409663609683 -0.080259429048647413 0.018230460873474949 -0.011478090853993889
leaf_weight=90.288737551019395 0.063385081484392702 0.032945525551454469 0.082085692528721554 0.019433039725340051 0.734087613812619 0.14718829718640314 0.06122304671589518 0.10029549658611359 0.15500389263979741 0.16158206684303877 0.041222910513170063 0.053588163414929113 0.075643885173782621 0.03086470378912054 0.022013890202288167 0.052556846725217099 0.005988483232613361 0.033298700830414418 0.014920882374099165 0.013215679325895735 0.10716588261857396 0.022122174132412908 0.89925715232092684 0.42258604116369758 1.4940133942444904 0.33348559793409904 0.35768762996303849 0.23423895996529609 0.59361427277326573 1.1982542936530078
leaf_count=3148 33 24 7 280 29 49 7 33 26 29 16 29 80 4 9 193 68 52 15 68 36 107 24 33 41 44 27 12 3 107
internal_value=6.78239e-06 -0.00539136 -0.00228858 -0.000591617 -0.00493579 -0.00244647 -0.0120915 0.00261327 0.0151537 -0.00761017 0.0479369 0.0127822 -0.0302669 -0.0221829 0.00248151 -0.0664659 -0.0136308 -0.00931983 -0.051473 -0.000679583 0.00911627 -0.0642872 0.000121133 0.00534135 0.000263934 -0.000142568 -0.0195725 -0.037332 0.00591547 -0.00163617
internal_weight=97.8517 2.02983 1.96645 1.9335 1.85142 1.77943 1.04534 0.89815 0.596484 0.352037 0.244446 0.290814 0.129232 0.301666 0.201371 0.0719899 0.170506 0.0894425 0.0482196 0.148492 0.135277 0.0281107 95.8219 4.60773 3.70847 91.2141 0.925412 0.567725 3.28588 1.79187
internal_count=4633 1194 1161 1137 1130 657 628 579 254 145 109 138 109 325 292 473 288 83 67 279 211 175 3439 208 184 3231 83 56 151 110
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 1 2 2 0 2 1 1 1 0 0 2 0 0 2 0 0 0 2 2 1 2 0 0 0 1
split_gain=0.00604488 0.0639321 0.0818593 0.0342009 0.234123 0.179889 0.160359 0.0724594 0.0900867 0.0483652 0.0267347 0.0732775 0.0641344 0.0360284 0.0359207 0.142537 0.386203 0.150432 0.131729 0.115459 0.0834624 0.104889 0.0824878 0.0757069 0.081843 0.201986 0.564765 0.241215 0.252504 0.0838178
threshold=42.243697547450004 42.123054668150012 0.34503457980000002 42.477827694800006 0.34626208795000007 0.35027394390000005 42.431220712750012 42.371983470600007 0.55484865720000009 42.498713093000006 0.34527409360000011 0.34524415440000006 0.34548366815000003 0.47961138885000004 0.48389269780000005 42.957059535450007 0.48032993025000009 0.47961138885000004 42.759119507950011 0.48911709230000006 0.47943175355000006 0.47774018740000007 48.109449608500007 42.546237522150008 0.3475943834000001 43.157831852650006 0.50386215985000016 0.52507409960000018 0.54284302865000023 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 -2 -7 -9 -5 11 -11 13 -12 15 18 17 20 -14 -16 21 22 -17 -21 -25 26 -26 -28 -29 -27
right_child=3 2 -4 9 5 7 -8 8 -10 10 12 -13 14 -15 19 16 -18 -19 -20 23 -22 -23 -24 24 25 29 27 28 -30 -31
leaf_value=0.00021419270956973021 -0.10716275865314225 0.07574198130816101 0.00037414765110060054 0.042760283630431904 0.038306341026257164 -0.0035243861781659026 0.0021858307832811575 -0.086657595303588908 -0.006878931096861416 0.0012453867644268452 -0.0042803752030534277 0.034376470493894182 0.014573013674682549 -0.033784365748797021 -0.033346918775029162 -0.083277127221164218 -0.11812092695884574 0.072192749605093212 0.087519350641949503 0.028453181493615771 -0.11595262727708616 0.057729038960685986 0.042888549290881525 0.01708238684454632 -0.11366168765428437 0.035573871278497753 0.053260705924010956 -0.11266641316523499 -0.0064623891927705988 -7.1848461013728271e-05
leaf_weight=70.301857516767328 0.37661980377335469 0.25650687553594664 0.32888456728858273 0.2627416878527552 0.89742241799831424 1.4032395539360321 0.2082778345211409 0.27704563929728454 0.28939406697422498 6.5370247087418205 0.72558385474257991 0.74350200009484968 1.0127000655120348 0.96347877243533731 1.1183764738639173 0.16185647167038986 0.27756359917111695 0.31779881753027439 0.32765021368822989 0.88402793501518218 0.071483716368675232 0.18346189655130729 0.076226354110985994 1.8083074428141097 0.60441366957093157 0.77844126662239421 0.5436890292797617 0.26648789249219351 1.399660556809273 4.3232242469192812
leaf_count=2592 41 11 40 17 4 42 16 21 20 320 38 7 82 28 38 125 6 5 10 15 1 15 3 13 18 15 20 29 91 950
internal_value=4.29368e-06 0.000488234 0.0333988 -0.00127386 -0.0105654 0.00119723 -0.0682245 -0.0157104 -0.0458987 9.75662e-05 -0.00038716 0.0046288 -0.002692 -0.0211101 -0.000494291 0.0105747 -0.0163091 0.0185433 0.0324048 -0.00278682 -0.0160383 0.000904708 -0.042883 0.000434979 -0.00211215 -0.00649694 -0.0280042 -0.00457596 -0.0234489 0.00536718
internal_weight=97.7269 70.8872 0.585391 26.8397 3.452 2.8671 0.584898 1.96968 0.56644 23.3877 23.125 7.28053 15.8444 1.68906 14.1554 2.42874 1.08839 0.810827 1.34035 11.7266 0.493028 0.421545 0.238083 10.6083 9.72422 7.91592 2.81425 2.20984 1.66615 5.10167
internal_count=4633 2643 51 1990 144 87 57 83 41 1846 1829 327 1502 66 1436 247 155 149 92 1189 144 143 128 1151 1136 1123 158 140 120 965
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 0 0 2 0 0 0 0 1 1 1 0 0 0 2 2 0 0 2 0 2 2 1 2 2 2
split_gain=0.00585925 0.124648 0.233582 0.15181 0.106777 0.0888354 0.144404 0.0960384 0.0847198 0.0836802 0.0776797 0.0358959 0.0399223 0.0778618 0.0875939 0.0521667 0.1449 0.0528512 0.0956186 0.0313142 0.299672 0.265697 0.0624569 0.0860858 0.107521 0.660102 0.0796128 0.163495 0.3562 0.349508
threshold=0.35585760905000008 0.48735067810000005 40.679780036550007 0.49588335680000006 0.3584174126500001 0.49588335680000006 0.49688632075000011 42.388109226950007 0.48119816770000007 0.49877249185000011 0.49194634890000005 0.49067393190000008 0.34708541665000009 0.3465914194000001 0.34626208795000007 0.48735067810000005 0.48588365620000007 0.48368312325000012 41.835830569250014 35.887362732750006 0.50035927070000008 0.50035927070000008 36.016191615950007 0.50452082270000009 38.621016321050007 40.371455563000005 0.38723391515000005 40.099856909850011 41.600558339100012 38.911218973650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -4 10 -7 -8 -6 -5 11 12 13 14 15 16 17 -1 -19 20 -11 -21 -23 24 -24 -26 27 29 -29 -25
right_child=1 3 4 9 8 6 7 -9 -10 19 -12 -13 -14 -15 -16 -17 -18 18 -20 21 -22 22 23 26 25 -27 -28 28 -30 -31
leaf_value=0.00019343560375662921 -0.11769768655574218 0.073698764773967321 0.082736582683611046 -0.031998014859915914 0.0088100434129008316 0.057033387888447466 0.02990562473564717 -0.026840319405386438 -0.10434533218447922 0.10167179981113023 -0.024657738970907683 0.014927555013470088 0.021551296671972416 -0.030053716907610585 0.026739883231297668 -0.016376828108494459 0.03714051018869291 -0.031335478924057615 0.0077860631878570122 -0.069471881750448244 -0.00067699906215305675 -0.088079311904849508 0.048323020359048903 -0.028471990480815564 -0.096862158354247316 0.08376920231275603 0.0010290899843034497 -0.072512305260946805 0.0043074368956853388 0.070447734195564313
leaf_weight=42.033673682584208 0.26062082619084748 0.27617869344476176 0.11970777873284533 0.83636252193104965 0.19726939726334436 0.7246159864589562 0.57459448720328488 0.62012656964361668 0.099558895994960039 0.31740787401940895 1.2561025116592635 1.6710627086140437 0.84755015672322898 0.86628908291458984 1.2118979251245026 1.979650574736296 1.0379611118696619 1.4625990302301937 1.0906193028204141 0.5559597008016216 2.8980844658566833 0.079996410436165344 0.82137819845229276 0.86917192168766566 0.38940312557679135 0.42108892625128647 30.859861121506036 1.0902043419882832 1.3523184939858763 0.60636780416825786
leaf_count=1283 44 40 10 38 112 6 29 21 12 10 15 19 38 17 33 25 29 23 24 16 329 11 13 25 12 33 2204 26 105 31
internal_value=-4.6639e-07 -0.000890396 -0.0434476 -0.000193871 0.00300972 0.000675312 0.021813 0.000451329 -0.0291433 -0.000690435 -8.36171e-05 0.000507702 3.08293e-05 -0.000336294 0.000191067 -0.000484803 0.000204748 -0.000655098 -0.0146245 -4.00703e-05 0.00942606 -0.00086171 0.000183636 0.00037756 0.0228249 -0.00301563 -0.000675729 -0.0141034 -0.0299806 0.0121787
internal_weight=97.4277 42.0509 0.677157 41.3738 0.416536 55.3767 1.91934 1.19472 0.296828 41.0976 53.4574 52.2013 50.5302 49.6827 48.8164 47.6045 45.6249 44.5869 2.55322 40.2612 3.21549 37.0458 36.4898 36.4098 1.63187 0.810492 34.7779 3.91806 2.44252 1.47554
internal_count=4633 3071 178 2893 134 1562 56 50 124 2853 1506 1491 1472 1434 1417 1384 1359 1330 47 2815 339 2476 2460 2449 58 45 2391 187 131 56
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 2 2 2 2 1 1 1 2 1 2 2 0 2 2 2 1 1 1 2 1 0 1 0 0
split_gain=0.00847078 0.0551446 0.037101 0.0295117 0.145622 0.0571423 0.0875174 0.062298 0.063642 0.0843249 0.295642 0.210492 0.0843148 0.059444 0.188001 0.146369 0.0616031 0.0409304 0.029436 0.271921 0.10057 0.156112 0.453624 0.112581 0.108557 0.108656 0.169599 0.137312 0.0745697 0.0585153
threshold=41.404176814550006 41.542492784600007 41.362929270750008 0.3459626957000001 0.34608245260000009 0.34569324270000007 41.675153845500006 41.808689985400001 41.873095646600007 42.431220712750012 0.34521421515000011 0.34494476210000008 0.3447651268000001 42.206017975500011 0.34575312120000007 42.686561923500008 42.546237522150008 0.48735067810000005 42.081757894750005 42.206017975500011 42.027798546600003 0.34626208795000007 0.3475943834000001 0.35799826355000003 41.976795488650005 0.41997245590000004 0.55788748840000013 0.46280051495000007 0.5054040298000001 0.48911709230000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 -3 -8 -9 10 11 12 -10 -7 -15 16 -16 -11 20 -20 21 -6 -23 -24 25 28 -27 -28 -25 -21
right_child=1 3 -4 4 18 13 7 8 9 17 -12 -13 -14 14 15 -17 -18 -19 19 29 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.00045014125406855302 -0.014382667527279264 0.031924318848003945 0.020032829545896913 -0.048062450081448028 0.016139008558634937 0.025787525642897727 -0.027332249204401415 0.033281277478527681 -0.013636715234402347 0.00022856805842111084 -0.10491232871513774 0.031342317659172128 -0.11290390092590513 -0.061527450159572984 -0.10552835823000498 0.070195805560849311 0.041825911921915863 0.025665118445298021 -0.11176057320983285 -0.021607362076723757 0.026960389129990849 -0.1185763701201521 0.095231666207690344 -0.0075463786413017516 0.083136218216010138 0.070438595273817267 -0.10252659651739507 0.061823185120474355 -0.10621285978711928 0.00042251704949292275
leaf_weight=55.829902246878483 2.9030379021980925 0.83315214732192977 0.98453778810744452 0.68271016913786553 1.6973379775881796 1.9257476367056363 0.87133045740279058 0.55957250490638344 0.17070729115903904 10.092207011798111 0.34335358383759729 0.7451928180307732 0.17155170774640283 0.35177546725753917 0.084223436599131674 0.33468321608779661 0.042782775417435914 0.67490423959679979 0.22739954098744775 1.325305522229473 1.5210832819520872 0.40337698906660069 0.12561006285250165 0.13199335328317829 0.1191679448238574 0.23813271022481786 0.15782542147280765 0.074990181663395106 0.18251970103574422 13.362063269893527
leaf_count=2150 68 17 17 12 27 15 17 14 39 445 38 10 14 11 7 21 59 5 31 157 29 5 5 17 11 23 22 62 35 1250
internal_value=2.6031e-06 -0.00110526 0.00078949 -7.6048e-05 -0.0026633 0.00296971 0.000461295 -0.00146209 0.000304828 -0.00120795 -0.0240163 0.00152588 -0.0633928 0.0162131 -0.00645267 0.0355105 -0.0558912 0.00182298 -0.00107927 -0.00324544 0.00586563 -0.00438264 -0.0286794 0.00651866 -0.00579937 -0.0192924 0.0111022 -0.0495893 -0.064805 -0.00156534
internal_weight=97.1682 40.3537 56.8144 37.4507 20.2495 17.2012 14.462 13.6288 12.7575 12.1979 1.43081 1.08745 0.342259 2.73921 0.813465 0.461689 0.127006 10.7671 19.5668 14.9148 4.65204 3.13095 1.43362 1.03024 0.904629 0.785461 0.470948 0.232816 0.314513 14.6874
internal_count=4633 2466 2167 2398 1686 712 599 582 565 551 101 63 53 113 98 87 66 450 1674 1438 236 207 180 175 170 159 107 84 52 1407
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 1 0 2 2 2 2 1 2 2 0 1 2 0 1 1 2 0 0 1 2 1 0 1 0 2
split_gain=0.00766268 0.0289299 0.104459 0.143185 0.108938 0.382044 0.150969 0.145846 0.108099 0.0963267 0.0365023 0.102016 0.0362998 0.130829 0.0561143 0.355158 0.0539851 0.0348286 0.0259659 0.436926 0.206027 0.082744 0.0783858 0.0605761 0.1815 0.0821087 0.100498 0.267634 0.11612 0.0700525
threshold=41.319407281650008 41.741384785950011 0.34512439750000007 0.47774018740000007 0.49194634890000005 0.39500314360000005 0.48119816770000007 41.444941515100005 41.542492784600007 41.600558339100012 41.909642283050012 0.34587287805000005 42.027798546600003 42.055256506450007 0.48389269780000005 0.36880632320000012 41.972095654800007 0.48847339900000003 0.35585760905000008 0.34626208795000007 40.165165956550005 0.48588365620000007 0.48389269780000005 0.38512319990000005 40.722669576350008 0.38906020780000011 0.52252926560000013 0.39019789825000006 0.52366695610000014 40.767054867700004
decision_type=2 2 2 2 2 2 2 2 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 3 -2 6 -6 7 -4 -7 -10 11 -3 14 -14 -12 -16 -17 -13 19 21 -21 22 -1 24 -20 -25 27 -27 -28 -30
right_child=1 10 4 -5 5 8 -8 -9 9 -11 12 17 13 -15 15 16 -18 -19 23 20 -22 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=0.00040912064924224526 0.035953590458407993 0.027484519793948947 -0.028871071058845118 -0.01248470388334044 0.074836059180553902 -0.10803505791264086 -0.040538451710046622 0.017094202634120755 0.058081319358667553 -0.10322054092467477 -0.0032481264287816296 -0.014594377694847295 0.064486527803812241 -0.00078808123011018204 -0.15765336199854496 -0.015971501648137255 0.068475079632396907 0.010777512467075416 -0.0029624483030699662 0.01313659343008558 0.1017246350881804 0.032434235780058274 -0.029221778179774883 0.02937135325637737 -0.049759183012191135 -0.09421683632260297 0.028722294923805909 0.006558287508866039 -0.0035025810548656462 0.011230939159537814
leaf_weight=20.298010076678082 1.1801577066103752 1.7365108875242778 1.3067204914987089 1.2637625513598321 0.50707937770494016 0.20266282936277591 2.0200764583423734 1.4633170324741511 0.10544442327920933 0.05705545024369485 1.1172351895275436 1.3877080502970787 0.31027269707283522 29.594792012104964 0.1753418487496673 0.17481025311599296 0.13352671510074288 0.88678016804465176 6.4076449484109252 0.44585715458766617 0.63846646787715144 0.77200246322899957 0.93386225402355094 1.0045720506459499 0.95191758585860942 0.40402930369600898 1.480711121228526 0.75784897557952036 15.050999808323736 4.1078536432488866
leaf_count=528 28 28 8 21 25 36 31 36 22 38 39 13 17 2077 6 27 20 45 217 35 38 20 8 31 22 21 29 38 998 131
internal_value=1.61513e-08 -0.000982628 -0.00637303 0.0109059 -0.0138308 0.0186739 -0.0197496 -0.00458917 -0.059315 0.0014465 0.00024766 0.00923254 -0.000896197 -0.00011084 -0.0155667 -0.0440209 0.0205985 -0.00470236 0.000804957 0.00332894 0.0652986 0.000275157 -0.000894164 -0.00112686 -0.00901534 0.00141877 0.000130769 -0.0284851 0.00174166 -0.000343564
internal_weight=96.877 43.6233 8.10628 2.44392 5.66236 0.872242 4.79011 2.77004 0.365163 0.1625 35.517 4.011 31.506 29.9051 1.60091 0.483679 0.308337 2.27449 53.2538 23.0882 1.08432 22.0039 21.2319 30.1656 7.35956 22.806 21.8014 1.16188 20.6396 19.1589
internal_count=4633 2517 245 49 196 121 75 44 96 60 2272 86 2186 2094 92 53 47 58 2116 629 73 556 536 1487 239 1248 1217 59 1158 1129
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 0 1 2 2 1 0 2 0 2 2 0 0 1 0 1 0 2 1 2 1 1 1 2 2 2
split_gain=0.00801951 0.0701781 0.122619 0.0225758 0.140257 0.0974261 0.0748285 0.0622397 0.0439097 0.0748048 0.0565721 0.139157 0.125205 0.0902919 0.0526152 0.121436 0.502226 0.0877788 0.0862349 0.0816798 0.177465 0.0419232 0.0679548 0.0407371 0.0381711 0.0370619 0.188495 0.122145 0.0313178 0.0301081
threshold=41.444941515100005 41.542492784600007 0.34566330350000002 0.40115565405000009 41.243661560350013 0.5380527529500001 0.39900002995000006 41.362929270750008 40.806664626150003 0.44720217960000008 0.54191491270000014 40.679780036550007 0.54353163080000011 37.572218886150004 40.003678352300007 0.54413041525000005 0.55688452445000014 0.44765126795000004 0.54585192060000021 0.44720217960000008 0.55131582885000008 39.117456157700005 0.45218706025000005 38.751720283100006 0.46280051495000007 0.39500314360000005 0.39563186730000005 36.558960102350007 38.536700832000001 40.806664626150003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 25 10 -10 -7 12 -12 24 18 -16 -17 -18 -15 20 -20 23 -23 -21 -14 29 -27 -28 -22 -1
right_child=1 -3 -4 4 -6 8 -8 -9 9 -11 11 -13 13 14 15 16 17 -19 19 21 28 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0022817631472201861 -0.047562645661087311 -0.00014370295776479082 0.0034397697561662183 -0.038912881841213658 -0.056518730602291935 0.007207864849782631 0.021449114703802053 0.019034391966298053 0.023325295458939341 -0.017108383037469574 -0.037746653649804472 -0.091645043804091206 -0.089091817044467947 0.032862971901448663 0.025754909205240269 -0.11590611322361132 0.078984011267962798 -7.5137684262627702e-05 0.011964876224078991 0.02071392043208924 -0.036385540006872573 0.091174075292205864 0.0063720607755822327 -0.013945642666084185 0.030172953678857931 0.016348523137910943 0.0044057641764033159 -0.10397667236937219 -0.10262982657793177 -0.0043531442882977474
leaf_weight=28.906306534210522 0.86751045200071786 37.109692697089187 1.032338025184554 0.64267670231788443 0.4672153743841968 4.3992240579191249 1.8765575786699731 1.8331186944728859 1.8148784397053543 0.61179658431484529 0.99212750972947095 0.19011658006758114 0.1523288504692677 1.1350924298167231 0.62588407099246968 0.4326902902103027 0.17592312478518579 0.69625089833557752 0.49576924555003676 0.69226108689551658 0.1030797226312643 0.15932647697627533 0.23222496283267446 0.66474874998851874 0.032574066128610801 0.6660039834678162 0.15825351713283453 0.30320711319677685 0.23196703153371345 8.9590922389466083
leaf_count=877 24 2398 27 44 33 40 19 22 39 45 16 18 145 11 3 17 9 94 13 72 33 5 51 39 246 7 13 66 34 173
internal_value=3.91053e-06 -0.00110339 -0.019849 0.000753171 -0.00259149 -0.000851574 0.00192398 0.00102651 0.000916069 0.0131314 -0.00168153 -0.00725831 -0.00490669 0.000681771 0.00293402 -0.0104566 -0.0278256 0.0158716 0.00989435 -0.000213323 -0.0260293 0.0120529 0.0408789 0.00373549 -0.0680811 0.000179932 -0.0176866 -0.066808 -0.0822493 0.00071192
internal_weight=96.6602 39.0095 1.89985 57.6507 14.9482 14.4809 42.7025 40.826 13.8383 2.42668 11.4116 7.01237 6.82225 5.83012 5.64522 1.93075 1.30486 0.872174 3.71447 2.57938 0.830816 1.74856 0.391551 1.35701 0.184903 38.9929 1.12746 0.461461 0.335047 37.8654
internal_count=4633 2449 51 2184 1007 974 1177 1158 930 84 846 806 788 772 381 123 120 103 258 247 80 167 56 111 391 1136 86 79 67 1050
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 2 2 1 0 0 2 2 0 0 0 0 0 0 0 1 1 1 1 1 1 2 2 0 2 1
split_gain=0.00669658 0.0506434 0.0574579 0.0350136 0.072025 0.0418538 0.173598 0.159733 0.0842694 0.173965 0.0490077 0.067906 0.0435952 0.103285 0.0353265 0.0396862 0.0499928 0.0350119 0.291257 0.0583219 0.116991 0.0339189 0.103426 0.0329437 0.136971 0.0228231 0.0956731 0.0182981 0.0281683 0.0129643
threshold=0.53998383280000006 0.41917906650000009 37.765550062200006 0.42111014640000005 40.767054867700004 38.911218973650008 38.621016321050007 0.42307116555000007 0.54504356155000011 0.54585192060000021 38.474425342400004 38.396531328800009 0.54413041525000005 0.55877069550000014 0.5541600551000001 0.55877069550000014 0.5619592227500001 0.56345618395000019 0.56579144335000009 0.43837010870000009 0.44512140355000007 0.41808628485000005 0.41625999220000004 0.4172030777500001 0.40206880030000008 39.476991512000005 40.574766824850009 0.5641597557000001 37.345948426100009 0.46097422230000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 -2 4 -3 6 10 -7 -9 -10 11 12 -5 -14 -11 -16 -17 -18 -19 -20 -21 22 -1 24 -4 -22 -27 -15 -29 -28
right_child=1 3 23 5 -6 7 -8 8 9 14 -12 -13 13 27 15 16 17 18 19 20 25 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.00015533779281941837 0.0058145104211922852 -0.0048094466438580756 -0.014627091405684314 0.021124086850228194 0.033366008897694123 -0.052481348466856495 0.088249052993546337 0.045298040757354843 -0.10720943643444494 -0.024562273566418946 -0.053678675715683792 0.093465347266007498 -0.10637396947074283 0.0054455021205983304 0.019175375628845397 -0.030554925107460218 0.020112000635573793 -0.10802433666064426 0.03089829347737244 -0.058549206176079331 0.019845061296144311 -0.015852877513089361 0.027290836882296901 -0.011992546718300513 -0.10753149033332932 -0.10806190606909363 0.0058774431354779973 0.015940711222687479 -0.10103304296910121 -0.010823391781181468
leaf_weight=76.348204488465811 1.2897106669457787 1.0325651451522606 0.71670186500159649 0.6048255130663156 0.94790901169471897 0.62620380189037028 0.26148814778093754 0.38892401092743867 0.15518917515873809 0.56130406970942015 0.15139840820833672 0.083838614592423144 0.1060266089141777 0.61745341084633765 1.0822872313219702 0.54288507940509578 0.83677473318675755 0.24651382489901141 0.66490444484952593 0.32566545415625103 0.72418512358291343 1.2649941154609212 1.4309341912230582 1.8239698080578817 0.20382339931228444 0.079603437693972601 2.6297557906884781 0.039705325337811237 0.042753648522076304 0.56459749033193762
leaf_count=2634 36 28 69 6 30 25 16 15 5 30 18 7 39 21 36 30 26 26 37 40 45 136 12 21 51 87 89 322 61 635
internal_value=-1.22997e-07 -0.00177911 -0.0115948 0.00119447 0.0134624 -0.000948757 0.0125604 -0.00368173 -0.000210193 -0.00231382 0.000536329 0.00602813 0.000831931 -0.0143965 -0.000342677 0.0014235 -0.00148096 0.00111849 -0.00191735 0.00332586 -0.000914165 0.000390381 0.000654561 -0.0197759 -0.0351981 0.00378045 0.000227028 -0.000463281 -0.0447083 0.00292559
internal_weight=96.3951 17.351 4.03421 13.3168 1.98047 11.3363 1.90749 9.42879 8.80259 8.41367 1.646 1.4946 1.41076 0.805939 8.25848 7.69717 6.61489 6.072 5.23523 4.98871 4.32381 79.0441 77.7791 2.7445 0.920525 3.99814 3.27396 0.699912 0.082459 3.19435
internal_count=4633 1851 177 1674 58 1616 490 1126 1101 1086 474 456 449 443 1081 1051 1015 985 959 933 896 2782 2646 141 120 856 811 404 383 724
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 0 2 1 1 2 1 0 1 0 0 0 2 0 2 0 2 0 1 1 2 0 2 2 0
split_gain=0.00679437 0.109286 0.0348976 0.28627 0.106607 0.0751454 0.0692683 0.175235 0.153127 0.0748221 0.0607022 0.0621305 0.0307155 0.0219599 0.283107 0.216757 0.0737205 0.0689177 0.0337124 0.0309967 0.111873 0.11039 0.0452372 0.0261651 0.104788 0.0660205 0.150909 0.059967 0.163162 0.092467
threshold=39.788107623550012 39.683197198900011 40.21994457600001 0.34494476210000008 0.48149755995000004 40.300545846000013 0.53998383280000006 40.003678352300007 0.4373072662500001 0.37977904855000005 40.518963363600001 0.40115565405000009 0.48032993025000009 0.3459626957000001 0.48032993025000009 0.48735067810000005 0.48032993025000009 38.474425342400004 0.49588335680000006 37.995872310650007 0.47449178170000011 37.892416320650007 0.47076434840000009 0.39019789825000006 0.39048232090000007 39.525197829750006 0.52290350590000012 38.474425342400004 39.198779702000003 0.52252926560000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -2 -5 -4 9 -8 -9 -6 11 12 -7 14 19 16 17 -15 -17 20 21 -1 -21 27 -25 26 -26 29 -29 -20
right_child=2 -3 5 4 6 10 7 8 -10 -11 -12 -13 -14 15 -16 18 -18 -19 23 22 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.013249130077899497 0.052915459608414699 -0.038112851919263058 -0.019650381384292214 -0.031899450347839219 -0.0017351899032326771 0.011814635480766784 0.014112001566062455 -0.11495290252556223 0.0079052361671182493 0.027907407976051308 -0.00043751800746615489 -0.0020757569097037843 0.034819901754084136 0.058293865495222953 0.083284390962937507 0.026662538646767722 -0.11776621108673338 -0.10416977999511089 0.0049433761686473836 0.009819946189964672 0.1020798123739092 0.1033475313203842 -0.014039641281132845 0.029627459891813753 -0.059729483843581489 0.027002657940299053 -0.00090700640074790537 0.0069082048349565113 -0.062028357610381696 -0.030734928862756618
leaf_weight=0.68410113291737218 1.1433443785062856 0.78739234530030344 1.9332069068083928 0.98356407101448429 1.9231315128854478 1.2060629856903227 0.68321667437376532 0.26263060589553788 0.16529925006847179 1.5281665863635678 60.447292522398968 1.7463115428248839 1.1186909724347058 0.057556998238925128 0.42921507824212302 0.44996292007272387 0.21187268664175463 0.047791128605922495 4.3243548953905728 1.2011901486944228 0.12628376574139111 0.092136166989803314 2.3478300333954394 1.2182373218238343 0.46268050057915111 0.73616923240571175 7.6043065738729885 0.75428736975300104 0.63018334261141717 0.87306085205636907
leaf_count=175 15 34 34 15 35 17 28 11 51 25 2964 35 36 42 10 27 7 9 109 31 5 1 38 12 23 14 766 21 30 13
internal_value=-2.2707e-06 -0.00149983 0.000469446 0.00735404 -0.00203874 -0.000223592 0.00439859 -0.0173171 -0.0674957 0.01139 0.000358506 0.0121779 0.022885 -0.000204228 0.0057223 -0.00186947 -0.0837732 -0.0154077 -0.00034591 -0.00175619 0.0147911 0.000590413 -0.0059642 -0.00107786 0.00213932 -0.00166466 -0.00428076 -0.00597625 -0.0244703 -0.00104986
internal_weight=96.1795 23.0386 73.1409 6.68935 5.54601 66.4516 4.56244 1.11115 0.42793 3.4513 64.5184 4.07107 2.32475 22.2512 4.88076 17.3705 0.317221 0.105348 17.0532 4.45154 0.902521 0.776237 3.54902 16.6033 10.0214 8.80316 8.06699 6.58189 1.38447 5.19742
internal_count=4633 1367 3266 180 165 3086 150 90 62 60 3052 88 53 1333 260 1073 58 51 1015 250 181 176 69 988 815 803 789 173 51 122
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 1 2 1 1 0 1 0 2 0 2 1 1 0 1 2 0 2 2 0 2 1 2 0 1
split_gain=0.00622827 0.0647258 0.0417987 0.107698 0.0873594 0.221042 0.0681437 0.0703259 0.0580865 0.0697761 0.196885 0.104328 0.0492439 0.0793064 0.0364185 0.0327195 0.156708 0.138422 0.119071 0.100795 0.0632399 0.0234874 0.0204718 0.0192838 0.0964304 0.0286897 0.241966 0.0909757 0.0773126 0.0705251
threshold=38.751720283100006 38.621016321050007 0.37820723930000005 0.5195503128500002 0.52252926560000013 0.52290350590000012 0.39019789825000006 38.474425342400004 0.36880632320000012 0.36551300860000008 0.50291907430000016 0.36476452800000009 0.47604862130000009 36.952388736350009 0.47500074850000013 39.427119987250002 0.41808628485000005 0.43593006200000012 0.48032993025000009 0.39078171310000004 39.525197829750006 0.56345618395000019 37.892416320650007 39.788107623550012 0.5054040298000001 40.21994457600001 0.34494476210000008 40.003678352300007 0.48320409570000006 0.39078171310000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 -5 -6 -7 -8 9 10 11 12 14 -14 22 16 18 -18 -2 -20 -17 -19 -1 24 -22 26 -25 -28 -29 -30
right_child=15 -3 3 4 5 6 7 -9 -10 -11 -12 -13 13 -15 -16 20 17 21 19 -21 23 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=-0.012919089591485966 -0.007044399876136598 -0.037386308750867597 -0.055677362385645482 0.038877106487407213 -0.11219015954356946 -0.0595765214610397 0.0015420075381153483 -0.060424755218173754 0.026307236250613594 -0.020886870488460663 0.070107995419712424 -0.038721380118347318 -0.0037018927751213517 0.042484243276949309 -0.045461791801910893 -0.027102870662181228 -0.06504245823327065 0.026868704411638134 0.044956405854246421 0.004587669106765657 -0.0285166488920181 -0.0086595323905946757 0.0090085055273608026 0.049450520671522974 0.0089564850066732923 -0.00020030091612564208 0.010658679191722588 -0.04020382371231758 0.018771013645616386 -0.020788594761259205
leaf_weight=0.69846358025717714 1.2776048425130277 0.49714810592331637 0.41324987065308949 0.46206359553616483 0.19067057501524676 0.20326629560440768 5.2752402835856911 0.18973317277337276 1.0685566419851964 1.1683328505605457 0.43966240249574173 0.60303460875002191 0.72182845757379233 0.76663659163750708 0.19126418721862126 0.86346301562298222 0.47257127222837858 0.26513501722365618 1.6806938818626806 0.97867762891110022 1.258956853048175 0.62402044188598893 1.0905327024108826 1.1032666283535881 1.5107815284147532 66.445247572925652 2.8212528845158484 0.84024099156556564 0.79786358377896238 1.0355519281090719
leaf_count=208 30 17 38 20 4 6 603 25 24 19 5 20 20 28 3 48 20 11 39 17 32 54 22 15 54 3086 67 14 11 73
internal_value=-3.40734e-07 -0.00195128 -0.000644663 -0.00621844 -0.00298493 -0.00628639 -0.00272395 -0.000609357 0.00491748 0.000893329 0.00653379 -0.000330851 0.00634331 0.0200864 -0.00398668 0.000332363 0.00793227 -0.021309 0.0180463 0.0301003 -0.000192826 0.00193454 0.000447489 0.000113662 -0.00807655 0.000424228 0.00671338 -0.00186737 -0.0150849 -0.00357309
internal_weight=95.955 13.9797 13.4825 6.73422 6.32097 5.85891 5.66824 5.46497 6.74831 5.67976 4.51142 4.07176 3.46873 1.48847 1.98026 81.9753 5.2987 1.36173 3.93698 2.65937 76.6766 0.889155 1.789 75.8132 2.76974 73.0434 6.59818 5.49491 2.67366 1.83342
internal_count=4633 1062 1045 696 658 638 634 628 349 325 306 301 281 48 233 3571 171 85 86 56 3400 65 230 3352 86 3266 180 165 98 84
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 0 0 2 0 0 0 0 2 2 1 0 1 0 0 0 2 0 0 0 0 0 2 0
split_gain=0.00598424 0.162048 0.0603232 0.0498981 0.0508968 0.0311446 0.0272519 0.267001 0.0741264 0.0646461 0.0590124 0.0662516 0.065045 0.148863 0.11146 0.0525733 0.0513428 0.142256 0.0504441 0.0306563 0.105245 0.0284392 0.0240674 0.01983 0.0196619 0.0170824 0.146117 0.0557825 0.208848 0.0516802
threshold=40.148327922700012 40.21994457600001 40.300545846000013 40.467253020850002 0.40115565405000009 40.040404835300002 0.3447651268000001 0.47811442770000007 0.47604862130000009 38.983591653800012 0.48001556840000009 0.48271009850000007 0.47943175355000006 0.47868327295000007 38.474425342400004 37.995872310650007 0.34422622080000004 0.47076434840000009 0.34007963835000005 0.48847339900000003 0.49688632075000011 0.41973294215000007 39.896141435400004 0.47811442770000007 0.47787491390000009 0.50218556330000019 0.50386215985000016 0.51809826055000008 37.345948426100009 0.52252926560000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 6 7 8 9 15 12 -12 13 14 23 16 17 18 21 -13 -21 -1 25 24 -8 -22 -27 28 -28 -29
right_child=1 2 3 -5 -6 -7 10 -9 -10 -11 11 19 -14 -15 -16 -17 -18 -19 -20 20 22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.1007683484709981 0.035194008224623111 -0.017512284317652983 0.021593501994025606 -0.00036153453472872007 -0.0014004226441241786 -0.017178117288928475 -0.10043809954124475 -0.058475527287726883 0.044020022141291679 0.032076660196743018 -0.036308333346592635 0.013574578556182465 0.038961018765746751 0.020520192782390142 -0.10752820353913187 -0.021772338071392141 -0.009716315432323824 0.10255052565072204 -0.10985026536435703 -0.049377712055242523 0.0072385609001618806 0.031790538174543012 0.015020831952932329 0.10053841523298597 0.10016219799557172 -0.045861775439888043 -0.024134669470742082 -0.020143439858237355 0.052191013614432027 0.00033892526104824694
leaf_weight=0.019373058187598047 1.3207360213463619 1.9491958234641504 2.1536963182622837 60.606609866551125 1.7406710541552497 1.1730428111906679 0.012675747603256182 0.83153107902035106 0.42964190617203701 0.48341730423271645 0.51179903647426073 1.5636557942202127 0.81541164615191508 0.89098088350147009 0.17869505793282769 1.2271587825550794 0.50669613299143412 0.17795910136919701 0.050083344621091541 0.43915064720931951 2.3371014129006715 0.098333711282975855 1.0284137646627289 0.034937100484967232 0.0079509345814585686 0.72159442640258831 0.63727046918029262 1.3779958083468944 0.81953133294064173 11.616575826385629
leaf_count=93 34 34 40 2981 31 35 68 13 6 18 11 16 11 10 16 25 11 8 5 35 52 31 58 3 2 14 28 54 36 854
internal_value=1.08826e-06 0.000509126 -0.000180257 0.000343511 0.0113159 -0.00122896 -0.000531325 -0.00834797 0.0055803 -0.000863396 0.000768698 -0.000769395 0.0174546 0.00186993 -0.0690646 -0.00852052 0.0105565 0.0402662 -0.0257928 0.00011608 -0.000992829 0.00997301 0.000153341 0.0546359 -0.023113 -0.000719867 -0.00194571 0.000247135 0.0188027 -0.00183311
internal_weight=95.7619 67.7709 66.4502 64.501 3.89437 27.991 26.8179 3.82419 2.99266 2.56302 22.9937 21.0531 1.94065 1.12524 0.234259 2.0796 0.852445 0.345749 0.16779 20.5413 18.9776 0.117707 18.5385 0.0555638 0.0206267 17.5101 15.173 14.4514 1.4568 12.9946
internal_count=4633 3120 3086 3052 71 1513 1478 210 197 191 1268 1158 110 99 89 173 148 137 129 1147 1131 124 1096 73 70 1038 986 972 64 908
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 0 2 1 2 2 0 2 1 0 0 2 2 2 0 2 0 1 1 1 0 2 2 2 2 1
split_gain=0.00589497 0.0417513 0.0299593 0.0228646 0.0520583 0.0345798 0.0756637 0.106064 0.0235802 0.0190986 0.09517 0.0193137 0.117894 0.0697357 0.123778 0.0666972 0.0471166 0.0567555 0.0331586 0.108218 0.0629733 0.0297366 0.117194 0.0884891 0.0848587 0.139791 0.163008 0.0707191 0.045718 0.110199
threshold=0.47938684470000009 0.47961138885000004 0.34479506600000004 0.34626208795000007 0.45995628875000011 0.47847369840000004 40.250747516500006 0.34560342505000002 42.320906304050006 37.995872310650007 0.47449178170000011 41.16018805045001 0.34521421515000011 0.47736594710000008 0.47076434840000009 41.32819714970001 41.362929270750008 41.404176814550006 0.46735127690000006 39.476991512000005 0.42615490555000007 0.34479506600000004 0.34491482290000003 0.3447052483500001 0.47697673720000006 42.686561923500008 42.720329370750001 41.873095646600007 44.279556297950009 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 9 -7 -8 -6 10 -1 12 13 14 18 -13 -17 -18 19 -11 -21 23 -23 -19 25 -24 -27 -26 29 -29
right_child=1 -3 -4 4 8 6 7 -9 -10 11 -12 15 -14 -15 -16 16 17 21 -20 20 -22 22 24 -25 27 26 -28 28 -30 -31
leaf_value=0.0015303631696554987 0.0016559133047770885 -8.6519310490809319e-07 0.025009724002027646 -0.075140482505455172 0.067456667582986643 0.0047833651113886036 -0.059688472771362668 0.00018931779785653512 0.015112773202232402 -0.1045607371760154 0.10177705281936229 0.018090271999214379 -0.042127300726810313 0.012238866702314478 -0.042532464028352056 -0.026749493758141646 0.045138903922563936 -8.2174075805570266e-05 0.013410124172161414 -0.10187341249040019 0.088439118819574447 -0.055275346181557307 -0.10577338837031972 0.054417470762486014 0.014988698725858479 0.10378555497758948 -0.056182736301016029 -0.10350821227458179 0.00050337010849984165 -0.0013940435142101332
leaf_weight=0.76493565838729694 1.0419156625866883 73.490004254831291 1.1618399936705825 0.049099611320008729 0.1365183526830549 1.1559913647361093 0.62108598648183011 0.56488404888659716 0.2328620285843499 0.099376371857946011 0.10808331189036835 1.9152098855927864 0.77942493811156044 2.2768091205507517 0.84997712820768345 0.73288998659700055 0.26603695005178352 3.7553312404256101 1.0937521736705091 0.022697096698067298 0.074315779813332483 0.4617513557022902 0.19642159529757952 0.32359368843026448 2.0635674316436057 0.10331466048955917 0.16613098437051121 0.1731655327894257 0.64455708057721495 0.27119307911198121
leaf_count=176 6 3407 35 130 32 17 40 8 30 22 5 19 30 17 19 4 4 313 24 76 9 22 32 14 18 1 57 24 14 28
internal_value=3.16414e-06 0.000405833 0.0139683 -0.00152824 0.0215993 -0.00202497 -0.0134226 -0.0311684 0.0344584 -0.000467857 0.0139413 -0.00124105 -0.00627064 5.67405e-05 -0.0129035 0.00111921 -0.00242996 -0.000314426 0.00661685 -0.031217 0.0439137 -0.0017965 -0.00783271 0.00424145 -0.00177837 -0.0416155 0.00515457 0.00410868 -0.0165097 -0.0411877
internal_weight=95.5967 75.6938 2.20376 19.903 0.41848 19.4845 2.34196 1.18597 0.36938 17.1425 0.873019 16.2695 5.19635 4.41693 2.14012 11.0732 9.15795 8.42506 1.29014 0.196389 0.0970129 8.15903 4.0801 4.07892 3.61835 0.465867 0.269446 3.15248 1.08892 0.444359
internal_count=4633 3448 41 1185 192 993 65 48 62 928 181 747 197 167 150 550 531 527 131 107 85 523 196 327 174 90 58 84 66 52
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 1 0 2 0 1 1 2 2 1 2 1 1 2 2 0 0 2 2 0 2 1 2 2 1
split_gain=0.00585035 0.0550573 0.0282246 0.0725458 0.105877 0.117918 0.102468 0.0552977 0.024354 0.0617509 0.260354 0.0459357 0.0418061 0.0218246 0.0142962 0.0756686 0.019986 0.0712494 0.0571203 0.041513 0.0582066 0.0998809 0.0283688 0.0154514 0.191559 0.0531806 0.0974043 0.0319289 0.0222102 0.0330912
threshold=43.735142172100005 43.663128814500006 44.279556297950009 0.38512319990000005 0.3465914194000001 0.34527409360000011 0.34515433670000012 0.53866650695000018 43.384297312450009 0.50101793360000013 0.39814676205000005 0.3459626957000001 43.276780833950006 44.461493122800007 0.31060447290000009 49.247968080500009 0.31100865245000009 0.31118828780000007 44.578137159850009 44.908704241950012 0.39587138110000003 0.39614083410000006 44.749265482150008 48.823707093150006 0.39672464895000009 48.96897326980001 0.36042334060000009 49.064150740050003 47.927946529500012 0.4172030777500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -2 -5 12 11 -11 -10 -1 -4 15 -15 -16 -18 -19 22 -21 -22 -20 28 -25 -26 -27 -28 29 -23
right_child=2 -3 13 7 -6 -7 -8 -9 9 10 -12 -13 -14 14 16 -17 17 18 19 20 21 23 -24 24 25 26 27 -29 -30 -31
leaf_value=7.838682890214647e-05 -0.0041735536672255274 -0.028170451191066287 -0.03568976992483374 -0.047635308459196481 0.071066072534661157 -0.029921934860222179 0.082157560969464041 0.0040183991603924404 0.010137821123921562 -0.10001232215650668 0.056390491682255017 0.066480636230457774 -0.018044277372425799 0.045656043585007328 0.0096766915398051549 -0.101211951427221 -0.10163206660455214 0.072282639755637229 -0.10540808113275585 -0.10491478936082621 0.086166658499996274 -0.018574644893762867 -0.01082407975419695 -0.11290652658748164 0.030777283239548838 -0.10414149593687438 0.05624621907151655 -0.012009130555489266 0.013286094998977416 0.018474084637054026
leaf_weight=84.110722001564696 0.26785381882437531 0.70006427318601439 0.18196731219892104 0.25078675373924841 0.39219770206000248 0.42635062492354336 0.28246951010078192 1.1939859201515899 0.30700781744142946 0.19190947705646977 0.23895960883214684 0.27370838874776382 1.2924621860261698 0.066421380667274543 1.5991394941665928 0.074345229506434407 0.072888319467893203 0.10123455425522854 0.066091437556906718 0.053801864385605191 0.12901664152741465 0.82254899844429086 0.06095872042578776 0.16352084279060342 0.41767685687409539 0.10303778320849233 0.094343728847888997 0.25052612232750526 0.88766536083858216 0.34103883823922843
leaf_count=3300 40 16 16 48 19 21 7 141 31 13 37 15 33 34 13 14 14 12 29 2 4 261 14 3 26 11 8 306 55 90
internal_value=2.25445e-06 -0.000239443 0.0025391 0.010682 0.0271785 0.00955474 0.0401384 -0.00494776 -1.31683e-05 0.0154119 -0.0132715 0.0366938 -0.000195875 -0.00163706 -0.000468847 -0.0319116 0.000388343 -0.00377886 -0.00173606 -0.00394631 -0.00176285 -3.36138e-05 -0.0600266 -0.003644 -0.0136432 0.00510906 -0.0188267 0.00666303 0.00137254 -0.00771594
internal_weight=95.4147 87.1148 8.29987 2.81364 1.36887 0.976674 0.550323 1.44477 86.4148 1.01159 0.430869 0.580716 85.4032 5.48622 5.30426 0.140767 5.16349 3.56435 3.49146 3.39023 3.26318 3.20938 0.12705 3.08036 1.02911 0.865584 0.447908 0.34487 2.05125 1.16359
internal_count=4633 3445 1188 276 87 68 47 189 3429 96 50 46 3333 912 896 48 848 835 821 809 766 764 43 760 354 351 325 314 406 351
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 1 0 0 2 2 1 0 2 2 1 2 2 1 0 1 1 0 1 1 0 2 0 0
split_gain=0.00495891 0.133752 0.0512591 0.0448237 0.0457361 0.0279763 0.0419708 0.022541 0.222102 0.06708 0.0590527 0.0470714 0.0979751 0.135574 0.227539 0.1173 0.047819 0.0518782 0.0398987 0.0421447 0.126834 0.0454359 0.0280341 0.0444701 0.0261962 0.0261879 0.0438862 0.024948 0.0143509 0.0258256
threshold=40.148327922700012 40.21994457600001 40.300545846000013 40.467253020850002 0.40115565405000009 40.003678352300007 0.38045268105000002 0.3447651268000001 0.47811442770000007 0.47604862130000009 38.983591653800012 39.896141435400004 0.34524415440000006 0.48032993025000009 39.525197829750006 39.525197829750006 0.3459626957000001 38.474425342400004 37.995872310650007 0.34422622080000004 0.47076434840000009 0.34007963835000005 0.35585760905000008 0.49194634890000005 0.33400197600000009 0.32012514595000008 0.41973294215000007 39.788107623550012 0.49820364660000011 0.50035927070000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 7 -7 8 9 10 18 12 15 14 16 -9 -14 -18 19 20 21 24 -15 -24 25 26 -1 28 -25 -30
right_child=1 2 3 -5 -6 6 -8 11 -10 -11 -12 -13 13 22 -16 -17 17 -19 -20 -21 -22 -23 23 27 -26 -27 -28 -29 29 -31
leaf_value=-0.10071321672866805 0.032255624131163084 -0.016099002271359946 0.020573453371222711 -0.00034233342677589929 -0.0012675444871912897 -0.030299847488006872 -8.574642549485177e-05 -0.00076211711741798623 -0.052893183413863967 0.042522017944904136 0.031171713731754921 0.016072133383881814 0.10079041981042192 0.018471142258640074 -0.12211295471957624 0.064581661083050745 0.05313218313903452 -0.10446863943083351 -0.019567533182142514 -0.0088433304473193256 0.10220328427183197 -0.1088413443664939 -0.037879425304036318 0.014918502868367076 0.082204647797949865 -0.088811797484339733 0.10060281849923794 -0.019643194120489572 -0.016567946818103543 0.00018314482750883949
leaf_weight=0.017126916407924297 1.2979526117775311 1.9576728112776596 2.1324667248597886 60.336783413255127 1.7419710098662049 0.7979937787875987 1.0846905847637911 0.61543761580064671 0.83578785602003325 0.42023699358105648 0.47349451226182271 1.8831121482489823 0.064165954094777822 0.71671623874863399 0.23558915050398355 0.49622609931975603 0.049483796563717097 0.036141673569545674 1.2135611670033766 0.51010585021075228 0.15494268784095766 0.045783164307634294 0.33337281023097176 0.60099854564760491 0.034271036207428551 0.034054908978944809 0.029445818974636495 0.69088991297559488 0.97863351872365711 15.46062026974572
leaf_count=54 34 34 40 2981 31 18 54 38 13 6 18 29 6 20 11 8 42 5 25 11 8 5 11 35 17 50 3 32 25 969
internal_value=1.59731e-06 0.0004648 -0.000158801 0.000327184 0.0107536 -0.00112201 -0.0128923 -0.000267421 -0.00741699 0.00554181 -0.000642737 0.000948448 -0.00045599 -0.00212999 -0.0608429 0.0284061 0.0355216 -0.0133896 -0.0080296 0.00892749 0.0376483 -0.0246009 -0.000925238 -0.0016948 0.00896604 -0.0221643 0.0265697 -0.00101447 -0.000259176 -0.000814052
internal_weight=95.2797 67.4668 66.1689 64.2112 3.87444 27.8129 1.88268 25.9302 3.76881 2.93302 2.51279 22.1614 20.2783 19.1666 0.385381 1.11166 0.149791 0.0856255 2.03929 0.82573 0.315625 0.160682 18.7812 18.0645 0.114899 0.0806276 0.0465727 17.7311 17.0403 16.4393
internal_count=4633 3120 3086 3052 71 1513 72 1441 210 197 191 1231 1202 1156 64 46 53 47 173 148 137 129 1092 1072 124 107 57 1061 1029 994
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 2 1 1 1 1 2 0 2 1 0 0 0 1 2 1 2 0 1 1 2 2 0 0 2
split_gain=0.00549745 0.0385024 0.0234889 0.0624223 0.296901 0.0956947 0.0375025 0.0498825 0.0264753 0.0745374 0.0618546 0.809377 0.0404753 0.0676311 0.0992479 0.0328898 0.133162 0.0420955 0.0654395 0.0383833 0.0380243 0.0886957 0.0236788 0.0195279 0.0176071 0.0121282 0.0640567 0.275703 0.24347 0.0933881
threshold=0.47938684470000009 0.47961138885000004 0.47787491390000009 0.34515433670000012 0.34458549145000011 40.330620469300008 41.257948413050009 0.34527409360000011 0.34530403280000005 0.34545372890000009 0.34518427590000006 41.444941515100005 0.47757552170000012 41.289992964000007 0.34584293880000011 0.47757552170000012 0.47736594710000008 0.47568935060000012 0.3447052483500001 41.542492784600007 0.3447651268000001 43.968221017800005 0.45995628875000011 0.34479506600000004 0.34566330350000002 41.243661560350013 41.873095646600007 0.48185683060000012 0.48265022005000008 41.909642283050012
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 -4 -5 -7 -8 10 -10 15 -12 13 -11 -15 16 17 18 -1 -19 -20 -22 -16 -2 -9 -3 27 -27 -29 -28
right_child=1 25 3 5 -6 6 7 24 9 12 11 -13 -14 14 22 -17 -18 19 20 -21 21 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.00010421279083678626 0.0036742470598298501 0.0011772552206618624 0.034301812743046049 0.019804827349790916 -0.077337572524426967 -0.025012538443677138 0.017751374230187383 -0.024446346655327238 0.032311275096127044 0.0064621748265016989 -0.18713435936921574 0.083209452239185244 0.035733166974533208 -0.10357713450763582 -0.068912073106161625 -0.013929933336198796 0.036681250787693215 -0.032125343172382845 0.061470280688756943 -0.0044977353687591648 -0.10395801472925384 0.10130083669129542 0.013084090811770591 0.022565479434514289 -0.0020535593435163381 -0.046708384023519373 0.035974867746744896 0.047450521838524246 -0.0080034708479742971 -2.2724693209881808e-06
leaf_weight=5.9740520430101371 1.057258561253547 39.912745771842708 0.41415981416184777 1.4042580819223074 0.56076305604801746 1.248426119796932 0.74269580695545334 0.77100800238258649 0.93140381185079935 0.68708981650579593 0.20020941154234684 0.24782481794454725 0.20688095223158587 0.16862632407855926 0.043471732472529112 1.4173342264257378 1.013473708182574 0.72791713592596385 0.28043998288922001 1.6265451055542142 0.048388136894881306 0.037265311926603317 0.18550721400151815 1.1341799162328241 0.64478117677936098 1.5747650358825875 0.74318514480501363 0.92493028938770283 5.4979571442302344 24.730944324143604
leaf_count=538 6 1565 12 17 35 14 9 18 28 60 19 36 17 37 97 12 11 17 6 44 101 1 30 35 26 18 12 11 232 1569
internal_value=3.12004e-06 0.00039002 -0.00149007 -0.00683802 -0.0299117 -0.00216242 -0.0112169 -0.00323771 0.000752812 0.0107482 -0.00116706 -0.0375969 -0.0048017 -0.0125328 -0.0453575 0.000300009 0.00237751 -0.00162105 0.00261918 -0.0130392 0.0436593 -0.0146559 -0.00248291 0.0134514 -0.0142482 -2.41135e-08 -0.00140385 -0.00921133 -1.7798e-05 0.00104733
internal_weight=95.1585 75.576 19.5825 5.78609 0.974923 4.81117 3.40691 2.15848 13.7964 2.22298 11.5734 0.448034 1.29158 1.0847 0.397605 11.1254 9.70808 8.69461 6.34015 2.35446 0.366093 0.0856534 0.228979 2.19144 1.41579 73.3845 33.4718 7.99765 6.42289 25.4741
internal_count=4633 3448 1185 131 47 84 67 53 1054 269 785 55 241 224 164 730 718 707 646 61 108 102 127 41 44 3407 1842 261 243 1581
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 0 0 1 1 2 1 0 2 2 0 1 2 0 0 0 0 0 0 2 2 0 1 1 0 2
split_gain=0.00536375 0.0697961 0.130415 0.258507 0.25908 0.0829033 0.0670947 0.0365258 0.0346406 0.0317262 0.0915454 0.0475838 0.0309843 0.114649 0.0464019 0.222537 0.0213068 0.0176632 0.406819 0.188716 0.0783431 0.0805805 0.282903 0.269586 0.124649 0.147987 0.104519 0.0790035 0.073248 0.0707117
threshold=41.444941515100005 41.741384785950011 0.48119816770000007 0.49194634890000005 0.37043801085000005 0.54413041525000005 0.54450465555000005 0.34566330350000002 0.44844465735000011 41.909642283050012 0.34587287805000005 0.48458129995000004 42.027798546600003 42.055256506450007 0.48389269780000005 0.41625999220000004 41.362929270750008 0.49588335680000006 0.49194634890000005 0.49688632075000011 0.50291907430000016 0.52507409960000018 0.53146612375000013 43.321682097200004 43.813842866750008 0.50913146310000013 0.40651477500000005 0.37977904855000005 0.49067393190000008 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 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 7 -4 -5 -6 -7 -2 -8 10 -3 -12 14 -14 -11 -16 -1 18 28 -19 -21 23 26 27 -25 -26 -23 -22 -15 -24
right_child=1 9 3 4 5 6 8 -9 -10 12 11 -13 13 17 15 -17 -18 19 -20 20 21 22 29 24 25 -27 -28 -29 -30 -31
leaf_value=0.00026000088581477768 -0.006879035481593525 0.026519294136327837 -0.064928867181315741 0.10256567896762253 -0.10345732306000016 0.10113730539411823 -0.10141784071617838 0.022269460293052341 0.02070287237422724 -0.0031679788665273782 -0.025488564050691821 0.0056331088662856686 0.061816928419572419 -0.0010796021420826905 -0.096698289016165728 0.044167915865716278 0.010955632740942432 0.053028473649195107 -0.06745398586526194 -0.03534531650156874 0.027917038887175727 -0.10998449793851271 0.031218171234467591 -0.097027603023307429 0.059320197014628678 -0.086932914004528128 0.020598438656934229 0.085812125772872172 0.021611006166525018 -0.0012428185553264124
leaf_weight=54.382872154339665 1.3135144926249922 1.6858077871437971 1.0276006143540142 0.22405462805181731 0.12323628640751849 0.050514961360022426 0.047767122043296695 0.63905767624964926 0.045213784299146909 1.1136287342738871 0.71999489865993416 1.5465933449802376 0.29788083048197478 15.603488772333542 0.28204721138172306 0.18617292788007944 1.9285907902697079 0.69549936056136985 0.91470954718117425 0.61633154174512483 0.51401964569231384 0.31942333675897217 0.73815370351075937 0.20168264681706205 0.18594303963345737 0.11018080439455957 0.075849278049936686 0.43531287589371459 1.5653947851387791 7.3840626286575173
leaf_count=2150 34 28 23 7 22 13 13 27 38 39 9 49 17 791 23 30 34 5 16 35 29 152 9 13 20 90 56 14 15 832
internal_value=3.60933e-06 -0.000903334 -0.0144323 -0.0364135 0.0232915 -0.0432986 0.00836654 0.00266098 -0.0420343 0.000431013 0.00887232 -0.00425287 -0.000636965 9.03607e-05 -0.0142735 -0.0406873 0.000626312 -0.000535904 -0.00247277 0.00257017 -0.000746513 0.00139349 -0.00231318 0.02321 -0.0363935 0.00490281 -0.0849268 0.0544646 0.000989243 0.00170726
internal_weight=94.9746 38.6631 3.47096 1.51839 0.490787 0.266732 0.143496 1.95257 0.0929809 35.1922 3.9524 2.26659 31.2398 29.6579 1.58185 0.46822 56.3115 29.3601 18.0836 11.2765 10.581 9.96463 8.51749 1.44714 0.497806 0.296124 0.395273 0.949333 17.1689 8.12222
internal_count=4633 2449 177 116 93 86 64 61 51 2272 86 58 2186 2094 92 53 2184 2077 822 1255 1250 1215 1049 166 123 110 208 43 806 841
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 2 1 1 1 1 0 1 0 1 1 0 2 1 0 0 2 0 0 0 0 0 1 0 2
split_gain=0.00574864 0.053563 0.0263113 0.0445736 0.123371 0.0321758 0.023871 0.0538424 0.128909 0.0708751 0.0719184 0.0382849 0.0170267 0.0534031 0.0795281 0.0379616 0.0220561 0.0225724 0.0296763 0.0186046 0.0279614 0.0174342 0.0147208 0.0146399 0.10206 0.049372 0.0451718 0.0474036 0.10529 0.0244934
threshold=43.735142172100005 43.663128814500006 43.384297312450009 0.48119816770000007 43.521589032450009 43.276780833950006 44.202975721700007 0.38512319990000005 0.3465914194000001 0.34527409360000011 0.34515433670000012 0.53866650695000018 0.45824975300000009 0.56065686655000013 0.46551001470000003 0.46280051495000007 0.56685428580000019 41.808689985400001 0.47941678395000004 0.59751205050000011 0.59930840395000018 37.345948426100009 0.62376874945000005 0.47943175355000006 0.48001556840000009 0.48119816770000007 0.4995209724000001 0.37820723930000005 0.53146612375000013 44.908704241950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 12 7 8 9 10 -2 -9 -1 -14 15 -15 -16 18 -18 -19 -21 22 -20 -8 -25 -26 -27 -28 -29 -30
right_child=6 -3 3 4 -6 -7 23 11 -10 -11 -12 -13 13 14 16 -17 17 19 21 20 -22 -23 -24 24 25 26 27 28 29 -31
leaf_value=-6.9259137116693741e-05 -0.0034878273093875999 -0.027739552454363065 -0.022968314273983045 0.065702168946088935 -0.015714046166232808 -0.015802350991447986 0.0020486433783842664 -0.040029276016111608 0.076856586779810998 -0.025076766217533682 0.07375248033818721 0.0042548736715851262 -0.1025946263239934 0.0249563128841611 -0.10107872668466911 0.10011965608037597 0.0479524025475127 -0.10071901421615954 0.091534710953929121 0.10051390235063673 -0.10045254072774622 -0.10040891805504906 -0.10026318386272318 -0.11162748336099765 0.10153660791140014 -0.10105224173845878 0.049756382602480734 -0.10341020715140965 -0.060473705904674394 0.0032491624239677935
leaf_weight=83.06676096983891 0.26821255070350447 0.7022942293572062 0.2222317666954855 0.40226690516226427 0.34638266180900246 1.3010392169109923 3.9076319432879938 0.23365259501179014 0.35067585787328426 0.41319906168700982 0.21895158756524324 1.1869579645990596 0.034492864631655018 0.13222212214606088 0.027261336976152961 0.13662725241738372 0.097321752378955573 0.037040592751395707 0.01182715141746371 0.01495310477912426 0.012892511998018108 0.027291347305521185 0.006048025927150257 0.091907856985926517 0.043815210461616405 0.048534350461679199 0.15221335351634468 0.10864156221707855 0.063929688139523821 1.0681628758260187
leaf_count=2616 38 16 40 24 32 33 230 45 17 18 6 136 8 38 8 12 98 24 44 1 106 203 142 2 1 30 37 190 24 414
internal_value=4.08434e-06 -0.000235011 -1.00808e-05 0.0163588 0.0280328 -0.000197256 0.00254202 0.0102933 0.0254211 0.00538788 0.0312271 -0.00302869 4.55875e-05 0.0177785 0.0260251 0.0631538 -0.0165175 -0.00540117 0.0168626 -0.0542917 0.0074665 -0.0501277 0.0266403 -0.00123363 -0.00936568 -0.00303788 -0.00621652 -0.00291216 -0.00937354 -0.000349292
internal_weight=94.7354 86.579 85.8767 0.970881 0.74865 84.9058 8.15649 2.67165 1.25104 0.900363 0.487164 1.42061 83.6047 0.537978 0.503485 0.268849 0.234636 0.207374 0.142488 0.0648862 0.0278456 0.0451665 0.0178752 5.48484 1.5772 1.4853 1.44148 1.39295 1.24073 1.13209
internal_count=4633 3445 3429 96 56 3333 1188 260 79 62 44 181 3300 684 676 50 626 618 487 131 107 389 186 928 698 696 695 665 628 438
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 2 1 2 1 1 0 2 0 1 0 2 1 0 1 1 2 1 0 0 2 0 1 1 0
split_gain=0.00567102 0.0464061 0.0452429 0.0246578 0.0625702 0.0406865 0.0543358 0.0327381 0.0210865 0.0156948 0.0656008 0.0140234 0.0158886 0.13206 0.0481718 0.0980775 0.0329822 0.217042 0.117534 0.139343 0.127124 0.109317 0.0356483 0.143803 0.0297168 0.141471 0.0327765 0.0428073 0.258898 0.0443124
threshold=0.47880302985000006 0.47905751325000007 0.47847369840000004 0.34569324270000007 0.34614233110000009 42.283941020600004 48.109449608500007 0.3465914194000001 40.300545846000013 0.35799826355000003 0.36166581840000006 0.47943175355000006 44.279556297950009 0.4995209724000001 0.37820723930000005 0.53146612375000013 43.895345911700005 0.34524415440000006 0.48032993025000009 0.3465914194000001 0.38512319990000005 44.026978245600006 0.34491482290000003 0.48265022005000008 0.48077901860000011 41.16018805045001 0.48119816770000007 0.34530403280000005 0.34542378970000004 0.48265022005000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -9 -7 -11 -3 16 -14 -15 -16 22 -18 -19 -20 -21 -22 23 -13 25 -24 -26 -28 -29 -30
right_child=1 11 -4 4 5 6 -8 8 -10 10 -12 12 13 14 15 -17 17 18 19 20 21 -23 24 -25 26 -27 27 28 29 -31
leaf_value=0.00025198274612032241 0.020217194447040295 -0.0180789452591801 -0.023112957989819244 -0.070759710298662945 0.10078569079679159 -0.10103598434537953 0.045082221513476815 -0.083768192444504785 0.032753267227611391 0.086353874773343317 -0.10243547135592024 0.022641750069828617 -0.10717371535043439 0.054546760788896011 -0.10310182607415348 0.0011310587935202258 -0.10765149003427746 0.10277018086591272 -0.10541437544015597 0.082184603966954137 -0.088626884198863221 0.03824690792258887 0.0072116004655039256 -0.0095842089700285491 0.0095397981841120194 -0.032699110351717624 0.012928295824741002 -0.075412315399501481 -0.011177201481766045 0.00026084615440235312
leaf_weight=16.558346884427067 1.1613895709920132 0.42314370959502312 0.92659984987403632 0.17416610095642587 0.059139972552657127 0.059083910408276097 0.072030109353363514 0.020815453334090905 0.061173364352725912 0.029133564465382733 0.049984814299730118 3.0113518107682316 0.12797518010667808 0.14045451552465227 0.098235710442944213 1.1137585621642214 0.11892253160476585 0.20385730266571045 0.082866033539175987 0.27323597343638539 0.11485392275153572 0.16615792697984944 2.1527277015593422 2.563442338258028 3.412712277378886 1.5119451251521239 2.2719998301472506 0.46461576316505571 3.6155394388583764 53.594812359171129
leaf_count=889 18 34 44 35 3 15 3 46 27 69 24 27 32 36 189 431 3 3 3 11 127 26 30 25 40 39 34 11 33 2326
internal_value=4.61748e-06 0.000379924 -0.00159209 -0.000424836 -0.0217501 0.00254346 -0.0253374 0.0440762 0.00317061 -0.0620397 -0.032918 7.46231e-05 0.00017699 -0.0100801 -0.000892615 -0.00731732 0.00038342 0.0187986 0.03668 0.0155332 0.0336161 -0.0136084 0.000139938 0.00782338 -0.000499137 -0.00925448 7.26503e-06 -0.000535411 -0.00106579 -0.000462008
internal_weight=94.6345 76.624 18.0105 17.0839 0.525527 0.351361 0.210232 0.141129 0.0819888 0.138202 0.0791184 75.4626 75.0395 1.48042 1.35245 1.21199 73.559 0.959894 0.840971 0.637114 0.554248 0.281012 72.5991 5.57479 67.0244 3.66467 63.3597 59.947 57.675 57.2104
internal_count=4633 3478 1155 1111 222 187 111 76 73 108 93 3460 3426 688 656 620 2738 173 170 167 164 153 2565 52 2513 69 2444 2404 2370 2359
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 0 1 0 0 2 2 0 1 1 1 1 2 0 0 0 2 0 0 0 2 0 2 0 0
split_gain=0.00652599 0.116376 0.0454608 0.044865 0.028679 0.135836 0.054199 0.0410901 0.100033 0.0580903 0.0509578 0.0437154 0.116843 0.243038 0.0483636 0.0445736 0.0393681 0.027306 0.113141 0.0493442 0.0308482 0.0269809 0.0191767 0.0854135 0.0537367 0.219302 0.0421499 0.225608 0.0620601 0.0526996
threshold=40.148327922700012 40.21994457600001 40.300545846000013 40.371455563000005 0.48032993025000009 39.955516828000007 0.47976108500000009 0.34479506600000004 0.47697673720000006 0.47449178170000011 38.110427674550003 39.571921479100006 0.47943175355000006 0.34515433670000012 0.34527409360000011 0.3459626957000001 0.34545372890000009 39.896141435400004 0.53998383280000006 0.48735067810000005 0.49588335680000006 37.892416320650007 0.50452082270000009 0.50218556330000019 0.51809826055000008 38.911218973650008 0.52252926560000013 38.911218973650008 0.52324780695000006 0.52769378160000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 8 9 10 21 12 13 -9 -15 -16 -6 19 -19 -18 -21 -1 23 -22 25 -24 27 -26 -28 -30
right_child=1 2 3 -5 16 -7 -8 11 -10 -11 -12 -13 -14 14 15 -17 17 18 -20 20 22 -23 24 -25 26 -27 28 -29 29 -31
leaf_value=-0.0089088109444800008 0.030324344532527983 -0.015075591911971366 0.017222271544524975 -4.6797058092995723e-06 0.023915272942134993 -0.050280591576512247 -0.025983008373207363 -0.11237486173556986 -0.042170873248542566 0.039543799859488964 -0.029601489508833474 0.0010270358547804961 0.10446325816814134 0.1045734076047922 0.084209510836360579 -0.052242597873028485 -0.03124567096258303 0.025656523327979897 -0.018265408974614407 0.025627351167108067 0.0010530035106959767 0.016858396398453223 -0.009320851347771197 -0.035426116360293074 0.025509353045240907 0.078342489701018064 0.021132755578601913 -0.055715167358613663 -0.023036473487619016 8.481023236056072e-05
leaf_weight=0.67753310280853618 1.2864547905842716 1.9526661931325353 1.5495565306470229 62.024180925883989 0.68784059211612003 0.65907942434461109 0.79962962912395585 0.1160813316942606 0.55453257495537389 0.40237517750938412 0.50672992988609156 0.65667172206707392 0.18221133458428085 0.13221962610259652 0.04485165521568657 0.051345261777943296 0.54914136083846798 1.5832636710911168 0.93156420093146142 0.43059744758648122 2.5216052208998039 1.0153664339559325 0.86498570437470224 0.86102406666032028 0.63347017212072276 0.42586794384988025 1.2589639416837588 0.74311790071078576 1.1035284420818232 9.2393758017768963
leaf_count=144 34 34 36 3016 8 15 9 31 15 8 29 9 5 2 6 46 14 29 56 27 63 11 39 17 31 22 20 23 76 758
internal_value=3.78465e-06 0.000538368 -4.64083e-05 0.000415213 -0.00128877 -0.00754015 -0.00205925 0.0023487 -0.00360908 0.00460911 -0.00178145 0.0182404 0.0397011 0.00544723 0.0653244 0.011378 0.000371435 -0.000394385 0.00938658 -0.00171458 -0.000817762 0.00654583 -0.00146286 -0.0082325 0.000141927 0.0196003 -0.00179343 -0.0183377 0.000169591 -0.0023821
internal_weight=94.4458 66.8129 65.5264 63.5737 27.633 5.79863 5.13955 4.33992 3.15654 2.602 2.19963 1.18338 0.526709 0.344498 0.228417 0.0961969 21.8343 21.1465 2.51483 18.6317 18.0825 1.6929 17.6519 3.38263 14.2693 1.29085 12.9785 1.37659 11.6019 10.3429
internal_count=4633 3120 3086 3052 1513 330 315 306 207 192 184 99 90 85 54 52 1183 1175 85 1090 1076 155 1049 80 969 61 908 54 854 834
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 1 0 2 1 1 1 1 1 0 1 1 0 1 1 2 0 1 2 2 0 2 2 0 0
split_gain=0.0054077 0.0570226 0.0289617 0.0680661 0.0248164 0.0230923 0.120786 0.0248709 0.0393566 0.0596278 0.0482322 0.0398141 0.0425911 0.0337187 0.0292688 0.0256481 0.0200828 0.0182358 0.0303423 0.0252651 0.017422 0.0135852 0.0145541 0.013257 0.0247411 0.0117089 0.0755807 0.127646 0.0262497 0.0259288
threshold=0.57212358910000016 0.57403969940000021 0.43643902880000007 0.43837010870000009 40.574766824850009 40.858951393400005 0.44922307715000004 0.61797550970000004 47.309807198350008 0.45824975300000009 0.48616807880000007 0.46112391845000006 0.47289003325000006 0.49585341755000006 0.61400856260000014 0.4985778869000001 0.47634801355000006 0.66718062335000017 0.51869704500000013 0.52366695605000013 37.345948426100009 0.66977036620000019 0.58454836680000011 42.546237522150008 42.498713093000006 0.56579144335000009 42.546237522150008 41.184662530950007 0.56345618395000019 0.5619592227500001
decision_type=2 2 2 2 2 2 2 2 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 20 -6 -7 8 9 -8 -10 -11 -13 -9 -12 -15 -14 18 -17 -20 -5 -19 -23 24 -18 28 27 -27 29 -1
right_child=1 2 3 4 5 6 7 13 10 11 14 12 16 15 -16 17 23 21 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-9.1826408464736411e-05 -0.10164037065851053 -0.10162048525815491 0.096334140590069298 0.017370949765252615 0.011409909612383289 -0.10161048644292131 -0.10399778889613065 -0.070254177755454617 0.072583398851441924 0.054116514446542308 -0.10046662873578938 -0.10167863322448004 0.048565168588704979 0.090401999750424719 0.042654361350618342 -0.08556714165024569 -0.1006308461188925 0.090444256734392936 0.1005356821032081 -0.10034636714010854 -0.10030387893434432 0.023960189052987354 -0.10086574128289644 -0.10036531667665241 0.10046463672435185 0.0054988271977336623 -0.0081835707639987994 0.073469346229592086 -0.01723820591015417 0.017609889448891088
leaf_weight=87.499887784051381 0.059470500182157715 0.028824478829377997 0.06968431036932532 0.017603556994738701 0.72029188222853668 0.1308241220981472 0.054204121057409793 0.096893264993013872 0.17066383750716341 0.11957765463739634 0.03049097510017873 0.047384923846038873 0.062802068481687456 0.028089504834497347 0.02689046342857182 0.058609866379839559 0.011166102991182925 0.021403810746505769 0.020397975969672189 0.0090337306912857684 0.044100823170296621 0.042243229888359934 0.011992270680082129 0.019743849757105636 0.013532975688576698 1.081756615068769 1.7045099248571203 0.37106436607427884 0.88443757316735983 0.83536813400496512
leaf_count=3187 33 24 7 280 29 49 7 33 26 4 69 27 10 4 14 99 61 5 4 69 193 52 59 35 1 65 90 14 49 34
internal_value=6.67128e-06 -0.00525181 -0.00216404 -0.000595461 -0.00443772 -0.00217161 -0.0121954 0.00164601 0.0140017 -0.00815955 0.0459165 0.0107853 -0.0227233 -0.0221721 -0.0333963 0.00212175 0.0121621 -0.0130281 -0.0439662 0.0388772 -0.0667326 0.0229827 -0.00364067 -0.0392788 0.00955222 0.000115733 0.00610049 0.0228591 -9.6057e-05 7.5575e-05
internal_weight=94.2929 1.91592 1.85645 1.82763 1.75794 1.69624 0.975945 0.845121 0.556457 0.328412 0.228045 0.274208 0.15463 0.288664 0.0573814 0.19177 0.107245 0.163681 0.0880416 0.0294317 0.0617044 0.0756393 0.0542355 0.0444429 0.0246991 92.377 3.15733 1.45282 89.2197 88.3353
internal_count=4633 1194 1161 1137 1130 657 628 579 254 145 109 138 134 325 83 292 107 288 172 73 473 116 111 97 62 3439 169 79 3270 3221
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 2 2 0 0 0 0 1 0 1 0 1 0 0 1 1 2 1 1 2 1 1 1 1 1 0
split_gain=0.00539171 0.0475302 0.0507314 0.0377585 0.0565303 0.0419133 0.157051 0.139713 0.0389993 0.036843 0.0362777 0.0339888 0.101414 0.0321056 0.0522953 0.0423712 0.0561264 0.0455336 0.0375192 0.0913426 0.0539407 0.0298468 0.123444 0.0298216 0.0279851 0.0767975 0.0231143 0.035515 0.114346 0.0774091
threshold=0.53998383280000006 0.41917906650000009 37.765550062200006 0.42111014640000005 0.54353163080000011 38.911218973650008 38.621016321050007 0.54585192060000021 0.54695967185000016 0.54504356155000011 0.5641597557000001 0.42209814075000007 0.55234873210000013 0.42473279245000012 0.5541600551000001 0.43220262865000009 0.55877069550000014 0.5619592227500001 0.43837010870000009 0.44512140355000007 41.641174900500005 0.4172030777500001 0.40206880030000008 37.345948426100009 0.41808628485000005 0.41625999220000004 0.42307116555000007 0.44765126795000004 0.42663393310000008 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 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 6 10 -7 -9 -6 26 -10 -13 -14 -15 -16 -17 -18 20 -20 -19 22 -4 -12 25 -1 -5 28 -28 -30
right_child=1 3 21 5 9 7 -8 8 11 -11 23 12 13 14 15 16 17 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00017069181570262301 0.0051862213014185372 -0.0039469821190707428 -0.014983590421525054 0.0202851732973768 0.049750383741312271 -0.042938083249358799 0.086572441617653456 0.05267256262199288 0.051554967372855733 0.011827491405956117 0.011152081601610218 -0.05670968154897929 0.021977588369143968 -0.057674921093578704 -0.04206939167081572 0.034730814888372277 -0.029268784133176757 0.049885429104217116 -0.05398602425687557 0.0019359752576766 -0.0029102106030406468 -0.011551273250441193 -0.106915976501538 -0.101738688837851 -0.014406953868750183 0.023874398379934506 -0.11207278504479962 0.0091832838206038405 0.085182023409752006 -0.042281532854898732
leaf_weight=74.598386309004454 1.28487385400888 0.90877520182402705 0.70979559917486801 0.60480855684727408 0.49967406410723902 0.82619489131320634 0.24952629648464597 0.13913548953132604 0.1225316867348728 0.52572409626048966 0.03843997031640789 0.31966701894998362 0.65333448813362327 0.16019424857586262 0.23020256560266705 0.47414193508029701 0.52070031905441272 0.3671335297403856 0.31173953333450288 4.6325325719396382 0.40921881605754606 1.8028608691820407 0.18390344218322241 0.059806190229203082 1.2624315762896845 1.3923406644607883 0.1139200659818016 0.60116327372128353 0.085634695882617962 0.10740063943261191
leaf_count=2634 36 15 69 4 23 28 16 5 9 20 322 17 10 12 24 22 23 20 40 895 21 21 51 79 136 12 6 11 7 45
internal_value=5.37507e-06 -0.00161013 -0.0111666 0.00132535 0.0142128 -0.000935067 0.0127488 -0.00371267 0.000172918 0.0303072 0.00131551 -0.00071773 -0.00151055 0.000763572 -0.00118691 0.000115925 0.00156202 -0.000957757 0.00161916 -0.00158994 0.0220566 -0.0189585 -0.0339012 -0.0575688 0.000359685 0.000605003 0.00513933 -0.00494783 -0.0326232 0.0142641
internal_weight=94.1962 16.943 3.98143 12.9616 1.93417 11.0274 1.8607 9.16673 8.34053 1.0254 1.61117 8.2014 8.07887 7.7592 7.10586 6.94567 6.71547 6.24132 5.72062 4.94427 0.776352 2.69656 0.893699 0.0982462 77.2532 75.9907 1.51293 0.908119 0.306955 0.193035
internal_count=4633 1851 177 1674 58 1616 490 1126 1098 43 474 1093 1084 1067 1057 1045 1021 999 976 935 41 141 120 401 2782 2646 73 69 58 52
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 1 1 0 0 0 0 2 2 2 0 0 0 1 1 2 0 1 2 0 1 2 0 2 2
split_gain=0.00651606 0.0963947 0.0366094 0.0398983 0.0341271 0.0282539 0.0173972 0.121819 0.092638 0.152052 0.0350297 0.0537835 0.0484345 0.0713188 0.0759369 0.130208 0.171242 0.0367105 0.028232 0.0431362 0.260389 0.0363804 0.117249 0.131768 0.158679 0.106231 0.089075 0.194285 0.0871341 0.181054
threshold=40.148327922700012 40.21994457600001 40.300545846000013 40.371455563000005 40.003678352300007 0.38045268105000002 0.34479506600000004 0.34488488370000009 0.48368312325000012 0.48149755995000004 0.47961138885000004 0.47787491390000009 41.32819714970001 42.759119507950011 41.559097512700014 0.47568935060000012 0.47076434840000009 0.45995628875000011 0.34491482290000003 0.34506451900000007 41.319407281650008 0.48119816770000007 0.3453339720000001 42.154118731400011 0.48077901860000011 0.34536391125000004 42.759119507950011 0.47757552170000012 40.858951393400005 40.542362378300005
decision_type=2 2 2 2 2 2 2 2 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 8 -8 9 10 11 12 -5 14 -14 16 -16 -15 -9 20 -20 22 28 24 25 -24 27 -25 29 -21
right_child=1 2 3 6 5 -7 7 18 -10 -11 -12 -13 13 17 15 -17 -18 -19 19 21 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.00034483288768431911 0.027891711618293361 -0.013436798724731067 0.016338718583127756 -0.024975587150424746 -0.028769841046256892 -0.0037571290355037125 -0.032259039564734977 0.019477094498883459 -0.029770462204495508 0.045173047798137578 -0.031566147634236007 0.028043322010841726 0.097793644561728621 0.0021222957374967578 -0.068118638654096939 -0.05968479848277658 0.10152253327072841 -0.030586213334818368 -0.054751529664576262 -0.0081203248672534409 0.0094555371817460418 -0.0010310966087073695 0.0439558137452183 0.024540398366195607 0.054624550386268206 0.0028439678796253619 0.0037937334471412282 -0.10661828214501529 -0.011705079008401351 0.10215261745201992
leaf_weight=25.55915641308555 1.2639210916915988 1.9639505441384262 1.5374898448256278 0.67464254743178598 0.78730943458282254 1.0591125052663981 1.1879834008286696 0.74282546185713627 0.71009560138918448 0.9546036310493945 0.29368560301736568 0.7885208180068729 0.14871780971998338 3.008410981118292 0.082608895708607299 0.15259364759549499 0.21275090053677559 0.38731459017617442 0.95238279644399826 0.47417970407741261 1.875358329805749 37.308742120211576 0.8225654233247045 0.21326970690643099 1.2059298390522597 2.6642657703014265 2.1842081744474555 0.24007307536885492 4.3688405048346795 0.2170425751919538
leaf_count=1441 34 34 36 48 18 54 20 12 17 7 7 12 7 211 67 7 5 29 23 3 34 1991 7 19 10 84 189 41 106 60
internal_value=4.68149e-06 0.000538498 9.65174e-06 0.000426125 -0.0012933 -0.0144225 3.07016e-05 -0.000588012 0.00457534 0.00821337 0.00207659 0.00388766 -0.000193571 0.00399414 0.035879 0.0153237 0.0540758 -0.00160842 0.000118294 -0.000155475 -0.0121694 0.000528083 0.00522294 0.0133051 0.0233566 0.0125425 -0.00457855 -0.0449162 -0.00648542 0.0265052
internal_weight=94.0426 66.637 65.3731 63.4091 27.4056 1.84642 61.8716 54.4577 7.41395 6.70385 5.74925 5.45556 4.66704 3.9924 0.596671 0.447953 0.29536 3.39573 53.2697 52.5269 2.82774 49.6991 12.3904 7.33031 4.69276 3.48683 2.63755 0.453343 5.06006 0.691222
internal_count=4633 3120 3086 3052 1513 72 3016 2599 417 400 393 386 374 326 86 79 72 240 2579 2567 57 2510 519 350 101 91 249 60 169 63
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 1 2 1 0 0 1 2 0 2 0 2 2 0 1 1 1 0 1 1 2 2 1 2 2
split_gain=0.00532862 0.0791948 0.029598 0.0295109 0.0343606 0.0389909 0.0160724 0.148482 0.148578 0.265236 0.0963119 0.192858 0.138971 0.207825 0.0744274 0.173349 0.0704015 0.0673215 0.065968 0.0575744 0.100837 0.0483467 0.101112 0.0457729 0.0679726 0.0452179 0.0888445 0.0604144 0.20725 0.14213
threshold=40.148327922700012 40.21994457600001 40.040404835300002 40.300545846000013 40.467253020850002 0.40115565405000009 0.34527409360000011 41.184662530950007 0.34491482290000003 0.47847369840000004 0.48119816770000007 0.34542378970000004 42.154118731400011 0.47938684470000009 42.759119507950011 0.47757552170000012 41.289992964000007 40.722669576350008 0.47787491390000009 0.34584293880000011 0.34626208795000007 0.34524415440000006 0.48389269780000005 0.34548366815000003 0.34569324270000007 41.362929270750008 41.444941515100005 0.34521421515000011 41.529896397300007 41.675153845500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 7 8 17 -10 12 -12 13 18 15 -14 -9 -6 -8 -16 -21 22 25 -13 -25 -18 -27 28 -28 -30
right_child=1 3 -4 4 6 -7 10 16 9 -11 11 23 14 -15 19 -17 21 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.00047930084681406179 0.025452017880591871 -0.012020793556827556 -0.016944749068801893 0.018729809691802071 -0.018852156982295479 -0.0015264166826772429 0.016116129418014189 0.037178163095961295 0.0055621411140043186 -0.07727641222416895 -0.062997152024903733 0.023499878972861252 0.018701590474496103 0.041318230764435276 0.0069170486248336955 -0.10577436102128335 -0.014946446859097073 0.019309503328601447 -0.014074995366044233 -0.10454577715459096 0.0017480162518286068 0.025986513059955658 -0.0384185271808841 -0.019761889075787905 -2.0893193760847625e-05 0.047526309275758592 -0.076277617639367024 0.028668805392608427 0.069748067524664878 -9.703886956902173e-05
leaf_weight=26.273609206828628 1.2474707867975485 1.9751423715918992 1.1390622774863448 2.1003222603546869 1.0548761877580521 1.7354604715235096 1.5307814884313322 0.54507126664975558 0.65145377338831145 0.95040212802996393 0.50199445150792499 0.77283209748566051 0.21838337449298739 2.4665456959046423 1.8607167291462476 0.22940514087531483 1.4999470752663864 0.82288159202201772 1.372729120776057 0.13675623442577478 0.25691334809745925 0.70242529063170955 0.68144995172042477 1.8468601184431417 31.377579576684898 0.44161592643194936 0.34851039053318977 0.7604966861545116 0.30227982203586989 8.0574631661368059
leaf_count=1478 34 34 35 40 21 31 56 15 61 23 13 13 22 45 79 44 11 29 15 18 108 8 28 34 1886 7 9 22 15 399
internal_value=9.61034e-06 0.000493555 -0.00116348 1.60346e-05 0.000392057 0.00956509 -0.000200392 -0.00281763 -0.0212143 -0.0435871 0.00083361 -0.00146716 0.0106667 0.0199742 -0.00783021 -0.0450683 0.00198122 -0.00212874 0.00184229 -0.000433612 -0.0351772 0.000481727 -0.000999877 -0.00055862 -0.00111824 0.00123485 0.00368391 0.00163913 -0.000721384 0.00242849
internal_weight=93.8614 66.4488 27.4127 65.2013 63.2262 3.83578 59.3904 16.8189 3.47961 1.60186 42.5715 34.4993 8.07223 5.37006 2.70217 0.447789 13.3393 1.87776 2.90351 2.25439 0.39367 12.7942 12.0918 33.9973 33.2244 11.4103 9.91037 9.46875 8.70825 8.35974
internal_count=4633 3120 1513 3086 3052 71 2981 648 134 84 2333 1946 387 116 271 66 514 50 71 205 126 499 491 1933 1920 463 452 445 423 414
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 2 0 1 1 1 1 2 2 2 1 0 0 1 2 1 1 1 1 1 2 0 1 1 0
split_gain=0.00554157 0.0211016 0.0360434 0.0359825 0.0351395 0.057252 0.133701 0.017853 0.0566881 0.0472365 0.0472008 0.0459134 0.0370076 0.113083 0.0301997 0.0794043 0.0781476 0.11335 0.024853 0.0159343 0.0121757 0.0965356 0.0761197 0.0441912 0.0345247 0.117674 0.0172117 0.236789 0.112448 0.0664858
threshold=0.47721625100000004 0.47787491390000009 0.47811442770000007 0.34446573455000007 0.34491482290000003 41.362929270750008 42.844429421150004 0.47568935060000012 0.34521421515000011 0.35696536035000009 0.3447052483500001 0.34506451900000007 40.300545846000013 42.055256506450007 41.362929270750008 0.34512439750000007 0.47709649410000005 0.47697673720000006 0.3584174126500001 38.983591653800012 0.3447052483500001 0.3447651268000001 0.34491482290000003 0.34506451900000007 0.34524415440000006 41.489621506400006 0.48458129995000004 0.34587287805000005 0.34614233110000009 0.48847339900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 -3 -4 -2 -6 -7 8 10 -10 -1 19 -12 -14 -13 -16 17 -17 -11 -9 -5 -22 -23 -24 25 -25 -26 -28 -29 -30
right_child=1 2 3 20 5 6 -8 11 9 18 12 14 13 -15 15 16 -18 -19 -20 -21 21 22 23 24 26 -27 27 28 29 -31
leaf_value=4.4747382990727684e-05 -0.0082685535675914943 -0.027087956759706312 -0.021755795657677997 0.0072742018096427488 0.0019963181261483851 0.066957402217314943 0.0014955907730659548 -0.011702015101034764 -0.10183574170097634 0.073511551723564258 0.093878887962535726 0.016603826272006565 -0.1106847917509797 0.054900628903407502 0.009842572084877918 -0.10376090131783844 -0.10489491115698171 0.058829307534772279 -0.0356830895003366 -0.039164594468285331 -0.031142094798420568 0.019970745497755377 -0.014703939778497287 0.02870854767534721 -0.0027635948115272337 -0.0084448102103041444 0.042410147134835582 -0.040429969709707587 0.019672780526806922 -0.00047212730777363191
leaf_weight=5.9478785253996467 1.1559988614171732 0.49249541084282 0.74972116892786189 2.3966569707263252 2.1809220863506202 0.53245823876932241 0.75357371300924569 0.35620955750346217 0.097481371884059587 0.029157819120187334 0.089313503301860275 0.67427106155082561 0.052866230645122414 0.18759321351535618 0.6232668258016929 0.071698378414339459 0.1475911121815443 0.10666821328595688 0.073099741851450517 0.51926040357193415 0.98036978021263976 1.9442740094382305 2.0087311526858675 1.7070429908490035 18.4584935278599 1.7028849234629886 1.3317486201412965 0.68945061601698299 1.69894535547695 45.910004496142648
leaf_count=538 16 20 17 32 16 15 27 4 64 14 31 7 59 18 5 50 12 15 123 40 8 23 36 20 334 27 26 4 47 2985
internal_value=1.03653e-05 0.000260769 -0.000118507 4.84019e-05 0.00682993 0.0118643 0.0285989 -0.00235224 0.000417796 -0.0520283 0.0020865 -0.00953226 0.0389121 0.0184958 0.000421437 -0.0110735 -0.0510674 -0.00652741 -0.00454722 -0.0279907 0.000255777 3.57018e-05 0.000440806 -7.57622e-05 0.000335212 0.0101545 -0.000156546 0.00081307 -0.0003339 0.000246752
internal_weight=93.6701 84.6938 80.0708 79.5783 4.62295 3.46695 1.28603 8.97636 6.47739 0.199739 6.27765 2.49897 0.329773 0.240459 1.6235 0.949225 0.325958 0.178367 0.102258 0.87547 78.8286 76.4319 75.4516 73.5073 71.4986 3.40993 68.0886 49.6301 48.2984 47.6089
internal_count=4633 3653 3579 3559 74 58 42 980 847 201 646 133 108 77 89 82 77 65 137 44 3542 3510 3502 3479 3443 47 3396 3062 3036 3032
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 0 1 2 2 2 2 0 0 1 0 2 1 1 0 1 1 2 1 1 2 0 2 1 1 2
split_gain=0.00548127 0.062263 0.0279593 0.0275877 0.0409621 0.0184976 0.133525 0.0784326 0.0536484 0.0444297 0.0258614 0.0745499 0.0252299 0.152307 0.0463403 0.0371286 0.0436502 0.0358226 0.0239438 0.0430696 0.0369401 0.0200606 0.0309204 0.0473047 0.0461614 0.0182672 0.0710899 0.0367825 0.016821 0.015191
threshold=43.895345911700005 43.930205408700004 0.39587138110000003 0.31060447290000009 0.39614083410000006 0.47976108500000009 0.34524415440000006 44.578137159850009 49.064150740050003 48.823707093150006 48.553014326500012 0.47721625100000004 0.50947576420000018 0.38772791230000009 0.52366695610000014 44.202975721700007 0.39170982905000007 0.39670967935000007 0.53499895210000015 0.43593006200000012 0.43837010870000009 44.908704241950012 0.40206880030000008 0.4172030777500001 45.711398460000005 0.57927906350000014 45.921757303800007 0.45628873390000008 0.4690129038000001 45.044778924400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 7 -7 -6 9 10 11 29 -8 -14 -15 18 -17 -18 -16 -20 -21 -19 -23 -24 -25 26 -26 -27 -29 -9
right_child=1 2 3 4 5 6 12 8 -10 -11 -12 -13 13 14 15 16 17 21 19 20 -22 22 23 24 25 27 -28 28 -30 -31
leaf_value=-0.00019628268233685067 0.049265350957735758 -0.057101450318731033 -0.049095284383737857 0.055679012493025606 0.040841865088498089 -0.10579460367267544 0.024255447784220684 -0.022644159934999873 0.01316366732462119 -0.038375695116628916 0.013579657402485618 -0.00070219585292057929 -0.10384193972908931 -0.10526244300616774 0.089684168546884657 0.055776883274915694 -0.10060811307841651 -0.057451405396128856 -0.10170339482420239 0.10156692271189245 -0.10039363762416804 0.067652100556171255 -0.10161057962136333 0.066900888243154266 0.10081012615165129 0.044558166642680162 -0.10182813378057039 -0.055696642914961084 -0.0050174740148583238 -0.10184891955487639
leaf_weight=87.144393914828612 0.27636283159267794 0.082444489494724382 0.10575487924324978 0.1410432478878646 0.52962782546455889 0.12753812507071405 0.34870112417302568 0.031853833843342949 1.544198195100307 0.47742002271115769 0.55898391921073198 0.65594880655407906 0.14240846834718457 0.036854893203540295 0.084965860471129306 0.13105928085133178 0.038258688729001733 0.060420663114200579 0.023087619105353951 0.04465290904045105 0.011360807431628928 0.066471319715219579 0.04613782965476787 0.097316920481716807 0.023434175178408623 0.13709198435822145 0.066276298593521688 0.082476985331595642 0.31803378073539079 0.10097440593654028
leaf_count=3505 16 41 33 6 28 9 60 13 18 16 3 11 56 26 8 8 93 30 4 1 121 17 45 17 1 31 82 16 225 93
internal_value=1.10282e-05 0.00283774 0.000739412 0.00152993 0.00243329 0.00113524 -0.0069936 0.0050684 -0.000554775 -0.0121613 -0.00287531 -0.0145365 0.000170026 -0.00578514 0.00522845 0.00853631 0.00172625 -0.00584261 0.0528241 0.0132313 0.0606049 -0.00180366 0.00221225 -0.00343131 0.00281985 -0.00712123 -0.048895 -0.00015039 -0.0154538 -0.0828547
internal_weight=93.5356 6.39116 6.1148 6.03235 5.9266 5.78555 1.88655 3.89901 3.36938 1.82518 1.34776 0.788777 1.75901 1.41031 1.2679 1.23105 1.06698 0.935919 0.164067 0.0791013 0.0560137 0.89766 0.837239 0.770768 0.72463 0.627313 0.0897105 0.537603 0.400511 0.132828
internal_count=4633 1128 1112 1071 1038 1032 850 182 154 136 120 117 841 781 725 699 565 557 134 126 122 464 434 417 372 355 83 272 241 106
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 2 0 1 0 2 2 2 2 1 1 2 1 1 2 1 1 2 0 0 2 2 2 1 1 0
split_gain=0.0054005 0.0388094 0.0724772 0.051129 0.0269163 0.010933 0.0647394 0.0151986 0.0187979 0.059749 0.0517481 0.0334118 0.0465995 0.0575251 0.033743 0.00930067 0.0584951 0.148299 0.0588398 0.0545837 0.081246 0.0387181 0.0509659 0.0334356 0.0295983 0.0331569 0.0251014 0.0436187 0.0647137 0.0253589
threshold=49.292797572200008 0.31100865245000009 0.31060447290000009 49.247968080500009 0.30560462260000004 48.823707093150006 0.42615490555000007 0.31638274305000008 0.4560492201000001 41.873095646600007 41.32819714970001 40.986363433950011 39.476991512000005 0.32012514595000008 0.32168198560000011 43.895345911700005 0.34479506600000004 0.34488488370000009 44.202975721700007 0.42209814075000007 0.43593006200000012 44.749265482150008 0.47774018740000007 0.56300709560000006 48.393869453650005 47.927946529500012 46.095286511800005 0.39150025445000008 0.45824975300000009 0.60134427115000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -3 9 10 11 12 13 -9 -14 -10 -17 -18 19 -19 -21 22 -20 -22 25 26 29 -28 -29 -23
right_child=-2 5 -4 -5 -6 6 -8 8 15 -11 -12 -13 14 -15 -16 16 17 18 21 20 23 24 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10029863456329297 -0.0057840872882951181 0.013561749095880949 0.063922946213051599 -0.10115724322388574 0.04521311590595932 -0.052553071200375778 0.0097883841062128985 0.097154342452138942 -0.00014527214376768439 -0.10081039019354886 0.083035340623909423 -0.10368768684570727 -0.029189427117639302 -0.092332637372020007 0.099114553207509226 -0.062392608111327456 0.10284022584224917 0.036425627631152938 -0.10404509220996597 -0.10506967465065285 0.10141559921278623 -0.00045555763793133828 -0.013594604415612853 -0.10035543983294565 -0.056207848256067609 0.039932960829475977 -0.072202285446739373 0.045765460464489656 -0.082405916602572765 0.057246391935610319
leaf_weight=0.015247616340814285 1.5824051124881027 0.82741249732656186 0.2508773665613262 0.054680635817931034 0.076447586935046274 0.25748862544423801 0.47179485301694513 0.020291269968122971 86.720807829025759 0.077236217665838325 0.057574528247641865 0.041969180496380432 0.033724311739206314 0.076135389965932887 0.052262973950973901 0.12069475535827168 0.15773933380842242 0.6769487751880664 0.088128569988839334 0.071295100497536623 0.040460843592882156 0.73368877909524577 0.21252027455798839 0.01030441259717918 0.089732637257838976 0.20679436029604392 0.1293066591083516 0.12087180401158548 0.05843753495423698 0.084986339117676835
leaf_count=137 314 63 11 10 44 13 48 18 3053 70 15 6 3 126 67 14 2 33 17 12 1 195 50 123 15 35 44 36 47 11
internal_value=8.1771e-06 0.000107982 0.0312964 -0.0246231 0.0210166 -2.7515e-05 -0.0122226 7.05305e-05 -5.36636e-05 -0.0228844 -0.0015383 -0.0232391 -0.00472973 -0.0524585 0.0487936 3.79408e-05 0.00570849 0.00877406 0.0028941 0.0253271 -0.0362255 -0.00749994 -0.0401082 0.0604598 -0.000614492 0.0031248 -0.00362742 -0.0279314 0.00399396 0.00553446
internal_weight=93.4183 91.8359 0.397253 0.146376 0.0916952 91.4386 0.729283 90.7093 89.8819 0.359194 0.281958 0.224383 0.182414 0.0964267 0.0859873 89.5227 2.80191 2.68122 2.52348 0.799009 0.12206 1.72447 0.300649 0.0507653 1.42382 1.33409 1.12729 0.308616 0.179309 0.818675
internal_count=4633 4319 202 191 181 4117 61 4056 3993 305 235 220 214 144 70 3688 635 621 619 169 136 450 67 124 383 368 333 127 83 206
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=0 2 1 0 1 2 2 2 1 0 2 0 2 2 2 2 1 1 2 1 1 0 0 2 1 1 2 1 2 0
split_gain=0.0051608 0.0456551 0.0547184 0.0333175 0.0105756 0.0524906 0.110555 0.0851265 0.0307693 0.0618727 0.041869 0.0151294 0.0929693 0.0947145 0.126198 0.134355 0.0897777 0.0521089 0.0311676 0.0361214 0.0183668 0.0180016 0.0355316 0.0637462 0.0117576 0.12704 0.0852438 0.0236515 0.110035 0.01385
threshold=0.39672464895000009 48.823707093150006 0.31118828780000007 0.3733870243500001 0.32467590790000006 48.96897326980001 48.823707093150006 42.055256506450007 0.32012514595000008 0.41229304515000009 35.771221912400001 0.47396784530000008 38.171717059500004 38.983591653800012 39.065416244600009 42.123054668150012 0.34007963835000005 0.34377713240000007 43.968221017800005 0.3584174126500001 0.36166581840000006 0.47500074850000013 0.47604862130000009 42.546237522150008 0.3447052483500001 0.3447651268000001 41.243661560350013 0.34491482290000003 41.11191809080001 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -11 12 -6 -14 -15 -16 -17 -18 -19 -20 -21 -13 23 -23 26 -26 -24 28 -27 -29
right_child=4 -3 -4 -5 11 -7 -8 -9 -10 10 -12 21 13 14 15 16 17 18 19 20 -22 22 24 -25 25 27 -28 29 -30 -31
leaf_value=0.024561233908774925 0.07464702053097827 -0.033025247234585269 0.017595503070806855 -0.10133327215538152 0.0093263964943437194 -0.0023877595484841536 0.10177042951139603 -0.10078725252846593 0.061450292446671079 0.030690760147138132 -0.10265304366602024 0.013114337612450781 -0.10900034359262423 0.078443157846283793 -0.10445144078252538 -0.10296551921215708 0.083883265836285484 -0.056401570497312842 0.10075815164278501 0.071640432842682386 -0.10333251467101885 -0.065178161973988277 0.016050173205926513 0.014497377514781102 -0.034292127100156868 0.033811952552753738 -0.013695140389097783 0.0049101349474999726 -0.007898608793328727 -0.00037370051217682594
leaf_weight=0.030505105867651316 0.062639170027949054 0.42221039798459969 0.69295699661534593 0.067615603166984117 1.1202955289467205 1.4787734377896413 0.16648197174072266 0.064561842340935982 0.13379487162455916 0.037929484387859702 0.062102525658815466 1.0535756040917466 0.14409558038137493 0.10940019693225622 0.19701491352304856 0.064781401933942107 0.10203165654093027 0.071199304143823028 0.039019892923533916 0.0087483678435091861 0.019090439842329943 0.22451906510104791 2.6613733714911936 0.18166703514725668 1.0762144047766913 1.0935270795598619 1.5101208655214575 5.3194044802286404 1.5000708699371896 73.586482944659764
leaf_count=16 7 30 49 135 128 16 4 53 12 7 48 35 11 2 124 25 4 32 2 59 4 38 30 28 11 17 35 145 31 3495
internal_value=6.7825e-06 -0.00647261 0.00769894 -0.0621935 9.21497e-05 0.00727296 0.0343549 0.0032674 0.0259275 -0.00328947 -0.0520926 -6.77783e-05 -0.00895493 -0.0360677 -0.0188756 -0.040089 0.00150356 0.0296916 -0.0103587 0.0386733 -0.0483471 0.000121203 -3.58682e-05 -0.0295432 0.000102297 -0.000159371 0.00528208 0.000291358 0.00968763 -1.74932e-05
internal_weight=93.3022 1.21329 0.791078 0.0981207 92.0889 2.00628 0.52751 0.361028 0.296466 0.162671 0.100032 90.0826 1.87568 0.755382 0.611286 0.501886 0.304871 0.24009 0.138058 0.0668587 0.0278388 88.207 87.1534 0.406186 86.7472 82.5757 4.17149 81.4995 2.5936 78.9059
internal_count=4633 230 200 151 4403 147 131 127 74 62 55 4256 391 263 252 250 126 101 97 65 63 3865 3830 66 3764 3699 65 3688 48 3640
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 2 2 0 1 1 1 1 0 2 2 0 0 1 1 1 0 2 2 1 0 2 0 2 1
split_gain=0.00635532 0.051874 0.0462091 0.0186073 0.0526904 0.024789 0.0443556 0.0300995 0.0250509 0.0145996 0.0207504 0.0221385 0.021901 0.129943 0.0407855 0.0874433 0.142884 0.0795628 0.0829653 0.0582954 0.0287751 0.0658635 0.0264135 0.167566 0.0190386 0.130803 0.0147575 0.0371538 0.0418929 0.0137433
threshold=0.47880302985000006 0.47847369840000004 0.47905751325000007 0.34569324270000007 0.34626208795000007 42.283941020600004 48.109449608500007 41.935569238650011 0.47396784530000008 0.34560342505000002 0.34545372890000009 0.3453339720000001 0.34458549145000011 0.47736594710000008 43.968221017800005 42.081757894750005 0.47697673720000006 0.47648274005000008 0.3447651268000001 0.34491482290000003 0.34521421515000011 0.47721625100000004 41.741384785950011 41.542492784600007 0.34422622080000004 0.47568935060000012 38.110427674550003 0.45995628875000011 39.427119987250002 0.36166581840000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 9 -5 7 29 8 -6 10 11 12 13 24 15 19 17 18 -17 -14 21 22 23 -21 25 26 -1 -28 -29 -7
right_child=2 -3 -4 4 5 6 -8 -9 -10 -11 -12 -13 14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.010789958776847075 0.020543808950981804 -0.025186097732793528 9.9712035052504326e-05 -0.063431819885316432 -0.10052148266538403 -0.028570374817291334 0.047026802722729098 0.087706813423139546 0.040719583383744824 0.015167931561359541 -0.016923024905667404 0.015362327324156941 -0.023401650094248706 0.053659610551005543 0.017797378680920333 0.016683647067523424 -0.10406619511455327 0.064251358058625349 -0.103472786718369 -0.10774699730537163 -0.0074919734288967886 0.017801530403515599 -0.0023862450915942785 0.045893242799702187 0.013046184662147353 -0.070715070241483824 0.0021339815536359345 -0.00016757674623765371 -0.054177886046017712 -0.10206704794745086
leaf_weight=1.1664695998625942 1.1222357140663906 0.89329611621542326 74.504229175108676 0.17529730587284442 0.020563579064767246 0.06349583666032288 0.06476860772818327 0.064033339236630127 0.032253397745080292 0.61976413907541505 0.73163808932088237 0.91878426883844611 1.1658819320366545 0.4792034156853332 0.74136262359388627 0.12853374145925034 0.23543467005947605 0.11637907278418425 0.10392988992225582 0.16217665447679985 2.0406649704082156 1.992128489539027 0.49221111088991165 0.12624577805399895 0.89602932969178617 0.26845349802988483 3.1985806468711151 0.30692577375521057 0.26989455322473077 0.042452932868044968
leaf_count=146 18 44 3460 39 57 81 3 8 10 16 24 28 43 10 10 5 22 12 43 70 43 15 2 2 16 9 324 11 38 24
internal_value=5.54303e-06 -0.00171079 0.000403086 -0.000449304 -0.0202182 0.00612426 -0.0181662 0.0416124 -0.0142707 0.000116905 -0.000483322 0.000328865 -0.00066552 0.00351649 -0.00443569 -0.00694693 -0.0438709 -0.00324499 -0.0370359 -0.00333885 0.00152066 0.00815367 -0.0164671 -0.0404969 -0.000418551 -0.00273411 0.000958771 -0.00207873 -0.025439 -0.05802
internal_weight=93.1433 17.5169 75.6265 16.6236 0.462865 0.287568 0.170717 0.11685 0.052817 16.1607 15.5409 14.8093 13.8905 6.58556 7.30495 6.56359 0.584277 0.348843 0.232464 5.97931 4.81343 2.77276 0.780634 0.288422 6.10635 5.21032 4.94187 3.7754 0.57682 0.105949
internal_count=4633 1155 3478 1111 222 183 108 75 67 889 873 849 821 554 267 257 82 60 48 175 132 89 74 72 544 528 519 373 49 105
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 2 1 2 2 2 1 0 2 1 2 1 0 1 2 2 2 1 1 2 2 0 0 0 2
split_gain=0.00605898 0.173804 0.0912865 0.166751 0.0891454 0.0534393 0.068901 0.0648317 0.0274104 0.0886363 0.11801 0.0862402 0.144294 0.0505632 0.074021 0.0630841 0.0447773 0.0991581 0.0446548 0.0310689 0.0343846 0.0371688 0.0451213 0.171227 0.0538774 0.171496 0.0956732 0.141279 0.0432541 0.0329671
threshold=0.48458129995000004 0.48389269780000005 0.34587287805000005 41.489621506400006 0.34614233110000009 0.48847339900000003 41.741384785950011 0.34708541665000009 42.684965421050009 42.243697547450004 42.431220712750012 0.34614233110000009 0.47880302985000006 42.783136484500005 0.34527409360000011 43.067541470150012 0.34542378970000004 0.47568935060000012 0.35799826355000003 42.081757894750005 41.965446242000006 41.873095646600007 0.34554354660000003 0.34560342505000002 41.362929270750008 40.986363433950011 0.48185683060000012 0.47905751325000007 0.48119816770000007 41.529896397300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 6 -6 -7 9 19 -11 13 18 -10 15 -15 17 -12 -13 20 21 22 29 -24 25 26 27 -25 -26 -1
right_child=2 -3 4 -5 5 7 -8 -9 11 10 16 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 28 -27 -28 -29 -30 -31
leaf_value=-1.0886936749567366e-05 0.042613580841589747 -0.056576182975752676 -0.035670825564186152 -0.0063413231554436192 0.040228237222404456 -0.020365791164276899 -0.00046767452468966678 0.00030758424880530824 0.01820418868673504 -0.10867448427212208 0.014644826509553177 -0.10089982458306145 0.089656167282196664 0.035357893702339063 -0.020573416212861358 0.00062243438618400811 0.0042466815733065077 -0.10268364635680088 0.0081260975791156657 0.017360152229572549 -0.019047177372580795 0.020336937887045423 -0.045316858851887208 -0.0098772932873362404 0.0014349582859355327 0.030150672668650205 0.0030829758359143511 -0.095635183827128101 -0.023523187735080581 0.013487733799795454
leaf_weight=17.859512926067246 1.4035294754430645 0.5530310416361307 0.70141462422907253 1.3798238518647847 0.75300721079491839 1.5707739051431406 0.92965422897259486 44.249707211201148 1.6588477912564794 0.16569971922133575 0.13903592880979687 0.053376150610270012 0.29158634995837929 0.57673084069710778 1.5503123708997462 5.5960698568039122 0.45376745531393681 0.14946632760984357 0.12683878092025047 0.92704435842192623 1.0450629058726821 0.8250358549026221 1.0431720791384567 0.58655699994808275 1.238213492499199 1.6697276295890331 1.6273380241470929 0.28565460951153909 1.5810297876596449 2.0132107638825962
leaf_count=532 27 24 4 33 22 17 25 2968 80 35 22 15 8 31 97 258 32 19 93 33 29 24 13 58 34 16 9 16 12 47
internal_value=3.11202e-06 -0.000886034 0.000735808 0.0183446 -0.000280932 0.000241623 0.0177441 -0.000401121 -0.000143247 -0.0015788 -0.032371 0.0044618 0.0461796 0.00236389 -0.00103845 0.0038678 -0.0153375 -0.0461403 -0.0241653 -0.000668145 -0.00122946 -0.000581327 -0.00119981 -0.00752508 -0.00188392 0.00533623 -0.0112401 -0.0379635 -0.0125616 0.00135659
internal_weight=93.0042 42.0163 50.9879 2.78335 48.2046 47.5031 1.68266 45.8205 41.4633 31.6095 0.907969 9.85376 0.471801 9.38196 7.72311 6.1728 0.74227 0.288502 0.180215 30.7016 29.7745 28.7295 27.9044 8.03169 6.98852 4.16928 2.49955 0.872212 2.81924 19.8727
internal_count=4633 1537 3096 60 3036 3032 47 2985 1513 931 108 582 116 466 386 289 73 41 108 823 790 761 737 158 145 99 83 74 46 579
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 1 1 2 0 2 0 0 0 0 1 0 0 1 2 2 2 1 1 1 1 0 1 0 1 1
split_gain=0.00583552 0.0341826 0.0435833 0.0398165 0.0265056 0.0204448 0.0615122 0.657134 0.0584895 0.0622675 0.0445104 0.0337098 0.0216062 0.0281114 0.0212028 0.0163136 0.0255836 0.0448528 0.0342441 0.0843548 0.0355574 0.0119765 0.053232 0.0299966 0.0401424 0.0253498 0.216258 0.0999627 0.0947768 0.0710381
threshold=0.47868327295000007 0.47787491390000009 40.621691032550004 0.3453339720000001 0.47905751325000007 0.34530403280000005 0.34518427590000006 41.444941515100005 0.47697673720000006 41.289992964000007 0.47076434840000009 0.45995628875000011 0.47736594710000008 0.47697673720000006 0.34545372890000009 0.47673722340000008 0.47568935060000012 0.3447052483500001 40.300545846000013 42.546237522150008 42.055256506450007 0.34458549145000011 0.3447052483500001 0.3447651268000001 0.34491482290000003 0.48458129995000004 0.34587287805000005 0.48847339900000003 0.34506451900000007 0.34614233110000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -2 6 12 -8 9 -7 11 -11 13 15 -10 16 17 -1 -19 20 -20 -6 -23 -24 -25 28 27 -27 -26 -28
right_child=4 2 3 -5 21 8 7 -9 14 10 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 23 24 25 26 29 -29 -30 -31
leaf_value=-0.00046873675375611957 0.012268047008674347 0.0022276857337344669 -0.037564660696582743 -0.0086913943446953017 -0.0079404460028156057 0.0038869903597526811 -0.17346466832765539 0.081464391926743457 0.031468712739261766 -0.066120268307604493 -0.10299339890907218 0.073206443868862894 0.0087632622009826203 -0.014246813081608689 0.0052099547156289269 0.02603486289420455 -0.023392467695135602 0.094054963759421323 -0.10946792885908717 0.078536528104126896 0.0068712363352523122 0.022586182602325252 -0.018317766619651746 0.015004283757771106 -0.025621748418375667 0.061473581981755947 -0.031608315588146252 0.0127937039612357 -0.0010714094152793668 0.00021828754874963566
leaf_weight=5.7356111853048457 1.8286695208498702 1.5366391409188502 0.79340365670850577 1.1999384570008258 1.8156102581397124 0.53757405739012165 0.19208672097920576 0.21350403416613517 0.86487180669791974 0.037267154167562211 0.11171891370474896 0.032517997547984123 2.3986176564358166 1.5312985334603579 0.47714692341833143 0.24613536481047038 0.4428996163078408 0.082401153521985182 0.047859805608823081 0.11305829003686085 0.058240162092261016 1.0545203890651453 0.88739417493343253 1.7812877520918835 1.7309036199003554 0.81058743689208401 0.71182139962911506 0.87955245771445334 17.181495370930179 47.497643435067658
leaf_count=538 45 20 21 33 20 61 19 36 14 97 42 7 23 22 48 11 28 31 59 15 3 17 6 17 18 19 4 21 306 3032
internal_value=3.43391e-06 -0.00169233 -0.0104278 -0.0201837 0.000374127 0.000657472 -0.00104632 -0.0392693 0.00980156 -0.0132119 -0.0638548 -0.00119778 0.000408516 -0.00201835 0.0221326 0.000765603 -0.00019421 0.00150766 0.0390985 0.0184354 -0.0456073 8.15946e-05 0.000282392 -4.66449e-05 0.000183033 -0.000200635 0.000980992 0.0361405 -0.00331831 -0.000251638
internal_weight=92.8323 16.6528 3.52998 1.99334 76.1795 13.1228 11.0617 0.405591 2.0611 0.719078 0.181504 0.0697852 10.6561 8.2575 1.34202 6.72621 6.48007 6.03717 0.301559 0.219158 0.1061 74.3508 72.5352 71.4807 70.5933 68.812 49.8996 1.69014 18.9124 48.2095
internal_count=4633 1128 74 54 3505 1054 785 55 269 207 146 104 730 707 62 685 674 646 108 77 62 3460 3440 3423 3417 3400 3076 40 324 3036
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 2 1 2 1 1 0 1 0 1 2 2 1 0 1 2 0 1 0 0 2 1 1 0 1
split_gain=0.00496176 0.0412001 0.0392431 0.0144157 0.0459532 0.0294603 0.0438231 0.0235785 0.016664 0.0132773 0.0154062 0.109549 0.0305684 0.0304382 0.0246194 0.0307946 0.0371633 0.131214 0.115198 0.209863 0.317669 0.0461974 0.0692415 0.0355954 0.141027 0.0541389 0.0344318 0.014618 0.102161 0.0131087
threshold=0.47880302985000006 0.47847369840000004 0.47905751325000007 0.34569324270000007 0.34614233110000009 42.283941020600004 48.109449608500007 0.3465914194000001 40.300545846000013 0.34560342505000002 0.34458549145000011 0.47736594710000008 0.3447052483500001 0.47787491390000009 0.34479506600000004 41.32819714970001 43.968221017800005 0.34506451900000007 0.47774018740000007 0.34512439750000007 41.741384785950011 0.47721625100000004 0.34524415440000006 0.47757552170000012 0.47736594710000008 41.16018805045001 0.34548366815000003 0.34422622080000004 0.47568935060000012 0.35799826355000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 9 -5 7 29 -6 -9 10 11 27 -12 14 -14 23 17 -17 19 -19 -21 22 -22 24 25 26 -16 28 -1 -7
right_child=2 -3 -4 4 5 6 -8 8 -10 -11 12 -13 13 -15 15 16 -18 18 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0008381800934842298 0.018965563821168437 -0.022437414188536606 7.5564599432998108e-05 -0.064186365056845537 0.1005771014029818 -0.1007942670886478 0.045455836822434932 -0.077448535538223562 0.035913226617628725 0.014518653095070139 -0.026083228624352979 0.050173363844901835 0.025135030126365743 -0.011065083652711015 -0.10513566752103863 -0.053338761112196736 0.013964869119090367 0.019881741468477772 0.033308040401391285 -0.15108657024795957 0.029157620469936252 0.033992663479883778 -0.10348093854657259 -0.0015801194442237113 0.10362076491375585 0.017834826377438721 -0.0022643573131108205 0.011481199024360605 -0.063309267955648285 -0.030349107815136795
leaf_weight=4.9301948168874148 1.1162801073892286 0.89325071865914552 74.328863495185757 0.14542038263198265 0.044993050862103701 0.045299264808392081 0.062353496439754963 0.017289683839982639 0.051868584252588334 0.61434661098246657 0.54765571808888935 0.46150684484746296 0.43467498943209548 2.4391177127836272 0.064628429196543435 0.57642293326353033 0.74987644270004228 0.69605668913573016 0.70502593670971681 0.23531253626788373 0.075715467157351724 0.1837728675454855 0.081961652169979915 1.1745673846453426 0.18154504895210266 0.5968496390173641 0.065523669123649597 0.88964849916545219 0.26143556057650119 0.063366302681828302
leaf_count=519 18 44 3460 35 3 15 3 46 27 16 9 10 20 33 110 36 12 7 6 6 20 5 39 8 2 4 2 16 9 93
internal_value=4.89314e-06 -0.00152309 0.000355059 -0.000383712 -0.0184391 0.00488933 -0.0213701 0.0442306 0.00757259 0.000103233 -0.000473653 0.0032021 -0.00320387 -0.00168711 0.00224182 0.000394661 -0.00560851 -0.0113548 0.000880974 -0.0170807 -0.0616882 -7.86545e-05 -0.0397888 0.00991663 0.0247796 0.00509158 -0.0533462 -0.000362534 -0.0023921 -0.0597155
internal_weight=92.7348 17.2897 75.4451 16.3964 0.430591 0.28517 0.171019 0.114151 0.0691583 15.9658 15.3515 6.54279 8.80871 8.26105 5.82193 5.38726 3.30414 2.55427 1.97785 1.27282 0.576763 0.34145 0.157677 2.08311 0.908547 0.727002 0.130152 6.08128 5.19163 0.108666
internal_count=4633 1155 3478 1111 222 187 111 76 73 889 873 554 319 310 277 257 131 119 83 77 70 64 59 126 118 116 112 544 528 108
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 2 2 0 2 2 2 0 0 2 0 2 2 0 1 2 1 0 1 0 2 2 2 2 2
split_gain=0.00479478 0.0344631 0.0197025 0.0179569 0.0686704 0.221831 0.066731 0.0266023 0.0155616 0.0117557 0.0936437 0.0413838 0.0219447 0.0180838 0.0156251 0.140577 0.0516588 0.0262022 0.0583544 0.0441214 0.0366484 0.0258788 0.0696272 0.085529 0.0332035 0.0173883 0.0731462 0.0744235 0.101255 0.0440971
threshold=0.47938684470000009 0.47961138885000004 0.34479506600000004 0.47787491390000009 0.34515433670000012 0.34458549145000011 40.330620469300008 41.257948413050009 0.47736594710000008 37.500638522700008 37.140760352250005 35.771221912400001 0.41973294215000007 0.4413939702500001 41.16018805045001 0.47697673720000006 41.559097512700014 39.525197829750006 0.47396784530000008 0.32467590790000006 38.060777288450005 0.34524415440000006 0.47721625100000004 0.34584293880000011 0.45995628875000011 43.564719632750005 42.759119507950011 43.022303514600004 43.067541470150012 42.546237522150008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 -8 9 10 11 12 -1 -14 15 17 -16 20 19 -19 -11 25 23 -23 -25 26 29 -28 -29 -18
right_child=1 -3 -4 4 6 -7 7 -9 -10 14 -12 -13 13 -15 16 -17 21 18 -20 -21 -22 22 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.10075801132500715 0.0031898521985270303 -6.455791197692725e-06 0.022461264526159992 0.025289501222409208 0.017285525247868801 -0.076189981667754703 -0.020502167067505711 -0.0020892510276584726 0.0062596249730344118 -0.016362620733276639 0.098815338550174214 -0.10702780619396811 0.095983188428232502 -0.01176566366196905 0.020778958605446929 -0.079976469076291967 -0.0086940827312125511 0.01295859323590038 0.019121528994309245 -0.10467533322137934 0.01171260917504992 -0.10210511016241937 0.043088981465714542 -0.064633562325982996 0.05238852918582098 0.002094061097353626 -0.11368800702381146 0.04594933932333211 -0.10461812722234019 0.042245262876081546
leaf_weight=0.014332511830549954 1.0503691583871835 71.964442364641997 1.0718897618353365 0.38231932944381597 1.3604535707272587 0.49341268095759006 1.2533412808552387 2.0982294810237363 3.5422824856359503 0.68499990282407486 0.090917480454663746 0.048316571613838732 0.028134097946225012 0.034896559195530474 1.0600305898706208 0.24947442556731392 0.86758326951322329 0.044707481811148031 0.13363061116251629 0.1111698798819134 1.4473825640201452 0.15920446107816122 0.097979115322232246 0.036548494780738849 0.072034711737614998 3.6859397520828532 0.1243649848713021 0.11251028576742783 0.074066287307988254 0.21134074760171018
leaf_count=71 6 3407 35 12 17 35 14 53 54 22 11 57 16 39 31 11 99 21 21 91 42 65 8 97 20 184 22 7 52 13
internal_value=4.16651e-06 0.000363924 0.0129233 -0.00143502 -0.00617211 -0.031887 -0.00139299 -0.00897488 0.000611833 -0.00151884 0.0215078 -0.0344169 0.0109316 0.0363287 -0.00206256 -0.00850128 0.000582975 -0.00113876 -0.0293677 -0.0709365 0.00269381 -0.00335125 -0.029041 -0.0554322 0.0129996 -0.00150002 -0.0110316 -0.0537648 -0.0138222 0.00128397
internal_weight=92.6063 74.0867 2.12226 18.5196 5.58776 0.875732 4.71202 3.35157 12.9318 9.38956 0.216597 0.12568 0.0773632 0.0630307 9.17297 2.67136 6.5016 2.42189 0.289508 0.155877 2.13238 5.44157 0.365767 0.267788 0.108583 5.07581 1.38987 0.310942 0.186577 1.07892
internal_count=4633 3448 41 1185 131 47 84 67 1054 1000 194 183 126 55 806 208 598 197 133 112 64 567 190 182 117 377 193 81 59 112
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=0 2 1 0 2 2 0 1 0 1 0 0 1 0 1 1 2 1 1 0 0 1 1 2 1 1 1 2 0 0
split_gain=0.00503759 0.0372411 0.0468915 0.0308693 0.00808189 0.0498941 0.0219055 0.111951 0.0599887 0.0372815 0.0592411 0.0666249 0.0406412 0.106662 0.0634623 0.0386793 0.0312779 0.0319941 0.0450495 0.0301749 0.029214 0.0285654 0.0282221 0.0452026 0.0339131 0.0507167 0.0329397 0.0176774 0.0765997 0.048241
threshold=0.39672464895000009 48.823707093150006 0.31118828780000007 0.3733870243500001 43.895345911700005 43.930205408700004 0.47976108500000009 0.34524415440000006 0.47774018740000007 0.34566330350000002 0.48634771415000005 0.48654231910000006 0.39150025445000008 0.51017933595000009 0.39170982905000007 0.39670967935000007 44.202975721700007 0.42209814075000007 0.43593006200000012 0.56300709560000006 0.53634621715000008 0.39736834230000012 0.4172030777500001 48.96897326980001 0.41861022125000008 0.43643902880000007 0.44512140355000007 47.309807198350008 0.60134427115000011 0.61797550970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 8 -8 -7 -9 -11 -12 13 -13 -14 -16 17 -17 -19 -20 -15 -18 23 -23 -24 -26 -27 28 -28 -29
right_child=4 -3 -4 -5 5 6 7 9 -10 10 11 12 14 20 15 16 21 18 19 -21 -22 22 24 -25 25 26 27 29 -30 -31
leaf_value=0.022258012837817656 -0.00013841300799226369 -0.030456583638574904 0.015534137813864909 -0.10121139245618099 0.046467054658465956 0.0019539010833818041 -0.10490597999030782 0.10122590001760155 0.04822071971245892 -0.10470907490373536 0.1020707624324583 0.026406439443694418 0.099828003902299511 -0.10426380019294604 -0.10052124755841062 0.093033864039578418 0.094965903027463466 -0.10120870434775131 0.10127866625014324 -0.10032236342248731 -0.024977988091809428 -0.10118694972134382 0.089354161921971764 0.037627309838675571 -0.10160597692186471 0.069401366619593258 -0.10228417641220369 0.037891511980324311 0.028617836901373862 -0.031854596733299739
leaf_weight=0.030172896003916261 86.382192726143359 0.41940322751179338 0.68401270433644301 0.061567516814389434 0.26231681330500478 2.5374474545965318 0.10976023809780588 0.035170398652553447 0.31503255417010212 0.055152089102193602 0.0623081222984182 0.17561722217942577 0.068008514354005345 0.144863551783601 0.036822244682752969 0.073647029697894828 0.028561279671976081 0.027593772174668629 0.036645855754613876 0.0093106991112108517 0.06842351127488655 0.070571936837723115 0.040335619502002373 0.035138197430249818 0.050370523579829296 0.066202943307082762 0.082158880451061123 0.22136261875515117 0.098054213490286202 0.17965184130230227
leaf_count=16 3363 30 49 135 9 171 9 1 10 3 2 22 4 51 105 7 5 11 1 121 12 57 7 19 80 20 27 136 44 106
internal_value=1.02448e-06 -0.00644919 0.00653017 -0.060603 8.54858e-05 0.00404025 0.00163559 -0.00708394 0.00706368 -0.000639065 -0.00283592 0.000729925 -0.00344254 -0.0313077 0.00619506 0.000167351 0.00380364 0.0464432 -0.000208808 0.0604347 -0.0788285 -0.00339073 -0.00671976 -0.0550449 0.000200989 -0.00495241 0.0025673 -0.00504523 -0.0310602 0.00664571
internal_weight=92.4679 1.19516 0.775753 0.0917404 91.2727 4.89053 4.62821 1.77573 2.85248 1.66597 1.6308 1.57565 1.51334 0.388904 1.12444 1.05643 1.01961 0.147197 0.0735503 0.0459566 0.213287 0.872408 0.843847 0.10571 0.738137 0.697801 0.64743 0.581228 0.180213 0.401014
internal_count=4633 230 200 151 4403 1040 1031 850 181 841 840 837 835 85 750 746 641 140 133 122 63 501 496 76 420 413 333 313 71 242
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 0 2 2 0 2 2 2 0 1 1 0 0 0 1 2 1 1 1 0 0 1 1 2 2 2
split_gain=0.00551112 0.0417247 0.0672429 0.0622465 0.0335065 0.0134049 0.013061 0.0395922 0.116516 0.0405568 0.0156968 0.0358655 0.0522807 0.0668402 0.0604038 0.0974027 0.0976054 0.029539 0.0634358 0.0910315 0.0221045 0.049208 0.0371226 0.0343827 0.0341037 0.020101 0.0600983 0.0323487 0.0113303 0.0613845
threshold=49.292797572200008 0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 0.39672464895000009 47.927946529500012 48.96897326980001 0.45798030000000006 48.393869453650005 44.578137159850009 43.895345911700005 0.47787491390000009 0.34569324270000007 0.3459626957000001 0.48634771415000005 0.49194634890000005 0.52366695610000014 0.38512319990000005 44.026978245600006 0.4172030777500001 0.44618424600000006 0.34506451900000007 0.60134427115000011 0.6310290111500001 0.35394149875000008 0.3584174126500001 47.079243513300007 43.564719632750005 43.384297312450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 10 8 -8 -10 11 28 -13 -14 -15 -16 -17 -18 -19 -20 22 -22 -12 -23 -25 -24 -27 -28 29 -7
right_child=-2 5 -4 -5 -6 6 7 -9 9 -11 20 12 13 14 15 16 17 18 19 -21 21 23 25 24 -26 26 27 -29 -30 -31
leaf_value=-0.10046003255183189 -0.0058589824943095616 -0.01240928214048677 0.064605749630358561 -0.086235065996813687 0.085005605915410579 -0.00013485218575178245 0.10158864295365572 -0.028119669875679456 0.035656047293185465 -0.023370983623968136 -0.0046709887687906883 0.05203715145577234 -0.03837649980483835 0.10292315886317126 -0.10459085689367134 0.10156225740119842 -0.063977660692721122 0.1010885232468263 -0.086369239654890809 0.043611446651831615 0.066938655001202066 -0.056436247395722949 -0.10460289404489996 0.085501959035682987 -0.026783161968771466 0.10032492987001396 -0.10123352709484586 -0.021668922525721113 -0.0065803187849895863 0.033497426601157169
leaf_weight=0.012043255527671159 1.5781878156112572 0.86736552443180315 0.24373449353151955 0.07274241933328085 0.050955230610270519 83.192643872292052 0.14983406104147334 0.18424352871898009 0.19619260209583445 0.28621591978662764 0.53477510026641428 0.3184790432005673 0.25489486381411552 0.081121020019054413 0.064822964370250702 0.12574932351708412 0.061863025618805523 0.062628030776977539 0.095498348444380099 0.12363845155459785 0.1045877593867317 0.10839445313195029 0.053215241714497097 0.048588415778795024 0.061018684892133024 0.028243795037269592 0.088041666042727229 0.12178214996583847 2.6308418873613837 0.54624587373098066
leaf_count=132 314 63 12 45 13 3192 4 27 36 39 33 24 7 1 4 3 22 2 125 27 28 27 12 10 43 3 195 43 99 48
internal_value=-3.31858e-07 0.00010153 0.0331914 -0.0232158 0.0495506 -3.73864e-05 8.2481e-05 0.0126724 0.0245598 0.00063495 -3.34007e-05 0.000118959 0.0173708 0.00468368 0.0225212 0.0103118 0.0261803 -0.00140543 0.0123327 -0.0130333 -0.0116474 0.0105512 -0.0203164 -0.016501 0.0229924 -0.0490402 -0.0366203 -0.0550541 -0.000118475 8.4538e-05
internal_weight=92.3486 90.7704 0.379475 0.135741 0.0629985 90.3909 89.5236 0.816486 0.632243 0.482409 88.7071 87.5584 1.1887 0.870216 0.615321 0.5342 0.469377 0.343628 0.281765 0.219137 1.14865 0.322589 0.826058 0.218002 0.109607 0.291283 0.238068 0.209824 86.3697 83.7389
internal_count=4633 4319 202 190 145 4117 4054 106 79 75 3948 3554 215 191 184 183 179 176 154 152 394 108 286 80 53 253 241 238 3339 3240
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 0 2 1 2 0 0 0 0 2 1 1 0 1 2 2 1 2 2 1 0 2 2 2 2
split_gain=0.00509357 0.0241468 0.0235706 0.0291698 0.0288493 0.0124803 0.0488936 0.0446737 0.0418194 0.505383 0.0354607 0.0264987 0.120104 0.0255269 0.0235573 0.0228201 0.0649314 0.0195077 0.0343381 0.030818 0.0905287 0.0199871 0.0651549 0.0811525 0.0109967 0.181174 0.0739111 0.224302 0.124408 0.141344
threshold=0.47868327295000007 0.47905751325000007 0.47787491390000009 40.621691032550004 41.489621506400006 0.34530403280000005 0.47697673720000006 41.289992964000007 0.34518427590000006 41.444941515100005 0.47076434840000009 0.47757552170000012 0.47736594710000008 0.45995628875000011 50.189067467950004 0.34536391125000004 0.34569324270000007 0.47568935060000012 0.3447052483500001 40.300545846000013 42.055256506450007 0.34506451900000007 44.026978245600006 38.983591653800012 0.34545372890000009 0.47961138885000004 40.574766824850009 41.037275035300006 41.489621506400006 42.844429421150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 8 7 -7 11 -10 13 12 17 14 -9 -8 -17 18 -1 -20 -21 22 23 -19 26 -26 -3 -28 -29 -30
right_child=1 24 3 4 -6 6 15 10 9 -11 -12 -13 -14 -15 -16 16 -18 21 19 20 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.00048018166780873462 0.011748592083837437 0.015118831190286886 0.0015562169060929982 -0.030876441059656853 -0.0065137397130776657 -2.1625997617348276e-05 0.005167778360056885 -0.10193595502847358 -0.1553173013459748 0.077140664310936885 -0.10221795920761315 -0.012622247716452645 0.035436960473863376 0.06584370156664536 0.10024692800174273 0.055824017327034493 -0.008756381877810214 0.0013586932823269201 0.091330102770016686 -0.1088733064386694 0.051802456400309928 0.0028975320976121575 0.0079612201197620715 -0.063393117882809755 -0.07086859672697321 -7.1636143025928303e-05 -0.035599392603112373 0.024360355685708459 -0.020832994663245275 0.011658451939073548
leaf_weight=5.6500345487006127 1.8126842746269165 3.5022562262602213 1.5244622461032116 0.84268307298771095 1.1485012636912868 0.5219370011792045 0.59902404365129747 0.028503452415906239 0.17883426855587536 0.19606119407285405 0.089159027419441372 1.387818260118366 0.97159167379140932 0.028492648852989078 0.0072232489474117747 0.42269157222472131 0.24646720136479416 0.33660317957401298 0.07318305168256678 0.045294857790395326 0.1552764986990951 0.78097856556996692 0.59288036363523133 0.45543344870384317 0.36362311756602039 60.896351942017212 1.6320510506629924 2.3561124126426876 2.4645522216524114 2.9312939151932369
leaf_count=538 45 39 20 15 39 61 9 96 19 36 42 12 11 7 1 16 37 4 31 59 18 10 8 39 35 3241 17 34 55 39
internal_value=1.40575e-06 0.000345459 -0.00160356 -0.00885405 -0.0168242 0.000392923 0.0077713 -0.0139643 -0.000931899 -0.0337474 -0.0614103 0.000245466 0.00221628 -0.0047549 -0.0610585 0.0193456 0.0320375 -0.00177361 0.0011957 0.0357843 0.0155172 -0.00989477 -0.0171086 -0.0358746 6.66822e-05 -0.000491868 0.00272197 -0.00190472 0.00518915 -0.00318201
internal_weight=92.2421 75.9589 16.2831 3.51565 1.99118 12.7675 1.9435 0.675315 10.824 0.374895 0.153378 10.4491 9.06128 0.0642194 0.0357267 1.26818 0.669159 8.08968 5.92379 0.273754 0.200571 2.1659 1.38492 0.792037 74.1462 61.26 12.8863 9.38401 7.75196 5.39585
internal_count=4633 3505 1128 74 54 1054 269 207 785 55 146 730 718 104 97 62 53 707 646 108 77 61 51 43 3460 3276 184 145 128 94
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 0 1 2 2 1 1 2 0 0 0 2 2 2 1 0 1 1 0 0 0 2 0 2 2 1
split_gain=0.00525437 0.0762224 0.0621223 0.0225434 0.172088 0.148683 0.0970349 0.0682164 0.111759 0.600505 0.0604619 0.114061 0.563958 0.218935 0.0720926 0.0584 0.0454805 0.0346081 0.0446058 0.114257 0.0358393 0.0284127 0.0406719 0.22735 0.110514 0.0849653 0.191634 0.025399 0.0734426 0.100661
threshold=42.243697547450004 42.123054668150012 0.34503457980000002 0.34515433670000012 41.600558339100012 0.47736594710000008 0.34524415440000006 41.319407281650008 40.621691032550004 0.34479506600000004 0.34482500525000009 40.21994457600001 0.48185683060000012 0.47811442770000007 0.47604862130000009 40.165165956550005 38.983591653800012 37.995872310650007 0.34422622080000004 0.47076434840000009 0.34007963835000005 0.34530403280000005 0.48104847160000008 0.48032993025000009 0.48265022005000008 40.300545846000013 0.47905751325000007 42.027798546600003 41.965446242000006 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 -6 -5 8 10 -10 11 12 13 14 16 -12 17 18 19 20 -1 -8 23 25 -24 26 -23 28 29 -26
right_child=-2 2 -4 6 5 -7 21 -9 9 -11 15 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0068890254475398541 -0.0012398616625263802 0.077651052998548409 0.0079436632339392188 0.0177306489825271 -0.013102826178332442 -0.091677856931755689 -0.018461032721830119 0.015798686986972867 0.013666764703256999 -0.11879663376663807 0.00012998949055013939 -0.027162306219194854 0.11317342345624562 -0.05372753384279734 0.046468961720953952 0.032568555116321944 0.029341149753487585 -0.018454676770437231 -0.0090270571425269171 0.1020905046862069 -0.10719292132988001 0.0021107433065096662 -0.018511532486573438 0.051014593745063223 -0.05537096938441597 0.0057599280092027194 -0.091610316510867568 0.012993226309760228 -0.031455607682889734 0.0011907699467614073
leaf_weight=0.09690596968343157 24.875211025465816 0.22847524150476672 0.29027418143118666 3.2766681604625765 0.63326618286756431 0.38859741459600627 0.82234750760699071 2.1722341417975022 1.0862687617249287 0.49965479727779882 1.2157668636772565 1.5904044925991909 0.42651349119842041 0.82314718095585693 0.36505650356411923 1.0211468527595569 0.40260279169342528 1.1727789678677707 0.50929500965962937 0.14560989733581664 0.03846939820501849 0.71954460405527843 3.2583177050996701 1.019946458553022 0.3172762468457212 4.1355210141430234 0.3131089024245739 1.5965047439626676 0.72276101624720368 37.907128733380787
leaf_count=124 1990 11 40 40 41 15 24 37 41 70 38 29 4 16 6 21 22 25 13 8 5 60 32 18 7 90 10 35 37 1724
internal_value=1.75138e-06 0.000461385 0.0386452 0.000164313 -0.00364725 -0.0429836 0.00105135 -0.000171819 -0.00386493 -0.0280666 0.00105099 -0.0045253 0.00451957 -0.00852041 0.00510681 0.0149381 -0.00127598 -0.00755523 0.00861959 0.0406047 -0.0255295 -2.42259e-05 0.000279063 0.00786785 -0.000793042 -0.000647217 -0.0263062 0.000630916 0.000124165 0.000721287
internal_weight=92.0708 67.1956 0.518749 66.6768 12.5877 1.02186 54.0891 11.5659 9.39362 1.58592 7.8077 5.57078 3.98038 3.55387 2.73072 2.23691 2.36566 1.96306 0.79028 0.280985 0.135375 50.8125 49.9901 6.18812 43.802 5.16817 1.03265 40.5437 38.9472 38.2244
internal_count=4633 2643 51 2592 515 56 2077 459 422 111 311 252 223 219 203 59 197 175 150 137 129 2037 2013 178 1835 160 70 1803 1768 1731
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 1 1 1 1 0 1 0 2 1 2 0 2 2 1 1 0 2 1 0 2 1 1 0 1 2
split_gain=0.00558998 0.020019 0.0265697 0.0324879 0.0186415 0.0116022 0.0403507 0.0416003 0.0416369 0.0150803 0.180455 0.0907694 0.0851754 0.17533 0.147113 0.0893419 0.137723 0.107031 0.0872881 0.0813586 0.0766052 0.0628809 0.0568159 0.0399859 0.0611178 0.0560342 0.0265355 0.113986 0.107337 0.313705
threshold=0.47868327295000007 0.47787491390000009 40.621691032550004 0.3453339720000001 0.47905751325000007 0.34458549145000011 0.3447052483500001 0.3447651268000001 0.34491482290000003 0.48458129995000004 0.34587287805000005 0.48847339900000003 39.571921479100006 0.34515433670000012 40.330620469300008 0.48119816770000007 42.546237522150008 42.154118731400011 0.34584293880000011 0.34560342505000002 0.48265022005000008 41.362929270750008 0.34614233110000009 0.48847339900000003 41.741384785950011 0.34708541665000009 0.34900152690000003 0.49688632075000011 0.35585760905000008 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 -6 -7 -8 -9 12 11 -11 -10 -14 -15 17 21 19 -18 -16 -20 -17 -12 24 -24 -25 -27 -28 29 -29
right_child=4 2 3 -5 5 6 7 8 9 10 22 -13 13 14 15 16 18 -19 20 -21 -22 -23 23 25 -26 26 27 28 -30 -31
leaf_value=0.00017055268757777675 0.010452182416504578 0.0015781255732503778 -0.031815578672699185 -0.0056618465455828097 -0.0078292952843160464 0.019957899319658991 -0.021924404580196684 0.015506511541477886 0.023150256995271814 0.058118828097179921 -0.028159062827790529 0.01105923485930318 -0.041857042466741747 -0.031413425234663103 0.0108081825957818 -0.00092346477892875194 0.0041887188331048014 -0.0043805074758046913 0.020219794873942674 0.043407700417111311 0.093414710055258324 -0.019174002179952819 0.03677740458437042 -0.018970033768383625 -0.0018522746710224567 0.0092771510968244677 -0.029961440628568061 0.10092189307929332 -0.00021038346914309627 -0.027821344416381334
leaf_weight=12.627194226176359 1.7882426174114687 1.5218577103223645 0.78431381003974809 1.20416180180473 1.7918190373729874 1.03102556336671 0.85257610864937206 1.7552749235182989 1.2106519839580894 0.78039764426648506 0.72071797214448352 0.86324682366102934 1.1593175663147146 1.5051452718889802 2.034590794704854 3.6493717361729505 0.99260465451516189 2.51443162913165 0.31857781487633474 1.2274020053446291 0.25942391762509942 3.9110819413326681 0.73973035724117042 1.5727876052260388 0.91763709256838411 3.0254101036116472 1.2664616578449415 0.38602268647809879 39.072362672490627 0.37132610287517309
leaf_count=1054 45 20 21 33 20 17 6 17 21 19 4 21 21 17 25 34 23 57 5 31 60 30 22 17 25 27 57 28 2842 14
internal_value=3.29579e-06 -0.0016865 -0.00836658 -0.0159777 0.000363437 0.000119406 0.000316843 3.20528e-05 0.000298508 -9.11959e-05 0.000820802 0.033403 -0.00250518 -0.00427276 -0.00161797 0.00139035 -0.00476701 0.0111236 0.0221783 0.0230745 0.0530718 -0.0103646 -0.000293216 0.000130917 0.0153893 -0.000422514 0.000238644 -0.000426751 0.00051236 0.0377994
internal_weight=91.8552 16.1375 3.51033 1.98848 75.7176 73.9294 72.1376 71.1066 70.254 68.4987 49.7161 1.64364 18.7826 17.5719 16.4126 14.9075 9.13106 5.77642 1.57061 3.26199 0.578002 7.56045 48.0725 47.3517 1.65737 45.6944 44.1216 41.0962 39.8297 0.757349
internal_count=4633 1128 74 54 3505 3460 3440 3423 3417 3400 3076 40 324 303 282 265 152 113 88 56 65 64 3036 3032 47 2985 2968 2941 2884 42
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 1 1 2 2 1 2 2 1 1 1 0 1 2 0 0 1 0 0 0 1 0 1 2 2 0
split_gain=0.00646236 0.0220593 0.0156945 0.0153337 0.0107778 0.011736 0.0101382 0.00894258 0.0189049 0.00636678 0.00525884 0.0345145 0.0735338 0.179506 0.115789 0.091772 0.0955987 0.0522293 0.125297 0.219662 0.23105 0.0750569 0.0627116 0.0489178 0.0864289 0.204998 0.107172 0.0458719 0.0400914 0.0391832
threshold=34.823977857500005 32.724174661450007 0.49405706415000006 0.38906020780000011 30.518512326550006 0.38045268105000002 0.38723391515000005 33.361153777850006 34.214889417600013 0.40206880030000008 42.243697547450004 41.741384785950011 0.3459626957000001 0.34569324270000007 0.3475943834000001 0.47943175355000006 0.34515433670000012 41.444941515100005 0.48119816770000007 0.49194634890000005 0.37043801085000005 0.54413041525000005 0.54450465555000005 0.53866650695000018 0.42473279245000012 0.5619592227500001 0.44618424600000006 42.055256506450007 41.976795488650005 0.47820424540000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -8 -9 -5 11 17 13 15 -14 16 -13 -2 29 -20 -21 -22 -23 27 -25 -26 -27 28 -16 -19
right_child=10 2 6 9 -6 -7 7 8 -10 -11 -12 12 14 -15 23 -17 -18 18 19 20 21 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.10017872970996565 0.00027422831080531275 -0.034461726393490343 0.090276393090517312 0.10035364415236213 -0.078347218107189309 0.10009359607257134 0.060147066718382304 -0.10143042536337557 0.038982891914813321 -0.1000495475292279 -0.0012750683208892898 -0.0034247605763448419 -0.015808201730534207 0.04156917582511889 0.028331114647164868 -0.021907338274580111 0.057533126182831698 -0.0065833699015016194 -0.06282581388197582 0.10231915791882468 -0.10312505854339077 0.10109258142366595 -0.04263034161192919 -0.02590347001065026 0.089467760127779614 -0.10255887290376216 0.042588295202856202 0.01572135893757088 0.094851390269227398 0.023788522609483456
leaf_weight=0.004612180149193513 54.627379273701244 0.026847202514746815 0.041828084395092446 0.010323064401745796 0.042617186993441969 0.008003640454262495 0.05291987743456894 0.013190708833063836 0.035113879817352256 0.0018729177347687207 24.839038294025656 0.71602298313558665 2.6923754196614027 1.6495497534051535 0.19824887130744195 1.1332825149875132 0.40155229228548706 1.1942609947425382 0.94315932318568207 0.19954889919608831 0.11165472716129443 0.046914190519601107 0.086036033108403132 0.58927723130909704 0.26709742564707994 0.12316715653287247 0.086663740494657304 0.77286288185132435 0.16686161991674453 0.65925592556595791
leaf_count=52 1798 36 13 1 38 3 26 36 34 147 1990 45 18 11 34 21 22 37 23 7 22 13 51 20 9 11 54 27 10 24
internal_value=9.63173e-06 0.0164897 0.0356961 -0.0319046 -0.0543129 0.0268766 0.0488629 0.03175 0.000639719 0.069578 -3.31115e-05 0.000429634 0.0062655 0.0165094 -0.00189444 -0.00185567 0.0184778 -0.000457517 -0.0127918 -0.0355194 0.0224657 -0.0426789 0.00808522 0.015101 -0.000289569 0.0313581 -0.0426106 0.029521 0.058732 0.00421926
internal_weight=91.7415 0.237329 0.1699 0.067429 0.055233 0.0126158 0.143053 0.101224 0.0483046 0.012196 91.5042 66.6652 8.79696 3.90041 4.89655 2.25086 1.11758 57.8682 3.24083 1.38731 0.444154 0.244605 0.13295 2.20418 1.06621 0.476928 0.209831 1.13797 0.36511 1.85352
internal_count=4633 386 145 241 93 55 109 96 70 148 4247 2257 282 99 183 88 67 1975 177 116 93 86 64 165 94 74 65 71 44 61
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 2 0 1 1 1 0 1 1 2 2 1 1 1 1 1 1 1 0 0 1 2 2 2 2
split_gain=0.00588514 0.0354323 0.0653 0.017692 0.0567388 0.0753685 0.0153152 0.0813931 0.0352537 0.0241353 0.0185683 0.035769 0.0107726 0.0375903 0.0306448 0.0390603 0.0186563 0.0114889 0.0493794 0.0113381 0.0181997 0.0227895 0.0127423 0.077583 0.0311731 0.0275421 0.0234649 0.0371556 0.0517498 0.0581019
threshold=0.47938684470000009 0.47961138885000004 0.34458549145000011 0.47847369840000004 0.34548366815000003 0.34515433670000012 37.765550062200006 0.47396784530000008 0.34007963835000005 0.33400197600000009 0.32012514595000008 0.41973294215000007 0.34569324270000007 0.34614233110000009 42.283941020600004 48.109449608500007 0.3465914194000001 0.35799826355000003 0.36166581840000006 0.34560342505000002 0.34545372890000009 0.3453339720000001 0.34458549145000011 0.47736594710000008 0.47568935060000012 0.34491482290000003 41.873095646600007 45.044778924400006 42.686561923500008 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=3 2 -2 6 5 -5 7 8 9 10 11 -1 19 -14 16 17 -15 -16 -19 20 21 22 23 24 -8 -24 -27 28 -28 -30
right_child=1 -3 -4 4 -6 -7 12 -9 -10 -11 -12 -13 13 14 15 -17 -18 18 -20 -21 -22 -23 25 -25 -26 26 27 -29 29 -31
leaf_value=-0.10062062276410835 -0.0058981064014795243 3.46889229303578e-05 0.029569341991494781 -0.063505357862113296 0.0029161274067485664 -0.0037353286148401098 0.00078562912101620198 0.096573000639569362 -0.1059417583020475 0.081631317541904724 -0.08503086093444627 0.10042426757219414 -0.060003591951596928 0.10052862826204612 -0.10071136296427918 0.044405205266720787 0.011977079240133352 0.087110814024829591 -0.10176236596407791 0.013072407968970254 -0.016660181605247713 0.015307681792088929 -0.016169439196905399 0.043594192711823014 -0.032387153146768655 0.0019423596196989788 -0.10239849398214512 0.0011049965018049529 0.032012553278026282 -0.065795341600351179
leaf_weight=0.014612643522622926 0.96173866093158666 71.36231050214748 1.1278818128630517 0.37773207295595002 1.324395391740836 0.47787298089679098 5.4613739422349248 0.094181392967584543 0.038166094866189049 0.03023650652357901 0.029664457710462111 0.022438511485233903 0.1345289392052117 0.041180896572768688 0.040518585193517254 0.056459911167621613 0.056345711165533885 0.022019019791969185 0.037275151979081045 0.59986505960841974 0.70249335961352777 0.8913017375447233 1.4964594153425421 0.41978430154267687 0.29877741381642398 4.623751808758243 0.099345864495262393 0.50366353988647461 0.12187420291502349 0.1210704537879792
leaf_count=52 4 3407 37 32 29 13 396 10 75 17 49 3 35 3 15 3 40 69 24 16 24 26 52 9 10 114 27 2 26 14
internal_value=1.21951e-05 0.000410524 0.0132456 -0.00160094 -0.0100509 -0.0301226 -0.000446559 0.0252111 -0.0245303 0.00751803 -0.0260712 0.021134 -0.000820621 -0.0172694 0.00538234 -0.0220684 0.0493682 -0.0596697 -0.0316239 -0.000404218 -0.000952672 -0.000166599 -0.00121575 0.0020897 -0.000935034 -0.00414814 -0.000859223 -0.0161719 -0.041594 -0.0167296
internal_weight=91.5893 73.4519 2.08962 18.1374 2.18 0.855605 15.9574 0.2293 0.135118 0.0969521 0.0667156 0.0370512 15.7281 0.388328 0.253799 0.156273 0.0975266 0.0998128 0.0592942 15.3398 14.7399 14.0374 13.1461 6.17994 5.76015 6.96617 5.46971 0.845954 0.342291 0.242945
internal_count=4633 3448 41 1185 74 45 1111 206 196 121 104 55 905 189 154 111 43 108 93 716 700 676 650 415 406 235 183 69 67 40
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=2 1 0 0 2 1 1 0 2 1 1 2 2 1 1 1 2 2 0 2 2 1 2 0 2 0 0 0 1 2
split_gain=0.00535116 0.0198032 0.0275699 0.0158383 0.0125131 0.0142607 0.0111674 0.00858668 0.00897699 0.0260165 0.00976333 0.00538702 0.0897989 0.0183704 0.095947 0.0937577 0.0430628 0.04732 0.0343286 0.0172307 0.0336603 0.0318029 0.147889 0.0699131 0.0718476 0.0470119 0.111984 0.0878462 0.0634923 0.102239
threshold=34.823977857500005 0.38906020780000011 0.51484985480000012 0.5116313883000001 34.515670600900002 0.34007963835000005 0.39346127360000005 0.5380527529500001 34.214889417600013 0.43121463430000007 0.43643902880000007 39.788107623550012 39.683197198900011 0.3459626957000001 0.35799826355000003 0.34494476210000008 39.032633164100012 38.171717059500004 0.47396784530000008 39.525197829750006 39.476991512000005 0.44720217960000008 39.354247760400007 0.55131582885000008 35.887362732750006 0.54413041525000005 0.54088200950000009 0.53938504835000012 0.39078171310000004 39.065416244600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3 -8 9 -9 -11 12 13 15 -15 16 17 18 -2 20 21 23 -23 25 -25 26 27 28 29 -16
right_child=11 6 -4 -5 -6 -7 7 8 -10 10 -12 -13 -14 14 19 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.043945981799351205 0.0090167969026095866 0.1005799788469357 -0.070813351286611856 0.10017957471264248 0.095052340220256118 -0.067697695816465675 -0.10022939495947472 -0.10124277025952222 0.082245698002435086 0.096198474553216923 -0.10023066782576645 0.00040242369719784119 -0.035985734452792011 -0.050100887865312277 -0.0029203741976838275 0.034764015690308799 -0.019171142121051383 0.031352493262626305 -0.018762460022988734 0.012630934381407756 -0.028474562758403987 0.0025466411944245794 0.10115669815210174 -0.0094662634502047267 -0.075632700690347082 0.017610459724430708 -0.036152655576659441 0.028335616134526571 -0.01814274995751098 0.031612995636167845
leaf_weight=0.018992375376270326 1.1020954595655927 0.029629823751747608 0.047541340114548802 0.02090091910213232 0.010985964428982697 0.028776775745143562 0.0049212499579880378 0.014140308309663396 0.025779466520361893 0.019971825485299632 0.0028974851913969859 69.515782260596325 0.72570460151882699 0.39981996978611078 6.2795798194210786 0.87846967601643644 1.0120012548286466 0.54425186817684323 0.7459442801773547 0.93932290110235506 0.4433471336160445 1.5218635559148399 0.16897397151842586 0.47464873536955643 0.25083859086606708 1.2972177254559945 0.90863264928339127 1.019322658263264 2.0469533160476772 0.99286535172723223
leaf_count=75 91 2 10 4 3 53 7 19 30 11 172 3266 34 33 145 26 21 22 10 30 28 246 7 4 89 26 14 14 118 23
internal_value=1.06003e-05 0.0154292 -0.0105502 0.0254168 -0.00117847 -0.0233097 0.0493774 0.0269713 0.036941 0.00538342 0.0713114 -2.73328e-05 -0.00140077 -0.000207094 -0.00170202 0.00563729 -0.00187879 0.00543632 -0.00219605 -0.000518016 -0.00131982 -0.000515119 0.0124012 -0.00216089 -0.0323434 -0.00041535 -0.00249436 0.000463742 -0.00258478 0.00179427
internal_weight=91.4922 0.224538 0.127197 0.079656 0.0587551 0.0477692 0.0973402 0.0677103 0.0627891 0.0370096 0.0228693 91.2676 21.7519 21.0261 16.7434 4.28276 3.40429 2.39229 1.84804 16.3436 15.4042 14.9609 1.69084 13.2701 0.725487 12.5446 11.2474 10.3387 9.3194 7.27245
internal_count=4633 386 145 135 131 128 241 239 232 202 183 4247 981 947 777 170 144 123 101 744 714 686 253 433 93 340 314 300 286 168
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 1 2 0 2 2 0 1 2 2 2 2 0 1 0 2 1 2 2 2 0 0 0 2 2 1
split_gain=0.00533856 0.0274953 0.0527086 0.0156435 0.0358592 0.0410895 0.029112 0.00984291 0.0247148 0.0951632 0.00985364 0.012875 0.0501212 0.0255235 0.016736 0.0605505 0.0172799 0.0118824 0.00878571 0.0507856 0.0396061 0.0780361 0.0277863 0.0259022 0.0183076 0.0256916 0.00853442 0.0764434 0.121359 0.0323377
threshold=0.47938684470000009 0.47961138885000004 0.34458549145000011 0.47787491390000009 40.518963363600001 0.34566330350000002 41.641174900500005 0.47721625100000004 41.362929270750008 41.873095646600007 0.47709649410000005 0.31060447290000009 49.247968080500009 48.823707093150006 49.064150740050003 48.823707093150006 0.39614083410000006 0.30560462260000004 0.47673722340000008 41.741384785950011 0.3447651268000001 42.206017975500011 43.968221017800005 44.026978245600006 0.47396784530000008 0.47076434840000009 0.48077901860000011 40.165165956550005 41.16018805045001 0.3447052483500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 6 -6 10 -9 -10 11 12 13 17 15 16 -13 -1 20 -20 24 -22 -23 -24 25 -18 27 -3 -29 -28
right_child=1 26 -4 4 5 -7 -8 8 9 -11 -12 14 -14 -15 -16 -17 18 -19 19 -21 21 22 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.10028208850229492 -0.0053277339051500195 -0.027962420972319338 0.026649890928554562 0.0014083365731479688 -0.035095098720711281 0.0066293379733559548 -0.0098779855038875989 -0.0017690982762905167 0.046331919267121567 -0.0037203851028277954 -0.012771580411102469 0.034046899909448335 -0.10094958686804911 0.10030476121546837 0.0092611327243618934 -0.039038135307540231 0.0010294511303162196 0.007647713275860381 -0.018213707487193496 0.039641490846364751 -0.0029210882467348861 -0.10282344206075369 0.037579965094756751 -0.072417522345590679 0.011358428009771096 -0.028522364276266844 0.014349587651830529 0.029594800268477984 -0.0155908876993038 -3.4088546756761966e-05
leaf_weight=0.013507929936158791 0.96531064063310568 1.0060510471885202 1.1060664523392914 2.9753038999624541 0.9203662672225621 0.65517227534292022 0.91090308957882371 2.6120671269018194 0.58459708932787169 1.0846162794623522 0.72077833072398778 0.14850195143145928 0.058792811658349819 0.026713840663433075 1.553981319134891 0.41910594329237927 2.1944325885610287 0.041660381754596187 0.30268463771790255 0.30421753934206208 0.57166767737158908 0.12911881890951538 0.034512992948293686 0.056377809729838191 1.3871392807268419 0.33973160409368564 1.6007958425107052 1.0866368138231339 1.312102626514388 66.266496191770301
leaf_count=137 4 17 37 38 32 27 34 21 9 44 17 46 14 3 22 16 234 41 9 34 193 97 2 71 33 11 26 15 41 3308
internal_value=1.10443e-05 0.000390162 0.0117476 -0.00152979 -0.00599893 -0.0148626 -0.0225517 0.000409893 0.00430463 0.0138091 -0.00159837 -0.000536214 -0.0305071 0.0200719 3.03607e-05 -0.00240607 0.000401474 -0.0187788 -0.000537722 0.010787 -0.00199603 -0.0223981 -0.0730067 -0.0306494 0.00212298 -0.00293228 6.00819e-05 -0.00482546 0.00487838 0.000305181
internal_weight=91.3894 73.3435 2.07138 18.046 5.46175 2.48644 1.83127 12.5842 4.28128 1.66921 8.30293 7.58215 0.140675 0.0818822 7.44147 5.88749 5.46838 0.0551683 5.31988 0.606902 4.71298 0.791677 0.22001 0.0908908 3.9213 2.53416 71.2721 3.40479 2.39874 67.8673
internal_count=4633 3448 41 1185 131 93 66 1054 74 53 980 963 195 181 768 746 730 178 684 43 641 363 170 73 278 245 3407 73 56 3334
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 2 0 2 0 0 1 1 2 0 1 1 1 2 2 0 1 1 0 0 0 2 0 0 1
split_gain=0.00558376 0.011541 0.0463844 0.0372179 0.0806617 0.0270115 0.0244206 0.111155 0.0202188 0.0967404 0.150007 0.122867 0.0375269 0.0251232 0.26708 0.151823 0.077438 0.0336607 0.0312594 0.0175419 0.0430191 0.0995954 0.0973719 0.016263 0.0168494 0.118955 0.0522679 0.0414053 0.0636472 0.0281471
threshold=49.292797572200008 43.813842866750008 49.064150740050003 0.31118828780000007 0.39614083410000006 43.663128814500006 43.477771593600004 0.48654231910000006 43.084051236300006 0.49067393190000008 0.51809826055000008 0.44844465735000011 0.34554354660000003 42.844429421150004 0.48389269780000005 0.36994401365000007 0.34518427590000006 0.41917906650000009 42.759119507950011 44.202975721700007 0.47787491390000009 0.34569324270000007 0.38512319990000005 0.39614083410000006 0.47774018740000007 0.47820424540000012 44.908704241950012 0.48001556840000009 0.48149755995000004 0.37820723930000005
decision_type=2 2 2 2 2 2 2 2 2 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 6 8 -8 13 12 -11 -12 -10 18 16 -16 -15 -17 -1 20 -5 -22 -23 -21 -25 -26 27 -27 -29 -28
right_child=-2 2 -4 19 -6 -7 7 -9 9 10 11 -13 -14 14 15 17 -18 -19 -20 23 21 22 -24 24 25 26 29 28 -30 -31
leaf_value=0.00018612716859285811 -0.0058914599575357962 0.051193825022920685 0.045197750220527848 0.057636330758048998 -0.10185514644550092 -0.016103036925293239 0.074707069310197716 -0.014274639456385929 -0.010563383118818133 0.047144643084521813 -0.069416686901069211 0.011313159829173752 -0.036182057930829188 0.070248437434482558 -0.077541762578816786 -0.0080849221752394753 0.019437509417215358 0.075565120885630541 -0.018559773338368259 0.031582636531285423 -0.054797782240773252 0.059947479457429287 0.0018981177925633743 -0.0094013959902666984 0.10173031886345972 -0.10970366359471578 0.043345797053102819 0.10116324196420334 -0.066834184246206269 -0.0023990579115182728
leaf_weight=75.342039852995242 1.5754898608858372 0.053833218106467906 0.26730022214996996 0.18091970150089798 0.095566736978071276 1.0513290314585919 0.22952311690769889 0.36149105489494104 2.049241484413669 0.71218766114907317 0.27925459292600863 0.58024574602063694 0.79306167928105331 0.44436632780076724 0.41736463643610466 0.10724569278863783 0.92288009148792938 0.087233741092326511 0.90017290678471695 0.14618611708283458 0.2316263411194085 0.37555496301501978 1.2532073292754828 1.5994150009105399 0.1177917793393134 0.075627742335200088 0.16249820658413228 0.033414315432310104 0.069368267115770266 0.78089808140225614
leaf_count=3018 314 49 31 13 29 32 28 36 65 22 31 30 31 25 22 16 43 28 34 4 9 18 175 135 3 2 36 1 56 297
internal_value=1.0218e-05 0.000113851 0.00457661 0.00247881 -0.0467071 -0.000174384 2.68296e-05 0.0202818 -0.000118036 -0.00670282 0.0132057 -0.0149162 -0.0177115 0.000253541 0.011377 -0.0435379 0.0359515 0.0294363 -3.5201e-05 0.00394073 0.0110847 0.00655761 0.015283 -0.000944363 -0.00261924 0.00613157 -0.00390648 -0.0535424 -0.0122187 0.00548041
internal_weight=91.2963 89.7208 5.44321 5.17591 0.1494 84.2776 83.2263 0.591014 82.6353 4.41399 1.57169 0.8595 2.8423 78.2213 1.97909 0.611844 1.36725 0.194479 76.2422 5.02651 2.04131 1.86039 1.62876 2.9852 2.83901 1.2396 1.12181 0.17841 0.102783 0.943396
internal_count=4633 4319 858 827 78 3461 3429 64 3365 179 83 61 96 3186 134 66 68 44 3052 749 215 202 193 534 530 395 392 59 57 333
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 2 0 1 1 1 0 1 1 2 2 2 1 1 2 2 1 2 2 2 0 0 2 2 2
split_gain=0.00534362 0.0257634 0.047992 0.0141694 0.0459575 0.106272 0.0132334 0.0753511 0.0308762 0.0211656 0.0159346 0.0323774 0.0086412 0.0331146 0.0255881 0.0365875 0.0130879 0.0105282 0.0445743 0.00923175 0.0437405 0.0377213 0.0280891 0.0537193 0.027278 0.0220674 0.0505193 0.0250323 0.15022 0.0907299
threshold=0.47938684470000009 0.47961138885000004 0.34458549145000011 0.47847369840000004 40.518963363600001 41.835830569250014 37.765550062200006 0.47396784530000008 0.34007963835000005 0.33400197600000009 0.32012514595000008 0.41973294215000007 0.34569324270000007 0.34614233110000009 42.283941020600004 48.109449608500007 41.935569238650011 0.35799826355000003 0.36166581840000006 41.16018805045001 41.32819714970001 0.34521421515000011 41.362929270750008 41.404176814550006 41.489621506400006 0.47736594710000008 0.47568935060000012 38.110427674550003 38.983591653800012 39.955516828000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 7 8 9 10 11 -1 19 -14 16 17 -15 -16 -19 21 -21 25 -22 -24 -25 26 27 -8 -29 -30
right_child=1 -3 -4 4 5 -7 12 -9 -10 -11 -12 -13 13 14 15 -17 -18 18 -20 20 22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.10056578208118937 -0.0047960534532706899 7.0514913895160892e-05 0.025774988395753248 0.00024011761625756866 -0.075201813961902592 0.0071491373406813068 0.005844151685509817 0.095813120624155687 -0.10543207916863409 0.077487057042308974 -0.083228784007092341 0.10038121378271905 -0.056996420103101346 0.0084854841912402734 -0.10064261943751709 0.044467939618108299 0.083517386314315642 0.086031752485354315 -0.10163222155622878 0.015246665079159597 -0.021110390160684681 -0.024760919408174733 0.048641627748368409 -0.02562125333668069 5.8302597488959037e-05 0.0070290491689784717 -0.042339519800644251 -0.10751752148061462 0.030698679534575442 -0.076902456196634883
leaf_weight=0.013447055983572237 0.96865727007389013 71.152822739138429 1.0928642209619281 1.5229287289548659 0.29802129398740351 0.3304739680493185 1.5128135266495499 0.086862287862459198 0.034859556908834216 0.028046524053934263 0.027863021862214898 0.019860920729115605 0.12816905185309213 0.045318347504249346 0.036547544573505064 0.054569536820054054 0.04773501172894612 0.020272548648563316 0.03369127468230726 1.8407897672856268 0.6915455898270001 0.74074614749906675 0.21998392790555943 0.44096691345544048 6.6783196594768048 2.1262944205664098 0.34533239156007756 0.14412538608905823 0.38506974234041991 0.09838619495539902
leaf_count=52 4 3407 37 22 26 26 17 10 75 17 49 3 35 35 15 3 8 69 24 19 4 30 4 7 478 17 9 14 18 99
internal_value=1.07035e-05 0.000389817 0.0114104 -0.00153536 -0.00914904 -0.0319002 -0.00049874 0.0243806 -0.025627 0.00555481 -0.0274257 0.0192551 -0.000835353 -0.016013 0.0060452 -0.0202072 0.0469758 -0.0592 -0.0311326 -0.000470175 0.00134312 -0.00381426 -0.0018438 -2.83932e-05 -0.00153228 -0.000449972 -0.00684754 -0.00112124 -0.0179116 0.0088012
internal_weight=91.1674 73.2143 2.06152 17.953 2.15142 0.628495 15.8016 0.210939 0.124077 0.0892175 0.061171 0.033308 15.5907 0.366303 0.238134 0.145081 0.0930534 0.0905114 0.0539638 15.2244 9.87161 5.35277 8.03082 7.33927 7.11929 4.61202 2.48573 2.14039 0.627581 0.483456
internal_count=4633 3448 41 1185 74 52 1111 206 196 121 104 55 905 189 154 111 43 108 93 716 512 204 493 489 485 174 157 148 131 117
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 2 2 1 0 0 1 1 1 0 0 2 0 2 0 2 0 1 1 1 1 2 2 2 2 1
split_gain=0.00494964 0.0420074 0.0414861 0.0332302 0.0494376 0.0410976 0.133712 0.11416 0.0895875 0.146694 0.0354419 0.122161 0.0560746 0.0418802 0.0523235 0.0492988 0.0349188 0.0328557 0.026074 0.0244962 0.0248191 0.023335 0.0669136 0.0212271 0.114084 0.0140804 0.128541 0.0475525 0.144466 0.0994099
threshold=0.53998383280000006 0.41917906650000009 37.765550062200006 0.42111014640000005 40.767054867700004 38.911218973650008 38.621016321050007 0.42307116555000007 0.54504356155000011 0.54585192060000021 0.42307116555000007 0.42663393310000008 0.4289991317500001 0.55877069550000014 0.56300709560000006 37.688226470200007 0.5541600551000001 39.065416244600009 0.55619592225000014 37.572218886150004 0.56748300950000019 0.41808628485000005 0.41625999220000004 0.4172030777500001 0.40206880030000008 39.476991512000005 40.00488309970001 40.371455563000005 40.574766824850009 0.44765126795000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 -2 4 -3 6 10 -7 -9 -10 -5 -12 -13 -14 -15 19 -11 -18 -19 20 -16 22 -1 24 -4 -20 -27 29 -29 -28
right_child=1 3 23 5 -6 7 -8 8 9 16 11 12 13 14 15 -17 17 18 25 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.00016916122877177854 0.0042588721436362534 -0.0020776393415905844 -0.013021915826073496 0.021395032267867091 0.030121563133999413 -0.046185218804306739 0.084032923832750461 0.047457829036462423 -0.10622723943651922 -0.026306787681467842 -0.11102881916600604 0.092857418191196653 -0.078600303199806848 0.082785263458836592 -0.10344844629709576 -0.10130517814295226 -0.054991838034696532 0.041352000507167044 0.012361053587983244 0.0093061040697284738 0.010608857974421987 -0.013224522961160792 0.022421198592117331 -0.01152600557996793 -0.10606374135600941 -0.10473587359232746 0.10185104076266192 -0.11848355760637559 0.0011297332482477138 -0.025008923919112913
leaf_weight=71.836415807326375 1.2711752327403751 0.9919275819578377 0.69566220394017397 0.60863867821171957 0.9182508358881023 0.5904726542357811 0.23019193756681477 0.36938760933116821 0.13511361740529526 0.51515338509108222 0.10540509427949019 0.064268196318607806 0.069172324445574418 0.07357932771628839 0.041553463973627969 0.050265652385530046 0.10470305890402176 0.15998131775995705 0.88056924583929674 0.53462576465824441 0.03527303132322307 1.2439227341360624 1.3772804679756507 1.794260289869271 0.16258512839176831 0.1175298071771812 0.13467543572187413 0.10278327507442231 5.7348323301849184 0.11410682933600569
leaf_count=2634 36 28 69 4 30 25 16 15 5 30 7 7 39 8 17 65 28 14 38 10 317 136 12 21 51 60 3 15 845 48
internal_value=8.83571e-06 -0.00155228 -0.0105947 0.00124525 0.013401 -0.000910251 0.0128206 -0.00368877 -0.000690381 -0.0029137 0.00246377 -0.00936436 0.00297072 -0.00421023 0.00278794 -0.00610732 -0.00113872 0.000625479 0.00142931 0.00171861 -0.0510818 0.000357008 0.000587762 -0.017713 -0.0306476 0.000527775 -0.00115181 0.000848424 -0.000976306 0.0436653
internal_weight=91.0638 16.6061 3.92368 12.6825 1.91018 10.7723 1.81297 8.95931 8.36884 7.99945 1.58278 0.974143 0.868738 0.80447 0.735297 0.661718 7.86433 7.34918 7.24448 0.611452 0.0768265 74.4576 73.2137 2.65251 0.858247 7.0845 6.20393 6.0864 5.83762 0.248782
internal_count=4633 1851 177 1674 58 1616 490 1126 1101 1086 474 470 463 456 417 409 1081 1051 1023 344 334 2782 2646 141 120 1009 971 911 860 51
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 1 1 1 2 2 2 1 1 2 0 2 2 0 0 0 2 1 0 0 0 2 0 2 1 1
split_gain=0.00498151 0.0651311 0.0545948 0.0157942 0.130948 0.0855073 0.0719702 0.0580624 0.0555217 0.105649 0.535446 0.37464 0.384504 0.562285 0.120027 0.0370548 0.0310154 0.0875782 0.186521 0.0556756 0.0324318 0.022162 0.0246286 0.186317 0.0886818 0.0733486 0.164656 0.0227149 0.0879444 0.106291
threshold=42.243697547450004 42.123054668150012 0.34503457980000002 0.34515433670000012 41.600558339100012 0.34524415440000006 0.34506451900000007 0.34482500525000009 41.319407281650008 40.21994457600001 40.148327922700012 0.3447052483500001 0.34479506600000004 40.621691032550004 0.47787491390000009 41.32819714970001 39.656620114300004 0.47943175355000006 0.47697673720000006 0.47449178170000011 38.110427674550003 0.34530403280000005 0.48104847160000008 0.48032993025000009 0.48265022005000008 40.300545846000013 0.47905751325000007 42.027798546600003 0.34542378970000004 0.34548366815000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 15 7 -6 9 10 16 14 -13 -14 -11 -5 17 18 19 20 -1 -7 23 25 -24 26 -23 28 -26 -30
right_child=-2 2 -4 5 6 21 -8 -9 -10 11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 22 24 -25 27 -27 -28 -29 29 -31
leaf_value=0.003935209550906758 -0.0012085612484748678 0.07395104882905161 0.0071846369035581227 0.027372878907840889 -0.034669388875517147 -0.016294895933698119 -0.01517272362307219 -0.10997819330213406 0.014475814835097765 -0.013180284697655975 0.11131790039819761 -0.11770470214598568 0.012152404798644423 -0.11654461718655557 0.042362553406049441 0.0059001091959909281 -0.018330634004591926 0.030373451066673642 -0.065848800838973529 0.041542265968106333 -0.027449364599000242 0.00067821589269798685 -0.016581945470029478 0.046310440943562008 -0.052860304294891317 0.0044970657647605975 -0.087438246011186535 0.012409000733018162 0.039077344642260148 -0.00013405832642585382
leaf_weight=1.6320511605382826 24.602122708715001 0.21842196119568669 0.27879487229495226 1.6227834997698658 0.21867922738971834 0.82931340528602859 0.57687475037528202 0.19249727280111983 2.1474865334225806 0.63332226930735602 0.4417411945760249 0.51476470753550563 1.3670138132742975 0.4516460786276183 1.0087918831268323 1.5921213346919101 1.1207821480329583 0.78049562824890006 0.45856433268636454 0.3357392930847708 0.4124750208820841 0.71198818427712385 3.2313341087674408 0.97063856421300432 0.31035613967105646 4.064005921910848 0.30201641423627734 1.5750468757571514 0.70426065847277541 37.588012725082919
leaf_count=183 1990 11 40 19 42 24 7 7 37 49 3 6 21 70 13 21 21 11 10 8 27 60 32 18 7 90 10 35 11 1750
internal_value=6.66455e-06 0.000457656 0.0365144 0.000185172 -0.00304712 0.000927843 -0.0379583 -0.0699261 4.13586e-06 -0.0033896 0.00601854 -0.0156525 -0.0414047 -0.0198082 0.0209411 0.0167389 -0.00379455 0.000706787 -0.00744964 0.00380111 -0.0023965 -8.29757e-05 0.000188868 0.00616698 -0.000644127 -0.00150626 -0.0255669 0.00063769 0.000157402 0.000587107
internal_weight=90.8941 66.292 0.497217 65.7948 12.2929 53.5019 0.988051 0.411177 11.3049 9.15739 5.18185 3.97554 2.33342 1.81866 1.64211 3.2149 4.74011 3.61933 2.83883 2.38027 2.04453 50.287 49.4577 6.04865 43.409 5.07801 1.014 40.1777 38.6026 38.2923
internal_count=4633 2643 51 2592 515 2077 56 49 459 422 263 159 97 91 62 40 260 239 228 218 210 2037 2013 178 1835 160 70 1803 1768 1761
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 0 0 0 0 0 0 1 1 1 1 0 1 1 0 0 1 1 0 2 0 1 2 1 0
split_gain=0.0048108 0.0336939 0.00883669 0.00878905 0.0248249 0.0229187 0.0270535 0.0130756 0.0174656 0.0120716 0.00509143 0.0236761 0.0387911 0.0252306 0.0641572 0.0336847 0.0145078 0.0189673 0.0217162 0.0442565 0.0291117 0.0785663 0.107689 0.0250097 0.0146943 0.0129338 0.0470263 0.0229299 0.0128433 0.0351181
threshold=0.46636328255000009 0.57927906350000014 0.47407263255000004 0.58035687555000015 0.58745247150000013 0.58887458460000019 0.59751205050000011 0.59930840395000018 0.61400856260000014 0.68131193680000013 0.47938684470000009 0.47976108500000009 0.34503457980000002 0.34482500525000009 0.34491482290000003 0.3447052483500001 0.48077901860000011 0.34521421515000011 0.34542378970000004 0.48119816770000007 0.48265022005000008 0.34566330350000002 0.34575312120000007 0.48271009850000007 40.408647214050006 0.47847369840000004 0.34548366815000003 40.250747516500006 0.34584293880000011 0.48389269780000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 -4 -5 -6 -7 -8 -9 -10 25 12 -12 15 -15 -13 24 -18 -19 -20 -21 -22 -23 -24 -16 -1 27 -27 -25 -30
right_child=1 2 3 4 5 6 7 8 9 -11 11 13 -14 14 16 -17 17 18 19 20 21 22 23 28 -26 26 -28 -29 29 -31
leaf_value=-0.00046046247870649157 -0.10097195451722191 0.050948998713710274 0.033895715381982182 -0.10131758056757659 0.083355013426920865 -0.1006115632113066 0.098260209631939766 -0.10044059903193397 0.0035911696265505891 -0.10034775379186466 0.022051471692228899 0.00091072247862554348 -0.002997576170760722 0.026344166267175936 -0.017602982305943544 -0.019752708968893588 0.009215370214517871 -0.0096664556210701007 0.019236479681820753 -0.0086676479347187526 0.020292223719562161 -0.039217672936968595 0.020936508541441412 -0.010216130660282777 -0.0015387720915936976 -0.010183864949013841 0.0029140179439426893 -0.043890162783925386 0.013172331828179408 -0.00012839521935071671
leaf_weight=15.666850579116018 0.037420036490589059 0.029061218822407753 0.04956851106180693 0.028152124933740197 0.027837020770220988 0.030693428725555805 0.012409589015419442 0.018580380105099437 0.2844868357536583 0.011630841034117545 1.2896631965413683 1.7114985241369134 1.1874678744934497 0.94763978943228622 0.89668443830305422 1.4635159727185962 2.3657845943234852 2.1993877205532035 1.228337112115695 3.5887521315278255 1.9591447757557023 0.69461488304659624 0.58749542664736409 1.1600573360919941 1.5601498071337117 0.38732865150086526 1.3112104239025937 0.42141634735571643 2.071837466210126 47.41101439974797
leaf_count=1111 30 64 25 48 6 47 7 126 403 179 11 30 47 8 14 11 25 38 24 35 29 17 58 9 35 12 29 33 13 2109
internal_value=7.46489e-06 -0.0094934 -0.00254175 -0.00589661 -0.0106634 -0.00404551 -0.0108453 -0.00242227 -0.00639252 -0.000491319 6.33293e-05 0.000436102 0.0100437 9.53641e-05 0.000510125 -0.00861404 0.000137633 0.000430414 8.9148e-05 0.000454666 5.32524e-05 0.000634075 -0.000107632 0.000422647 -0.00740182 -0.0014524 -0.00878304 -0.0277474 0.000184671 0.000428504
internal_weight=90.6397 0.52984 0.49242 0.463359 0.41379 0.385638 0.357801 0.327108 0.314698 0.296118 90.1099 72.323 2.47713 69.8459 66.6709 3.17501 65.7233 63.2664 60.9006 58.7013 57.4729 53.8842 51.925 51.2304 2.45683 17.7868 2.11996 0.808745 50.6429 49.4829
internal_count=4633 935 905 841 816 768 762 715 708 582 3698 2513 58 2455 2414 41 2406 2357 2332 2294 2270 2235 2206 2189 49 1185 74 45 2131 2122
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 2 0 2 0 1 1 2 2 1 2 2 2 0 1 0 1 0 2 0 0 1 1 1
split_gain=0.00420255 0.0362471 0.0213157 0.0500941 0.0551417 0.0235616 0.0804613 0.0391524 0.0244858 0.0210468 0.225719 0.124933 0.0640302 0.0298724 0.0163286 0.0533826 0.119783 0.0553269 0.0433641 0.0449234 0.136731 0.013711 0.110432 0.63162 0.316847 0.113755 0.0597987 0.0459197 0.0419012 0.0383607
threshold=43.735142172100005 43.663128814500006 43.384297312450009 0.39814676205000005 0.34521421515000011 43.084051236300006 0.50947576420000018 43.182896969600009 0.56748300950000019 42.844429421150004 0.48389269780000005 0.36994401365000007 0.34518427590000006 42.759119507950011 44.202975721700007 0.34527409360000011 43.813842866750008 43.895345911700005 44.026978245600006 0.48634771415000005 0.38512319990000005 0.48149755995000004 0.34584293880000011 0.48119816770000007 41.935569238650011 0.48032993025000009 0.47880302985000006 0.3447052483500001 0.35331277505000008 0.34560342505000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 9 7 -7 -8 13 12 -12 -11 21 15 17 -17 -2 19 -18 -21 22 29 24 25 26 28 -23 -24 -1
right_child=14 -3 3 -5 -6 6 8 -9 -10 10 11 -13 -14 -15 -16 16 18 -19 -20 20 -22 27 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017942151026589812 0.078605801330441136 -0.022680430485491964 0.043695496573331341 0.055307391959014129 -0.018292266640313245 -0.034317026437400359 0.036471624725228684 -0.0087724688030968064 0.0043186081063801181 0.065466612997828258 -0.072625789139067601 0.02637205777224759 0.018387347815968329 -0.018199571863532542 -0.0009721340805293288 -0.072613114987827049 -0.040702299661616773 0.0042231084753895009 0.052635719073524802 0.081713681313480932 -0.003104896953653066 0.021780435518558048 -0.084103167753296904 -0.1761800523693752 0.081029664692497422 -0.051464241974017846 0.065057634042229778 0.00061433141424664574 0.041064620381167267 0.010632329010227277
leaf_weight=16.748178967713535 0.20557240181287584 0.71073102278223999 0.21004508682751932 0.23229843860758592 0.45300055071857059 0.81519133725827941 0.39791160586173635 2.2731434073683272 0.5851401090149011 0.42187145008530069 0.40059924288652826 0.18697119321130629 0.91643217998484161 0.89535498743144515 4.9214841398283653 0.19226633421703798 0.19131575406390755 0.19471520019977717 0.21455270398519122 0.22806938597932447 1.1403113601763832 1.045389100909232 0.063293524550419006 0.24173346161842335 0.3510428509725898 0.69038628611451713 0.1568520893342793 52.512640729869972 0.046315885147987373 2.9168379010880008
leaf_count=685 11 16 25 37 34 58 16 39 34 25 22 44 43 34 928 13 10 33 25 11 157 19 17 2 30 11 25 2136 55 38
internal_value=7.66143e-06 -0.000193875 -2.97593e-07 0.0153454 0.00134473 -0.000168542 -0.00758379 -0.0155152 0.0173332 0.00022054 0.0105439 -0.0411236 0.0332281 -4.22066e-05 0.00231029 0.0091357 0.00235997 0.0424232 0.0104844 0.00468607 0.0110319 0.000175216 -0.00197636 -0.0276782 -0.000231012 -0.0300435 0.0254565 0.00102747 -0.031213 4.89674e-05
internal_weight=90.5596 83.2714 82.5606 0.895344 0.663046 81.6653 4.07139 3.08833 0.983052 77.5939 1.92587 0.58757 1.3383 75.668 7.28829 2.3668 1.96652 0.400288 1.77425 1.5597 1.36838 74.7727 21.2146 1.54962 1.30789 0.956848 0.266461 53.558 0.109609 19.665
internal_count=4633 3445 3429 96 59 3333 147 97 50 3186 134 66 68 3052 1188 260 216 44 203 178 168 3018 863 140 138 108 97 2155 72 723
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 0 0 0 0 2 1 0 0 0 1 2 0 2 1 2 2 0 0 1 2 2 0 0 1
split_gain=0.0050002 0.0434615 0.159898 0.112259 0.0382765 0.0675124 0.031284 0.0423588 0.0304021 0.0219668 0.0199291 0.0316797 0.0256983 0.023459 0.0174092 0.0122427 0.116859 0.160303 0.152841 0.0537127 0.077856 0.0452393 0.0616604 0.0737787 0.0299632 0.143122 0.376607 0.0330014 0.0951595 0.090686
threshold=0.3447651268000001 0.48368312325000012 0.48149755995000004 0.47811442770000007 0.47673722340000008 0.34515433670000012 0.47736594710000008 0.47568935060000012 0.47709649410000005 0.47396784530000008 41.289992964000007 0.34518427590000006 0.47076434840000009 0.45995628875000011 0.47076434840000009 0.34545372890000009 40.574766824850009 0.47868327295000007 41.037275035300006 0.3453339720000001 42.498713093000006 42.844429421150004 0.48185683060000012 0.47787491390000009 0.34569324270000007 41.067148236900003 42.477827694800006 0.48032993025000009 0.47880302985000006 0.34614233110000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -2 7 9 -6 14 -7 -12 13 -13 -1 16 17 -10 -18 21 -21 22 23 -20 25 -17 -27 28 29 -26
right_child=4 -3 -4 -5 8 10 -8 -9 15 -11 11 12 -14 -15 -16 24 18 -19 19 20 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.00037978726967435129 -0.10309193598717277 -0.018457175716872828 0.040618901403772563 -0.027849731597929181 0.024351002169878348 -0.0017353723259445606 0.020814736697685618 -0.031126463934316645 -0.0047517558917405008 0.014975988297899843 0.054354898004717794 -0.065254016942442927 -0.10126020315258144 0.066574510088455538 -0.023555723907768153 0.0065148371142574983 -0.030491746041192754 0.03564500531358241 -0.0024507245451218518 0.034169010335848203 -0.0012750444851564624 0.0097604998527612424 0.011403012148782792 -0.030811134622584037 -0.10207222974947375 -0.064630622089505374 0.0087312469479188717 0.00015613070472203383 0.043614173628819544 0.017588834595390807
leaf_weight=4.3969463764122985 0.090334630515990888 1.3986128813121457 0.89591806568205434 1.5798661621288372 0.53083077373594179 0.5255431162630585 0.76146556437015522 0.42515430178445957 1.7715242325794087 1.0096495076941208 0.027994819156447193 0.033178089002630529 0.074675656189924666 0.022757791914045811 0.32643344602547575 3.5906910859048358 1.6410709267220216 2.2049626971129328 2.3822424919344471 1.1552058803863476 1.336989678093232 2.3486655682208948 1.3564235595986245 1.4916528273433867 0.10363555965522309 1.2489154088743819 1.5914108985161872 55.384975869431877 0.56171321356669068 0.16286106956249569
leaf_count=510 115 21 8 28 41 76 8 16 14 23 3 97 66 7 11 26 21 45 22 25 32 30 25 33 24 37 28 3169 42 30
internal_value=8.94145e-06 -0.00201082 0.000437398 -0.00379806 0.000282697 -0.02184 0.00169332 -0.000671062 0.000499953 0.00158747 -0.0111115 -0.0421795 -0.0628703 -0.0116189 -0.0012744 0.000338324 0.00283644 0.0176483 -0.00219239 0.00241891 0.0151543 -0.00176887 -0.00694612 -0.013371 -0.000287309 -0.00675327 -0.0235266 0.000452424 0.0202665 -0.0289451
internal_weight=90.4323 10.794 9.39543 8.49952 79.6383 0.774484 6.91965 6.15818 78.8638 5.73303 0.684149 0.158606 0.130612 0.0559359 4.72338 78.3329 15.6887 3.97649 11.7123 10.0712 2.4922 7.57898 5.23032 3.8739 62.6442 6.43102 2.84033 56.2132 0.82821 0.266497
internal_count=4633 625 604 596 4008 364 568 560 3644 544 249 173 170 104 521 3603 247 59 188 167 57 110 80 55 3356 91 65 3265 96 54
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 1 0 0 1 0 0 0 2 2 0 2 1 1 1 1 0 0 0 2 1 2 1 2 2
split_gain=0.00597694 0.273234 0.0357555 0.378929 0.140595 0.113252 0.0412293 0.104579 0.042848 0.0766289 0.0478537 0.074842 0.0438089 0.0326932 0.070573 0.0531891 0.0358074 0.0740919 0.064837 0.196031 0.0356652 0.044735 0.0621509 0.146409 0.0773186 0.0882537 0.0490876 0.0353101 0.0291743 0.0261814
threshold=42.783136484500005 42.844429421150004 0.48149755995000004 0.48104847160000008 43.022303514600004 0.36994401365000007 0.34494476210000008 0.47757552170000012 0.47961138885000004 0.34626208795000007 0.47787491390000009 0.47757552170000012 0.47880302985000006 43.084051236300006 43.157831852650006 0.48847339900000003 43.276780833950006 0.3475943834000001 0.35585760905000008 0.36166581840000006 0.37043801085000005 0.52290350590000012 0.53499895210000015 0.53866650695000018 43.940903692500008 0.39150025445000008 48.109449608500007 0.41861022125000008 48.109449608500007 48.553014326500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 5 -4 7 -3 9 10 11 -8 28 -6 -15 -16 -17 -18 -19 -20 -21 26 24 -24 -23 -26 -22 -27 -11 -29
right_child=1 2 4 -5 13 -7 8 -9 -10 12 -12 -13 -14 14 15 16 17 18 19 20 21 22 23 -25 25 27 -28 29 -30 -31
leaf_value=0.00037273444636086754 -0.11136721774791668 0.00077210650941944581 -0.10891963644294436 0.1037043266964062 0.031906167602307363 0.00624563242780479 -0.071086134970605369 0.06147961847217133 -0.0037706018871727469 -0.054396507374339237 -0.10552345958386936 0.067756749945084502 0.10045131085903902 -0.045099891883032178 -0.018355046597696323 0.022102788807501068 -0.032006349516712621 0.031944659315710111 -0.11259477611937981 0.071739963079753888 -0.10189802338106801 0.080174815713276809 -0.10833571387391752 0.0042726439338273449 -0.10444217906336502 0.05023500709965293 0.0021180362704073179 0.064617133920924705 0.043500746215081078 -0.10187085141899857
leaf_weight=75.265239761691817 0.22425221477968804 3.7074208778479525 0.22573941142763843 0.36981186310003966 0.27898735422058951 0.13733993646228981 0.13232258647872197 0.30728612358325325 1.59863749332726 0.072434998810681606 0.15457626574789174 0.054944788105785847 0.046492576133459806 0.37751966803079984 1.3882993307711329 0.87250014207791071 0.62677294260356564 0.7305961581878363 0.15010870534024467 0.076283658787361097 0.083717560216094333 0.23069855246285476 0.12084920199322402 2.5886329140904962 0.06086479169971426 0.18456520024255951 0.099049675796849534 0.013769106793915853 0.0525075220502913 0.030080974754156387
leaf_count=3035 17 244 18 14 13 38 65 7 16 98 19 4 4 31 31 25 8 13 7 23 57 39 18 583 11 109 20 5 3 58
internal_value=9.49587e-06 -0.00181348 -0.000150444 0.00540249 -0.00450915 -0.0653567 -0.000531152 0.00541867 -0.0118416 -0.0369793 -0.0643418 -0.0303492 0.0175818 -0.00171733 -0.00294606 -0.000753095 0.00341097 0.00014663 0.00475904 -0.000699542 0.00411525 0.00260343 0.00532732 -0.000749951 0.0369945 0.00255852 -0.0455271 0.0310705 -0.0132549 -0.0495929
internal_weight=90.2623 14.9971 14.7728 6.49644 8.27638 0.363079 6.12662 4.01471 2.11192 0.513279 0.341844 0.187267 0.171435 7.9133 7.63431 7.25679 5.86849 4.99599 4.36922 3.63862 3.48851 3.41223 3.22946 2.70948 0.519979 0.28928 0.182767 0.228415 0.124943 0.0438501
internal_count=4633 1598 1581 474 1107 56 460 251 209 193 88 69 105 1051 1038 1007 976 951 943 930 923 900 823 601 222 183 77 172 101 63
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 1 2 2 2 2 0 0 2 0 0 2 1 1 0 0 1 0 0 1 1 2 2 1 1 2
split_gain=0.00565727 0.0396994 0.0128658 0.0122468 0.0100466 0.0397318 0.0326358 0.0418918 0.022624 0.0152334 0.0300624 0.00994938 0.0116188 0.0175557 0.018007 0.0173745 0.011193 0.016553 0.0308668 0.0149206 0.00968034 0.00964892 0.050355 0.0475149 0.09095 0.0389419 0.120816 0.028342 0.0398728 0.0980412
threshold=0.59507200385000003 0.45824975300000009 0.59751205050000011 0.58454836680000011 0.45736654595000009 0.46636328255000009 42.686561923500008 48.553014326500012 41.772405911750006 42.477827694800006 0.58035687555000015 0.59930840395000018 44.749265482150008 0.61797550970000004 0.63528038085000016 45.711398460000005 0.49585341755000006 0.50056884525000012 0.66718062335000017 0.65010029640000011 0.4529056016000001 0.56579144335000009 0.56065686655000013 0.45218706025000005 0.43349001525000008 42.546237522150008 42.283941020600004 0.43837010870000009 0.42991227810000004 42.320906304050006
decision_type=2 2 2 2 2 2 2 2 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 11 20 6 -6 -8 -7 -10 -11 -4 13 -13 -15 -14 -17 -18 19 -19 21 22 27 24 -24 26 -23 28 -1 -30
right_child=1 2 3 -5 5 8 7 -9 9 10 -12 12 15 14 -16 16 17 18 -20 -21 -22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00016496044979694957 -0.10119908133402106 -0.10051945579955379 0.097744518365754055 -0.10082272048145208 0.044517773210909231 -0.10078102012937989 -0.10269789355297072 0.062717520586953318 0.052071335976680393 0.017292427928940569 -0.10102137597892576 -0.10034611712372254 0.072177344431823193 0.02758973680802624 -0.10043793946724267 -0.044735645685918486 0.061425240740068124 -0.011113832463583672 0.047613588832674858 -0.10194474368034878 -0.011936344005441942 0.0040737883703219841 -0.00018809994557267526 -0.0020969917367657069 -0.081185975994753981 -0.0057992775872029081 0.070802984594934323 0.019988225886751795 0.0067200881657827026 -0.072065177577218476
leaf_weight=81.89101648903933 0.044198920760373461 0.012624907655208517 0.011271363557455061 0.01121823963129942 0.31343948516740638 0.034108700257633018 0.037022080213091613 0.026105865697900299 0.030858546262152231 0.054468177270791784 0.035455520853474809 0.024884083662534806 0.041469092589977663 0.048920703142982802 0.014167357369433753 0.042123462620338614 0.050137768437707564 0.043494391785316111 0.059757213012744614 0.030956905698985793 0.67652511509075353 1.8030104304781955 0.26894668016973244 0.64972272235900164 0.28610098574245058 1.8272202023802036 0.31939120031893242 0.71320274871310019 0.39845995977801241 0.26167951779958809
leaf_count=2981 54 26 9 115 49 84 69 9 10 25 48 149 7 146 223 25 14 31 38 15 63 121 25 8 24 88 9 42 60 66
internal_value=6.68437e-06 -0.0113668 -0.0012128 0.00210046 6.19138e-05 0.0137702 0.031306 -0.0342922 -0.0288625 -0.00855285 -0.0293569 0.00524499 0.00231562 -0.0292167 -0.00116077 0.0126686 0.00177188 0.0123989 -0.00591637 -0.0488814 -1.98569e-05 7.13206e-05 -0.000154569 -0.0204524 -0.0419387 0.00490234 0.0141156 0.000139125 -3.23619e-05 -0.0245104
internal_weight=90.062 0.435224 0.391025 0.378401 89.6267 0.531458 0.376567 0.0631279 0.154891 0.120782 0.0899237 0.367182 0.355911 0.0879721 0.0630881 0.267939 0.22647 0.184346 0.134209 0.0744513 89.0953 88.4188 84.4691 1.20477 0.555048 3.94962 2.1224 83.2644 82.5512 0.660139
internal_count=4633 852 798 772 3781 294 127 78 167 83 73 657 648 518 369 130 123 98 84 46 3487 3424 3206 57 49 218 130 3149 3107 126
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 2 2 0 0 0 0 0 2 2 2 2 2 2 0 0 1 2 1 0 0 2 0 2 0 2
split_gain=0.00488221 0.0358739 0.0348981 0.0275717 0.0486304 0.0359411 0.119662 0.114011 0.0331839 0.0506621 0.0324894 0.0303908 0.0286839 0.0233723 0.0222234 0.188542 0.103969 0.0789759 0.0850311 0.0643812 0.0861267 0.0420977 0.0541771 0.0552754 0.111891 0.13001 0.0613091 0.0561875 0.0403088 0.0386874
threshold=0.53998383280000006 0.41917906650000009 37.765550062200006 0.42111014640000005 0.54353163080000011 38.911218973650008 38.621016321050007 0.54585192060000021 0.54986377655000018 0.5541600551000001 0.54504356155000011 0.5641597557000001 39.065416244600009 37.345948426100009 38.751720283100006 38.324118171300007 39.427119987250002 39.788107623550012 0.5054040298000001 0.48032993025000009 0.39078171310000004 38.110427674550003 0.36618664115000005 0.50730517050000012 0.5195503128500002 37.140760352250005 0.52366695610000014 35.887362732750006 0.52432561900000019 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 4 -3 6 11 -7 -9 -10 -6 -5 -11 -13 15 21 19 18 -18 -16 -21 22 -1 -24 -25 26 -26 -28 -20 -17
right_child=1 3 -4 5 10 7 -8 8 9 12 -12 13 -14 -15 16 29 17 -19 28 20 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.0060839418276866404 0.0037410477777040023 -0.0047783992095647466 -0.016437080040173455 0.0057846559517021941 0.046049323342574867 -0.040289811806934472 0.082171491850289574 0.027618561468093529 -0.036852779840864422 -0.052560415961706165 0.0099760151955145815 0.0050066849184016073 0.0011320546936306045 -0.10132642490376367 -0.0029582457414575915 -0.025628953450228337 -0.038078832368943265 0.00081421248505298696 0.013041503523547913 0.040591108121702052 0.0027879863388677126 0.0265176832757716 0.024604379950940239 -0.055614970321884144 0.038932080924049643 -0.045607577515605083 0.012377180854511281 -0.035719370646357364 -0.019563417062531934 -0.060993002795709989
leaf_weight=4.7480368207169175 1.2673093031312483 0.89314912020927195 2.6480983926309634 1.4582221934703126 0.48104149824939646 0.77006427347077888 0.21418659172951482 0.41247990299598125 0.38492594638171329 0.10090851164397907 0.5190924533566772 0.036084112948338354 7.1144101552639825 0.048394106900689238 1.0844129320466884 0.7788473733077399 1.1019326774040217 57.593646458328877 0.841320555337006 1.575289570813766 0.97611740103457112 0.61554806264200568 0.38455933338354986 0.56284450303064693 0.48660875101632006 0.59009364383814489 0.72389592951367354 0.36554303959701429 0.69025727431289852 0.51317130053439541
leaf_count=298 36 15 141 73 23 28 16 14 28 28 20 322 1028 79 30 18 40 2068 22 38 18 21 20 33 19 35 22 38 32 30
internal_value=4.66868e-06 -0.00155859 -0.00990598 0.00107018 0.0121811 -0.000925714 0.0121308 -0.0035375 -5.41408e-06 -0.00150462 0.0273264 0.00240641 0.000381149 -0.0559072 0.000351755 -0.00409014 0.00103123 3.98732e-05 -0.0168946 0.0174531 0.0261284 0.00133344 -0.000638444 -0.0108898 -0.0158915 -0.00556992 0.00942073 -0.00376081 -0.00165301 -0.039675
internal_weight=89.9805 16.3484 3.91541 12.433 1.89328 10.5397 1.75689 8.78279 8.01272 7.60024 1.00013 1.5427 7.21532 0.0844782 73.6321 9.76915 63.863 60.2272 2.63351 3.63582 2.55141 8.47713 7.86158 3.11355 2.72899 2.16614 1.57605 1.08944 1.53158 1.29202
internal_count=4633 1851 177 1674 58 1616 490 1126 1098 1084 43 474 1056 401 2782 534 2248 2162 94 86 56 486 465 167 147 114 79 60 54 48
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 1 2 1 1 1 1 1 2 0 0 0 0 1 1 2 0 0 2 2 0 2 2 0 1
split_gain=0.00461868 0.0252746 0.0712791 0.147169 0.10471 0.0871243 0.0737216 0.0421117 0.122414 0.192023 0.0984541 0.0780713 0.035004 0.190107 0.0917461 0.0708273 0.0189527 0.193039 0.335788 0.100433 0.321749 0.0636712 0.204434 0.162133 0.103936 0.0935953 0.068771 0.0632875 0.110036 0.38772
threshold=42.243697547450004 41.741384785950011 0.3459626957000001 0.34569324270000007 0.3475943834000001 0.47943175355000006 0.34515433670000012 41.559097512700014 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.43349001525000008 0.40206880030000008 41.935569238650011 0.54986377655000018 0.50730517050000012 0.49588335680000006 0.49877249185000011 0.35210023650000005 0.3475943834000001 43.477771593600004 0.52507409960000018 0.53146612375000013 43.321682097200004 43.813842866750008 0.50913146310000013 44.026978245600006 42.546237522150008 0.48911709230000006 0.34560342505000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -4 6 -3 -1 -9 -10 -11 -12 15 -14 -15 -6 19 -18 -19 27 -21 23 26 -20 -25 -26 -23 28 29 -2
right_child=16 2 4 -5 12 -7 -8 8 9 10 11 -13 13 14 -16 -17 17 18 21 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=9.2137931795394264e-05 0.020212585859437918 -7.0783761755484432e-05 -0.015855871964018331 0.038821059938374744 0.023605435187108902 -0.021045921454654032 0.054538055011679409 0.0068790904354390035 -0.11821957143770208 0.097435864294529981 -0.10306661760468545 0.028173455410052013 -0.047686514264502419 0.094226143225251774 0.0065494080007750949 -0.022155847617689697 0.044227343888471091 -0.15066260836228207 0.043140129584949893 -0.10750946726540676 0.008569252881277193 -0.11000781367522822 -0.0002213765195849992 -0.091296907989667608 0.049734479444057594 -0.078962884216348589 0.014500137028798283 0.0012823972730648676 0.0064619205648457183 -0.123351429481173
leaf_weight=55.802722328844411 0.39912233116107809 0.71184846967058379 2.6555208889767528 1.5984395379200576 0.81178711926259006 1.0941011318936942 0.37874103119247593 0.77508141963750066 0.25255278777331114 0.078891398443374783 0.089213337098499323 0.092142692280276606 0.21552268996686041 0.3439574011717923 0.18276693474021499 0.57978722919870052 0.98409664827545285 0.15032135497312893 0.94040347940685343 0.37457422585955658 0.6587098896234167 0.23276365884822769 6.8886630369392137 0.17155873233787133 0.17815129933558183 0.082759508287152173 0.054807671566951655 11.944865863289397 0.75924978405237198 0.3558262547958293
leaf_count=2252 56 45 18 11 31 21 22 20 8 26 17 38 39 20 39 36 18 3 39 43 99 76 812 16 33 90 125 552 10 18
internal_value=4.71294e-06 0.000439781 0.00550282 0.0157627 -0.00260149 -0.00110815 0.0188938 -0.000320462 -0.018198 -0.0561013 0.0041803 -0.0363867 0.0138935 0.0314306 0.0638034 0.0045394 -0.00117696 0.00224833 -0.00250042 -0.00346567 -0.0335103 0.000104758 -0.0036699 0.0198355 -0.0308402 0.00891237 -0.0862781 -0.00115908 -0.0204188 -0.0474527
internal_weight=89.839 65.6631 8.57247 3.78313 4.78934 2.18469 1.09059 57.0906 1.28788 0.5128 0.260247 0.181356 2.13382 0.742247 0.526724 1.39157 24.1759 9.68353 8.69943 14.4923 1.03328 8.54911 7.17623 1.37287 0.43247 0.260911 0.287571 13.4591 1.5142 0.754949
internal_count=4633 2643 282 99 183 88 67 2361 109 89 81 55 165 98 59 67 1990 1212 1194 778 142 1191 1013 178 139 123 201 636 84 74
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 0 1 1 2 0 0 0 1 0 2 2 2 0 0 0 1 2 1 2 0 0 1 0 2
split_gain=0.00556035 0.245271 0.0346157 0.0340616 0.336357 0.127836 0.104673 0.0414635 0.0746055 0.03381 0.0720167 0.0313889 0.135795 0.120568 0.0493663 0.111152 0.182199 0.213993 0.0398017 0.12812 0.0776681 0.028795 0.073591 0.0491104 0.0620262 0.0392342 0.0287729 0.104511 0.0445729 0.0279589
threshold=42.783136484500005 42.844429421150004 0.39587138110000003 0.48149755995000004 0.48104847160000008 43.022303514600004 0.50386215985000016 0.34491482290000003 0.34007963835000005 43.895345911700005 0.47961138885000004 0.50947576420000018 0.51657136015000005 0.38334181610000007 0.49194634890000005 43.157831852650006 43.564719632750005 43.813842866750008 0.53499895210000015 0.53866650695000018 0.53447501570000011 0.40651477500000005 45.921757303800007 0.38512319990000005 48.823707093150006 0.52577767130000008 0.55788748840000013 0.44844465735000011 0.5796383342000001 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -5 8 -4 -9 29 14 -13 -14 -7 -16 -17 -18 20 -20 21 23 -23 -15 25 -25 -21 28 -28 -11
right_child=1 2 3 5 -6 11 -8 9 -10 10 -12 12 13 18 15 16 17 -19 19 26 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00035012596583966802 -0.11024606278524192 -0.064890372827364332 0.00026610293719503007 -0.10830819438427275 0.10295873013625603 -0.0022934347655780003 0.0056642889944061997 -0.018421688386629841 0.038024118251318351 -0.040083020954843257 0.059214210261468295 0.075582754512252576 -0.10494582046355744 0.073119334400398847 -0.093561647175658347 0.076933832230995883 -0.12341721277142242 0.025355445858449163 -0.10761466611956255 0.012344442952559591 0.093839829413674469 0.086624038634804057 -0.10147643968023164 0.037211385974051575 0.036208920504287173 -0.10250725944294999 -0.10328044317342522 0.0034756366935738401 0.019151938991633866 0.0025582918060160515
leaf_weight=74.829711485227648 0.20555040029951221 0.082351837003248884 2.7516951032703214 0.20826854388724303 0.33616976848679758 3.2590413628713577 0.13143513563628773 1.5905434336023279 0.64619158013374534 0.20519507258359204 0.19701017439365387 0.25442354252754773 0.10632030202191378 0.052989397874626198 0.20481044985353936 0.17569605255266652 0.18540626798130688 0.20204352222527433 0.10927418887149576 1.4701268230985536 0.13523759547388181 0.095864728944206945 0.026562100112984766 0.024728161237362656 0.077801933777891463 0.10734130425635158 0.1452174463522623 1.1007669093391426 0.03739241816373351 0.61349919587951263
leaf_count=3035 17 92 126 20 14 48 36 108 27 28 5 29 36 4 8 10 5 47 17 77 3 24 78 9 9 103 78 442 24 74
internal_value=4.47071e-07 -0.00177487 -0.000240732 0.000127685 0.00561877 -0.00416478 -0.064211 0.00016873 0.00744672 -0.00931992 0.004933 -0.00153992 0.00505134 -9.1008e-05 -0.00766806 -0.0304768 -0.00753348 -0.0458367 0.00320405 -0.0014209 0.0286403 0.00575503 0.0458132 -0.012902 -0.0346211 -0.0763469 0.00279345 -0.00814735 -0.0782104 -0.0081292
internal_weight=89.5687 14.739 14.5334 14.4511 6.3403 8.11075 0.339704 6.00413 3.39789 2.60625 1.0157 7.77104 3.74405 3.48962 4.027 0.767956 0.563146 0.38745 3.3833 2.86278 0.520525 0.385288 0.122427 0.262861 0.209871 0.132069 2.7535 1.28338 0.18261 0.818694
internal_count=4633 1598 1581 1489 382 1107 56 368 153 215 107 1051 933 904 118 70 62 52 868 638 230 227 102 125 121 112 621 544 102 102
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 0 0 2 0 0 2 2 0 1 0 2 0 0 0 0 0 2 1 2 1 2 2 1 0 2
split_gain=0.00528527 0.108323 0.167294 0.0868701 0.0934223 0.07406 0.090278 0.0633938 0.0615376 0.0342267 0.188628 0.144655 0.142224 0.0314919 0.0597958 0.0483272 0.0443647 0.115713 0.0968949 0.0370246 0.025172 0.0231886 0.218821 0.0684806 0.0348247 0.103298 0.210135 0.303245 0.0646253 0.0598895
threshold=0.35585760905000008 0.48735067810000005 40.679780036550007 40.722669576350008 0.48032993025000009 0.49588335680000006 0.49688632075000011 42.388109226950007 0.49194634890000005 0.49820364660000011 36.165040341950011 38.474425342400004 0.49877249185000011 0.34614233110000009 0.48847339900000003 41.835830569250014 0.48588365620000007 0.48368312325000012 0.48735067810000005 0.48271009850000007 0.45995628875000011 39.427119987250002 0.34512439750000007 39.788107623550012 0.34479506600000004 41.600558339100012 40.94178426300001 0.34446573455000007 0.47568935060000012 42.759119507950011
decision_type=2 2 2 2 2 2 2 2 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 20 8 -7 -8 13 10 -3 -12 -11 16 15 19 17 21 -18 -15 -5 22 -1 -23 25 26 -25 -28 29 -27
right_child=1 9 3 4 -6 6 7 -9 -10 12 11 -13 -14 14 -16 -17 18 -19 -20 -21 -22 23 -24 24 -26 28 27 -29 -30 -31
leaf_value=-0.00034863908395884664 -0.11437661004623362 -0.055984345623090695 0.10235130427084425 -0.060948160242755636 -0.10384218431338771 0.051198846956427152 0.029544681332737993 -0.020705545641034381 -0.022899168422541669 -0.068845550519438609 0.10100152368663462 -0.0041452024067107551 -0.0001255151475747309 0.017605959215196244 -0.0023287296728343254 0.0075266959438608661 0.038236721281437874 -0.026724188417263196 -0.0023597559784762807 0.053926318476901151 0.041258049419667236 -0.026742954871237252 0.088434256084620216 -0.0063104537026022842 -0.0018436855374451191 0.05087201303971383 0.0018039173161568311 0.098353951207430193 -0.030540101287421524 -0.0014644005606577254
leaf_weight=3.0283934431954074 0.21276697656514265 0.22423353511840005 0.065982498228549957 0.029854319823163777 0.096431941952687339 0.63225980661809345 0.47510874507133827 0.53236929350532591 1.1486475281417359 0.30359796481206913 0.28951335611054674 0.2387289583273855 37.595298081387753 0.65032922645786262 3.3377071507820801 2.0063308836786078 0.91914988448843304 1.7168111779028539 1.6315165897831319 0.49376155063509941 0.12495320310517855 0.99904465558938582 0.30562273848071164 1.3245351400918504 25.572538284128257 0.23507310310519036 0.64803975950285042 0.65319433528929949 0.73493400167126299 3.1289612597200209
leaf_count=221 44 11 1 95 15 6 29 21 15 13 19 35 2815 28 35 42 29 44 26 17 23 29 18 44 589 70 32 10 23 234
internal_value=-2.09821e-06 -0.000872408 -0.0457748 0.000237849 -0.02658 0.00067753 0.0215796 0.00299157 -2.86451e-05 -0.000256705 0.020862 0.0534825 -0.000676013 0.000525742 0.00699814 0.0168795 -0.000501055 -0.00135049 0.0122695 0.0332809 0.0215478 -0.000161259 0.00778992 -0.000957423 -0.000159805 0.00624358 0.0217288 0.0502702 -0.00367614 0.00219278
internal_weight=89.3557 39.1814 0.529989 0.317222 0.251239 50.1743 1.63974 1.00748 48.5346 38.6514 0.752476 0.528242 37.8989 47.3859 6.48813 3.15042 40.8978 38.3471 2.55067 1.14409 0.154808 36.6303 3.33402 33.2963 32.2973 6.72474 2.62577 1.30123 4.09897 3.36403
internal_count=4633 3071 178 134 133 1562 56 50 1506 2893 65 54 2828 1491 122 87 1369 1314 55 45 118 1270 239 1031 1002 413 86 42 327 304
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=2 1 1 2 2 2 1 0 2 2 2 1 2 2 2 2 0 1 2 2 0 1 1 2 1 1 0 2 2 1
split_gain=0.00457315 0.0353774 0.0683916 0.041601 0.0231021 0.0165803 0.00898097 0.0745427 0.0310091 0.0274016 0.0132259 0.0402838 0.0188723 0.0125634 0.0386122 0.0194989 0.0248878 0.0113565 0.00822697 0.0286213 0.0618727 0.102133 0.0736995 0.118408 0.0384145 0.0684449 0.0259138 0.0190964 0.0180036 0.0113499
threshold=49.292797572200008 0.31100865245000009 0.31060447290000009 49.247968080500009 44.952171034750002 36.952388736350009 0.34007963835000005 0.4413939702500001 37.817254840650008 48.823707093150006 47.927946529500012 0.37977904855000005 48.393869453650005 42.081757894750005 39.476991512000005 35.771221912400001 0.42314601355000009 0.4529056016000001 44.578137159850009 43.895345911700005 0.47787491390000009 0.34524415440000006 0.34566330350000002 44.202975721700007 0.42209814075000007 0.43593006200000012 0.56300709560000006 44.908704241950012 44.749265482150008 0.4172030777500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 9 -9 13 18 -12 -13 14 15 16 -3 -14 19 -8 -21 -22 -23 24 -24 -26 -27 28 -20 -29
right_child=-2 6 -4 -5 -6 -7 10 8 -10 -11 11 12 17 -15 -16 -17 -18 -19 27 20 21 22 23 -25 25 26 -28 29 -30 -31
leaf_value=0.10011906833378864 -0.0053447173095590873 -0.10058162028178382 0.066299658229540148 -0.10099376371156712 0.057922229240518514 -0.10037059752459453 -7.5876007530569013e-05 -0.0065214627268193968 -0.1026830191162105 -0.023995971191265616 0.067501427097456032 0.032485143134364368 -0.032664058223229833 0.0016958677627911098 0.04756095283833725 -0.10138560504283517 0.096511668589314731 0.010229958600374393 -0.10358464874735594 0.060032293062583397 -0.1048168447587285 0.10169019059077566 0.035048651997776882 -0.10610195650433379 -0.10426663398216179 0.10118393701273763 -0.10030830051223481 -0.011468981804431266 -0.0090819189308766011 0.012730937603139526
leaf_weight=0.0051897302037110507 1.570324463154974 0.010796494431885462 0.21557453958121187 0.047098683011427056 0.050319272424530936 0.020102575031584857 83.179334594378517 0.048568831080046837 0.10832992601899605 0.35865729502984312 0.11764180392492463 0.12420948696671985 0.1502929360485723 0.76985592751043441 0.20237789813836571 0.029883535580211174 0.015757760338601656 0.10473896296298335 0.039626985724565911 0.24994563004293613 0.079193662852048874 0.086014196276664734 0.39967632014304399 0.085619287140779932 0.05828907198701927 0.033994767814874649 0.0078583356398667092 0.71255221893125054 0.041033953176565774 0.26621009438565579
leaf_count=2 314 60 11 10 25 154 3177 19 61 18 8 31 29 43 16 44 10 23 29 21 3 2 25 25 12 1 123 234 13 90
internal_value=4.07469e-06 9.9937e-05 0.0323761 -0.0272201 0.0187337 -0.0592321 -2.516e-05 -0.00758356 -0.0729157 -0.000194872 0.000110977 0.0163786 0.000520146 0.00810363 0.0271637 -0.0459777 0.016377 -0.0150479 1.61488e-05 0.000126361 0.0169384 0.0025892 0.0152571 0.00255809 0.0211716 -0.0342127 0.0633518 -0.00874113 -0.0555091 -0.00488693
internal_weight=89.1891 87.6187 0.338285 0.12271 0.0756116 0.0252923 87.2805 1.54423 0.156899 1.38733 85.7362 0.496883 0.379241 1.02867 0.258816 0.0564378 0.0265543 0.255032 85.2393 84.1799 1.00059 0.750646 0.671452 0.585438 0.499818 0.100142 0.0418531 1.05942 0.0806609 0.978762
internal_count=4633 4319 202 191 181 156 4117 271 80 191 3846 91 83 173 130 114 70 52 3755 3389 212 191 188 186 161 136 124 366 42 324
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 1 0 1 1 1 1 0 1 1 2 2 0 0 0 2 2 0 1 0 0 1 2 0 2
split_gain=0.00455291 0.0440277 0.022851 0.049346 0.0203621 0.0211027 0.104991 0.0233194 0.0293039 0.0292452 0.0350963 0.0198582 0.0163356 0.0255973 0.0158323 0.0147073 0.0131177 0.0109302 0.0105697 0.00936657 0.0546207 0.107939 0.0281266 0.025062 0.0423794 0.0322018 0.0766648 0.0193794 0.0182238 0.0519581
threshold=0.57212358910000016 0.57403969940000021 0.43643902880000007 0.43837010870000009 40.574766824850009 40.858951393400005 0.44922307715000004 0.61797550970000004 0.49585341755000006 0.46112391845000006 0.4690129038000001 0.4985778869000001 0.60710757165000018 0.48616807880000007 0.50214065445000011 37.345948426100009 48.109449608500007 0.62376874945000005 0.63013083440000017 0.56579144335000009 42.546237522150008 41.184662530950007 0.56345618395000019 0.44922307715000004 0.5619592227500001 0.55619592225000014 0.43967246490000006 39.427119987250002 0.54986377655000018 37.765550062200006
decision_type=2 2 2 2 2 2 2 2 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 15 -6 -7 9 -9 -8 -11 -10 13 -12 -13 17 18 -5 -16 22 21 27 23 25 -25 28 -27 -21 -1 -30
right_child=1 2 3 4 5 6 7 8 11 10 12 14 -14 -15 16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00020549923403150868 -0.10129636933764162 -0.1013648516215713 0.093931801880366247 0.069260659051447807 0.010577773454121725 -0.10153962068011087 0.039461478442376331 -0.071064809742830012 0.087715695864952259 -0.10173286196765213 0.0079528104660965947 -0.10082521637621503 0.051637081204587376 -0.10032371486839227 0.073928519578287541 -0.10026478752183232 0.014612317750039575 -0.10022465625291313 -0.10072275077843505 -0.0068330467704808828 -0.0064169087974908752 0.070236555940155515 -0.018151007054600276 -0.042631379556535245 0.00070969032123706507 0.00090355961730209471 0.053642148507323795 0.021299137272183973 0.0098145235552871413 -0.031410181877648477
leaf_weight=79.914015267409269 0.046283369066014823 0.023027431953522526 0.052942620967883047 0.011291633716762006 0.71201576195790017 0.11512442579351045 0.23433740153996041 0.085056401679139526 0.022794202464865521 0.035684504442542675 0.11989175868620805 0.017868420572995092 0.056223004527794274 0.026695099895437835 0.0042457336488723732 0.036761821581780652 0.10528943886561137 0.005739015392086432 0.018847070794173248 0.61007427393852187 1.6910295811030662 0.33033075905404974 0.85382008304634283 0.36780509918270254 0.58355753123032628 1.0018749120845303 0.38025419563200547 0.40905309551453684 0.57586964503594973 0.6517385786451797
leaf_count=2965 33 24 7 121 29 49 25 33 4 21 41 9 54 113 68 193 75 159 136 37 90 14 49 33 20 81 15 28 24 83
internal_value=2.83252e-06 -0.00507699 -0.00243222 -0.0010605 -0.00418834 -0.00209465 -0.01281 0.00124208 -0.02319 0.014372 -0.0102802 0.000898558 0.00581094 -0.0117656 -0.0126325 -0.0646752 -0.000357723 0.0121472 -0.0686122 0.000103425 0.00555632 0.0205602 -9.31798e-05 9.15236e-05 -0.0160463 0.000277567 0.0154131 0.00445853 1.97547e-05 -0.0120717
internal_weight=89.0995 1.73012 1.68384 1.66081 1.60787 1.55407 0.842057 0.726933 0.254101 0.472832 0.238494 0.169045 0.20281 0.146587 0.146251 0.0537925 0.128382 0.0170306 0.0230928 87.3694 3.04049 1.34946 84.3289 83.4751 0.951363 82.5238 1.38213 1.01913 81.1416 1.22761
internal_count=4633 1194 1161 1137 1130 657 628 579 325 254 229 292 208 154 288 473 279 280 204 3439 169 79 3270 3221 53 3168 96 65 3072 107
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 0 2 0 2 2 0 0 2 1 1 1 1 1 2 0 0 0 2 2 0 2 2 0 2 2
split_gain=0.00420074 0.0976197 0.148664 0.0789598 0.0822507 0.0710587 0.251453 0.0295644 0.161005 0.136075 0.118225 0.0218543 0.0206892 0.020474 0.0587485 0.0249148 0.058451 0.157175 0.213871 0.0500438 0.0676464 0.174827 0.102838 0.0307758 0.20035 0.154823 0.0613074 0.273887 0.0896111 0.0720333
threshold=0.35585760905000008 0.48735067810000005 40.679780036550007 40.722669576350008 0.48032993025000009 0.49820364660000011 42.388109226950007 0.49820364660000011 36.165040341950011 38.474425342400004 0.49877249185000011 0.45995628875000011 50.189067467950004 0.36510882910000009 0.36551300860000008 0.36880632320000012 0.37227927305000003 0.37644082515000005 38.238138001450004 0.50291907430000016 0.5132031975000001 0.51484985480000012 40.767054867700004 41.087689990200012 0.52507409960000018 40.94178426300001 41.404176814550006 0.53146612375000013 41.835830569250014 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 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 11 -1 -7 8 -3 -10 -9 12 -5 -12 -15 -16 -17 18 -18 -19 22 -22 -21 25 -25 -23 -26 -28 -29 -30
right_child=1 7 3 4 -6 6 -8 10 9 -11 13 -13 -14 14 15 16 17 19 -20 20 21 23 -24 24 26 -27 27 28 29 -31
leaf_value=0.00017065920158992591 -0.11289344770019645 -0.051493219488870735 0.10212227795285021 -0.10193196882490221 -0.10347090500045227 0.10078333006995971 -0.022679041840758696 -0.063443101996665294 0.1009055207208493 -0.0035187246573363039 -0.011634021801806156 0.037269904181332636 0.1002206871950085 0.035012520520968267 -0.015463733495670567 0.021854904850364162 0.021297401912538226 0.045326421445523304 -0.1009405220247333 0.0051996778093405084 0.084781962163720956 -0.00096368471471900211 -0.089264193944090242 0.06153488485142438 0.017305982900643814 -0.062215495262554404 -0.090554075180672017 -0.049925036645953422 0.028128264559141927 -0.00038861569654084462
leaf_weight=49.342521561681544 0.19494130593843984 0.21971701685106282 0.059822924435138702 0.023418442071823975 0.087559018020556323 0.30069422295491577 0.36545422836206853 0.29693483840674062 0.2621654131799005 0.23814283137939896 1.4769624286673124 0.12104200430621859 0.0064590778201818458 0.48320497337408497 1.0240525638291718 1.2207839547190804 0.24064475577324529 0.24718558960183301 0.35323007811939533 0.25369436246273736 0.24545386392856272 20.31084696265258 0.21117396823456147 0.58006574225078722 1.9173589186914508 0.42122211758484596 0.33907320911707728 0.32944088508887315 1.0179571061503336 6.8221932840139985
leaf_count=1519 44 11 1 94 15 27 16 13 19 35 34 23 1 10 43 44 7 19 54 18 11 1154 27 89 66 28 224 95 61 831
internal_value=1.94975e-06 -0.000775906 -0.0449813 -0.00060036 -0.0263686 0.000608646 0.0330509 -0.000209738 0.0198633 0.0512004 -0.00059218 0.0183639 -0.0582296 -9.44379e-05 0.000378762 -9.21957e-05 0.000363936 -0.000424174 -0.0514083 0.000501888 0.000160424 0.000710885 -0.0377121 6.07033e-05 0.00433455 -0.00220816 0.00115213 -0.00248801 0.00116711 0.00331399
internal_weight=89.0134 39.0047 0.493243 0.298301 0.238479 50.0087 0.666148 38.5115 0.720025 0.500308 37.7915 0.15092 0.0298775 37.4945 36.0176 35.5344 34.5103 33.2895 0.593875 32.6957 32.4485 31.9836 0.464868 31.7382 11.0061 20.7321 10.426 8.50866 8.16959 7.84015
internal_count=4633 3071 178 134 133 1562 43 2893 65 54 2828 118 95 2815 2781 2771 2728 2684 61 2623 2604 2559 45 2548 1366 1182 1277 1211 987 892
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 1 2 0 0 0 0 1 0 0 1 0 1 0 0 2 1 1 2 0 0 2 1 1
split_gain=0.00440288 0.0540951 0.0217719 0.0124543 0.0145465 0.0107508 0.00900844 0.00985123 0.00740682 0.0211011 0.0225134 0.019701 0.0247593 0.0114669 0.00876844 0.0121021 0.00690061 0.0355744 0.0237715 0.0313512 0.151713 0.149105 0.126143 0.0386612 0.0293824 0.084199 0.10034 0.0285523 0.0227001 0.0534171
threshold=0.46280051495000007 0.46551001470000003 0.56685428580000019 0.56748300950000019 0.57927906350000014 0.68131193680000013 0.4690129038000001 0.47407263255000004 51.757767929250001 0.58035687555000015 0.58745247150000013 0.58887458460000019 0.59751205050000011 0.47634801355000006 0.59930840395000018 0.61686775845000008 0.45107930900000009 0.56345618395000019 0.44393880420000004 0.56345618395000019 0.56579144335000009 42.580420142950011 0.43837010870000009 0.43694799560000003 40.806664626150003 0.55688452445000014 0.55877069550000014 40.165165956550005 0.43593006200000012 0.42802610700000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 -3 -4 -5 6 -6 -8 9 -9 -11 -12 -13 -14 -15 -16 18 -18 19 28 -21 22 23 -22 25 -20 -27 -28 29 -1
right_child=1 2 3 4 5 -7 7 8 -10 10 11 12 13 14 15 -17 17 -19 24 20 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-2.4234640583109569e-05 0.060760854694515198 -0.10090718560363517 0.055500560569227787 -0.10056692885331782 -0.10068194579217278 -0.10034211653162102 0.064668210647347665 0.074468226431229093 -0.046233767501199514 -0.10108979274137982 0.083149241708959709 -0.10051113924756479 -0.10045587660590534 0.097604934830854445 -0.10026601126797874 0.0075517718804530738 -0.025463768351125095 0.00057070496992476919 -0.075401607422039565 -0.10911039252376389 0.026927314782946989 -0.082350330263425003 -0.038340627823867178 0.086570265800263391 0.016953375795178197 0.084657820914381177 0.0081393563309444788 -0.10938409906221791 -0.020529255232852806 0.027750122185479772
leaf_weight=80.586777806891305 0.15120355737599944 0.023622008049642318 0.034290597567860459 0.016023212613990978 0.008914883714404187 0.011208598982638929 0.022924132404096298 0.035802549969957909 0.035672629356440666 0.02331067647624252 0.026573566392471548 0.025701915650472529 0.01043139120736214 0.010146998942673235 0.010898107925783052 0.23279700863872121 0.65246681692432362 2.683537052608024 0.13889853656291307 0.15371337075703884 0.27099652396009333 0.18071769978774199 0.24416204517250062 0.18145225435932844 1.5655501149158366 0.11911120358854532 0.036706792443786052 0.047324754406872671 0.5309868312842515 0.69845790320671497
leaf_count=2944 15 13 5 23 31 179 38 13 56 37 4 47 11 7 125 362 31 206 4 21 31 56 24 21 72 4 51 3 49 150
internal_value=1.80529e-06 0.0080204 -0.00707381 -0.00268199 -0.00692325 -0.00362103 -0.0011748 0.000867983 -0.00268767 0.00144744 -0.00624495 0.00073943 -0.00681267 0.00229998 0.00652263 0.00273013 -6.00491e-05 -0.0045212 0.000115545 -0.000138582 -0.0174674 -0.001411 0.0195866 0.0508468 0.0111523 -0.0153996 0.0256268 -0.0580473 7.97951e-05 0.000214421
internal_weight=88.7704 0.679522 0.528318 0.504696 0.470406 0.454382 0.443174 0.434259 0.411335 0.375662 0.33986 0.316549 0.289975 0.264274 0.253842 0.243695 88.0909 3.336 84.7549 82.8473 1.03104 0.877329 0.696611 0.452449 1.90759 0.342041 0.203143 0.0840315 81.8162 81.2852
internal_count=4633 966 951 938 933 910 731 700 662 606 593 556 552 505 494 487 3667 237 3430 3296 153 132 76 52 134 62 58 54 3143 3094
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 0 0 0 0 2 1 0 0 0 1 2 0 2 1 0 1 2 1 0 2 1 1 2 0
split_gain=0.00383341 0.0314921 0.0633668 0.0305366 0.127997 0.0878751 0.0276955 0.0361176 0.0223475 0.0198268 0.0168345 0.0312514 0.0229827 0.0186824 0.0153169 0.0111618 0.0999963 0.139167 0.131031 0.0591457 0.0666462 0.110245 0.0546478 0.0288717 0.116722 0.0266749 0.0236516 0.0376623 0.0243252 0.0808709
threshold=0.3447651268000001 0.47673722340000008 0.34515433670000012 0.48368312325000012 0.48149755995000004 0.47811442770000007 0.47736594710000008 0.47568935060000012 0.47709649410000005 0.47396784530000008 41.289992964000007 0.34518427590000006 0.47076434840000009 0.45995628875000011 0.47076434840000009 0.34545372890000009 40.574766824850009 0.47868327295000007 41.037275035300006 0.34491482290000003 0.48077901860000011 0.3453339720000001 42.388109226950007 0.34560342505000002 0.48271009850000007 41.362929270750008 0.34566330350000002 0.34569324270000007 40.767054867700004 0.48458129995000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 9 -3 14 -4 -12 13 -13 -1 16 17 -10 -18 -20 21 25 -22 24 -17 -21 -25 -28 29 -29
right_child=1 8 10 -5 -6 -7 -8 -9 15 -11 11 12 -14 -15 -16 23 18 -19 19 20 22 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=0.00017082320320275948 -0.10283434137472805 0.021113342528342703 -0.0016030921320408992 -0.01543249897195061 0.037274742458866132 -0.024726442716106901 0.01957560299100666 -0.029085055625061803 -0.0042211999691594906 0.014262910092463511 0.055398727759173427 -0.062041264876635131 -0.1011275489752521 0.062116256329791154 -0.022619165115418661 -0.022307445979737394 -0.028111990230439473 0.033634812286485752 -0.017848937893229579 -0.021459552380488842 0.030949674420086233 0.020262574622916488 0.0046795413243065232 0.014306832490536801 0.015177281351287725 -0.004221977067348376 -0.0153808553982238 -0.024303557607566258 0.0023932741093665192 -0.00044708399543486732
leaf_weight=4.3595888029449945 0.082465504400801359 0.51948426809121784 0.52467452888182564 1.4196882686810557 0.85099433548748571 1.5738080229634759 0.75294537469744671 0.41903264391203254 1.7737456380855356 0.98147174479527155 0.027700094960891875 0.029842141798174904 0.066844357161357948 0.020407529198564589 0.31630088016390789 2.3334049820059586 1.6454113644576853 2.1460503875277936 1.2642078005010251 1.4361814236253834 1.4706356967799368 1.6456120626826303 1.7156390103045849 1.1710162442177523 1.2899198709055779 2.3945441769783429 1.558493552613071 1.507840925901976 28.717150531135783 24.659098251370775
leaf_count=510 115 41 76 21 8 28 8 16 14 23 3 97 66 7 11 37 21 45 19 10 29 28 37 8 18 44 28 33 1905 1327
internal_value=8.23809e-07 0.000244047 -0.020122 -0.00177656 0.000318408 -0.00342419 0.00148487 -0.000756812 0.00044229 0.00134142 -0.00993349 -0.0401195 -0.0627155 -0.0116181 -0.00137081 0.00030234 0.00270029 0.0165046 -0.00197556 0.00235666 0.00530543 -0.00138508 0.0168046 -0.000304307 -0.00896272 -0.0106845 0.000240221 -5.16195e-05 0.000383671 -0.00182179
internal_weight=88.6742 78.0004 0.751934 10.6738 9.25414 8.40315 6.82934 6.07639 77.2484 5.65736 0.669469 0.144794 0.117094 0.0502497 4.67589 76.729 15.492 3.9198 11.5722 9.92682 8.66261 5.47634 3.18627 61.2369 3.62332 3.83073 57.6136 56.4426 54.8841 26.1669
internal_count=4633 4008 364 625 604 596 568 560 3644 544 249 173 170 104 521 3603 247 59 188 167 148 82 66 3356 55 54 3301 3293 3265 1360
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 0 1 0 0 2 1 1 1 1 2 0 0 0 2 0 2 0 2 0 2 2 0 2 2 0
split_gain=0.00413987 0.0848698 0.133982 0.115489 0.0705253 0.0750217 0.0628271 0.0601251 0.0186711 0.279114 0.0324096 0.289983 0.0646443 0.135049 0.19395 0.0415921 0.0558276 0.15227 0.0875592 0.0261845 0.104754 0.0323846 0.11541 0.203414 0.0203935 0.147649 0.0615485 0.10809 0.142928 0.0697692
threshold=0.35585760905000008 0.48735067810000005 40.679780036550007 0.49588335680000006 40.722669576350008 0.48032993025000009 0.36265381275000008 0.49820364660000011 0.50035927070000008 36.772607578000013 0.36618664115000005 0.36880632320000012 0.37227927305000003 0.37644082515000005 38.238138001450004 0.50291907430000016 0.5132031975000001 0.51484985480000012 40.767054867700004 0.52157121045000021 40.250747516500006 0.52324780695000006 39.117456157700005 0.52252926560000013 37.572218886150004 37.345948426100009 0.52812790035000023 39.427119987250002 39.955516828000007 0.53017873715000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 -4 -6 -5 -1 9 -8 -10 -12 -13 14 -14 -15 18 -18 -17 20 -19 22 -21 -24 25 -23 27 -26 -29 -28
right_child=1 3 4 6 5 -7 8 -9 10 -11 11 12 13 15 -16 16 17 19 -20 21 -22 24 23 -25 26 -27 29 28 -30 -31
leaf_value=0.00021010237282972474 -0.11159499244457985 0.070848779222973571 0.10191715000328341 -0.032708453953032908 0.017826707166127942 -0.10314525047848822 0.027533025693626763 0.031091384474992323 0.01426644805513671 -0.06347331063892768 -0.11603348241317964 0.023408346130441075 0.019309937834422131 0.041634993799939013 -0.099293625470119606 0.0047279752619227141 0.081518572785543933 0.0083483548560830279 -0.083126020119417665 -0.01451834737858846 -0.04579420639731583 -0.0031785578896266885 -0.0052589073948618439 0.074438549305847451 0.064670076522834949 -0.10773831614968502 -0.044621382620783703 -0.1036133668833637 0.01976525527863995 0.00023677426453179163
leaf_weight=49.239889290013416 0.17737862648558822 0.22703177904889926 0.054258484393358231 0.6029844625518298 0.14425462810724321 0.079526227316819131 0.78358403767197049 0.63864807430945703 1.5809379211141266 0.5913264256107027 0.2154286425443378 1.1742821022635315 0.23952033650129934 0.24249235184879481 0.32490787811411792 0.25363646058394707 0.2306617153299183 0.90924269678908121 0.20524059721356025 0.93465259105141951 0.58873137066132131 2.9336632436058596 0.691667323065279 0.5963905071454576 0.4069954819058228 0.1415696675498167 0.35195577101059683 0.11216937174322084 0.57630193396278528 23.313343893079253
leaf_count=1519 44 40 1 27 118 15 24 43 25 28 29 42 7 13 54 18 11 39 27 22 27 452 22 20 24 21 100 27 202 1592
internal_value=3.39587e-06 -0.000772956 -0.043687 -0.000261721 -0.000364328 -0.0251638 -0.000686553 0.000605508 -0.00017026 -0.0116073 0.000266255 -0.000376358 0.000351592 -0.000467548 -0.0489631 0.000374968 6.46919e-05 0.000564618 -0.0345662 -2.71099e-05 -0.0129307 0.000615938 0.0122317 0.0316422 -0.000311579 -0.00799201 0.000642314 0.0238154 -0.00033624 -0.000430367
internal_weight=88.5627 38.6841 0.455418 38.2287 0.278039 0.223781 38.0017 49.8785 37.3987 1.37491 36.0238 34.4429 34.2274 33.0531 0.564428 32.4887 32.2462 31.7873 0.458877 31.5567 1.49797 30.0587 2.22271 1.28806 27.836 3.07523 24.7608 1.09547 0.688471 23.6653
internal_count=4633 3071 178 2893 134 133 2853 1562 2826 52 2774 2749 2720 2678 61 2617 2604 2559 45 2548 66 2482 64 42 2418 473 1945 253 229 1692
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 0 0 1 2 1 0 2 1 2 1 2 2 0 0 1 0 0 1 0 0 2 1 1 1
split_gain=0.00388141 0.0334785 0.014175 0.0641461 0.106221 0.0145137 0.0540097 0.246715 0.0548823 0.282045 0.0526936 0.0789609 0.0418989 0.0472781 0.0145303 0.0126856 0.0455661 0.0176237 0.0143278 0.0109644 0.0260419 0.0252915 0.058126 0.0527786 0.0321355 0.0527204 0.0418976 0.0276995 0.0220756 0.0969714
threshold=43.735142172100005 43.663128814500006 43.426369480700011 0.48654231910000006 0.38723391515000005 42.783136484500005 0.50947576420000018 0.51809826055000008 0.34626208795000007 43.157831852650006 0.44844465735000011 0.54284302865000023 43.067541470150012 0.34536391125000004 42.759119507950011 0.31060447290000009 49.247968080500009 48.823707093150006 0.3733870243500001 0.61797550970000004 0.49585341755000006 0.54191491270000014 0.54353163080000011 0.39670967935000007 0.55788748840000013 0.58887458460000019 47.309807198350008 0.48522499325000007 0.38512319990000005 0.40115565405000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 14 8 -8 12 -10 11 -9 13 -7 -1 16 17 18 -2 21 -21 28 -23 -24 -25 27 -27 -26 -17 -30
right_child=15 -3 3 4 -6 6 7 10 9 -11 -12 -13 -14 -15 -16 19 -18 -19 -20 20 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=0.00013264013161979344 0.031654239806481799 -0.022099133128515636 0.063826857373733822 -0.05826054460567498 0.042411097953677222 -0.011678125921022769 0.10217405001835141 -0.10300181666031556 -0.096953656878119465 0.0096987682492955755 0.0085237133164444891 -0.0022438559506661056 -0.012302283630035465 0.023562490274493201 0.015008313990390348 0.0050094561773674495 -0.10081160489061321 0.10024703979783747 -0.1004197646035635 -0.0763760030711957 0.0015860647019715617 0.093375003645551263 -0.10076176557801907 0.068918572589933752 -0.10090403431342621 -0.015803580054838173 0.07171982376164307 -0.0028318668094696776 -0.074204715454233475 0.0011385510265446159
leaf_weight=73.278337345051156 0.023969886533444007 0.69175358206984938 0.18758884658085051 0.20391712617129087 0.21564245179490626 0.65377333021643902 0.2519259564578531 0.12831799110608699 0.39149662780607764 0.67629483807405677 0.56775983959542842 0.19746939885226311 2.3354491783018378 0.91139718312979312 0.66256950742524523 4.6158703209091527 0.050772942660842091 0.021679732482880354 0.012495809338794572 0.058432209698707882 0.16062252056281068 0.098786353599280008 0.040057411878024141 0.10010020277960052 0.055986939348713349 0.098249475494412764 0.12337574575398946 0.059305324807269244 0.19778652753620907 1.2532248831875969
leaf_count=3018 8 16 35 7 38 37 5 24 33 22 43 30 84 36 17 298 14 3 57 23 182 6 39 22 123 26 59 51 121 156
internal_value=3.91278e-07 -0.000193655 -5.79414e-06 0.0152162 -0.006518 -0.000121241 -0.00480375 0.0147709 -0.0093167 -0.0294044 -0.00987151 -0.0419294 -0.00381771 0.00884245 0.000265938 0.00226506 -0.0315948 0.0288458 -0.013604 0.00280252 -0.0192101 0.00352842 0.0235564 0.0090993 0.0191693 0.00438843 0.0329195 -0.0504566 0.00162739 -0.00913145
internal_weight=88.3244 81.3537 80.6619 0.607148 0.41956 80.0548 6.11388 1.14547 4.96841 1.06779 0.893547 0.325787 3.90062 1.56517 73.9409 6.97072 0.108918 0.0581454 0.0364657 6.8618 0.219055 6.64274 0.575861 0.477075 0.437018 0.336917 0.221625 0.115292 6.06688 1.45101
internal_count=4633 3445 3429 80 45 3349 314 102 212 55 97 54 157 73 3035 1188 82 68 65 1106 205 901 326 320 281 259 85 174 575 277
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 2 2 1 2 0 1 1 0 1 1 2 2 1 2 2 2 1 0 1 2 1 0 2 2 2
split_gain=0.00424992 0.030085 0.0370067 0.0408221 0.147195 0.0660904 0.124354 0.185041 0.111447 0.277744 0.0831203 0.0639989 0.115237 0.0341361 0.0993036 0.0517545 0.0340104 0.104298 0.0586558 0.130336 0.1128 0.0708362 0.057501 0.182852 0.0568065 0.0449033 0.0961022 0.0419689 0.0387856 0.0906384
threshold=0.53998383280000006 0.41917906650000009 0.54088200950000009 40.806664626150003 0.42111014640000005 40.003678352300007 39.571921479100006 0.41997245590000004 40.574766824850009 0.55688452445000014 0.42039160505000012 0.44765126795000004 0.56065686655000013 0.42039160505000012 0.42111014640000005 39.198779702000003 42.320906304050006 0.42473279245000012 41.16018805045001 41.319407281650008 41.835830569250014 0.45824975300000009 0.54986377655000018 0.43584024430000007 42.409092016550012 0.4417083321000001 0.57299182660000014 40.890797847750008 42.455548714850003 42.477827694800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 7 -4 9 -7 -8 -11 -13 -9 -15 -16 18 -18 27 -20 21 -21 -22 -24 -19 -25 -27 -6 -26 -30
right_child=1 2 3 4 16 8 10 13 -10 11 -12 12 -14 14 15 -17 17 24 19 20 22 -23 23 25 28 26 -28 -29 29 -31
leaf_value=0.00032696942296230177 -0.0091000009140380905 0.051664217981523208 -0.11006502629882152 0.064702779084245696 0.0093712302559124782 -0.11216102517234261 0.096982437549557432 0.048029571961858523 -0.0048228175088112189 0.075923134042996054 0.0061934758205859251 0.10151699577105977 -0.10517397586753703 -0.10769495716331004 0.0074194966055463165 -0.031020854604837434 -0.11146518580733807 -0.069855977959322885 0.090839363027119105 -0.070317961054252628 0.10180826534122585 0.050781324051414861 -0.10376817585188261 0.1015669087158539 0.055185212933676897 0.10097308885580158 -0.10116786172947122 -0.022731236661876847 -0.10472301520160542 0.0013333913565419498
leaf_weight=72.148286981363498 3.9104789735636052 0.14240373810753126 0.15769044078615468 0.39834363239788206 1.3495312370168906 0.35975697776302684 0.21487802872434247 0.14702771790325675 1.3626080477836806 0.125745217083022 0.19001607153835121 0.043272670358419418 0.071616523037335789 0.085247225593775844 2.4174958314031261 0.40958714179118505 0.089923059203499967 0.1191129792760609 0.25717267355125262 0.21082655497593805 0.11030582152307034 0.062658618302243951 0.088978257030248642 0.13675655052065849 0.12461168985191795 0.053556973114609718 0.041934798851372079 0.58324143679703855 0.083071625937009563 2.6888807115989479
leaf_count=2782 177 5 8 28 27 12 4 4 40 7 40 1 78 4 530 38 16 13 17 25 3 58 6 4 8 2 63 44 6 583
internal_value=-3.24387e-07 -0.0014728 0.000986824 0.000384626 0.00583725 -0.00586268 0.00214578 -0.00442777 -0.0206391 -0.0565348 0.0543753 0.0266283 -0.0273244 0.00101715 -0.00135625 0.00185027 0.0019295 -0.00533923 0.0097271 0.0299012 0.00767247 -0.0425727 0.0395155 0.0181249 -0.00217471 0.0648241 0.0122038 -0.000316142 0.000608494 -0.00184497
internal_weight=88.185 16.0367 12.1263 11.9838 6.39891 5.58494 3.62194 3.21705 1.963 0.600391 0.404894 0.240634 0.114889 3.05936 2.91233 2.82708 6.00056 3.1056 2.89496 0.96219 0.705018 0.273485 0.431532 0.321227 3.01568 0.232248 0.0954918 1.93277 2.89656 2.77195
internal_count=4633 1851 1674 1669 903 766 628 584 138 98 44 86 79 576 572 568 875 626 249 178 161 83 78 75 610 69 65 71 597 589
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 2 2 1 0 0 1 1 0 0 0 2 0 0 2 2 0 1 1 2 2 1 1 2 0
split_gain=0.00421219 0.0437881 0.0310215 0.0249363 0.0668233 0.0416509 0.0253532 0.11087 0.0700261 0.134397 0.0886188 0.0304446 0.108139 0.0302513 0.0554926 0.0382856 0.0428612 0.0236782 0.0218658 0.0216651 0.0213638 0.0212835 0.0196899 0.124014 0.0440106 0.0404385 0.0175266 0.0975998 0.0289274 0.0678903
threshold=0.41808628485000005 0.4172030777500001 0.41917906650000009 0.42111014640000005 0.54088200950000009 0.54353163080000011 38.911218973650008 38.621016321050007 0.42307116555000007 0.54413041525000005 0.5541600551000001 0.42307116555000007 0.42802610700000004 0.5485614203000001 0.55877069550000014 0.56300709560000006 37.688226470200007 0.54504356155000011 0.55619592225000014 37.572218886150004 40.621691032550004 0.56748300950000019 0.40437412050000004 0.41625999220000004 43.847983878700006 44.202975721700007 0.46280051495000007 0.46636328255000009 40.806664626150003 0.56685428580000019
decision_type=2 2 2 2 2 2 2 2 2 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 -2 5 20 -4 7 11 -8 -10 -11 -6 -13 -14 -15 -16 19 -7 -12 21 -5 -17 -1 24 -24 -26 28 -28 29 -20
right_child=2 -3 3 4 6 17 8 -9 9 10 18 12 13 14 15 16 -18 -19 26 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00017814881783963623 -0.013844159841239734 0.017364995947580772 -0.0044674319509101423 -0.0067299102371349258 0.018604358352076598 0.042891268212303005 -0.037822933936048665 0.080123488963974213 0.069840570273651967 -0.038925081372054283 0.038521013064463053 -0.11001971449208003 0.075279469802143575 -0.10262376616364546 0.077233188077892798 -0.10302746510512284 -0.10120060814487981 0.010950159945349709 -0.047371702772129071 0.0099904022135166998 -0.097209449751352789 0.0082279876119435557 -0.092518344200366476 0.0030267482492217189 0.083741024273752893 -0.10031052284938456 0.088707887521905948 -0.0073598357994790241 0.0022450024067233675 -0.0019897162217993656
leaf_weight=71.340941086220681 1.8007455809565645 1.4733365462489008 0.89091498573543393 0.035891014344087924 0.59680825658142445 0.43276603729464114 0.54143892246065473 0.2008116015139193 0.26153509630239558 0.63181560139702231 0.14577543595805753 0.097418621553742923 0.051961448072688654 0.052664596464815361 0.064488402686038171 0.035793015069088996 0.042041458259827635 0.50049226403132252 0.43221085906043288 0.53678299453213185 0.095624985808718144 0.033092521226425642 0.21712383718804651 1.0848444521708416 0.030410506995394826 0.019651908776971538 0.13994257730155357 0.43286705011536952 4.3628000671914151 1.3890395655184873
leaf_count=2655 32 17 17 9 4 23 24 16 10 38 16 10 7 34 8 17 65 20 45 10 113 318 65 16 6 48 13 644 268 65
internal_value=-1.04032e-06 0.000297503 -0.00160486 0.000231036 -0.00169816 0.010998 -0.000771346 0.0103135 -0.00304732 -0.000632117 -0.00307836 0.00103609 -0.0104323 0.001445 -0.00357099 0.00375362 -0.00356228 0.0257617 0.000202783 0.00321512 -0.0725174 -0.0495805 -4.84197e-05 -0.0120035 -0.07303 0.0114919 -0.000623911 0.0161104 -0.00217396 -0.0127596
internal_weight=87.972 74.1663 13.8057 12.005 10.1808 1.82417 10.0493 1.71186 8.33743 7.79599 7.53445 1.51105 0.914243 0.816824 0.764863 0.712198 0.64771 0.933258 6.90264 0.605669 0.131516 0.0688855 72.693 1.35203 0.267186 0.0500624 6.75686 0.57281 6.18405 1.82125
internal_count=4633 2807 1826 1794 1734 60 1612 489 1123 1099 1089 473 469 459 452 418 410 43 1051 345 122 335 2790 135 119 54 1035 657 378 110
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 0 1 1 1 0 0 1 1 1 0 0 0 2 0 2 2 2 1 0 0 0 0 0 0 1
split_gain=0.00424511 0.0676997 0.0189773 0.0612235 0.0586789 0.0239817 0.0212782 0.0600229 0.0397317 0.0166983 0.0257587 0.0164045 0.0924632 0.0870613 0.0591201 0.03182 0.0734948 0.0594703 0.0415681 0.0610323 0.031319 0.164173 0.0868911 0.0654683 0.0527694 0.0375175 0.0288644 0.112253 0.130987 0.066857
threshold=39.788107623550012 39.683197198900011 0.46735127690000006 39.476991512000005 37.345948426100009 0.4560492201000001 0.3459626957000001 0.35799826355000003 0.3447651268000001 0.4413939702500001 0.41973294215000007 0.39019789825000006 0.38906020780000011 0.39048232090000007 0.52290350590000012 0.52324780695000006 0.51484985480000012 37.892416320650007 0.50218556330000019 36.257608591500009 36.377496227400009 35.119813570500007 0.3975479776000001 0.54413041525000005 0.52769378160000013 0.53866650695000018 0.54088200950000009 0.54450465555000005 0.54585192060000021 0.43967246490000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 9 8 -8 -4 10 -1 12 15 -13 -15 16 17 18 19 -9 21 23 24 -16 -22 -24 -27 -28 -29 -30
right_child=-2 -3 6 -5 -6 -7 7 11 -10 -11 -12 13 -14 14 20 -17 -18 -19 -20 -21 22 -23 25 -25 -26 26 27 28 29 -31
leaf_value=-0.10045884945815851 0.00038869448955158132 -0.032746796364130755 -0.0005750308367922616 0.10051664751289641 -0.10394327784172581 0.099275285715055117 -0.042029184078775927 -0.001863427392051465 0.020747955723438488 -0.10094223792481583 0.088238171898882403 0.0275463860653863 -0.036208780478193696 -0.034826188916101487 0.073894478016323303 -0.018915652140851121 0.030611643299009922 -0.026364611161233998 -0.013716472131710775 0.031661441742645069 0.00097122915578044897 -0.10322739318372152 -0.023668008746790922 -0.0095727263504344698 0.048853260888456762 0.010842180079155734 -0.034964189379797721 0.066590168023697049 -0.034448990450827693 0.0071568989828091796
leaf_weight=0.011363234630889035 66.791486863076841 0.66058491240846606 2.5452602692385002 0.030198636585055283 0.098955259614555757 0.022860465442985145 0.35735441900942788 1.4201066337166706 1.3307354075368492 0.018133938379905096 0.019909157354246254 1.1743907704949368 0.80384725192561735 0.50146405400118865 0.11581621522418606 0.7666086263488977 0.80525766860228021 0.82853203723061586 0.97132214141311113 0.87924520357046265 0.37374092909431045 0.176640078385077 0.69124790527416724 0.4982387401248034 0.59913225561467698 1.9355143476241208 0.89044852001825381 0.31566244432178825 0.49973301579973428 1.7003512628892847
leaf_count=121 3266 34 41 3 46 14 30 40 28 21 19 12 27 25 11 14 29 30 28 26 31 79 56 247 18 16 15 8 74 224
internal_value=-1.51925e-06 -0.0012401 -0.000218961 -0.0307618 -0.0539155 0.0145877 8.5883e-05 -0.00149732 0.00674573 -0.0245975 0.0196726 -0.000589062 -0.00446833 0.00206264 -0.001544 3.07218e-05 0.0029922 -0.00243343 0.00362885 0.0109561 0.000596678 -0.0182693 0.00272593 0.00616993 0.0304588 -0.00174626 0.00109054 -0.00445067 0.00634959 -0.00229357
internal_weight=87.8341 21.0427 20.3821 0.201421 0.171222 0.0722668 20.1807 16.3047 3.876 0.0494063 0.0312724 15.9473 6.47492 9.47238 8.29799 5.67107 4.90446 4.09921 3.27067 2.29935 7.79653 0.790695 7.00583 0.614055 0.972873 6.03296 5.34171 3.4062 2.51575 2.20008
internal_count=4633 1367 1333 224 221 175 1109 1040 69 161 140 1010 194 816 804 167 153 124 94 66 779 337 442 258 49 393 337 321 306 298
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 2 1 0 2 2 0 0 1 1 2 2 1 2 1 0 1 1 2 2 1 0 2 2 0
split_gain=0.00423282 0.0630684 0.0182083 0.0663205 0.0905887 0.125111 0.0193507 0.0209831 0.0741142 0.108655 0.0615977 0.102638 0.24828 0.0605152 0.0295506 0.0405293 0.0511611 0.0797134 0.0329244 0.0271851 0.0208948 0.0419773 0.0352614 0.01763 0.0555364 0.0658481 0.197798 0.0581458 0.0445268 0.112641
threshold=41.184662530950007 41.16018805045001 40.94178426300001 0.34527409360000011 0.5206281249000001 0.42307116555000007 40.858951393400005 0.41808628485000005 0.57559653900000007 40.722669576350008 40.00488309970001 0.54413041525000005 0.56685428580000019 0.43349001525000008 0.41861022125000008 39.571921479100006 38.751720283100006 0.44844465735000011 38.238138001450004 0.4172030777500001 0.54413041525000005 0.4529056016000001 0.43540612555000008 39.896141435400004 39.427119987250002 0.34524415440000006 0.50452082270000009 39.262923716450011 39.525197829750006 0.52432561900000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 19 10 -10 14 -12 13 -13 -9 16 18 -18 20 23 -16 22 -22 24 27 -26 -27 -1 -28 -30
right_child=-2 -3 3 4 5 -7 -8 8 9 -11 11 12 -14 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.00084799339160808874 -0.00071496850229929446 0.036657793630046433 -0.011775861289142583 0.035029748747713384 0.031849719142306512 -0.043930665936856156 -0.012192002444660205 -0.019190626096981342 -0.068001032848785822 0.096953223372129582 0.0026067138539407481 -0.11023006647416761 0.0053144306648235887 -0.050476519952726562 0.015353609240099909 0.022574825062735407 -0.046920724094566574 0.0021646392937604937 0.031326210106468362 0.014634308599068547 -0.10345856593447296 0.0012812555677553545 0.0019698260424984618 0.0032065871420323502 0.010856737601300303 -0.072305109239690246 -0.032484644178070871 0.022879269183241912 0.042916312948276622 -0.02005485664505692
leaf_weight=12.85480319309333 42.652295604435935 0.48189546395775451 1.1629343529572929 1.2622445113083816 0.4262466100626624 0.44563491994712479 1.3212988184260996 0.66482868889579627 0.053902676256308513 0.15406813144443277 1.1783699283687386 0.34035661217058055 0.67146508202858968 0.33760404746681161 0.57176595790588203 0.87844433313739489 0.52158924550167263 0.9047082043653063 0.50210992561187584 1.4414429484859272 0.079132318960212444 0.57904178656268712 0.052951982681008758 14.040156780076044 0.78617101488634888 0.59134074015960925 0.42284722754266102 1.1230481909396974 0.47595337027451001 0.70456879545236006
leaf_count=619 2600 22 24 34 10 34 37 9 491 11 11 17 15 27 13 27 29 28 18 13 60 28 24 289 25 26 26 19 32 15
internal_value=-1.06296e-06 0.000675133 0.000285901 0.00743703 0.0179066 -0.00688305 -0.000285653 0.000108326 -0.00466228 0.0541997 -0.00634327 -0.0189566 -0.0377866 -0.0804746 0.000362689 0.00354128 -0.00166531 -0.0157856 0.00961745 0.00120984 0.00112087 -0.0103227 -0.0611928 0.000585605 -0.00158431 -0.0139763 -0.0228717 0.00105837 -0.00464017 0.00533335
internal_weight=87.6832 45.0309 44.549 3.29706 2.13413 0.871882 41.252 39.9307 7.49034 0.207971 7.28237 2.5278 1.34943 0.677961 4.75457 4.08974 3.2113 1.4263 1.785 32.4403 1.28289 0.711126 0.132084 30.9989 16.9587 2.98088 2.19471 13.9779 1.60337 1.18052
internal_count=4633 2033 2011 102 78 44 1909 1872 808 502 306 70 59 44 236 227 200 57 143 1064 125 112 84 1051 762 124 99 638 73 47
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 0 2 1 2 0 1 0 2 2 2 2 2 0 2 1 2 1 2 1 1 0 2 2 0
split_gain=0.00437567 0.0399837 0.199842 0.0863291 0.0270376 0.0972421 0.184574 0.115028 0.0814581 0.0722512 0.140276 0.0644489 0.052494 0.0523858 0.124832 0.0210489 0.0177609 0.0710526 0.0661337 0.0523464 0.0598847 0.221207 0.209041 0.0714851 0.111716 0.0664559 0.0548728 0.0512834 0.0665913 0.101934
threshold=0.34575312120000007 0.48588365620000007 42.388109226950007 0.48368312325000012 0.48735067810000005 0.35585760905000008 0.48458129995000004 40.679780036550007 0.34626208795000007 42.546237522150008 0.48265022005000008 0.3584174126500001 0.48119816770000007 41.362929270750008 40.636252116050009 41.741384785950011 40.574766824850009 40.165165956550005 0.47868327295000007 40.722669576350008 0.34479506600000004 41.600558339100012 0.34446573455000007 41.542492784600007 0.34530403280000005 0.34506451900000007 0.47568935060000012 41.909642283050012 42.686561923500008 0.48104847160000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 5 6 9 -7 -6 13 -11 -9 -13 14 -2 -15 17 -1 -19 -18 21 22 -21 24 25 -22 -23 -25 29 -29
right_child=4 2 -4 -5 8 7 -8 11 -10 10 -12 12 -14 15 -16 -17 19 18 -20 20 23 26 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.0032983697161772275 -0.017009045976685462 0.052164158236302799 -0.017932479643962961 -0.025300132946005523 -0.02686008047945488 -0.10968909312739719 0.04106823229878398 0.0794907167741844 0.00029192275970544109 0.0027378978905758041 0.094265549032901241 0.0066942699658431625 -0.1030553783025545 -0.020383086845333007 0.035824311116663253 -0.0044508797204201051 -0.029183277258230556 0.00311899366790689 0.02993249580522386 0.0048093788319379313 -0.045125948312969844 0.001753209386749716 0.085243732356041726 0.01616223832105914 -0.002193229672296358 -0.013673749516844464 -0.028639747167823061 -0.064659739815052311 0.0027587830495548814 -0.0019272808591956191
leaf_weight=6.8791461562325811 0.83893256367392932 0.75483865709975251 0.8818969305139035 1.4709170660935331 1.1340530738234509 0.15441877032188145 1.4125189650803802 0.072191445957287215 43.010405333002119 0.58717254637219429 0.23425043886527419 0.1258876792139656 0.066658484181743916 1.2210291600786152 0.95776466467941646 2.5843008700758219 0.69530151096387527 2.3399457120849552 1.5156635157763956 0.66613470637469141 1.2067774386960066 3.3203460601383368 0.62745724432170391 1.9718201768118886 4.734192110132426 1.515349505489439 0.72346762383494922 0.4026359055751525 4.6755339937910207 0.72619111835956573
leaf_count=293 31 34 16 37 7 44 24 10 2996 52 60 112 12 30 9 33 67 34 29 38 19 304 11 27 34 30 23 79 131 7
internal_value=-2.11331e-06 -0.000866014 0.0143951 -0.00161229 0.000576698 0.00582956 0.00833976 -0.0410975 -0.000405601 0.00114275 0.0288394 -0.00108877 -0.0313005 -0.0029184 0.0111548 -0.0095631 -0.000523445 0.00279242 0.0136595 -0.0021973 -0.00128513 0.00782999 0.0438241 -0.00447903 -0.0114749 -0.0276172 -0.00368431 0.0022291 -0.00250417 -0.024303
internal_weight=87.5072 35.1076 1.63674 33.4709 52.3996 8.25513 7.83597 0.419156 44.1445 6.42345 0.821423 0.264738 0.192546 5.60203 1.7967 3.80533 32 10.7348 3.85561 21.2652 20.5699 5.33741 1.29359 15.2325 7.45632 2.72213 4.04381 7.77618 5.80436 1.12883
internal_count=4633 1213 50 1163 3420 417 239 178 3003 215 112 134 124 103 40 63 1126 356 63 770 703 376 49 327 83 49 327 244 217 86
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 2 1 2 2 0 1 1 0 2 0 1 2 0 0 1 2 0 0 1 2 2 2 0 2 2
split_gain=0.00436613 0.0395386 0.0432991 0.0265869 0.00775572 0.026928 0.0134718 0.0773268 0.0582385 0.0239571 0.0149122 0.0567364 0.0481631 0.0601847 0.0445575 0.0333971 0.0315069 0.0149262 0.0131834 0.0356513 0.0576321 0.0146615 0.0124819 0.0247494 0.0121312 0.0346448 0.0117078 0.119681 0.0535075 0.0686555
threshold=0.39672464895000009 48.823707093150006 0.39587138110000003 0.3733870243500001 43.735142172100005 43.663128814500006 0.34527409360000011 43.813842866750008 44.749265482150008 0.47721625100000004 0.38512319990000005 0.38772791230000009 0.48634771415000005 44.131787411600008 0.52366695610000014 0.39170982905000007 48.109449608500007 0.5054040298000001 0.53312775065000018 0.40651477500000005 48.96897326980001 0.53866650695000018 0.47076434840000009 0.36166581840000006 43.426369480700011 43.521589032450009 42.783136484500005 0.48001556840000009 43.022303514600004 43.067541470150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 -6 22 12 -12 -11 -14 -13 -16 17 -15 19 20 -17 -20 23 -9 26 -26 -2 28 -28 -30
right_child=4 -3 -4 -5 6 -7 7 9 -10 10 11 14 13 16 15 18 -18 -19 21 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.020639014956138006 0.00024297142880434108 -0.033300443934435008 0.015036771296888296 -0.10405991400513388 0.039967670777441677 -0.019752430209265096 -0.067911238064543175 0.089092256477244974 0.0018293009203734533 -0.0076667824610030843 -0.10318261305081436 -0.10264868535832883 0.080180901931210344 -0.10205701353504928 0.058696258439879717 -0.10106418193840105 0.03150454751655362 -0.0054530770235976618 -0.049862845101772899 0.079395621171294256 0.10078492473526755 0.00081369777476381305 -0.10088243263443289 -0.10240296541014889 0.042077500111111645 -0.0068140465730902322 -0.10807704404648061 -0.00093820290553357387 0.030152920078058539 -0.091016810774768628
leaf_weight=0.025297741492964709 73.124008796309965 0.36335082664663787 0.67407395018062743 0.052749452944962805 0.49039407137570679 0.6962182795375601 0.16294503663516513 0.013142948340828631 2.18163510763452 0.41145831072935868 0.052202166741608713 0.039612299324801703 0.19569205399602652 0.033729226590367034 0.10743404533059253 0.037489408889996301 0.11297142414605332 0.030417904554496999 0.059051249379990511 0.071923821303645497 0.022716483101248741 1.719459065971243 0.033043228779206402 0.01387339202642579 0.25487342117241851 0.33600229227249656 0.14561708798062056 5.7130366473617471 0.098648059567494784 0.088903637358871634
leaf_count=18 2939 30 15 167 26 14 13 60 74 25 11 60 13 7 8 89 16 39 19 83 1 531 17 4 27 39 32 187 3 66
internal_value=2.88642e-06 -0.00621336 0.00687245 -0.0636408 8.32845e-05 -0.000171086 0.00361849 -0.000847782 0.00882879 0.00285122 0.00414848 -0.000227877 0.015922 0.0419562 0.00238402 0.00444568 -0.000276999 -0.0562484 0.00139521 0.0318708 -0.0249038 -0.000868898 -0.0596611 -0.00924409 -1.64296e-07 0.0142753 -0.000106707 -0.00433579 -0.0625961 -0.0272842
internal_weight=87.362 1.11547 0.752121 0.0780472 86.2465 80.4573 5.78919 3.11716 2.67203 2.95422 2.89416 2.10989 0.784269 0.372811 2.05769 2.01807 0.177119 0.0641471 1.91064 0.13213 0.0602059 1.77851 0.0600596 0.0270163 79.7611 0.590876 79.1702 6.04621 0.333169 0.187552
internal_count=4633 230 200 185 4403 3307 1096 996 100 983 902 802 100 75 791 731 62 46 723 173 90 550 81 64 3293 66 3227 288 101 69
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 2 2 2 1 2 0 2 0 1 0 0 0 2 0 2 1 1 1 2 1 2 0 1 1 1
split_gain=0.00458466 0.00954771 0.113793 0.0626102 0.0269481 0.00440076 0.023682 0.0216731 0.0175992 0.0648555 0.0350411 0.0422846 0.0234576 0.0342058 0.0207073 0.0651953 0.0613363 0.0347258 0.058884 0.0100896 0.0394888 0.112078 0.118362 0.0115569 0.00827974 0.00883043 0.00798055 0.078982 0.00941734 0.0527541
threshold=49.292797572200008 0.31118828780000007 49.064150740050003 0.39614083410000006 44.952171034750002 43.735142172100005 48.96897326980001 43.663128814500006 0.34527409360000011 43.813842866750008 0.39672464895000009 44.701063782750005 0.47774018740000007 0.36510882910000009 0.50913146310000013 0.52366695610000014 0.48634771415000005 44.026978245600006 0.50452082270000009 43.384297312450009 0.34626208795000007 0.35585760905000008 0.39814676205000005 43.276780833950006 0.39170982905000007 48.393869453650005 0.53447501570000011 0.40651477500000005 0.43593006200000012 0.44618424600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 8 19 10 -10 -7 -12 13 -11 16 -16 -14 -18 -19 23 -21 -22 -23 -3 -17 26 27 -26 -28 -30
right_child=-2 5 -4 -5 -6 6 -8 -9 9 12 11 -13 14 -15 15 24 17 18 -20 20 21 22 -24 -25 25 -27 28 -29 29 -31
leaf_value=-0.10040085374300992 -0.0053833839545055877 5.2132992545841769e-05 0.064550866960411346 -0.093205628173053251 0.082240039676489088 -0.0049636521217965961 -0.03360700037333457 -0.017658739892106437 -0.063089439119396656 -0.084204701279602806 0.046356420709239454 0.0075893124012497218 -0.0052876703360907112 0.034412251537378799 -0.10232166661492435 0.022810881490152118 0.097476242366993454 -0.058510346772438243 0.08565709883504137 -0.019239771698684436 0.10113374136590197 -0.075599774338310291 0.045549503201523851 -0.0095082580220013473 -0.10096273459713437 -0.02797540489081762 -0.003923839564951518 0.079807420284666905 0.084814051541871327 -0.0063654333739570886
leaf_weight=0.010212018066851125 1.5531423369164929 77.681502617981934 0.20750486849647132 0.10367346367236507 0.038668092784064356 0.78658664412797108 0.17125149680487073 0.70064123263637057 0.15812231925679077 0.069911380606754725 0.45156987430527784 0.74642113529262133 0.35161439422518048 0.037272364243108314 0.060557651742101259 0.19140019835549527 0.12270741424254084 0.051428339939029399 0.063081814494125865 0.26798037903154082 0.14789621904492378 0.13529224640842585 0.19964974329070628 1.2853421918274524 0.033954169347907626 0.099897897082882881 1.098355406983728 0.083876212347604451 0.082624248228967079 0.2734955361536322
leaf_count=132 314 3198 15 60 13 9 28 14 13 87 18 45 14 3 40 30 8 38 9 14 6 21 37 29 89 27 47 38 6 231
internal_value=1.15519e-06 9.8725e-05 0.0163486 -0.0492167 0.0440828 3.01752e-05 0.00292904 -0.000147687 0.00424271 -0.000894838 0.011435 0.0222022 0.00285848 -0.0429565 0.00481257 -0.00020902 0.0212219 0.0605156 0.0209092 6.21825e-06 0.0115438 0.028629 -0.00338601 -0.000103481 0.00310912 0.000854061 0.00268577 0.0277164 0.000657976 0.0147893
internal_weight=87.2656 85.7125 0.360058 0.152554 0.0488801 85.3524 4.93413 80.4183 4.76288 2.7783 1.98458 1.19799 2.62018 0.107184 2.51299 1.92416 0.588832 0.237218 0.11451 79.7177 0.750819 0.482838 0.334942 78.9668 1.8636 1.6722 1.57231 0.11783 1.45448 0.35612
internal_count=4633 4319 220 205 145 4099 780 3319 752 680 72 63 667 90 577 508 69 55 47 3305 78 64 58 3227 468 438 411 127 284 237
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 1 0 2 2 1 0 1 0 1 1 1 1 1 0 2 2 0 2 0 2 2 1 2 0 0
split_gain=0.0037704 0.0498209 0.0162369 0.0489287 0.0745877 0.102795 0.0174675 0.114141 0.29795 0.0921222 0.0801465 0.0642799 0.0719748 0.0543706 0.0682565 0.0479163 0.0467943 0.0456718 0.0788397 0.124564 0.150118 0.0456612 0.0363041 0.0754001 0.0590688 0.0259033 0.0205257 0.0188447 0.0397705 0.0211722
threshold=41.184662530950007 41.16018805045001 40.94178426300001 0.34527409360000011 0.5206281249000001 0.42307116555000007 0.48149755995000004 40.574766824850009 40.806664626150003 0.34560342505000002 0.47905751325000007 0.34494476210000008 0.47868327295000007 0.34494476210000008 0.34542378970000004 0.34548366815000003 0.34515433670000012 0.35986946500000005 0.48458129995000004 40.722669576350008 40.165165956550005 0.49688632075000011 39.032633164100012 0.47604862130000009 39.788107623550012 40.250747516500006 0.34377713240000007 40.806664626150003 0.49820364660000011 0.50035927070000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 7 9 15 11 -11 22 -13 -8 -15 16 -9 18 -16 20 -20 -19 23 26 -24 -26 -1 28 -23 -30
right_child=-2 -3 3 4 5 -7 13 8 -10 10 -12 12 -14 14 17 -17 -18 21 19 -21 -22 27 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.004750590766803251 -0.00067365324907149929 0.033183543540318841 -0.0092948858020259605 0.032021742010566866 0.028946617564035267 -0.040170734187815346 0.019223976333393702 -0.08579704442332009 -0.13449996144954748 -0.011943880735612812 -0.082971690275634447 0.00088348924833657006 0.031491509372002971 -0.034522570090791779 0.0013103342660601086 0.0095634749691383119 0.0040492458304172011 -0.034315402678341989 0.014504009430828078 -0.0088102734708178573 0.10185315707052314 0.035953402156157881 -0.031695089502684334 0.050426741284602096 0.014307194889914894 -0.012887614055164138 -0.01674250811727784 0.010739242264866073 -0.01591621261421473 -0.00096209913156357113
leaf_weight=1.3015706809452245 42.392216625037392 0.46558691891539083 1.1693382646355268 1.2322704571561192 0.42150041012791906 0.43959325256378179 1.5399315888062144 0.12563542659427118 0.23444908973708811 0.5175827063489481 0.22922115784786001 1.7779414444131707 1.3528332922141997 0.56335523887537675 2.9982344107702401 0.5626599257811904 0.10762877762317657 0.40499754850088976 0.41919400823826414 0.48672971501946449 0.37077361764386296 0.28542200569064036 0.99119916860945556 0.31043213978409756 0.67492710107580911 0.72810466307601018 0.67462441999241396 1.4154165748427363 0.98936368038994515 21.992688874986641
leaf_count=157 2600 22 24 34 10 34 12 66 10 55 14 31 20 5 21 7 3 26 28 4 22 9 26 7 14 36 41 40 27 1228
internal_value=2.29137e-06 0.000642147 0.000300277 0.00709008 0.0162426 -0.00633819 -0.000239319 -0.00397588 -0.0354199 -0.000190247 -0.0337449 0.00301763 0.0141095 0.00089934 -4.36032e-05 -0.0062347 -0.0443417 0.00061791 0.0101721 0.0309833 0.0555016 -0.0010101 -0.00440111 0.00461046 -0.0130077 0.000194423 -0.00258662 -0.000463628 -0.00114513 -0.00160586
internal_weight=87.1754 44.7832 44.3176 3.2627 2.09336 0.861094 41.0549 9.58881 1.03037 8.55844 0.746804 7.81163 3.13077 31.4661 29.9262 0.795924 0.233264 29.3628 4.27493 1.2767 0.789968 25.0879 4.68086 2.28663 2.39423 1.40303 1.9762 24.6829 23.2675 22.9821
internal_count=4633 2033 2011 102 78 44 1909 487 86 401 69 332 51 1422 1410 76 69 1405 75 54 50 1330 281 205 76 50 198 1304 1264 1255
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 1 0 2 1 1 0 0 0 2 0 2 2 0 0 0 1 1 1 2 0 0 0 1 1 2
split_gain=0.00386803 0.12309 0.0701522 0.10092 0.0393635 0.0305273 0.0594798 0.0841043 0.0880162 0.0672413 0.0288234 0.0994759 0.0274137 0.192711 0.0354031 0.077038 0.0252759 0.28241 0.218598 0.0975378 0.206181 0.0956412 0.190449 0.048109 0.246572 0.320432 0.034317 0.0302321 0.113068 0.376002
threshold=0.34708541665000009 0.3465914194000001 0.48389269780000005 0.35585760905000008 0.47976108500000009 0.34900152690000003 0.49688632075000011 40.806664626150003 0.35986946500000005 0.35585760905000008 0.49820364660000011 0.49877249185000011 0.48588365620000007 41.444941515100005 0.48368312325000012 41.835830569250014 36.165040341950011 0.50035927070000008 0.50035927070000008 0.50452082270000009 0.37323732825000006 0.36510882910000009 0.36618664115000005 37.232443001650005 0.52290350590000012 0.53017873715000008 0.5218855723000001 0.37227927305000003 0.37820723930000005 37.892416320650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -2 -5 -4 7 8 -7 -8 -11 -12 14 -14 -1 -16 17 -13 -18 -19 -21 -20 -23 24 -24 -26 -22 -25 29 -29
right_child=2 -3 5 4 -6 6 9 -9 -10 10 11 16 13 -15 15 -17 18 19 21 20 26 22 23 27 25 -27 -28 28 -30 -31
leaf_value=-2.6006300134476986e-05 0.094854573923118857 -0.043715670617963678 0.010142930702381085 0.014124591240735 -0.10179585752915297 0.051948299774860929 0.032762041214465847 -0.037698419166186742 -0.02325336023964231 0.031550087937204464 -0.058749936115344105 0.10156969915657364 0.046591317453922101 -0.004924421800166924 -0.028604324213981458 0.0072283649463133473 -0.065890356829612459 -0.030392269509888797 -0.044473752809739309 0.1030328045804741 0.0372490555151661 0.057509162471456349 -0.098724817066052795 0.017141574046539206 0.06378943676958844 -0.099152200834226115 -0.0041001444507963681 0.10300048705547585 0.00078602915734666667 -0.084867421843171323
leaf_weight=37.667238584094292 0.18999615115821097 0.65384059608913858 2.935177261941134 0.1416122880231612 0.036933710080120363 0.27293898093193891 0.63034698087721963 0.97495471282685742 0.36212752880769017 0.28414402523037452 0.29008317855186661 0.29605756911041625 0.97060774825513307 2.8831741270842031 1.3343962081708007 1.0901761186541987 0.50812777782925778 0.81394563015783239 0.47198893242420936 0.21536871488206122 0.22467305447571617 0.58288562061398153 0.28930200255126948 1.0512138463352609 0.39938330574295833 0.172955938822966 1.8820874946773638 0.13739936798811214 28.807996919655487 0.4742282483703093
leaf_count=1298 29 17 28 149 14 23 42 41 22 14 13 10 38 41 23 26 16 11 21 5 25 11 12 60 15 108 315 4 2136 66
internal_value=3.94017e-06 -0.000646377 0.000687251 0.0441266 -0.00985451 0.00030678 -0.000430809 -0.0192521 0.00906682 0.000376568 -0.000176632 -0.000422823 -5.57435e-06 0.00805026 -0.000779932 -0.0124926 4.29305e-05 0.00820915 -0.000809088 -0.000604445 0.00983669 0.000211977 0.000872824 -0.000180795 -0.0234829 0.0145499 0.000309493 0.000478131 -0.000117282 -0.0426637
internal_weight=87.0454 44.5994 42.4459 0.368542 0.178546 42.0774 39.1422 1.61002 0.635067 37.5322 36.9018 36.6177 43.9456 3.85378 40.0918 2.42457 36.3276 3.43213 32.8955 3.13607 2.32213 32.3874 31.9154 31.3325 0.861641 0.572339 2.10676 30.4708 29.4196 0.611628
internal_count=4633 1443 3190 192 163 2998 2970 86 45 2884 2842 2828 1426 79 1347 49 2815 366 2449 356 345 2433 2412 2401 135 123 340 2266 2206 70
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 1 0 1 2 1 2 2 2 0 0 2 2 0 2 0 0 2 1 0 2 1 2 0 1 2
split_gain=0.00369879 0.0206054 0.0406216 0.0168253 0.0162602 0.0127506 0.0074994 0.0081963 0.0224042 0.00903493 0.00373684 0.035672 0.0116692 0.192525 0.0461928 0.0254819 0.00687597 0.284934 0.0106162 0.0704753 0.0547334 0.0304295 0.0573123 0.143846 0.0311388 0.0573991 0.0412681 0.150044 0.0342173 0.032623
threshold=34.969856643350006 0.36476452800000009 0.36551300860000008 0.34007963835000005 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.40651477500000005 33.361153777850006 0.43643902880000007 35.374259656300005 35.771221912400001 36.377496227400009 0.50730517050000012 0.50035927070000008 36.654713368950006 37.041406607950009 0.50035927070000008 37.765550062200006 0.52324780695000006 0.54986377655000018 38.060777288450005 0.37407562650000009 0.52889135055000014 38.324118171300007 0.34422622080000004 38.751720283100006 0.53998383280000006 0.38976377950000002 39.032633164100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -7 -8 9 -9 -2 -12 13 14 -13 -14 17 -17 19 -18 -21 22 -20 -24 25 -23 27 -26 -27 -28
right_child=10 2 4 -5 5 6 7 8 -10 -11 11 12 15 -15 -16 16 18 -19 21 20 -22 24 23 -25 26 28 29 -29 -30 -31
leaf_value=0.036862964600161703 -0.0046305619247331356 0.10040108328900639 -0.00081932537831255054 -0.083931939431722821 0.10054939714253813 -0.10022495722556815 0.073476832815035295 0.092507216547952492 -0.10108123150071291 -0.10025361113213249 0.035159257149805737 -0.033543422867046223 0.029659087944381692 0.014903619809944375 -0.10849055592603754 -0.087342990633641038 0.028656818110144949 0.024838586344759852 -0.00033090099294730627 -0.021654905509892894 0.01531431283998682 -0.00086367973383652964 -0.10643345485933504 0.016410932454053197 -0.03619532150765753 0.061799022850604651 0.014025079535406751 0.01606540592717122 0.013864434961248437 -0.00010916442071436355
leaf_weight=0.015903596353064292 1.7494312216908969 0.047815988429647405 0.60439390351530153 0.041938634752919784 0.028083234094083365 0.0048291335842804975 0.024484799382662459 0.017090306539756739 0.013689493994521629 0.0028349193935278674 0.28821810973870654 0.15000156039913182 0.28984110347572212 0.86787470787172083 0.18203471321612597 0.31977588559169656 0.91412189732909555 0.77548613877021744 0.74731882579726761 0.94532952941608506 0.69481833170367224 0.98177493897071488 0.20018637404064066 0.18196406049551328 1.2691527074662041 0.30605412262957543 1.6707664245045055 0.96868358641559371 0.29004897626890624 72.19170645432655
leaf_count=76 37 6 23 47 2 7 4 17 73 149 37 47 36 65 5 17 44 57 15 24 61 15 20 34 48 11 69 40 45 3502
internal_value=6.9175e-06 0.00677059 0.0112448 -0.0507196 0.00511448 0.0445198 0.0195154 0.0294681 -0.00258771 0.0650816 -5.60954e-05 3.89091e-05 -8.16709e-05 -0.00987251 -0.0746322 6.03057e-05 -4.37355e-05 -0.00791427 6.22145e-05 0.0064071 -0.00599358 -0.000143432 -0.0164392 -0.0479401 9.35146e-05 0.0139981 -0.000194785 -0.0135734 0.0384752 0.000210552
internal_weight=86.7857 0.801064 0.743222 0.0578422 0.695406 0.0910119 0.0629287 0.0580995 0.0336147 0.0199252 85.9846 84.2352 83.9469 1.19991 0.332036 82.747 82.4572 1.09526 81.3619 2.55427 1.64015 78.8077 1.12947 0.38215 77.6782 1.57788 76.1003 2.23784 0.596103 73.8625
internal_count=4633 404 281 123 275 252 250 243 239 166 4229 4192 4155 117 52 4038 4002 74 3928 129 85 3799 69 54 3730 71 3659 88 56 3571
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 2 0 0 1 2 2 0 2 2 2 2 2 1 2 0 0 2 0 2 2 1 0 1 0
split_gain=0.00390717 0.0541423 0.0198938 0.0349056 0.0292293 0.0572173 0.0377164 0.036628 0.114268 0.0570413 0.133546 0.0523119 0.0759366 0.0285925 0.0157591 0.117187 0.0646406 0.0141227 0.050215 0.0146487 0.0212944 0.0114667 0.0259018 0.015354 0.101638 0.0423356 0.0391561 0.11693 0.0636482 0.104691
threshold=0.45107930900000009 0.5619592227500001 0.44393880420000004 0.56065686655000013 0.43694799560000003 41.087689990200012 42.527280425250005 0.56345618395000019 0.56579144335000009 0.43220262865000009 42.320906304050006 43.521589032450009 0.55348642255000013 41.675153845500006 39.476991512000005 39.427119987250002 40.574766824850009 38.983591653800012 0.4529056016000001 37.232443001650005 0.56300709560000006 0.55348642255000013 40.858951393400005 0.54695967185000016 39.117456157700005 41.289992964000007 0.42111014640000005 0.54284302865000023 0.41917906650000009 0.54353163080000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 -6 -7 9 -9 21 -11 -12 -13 -10 15 17 -16 18 -3 20 -20 23 -23 26 -25 -26 28 -28 -1 -30
right_child=1 14 3 -5 5 6 -8 8 13 10 11 12 -14 -15 16 -17 -18 -19 19 -21 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=-7.5956785428032064e-05 -0.052137697436781372 0.094749430563058346 0.035915898618752259 0.0029327588307341422 0.019855219187910021 -0.061662511817427393 -0.0067665333126335327 -0.1076011806259309 0.036823580732244759 0.060473095014749012 -0.10642533800670889 -0.10561456288258592 0.10082751789749055 -0.022109296838334392 -0.10660971805635538 0.10105412868902958 -0.0025612419585581601 -0.012576217216893433 0.10021849640076821 0.0038588559439502058 -0.10256880362938817 -0.024508246077561486 0.0051448347616084959 0.075592168262324566 -0.033533421357646274 0.023484190141773852 0.0094144619227114409 -0.049047985723912793 -0.0036928974049976952 0.046794917389250401
leaf_weight=74.199063077716943 0.21275940634740775 0.061721242882981975 0.41655195132458178 1.3966640736657847 0.2481748870226842 0.29813273524632677 0.21570922059440534 0.12967350358400764 0.14283710691732665 0.42285919026472107 0.077542542829178274 0.031359160653588347 0.041262718848884106 0.19433179699699821 0.061331271013031041 0.12369727213444992 2.2561702046990568 0.57097416897926223 0.0063951159827411166 0.60055634155678472 0.027214006352901943 0.59191226487010229 0.58639949739745134 0.19882612320725357 0.29421876207925379 0.23362779427078806 0.76853630597294287 0.61658719184924848 0.88356134295463451 0.76745120249688625
leaf_count=2726 29 4 24 110 44 14 41 20 23 25 5 49 2 38 81 6 688 39 1 96 259 61 45 20 17 34 62 24 17 29
internal_value=4.74123e-06 -0.0030798 0.000150882 0.01051 -8.11767e-05 -0.0195739 -0.0386174 0.000104079 -0.0278248 0.000267645 0.0317047 -0.0493063 0.0116829 0.00285683 -0.000264982 0.00815107 -0.00531482 -0.000920055 0.00864381 0.000263435 -0.0639826 4.00211e-05 -0.00975107 0.000188003 0.014656 -0.00829711 5.18803e-05 -0.0166101 0.00035615 0.0197757
internal_weight=86.6761 3.92082 82.7553 1.81322 80.9421 0.762017 0.513842 80.18 0.466842 79.7132 0.573024 0.150164 0.0726219 0.337169 3.70806 1.39056 2.3175 1.26686 0.695887 0.634165 0.0336091 79.1402 1.17831 77.9619 0.726673 0.527847 77.2352 1.38512 75.8501 1.65101
internal_count=4633 1203 3430 134 3296 99 55 3197 81 3116 81 56 51 61 1174 405 769 399 360 356 260 3035 106 2929 71 51 2858 86 2772 46
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 1 0 1 1 0 0 0 0 0 0 1 0 0 1 0 0 0 0 1 2 2 1 0 2
split_gain=0.00374336 0.0389477 0.0634877 0.0128172 0.0110568 0.0241707 0.0133455 0.0131387 0.010535 0.00905769 0.0233338 0.0155724 0.0165337 0.0172891 0.0119498 0.00899764 0.0161939 0.0164652 0.0199298 0.019311 0.0094686 0.0236532 0.0145388 0.0189897 0.0114032 0.00985999 0.0055485 0.0040418 0.0311791 0.147829
threshold=0.45736654595000009 0.56065686655000013 0.56300709560000006 0.4529056016000001 0.46097422230000007 0.46280051495000007 0.46551001470000003 0.56685428580000019 0.58454836680000011 0.57854555250000017 0.66977036620000019 0.66718062335000017 0.66505493850000008 0.66011496660000013 0.65010029640000011 0.64803449000000013 0.48616807880000007 0.61400856260000014 0.63013083440000017 0.50634711535000021 0.58035687555000015 0.58745247150000013 0.58887458460000019 0.60710757165000018 0.4830394299500001 44.749265482150008 42.477827694800006 0.34575312120000007 0.48588365620000007 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 27 -4 -6 -7 -8 9 10 11 12 13 14 15 16 20 -18 19 -19 26 -22 -23 24 -24 -25 -9 28 -1 -30
right_child=1 2 4 -5 5 6 7 8 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 21 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0014337843788494453 -0.10202670029467836 0.084811792830517138 0.022618981530977415 -0.013847654049071002 -0.10147644030269616 0.092435838306136775 -0.10103810926919798 0.014980141156389602 -0.1007875583342885 0.054413922629576394 -0.10095831348231582 0.089362958802424411 -0.10273275998582523 0.091055987960591514 -0.10048142900022639 0.058513302539081748 -0.10027818809135956 0.043266216855492839 -0.10073407961264864 -0.10025498842841581 -0.10096107741701495 0.084866989761225906 -0.10050876590219485 -0.0060458224226369126 0.0068705727323855135 0.078522486043616446 0.070075632296776866 0.00062275352980952186 0.046658809661107643 -0.014557132536345815
leaf_weight=33.265286373018228 0.031706457824640211 0.10168023461665143 0.16788708567136723 0.66899012612995434 0.025673088599077687 0.014529976349876905 0.013790149114356609 0.038826581465126964 0.010562850887432695 0.028913276363311979 0.023205632938926246 0.019482420804251888 0.015714139296520102 0.020591001340292792 0.012189883286246816 0.024626966325516086 0.02889262458991837 0.04917840839937071 0.01930248462019879 0.011583150090253014 0.021116716102170585 0.02322248175732966 0.023477890092024722 0.0285168084550671 0.01708780086914885 0.026690515343943844 0.034538482781499624 50.194500786340214 0.71487856958992668 0.88019397226162255
leaf_count=1163 15 8 42 72 84 8 4 34 115 13 115 9 12 11 66 12 193 36 80 97 36 5 43 34 9 11 7 2249 34 16
internal_value=4.65472e-06 0.00667598 0.0109773 -6.01712e-05 0.000246178 -0.00681798 -0.00201564 -0.00480781 -0.00202996 0.000203034 -0.00337354 0.00208262 -0.00221623 0.00194217 -0.00316553 0.000252517 -0.00419734 -0.0355666 -0.0122143 0.0159064 0.0118132 -0.00342638 0.0138819 -0.00333009 -0.0552765 0.0348395 0.0409178 4.82728e-05 -0.000778907 0.0128786
internal_weight=86.5568 0.832987 0.801281 85.7238 0.6996 0.531713 0.50604 0.49151 0.47772 0.467157 0.438244 0.415038 0.395556 0.379842 0.359251 0.347061 0.322434 0.108957 0.080064 0.0607616 0.213477 0.140112 0.118995 0.095773 0.0405657 0.0552073 0.0733651 85.0549 34.8604 1.59507
internal_count=4633 1099 1084 3534 1076 1034 950 942 938 823 810 695 686 674 663 597 585 406 213 133 179 138 102 97 52 45 41 3462 1213 50
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 1 2 2 1 0 2 0 2 1 1 0 2 0 0 2 0 0 0 1 1 1 2 1 2 1
split_gain=0.00348105 0.0358432 0.01458 0.0164354 0.079271 0.0325279 0.017844 0.0471077 0.0250448 0.0405334 0.0211673 0.0139357 0.0282528 0.0328411 0.0243049 0.0177662 0.0153082 0.0132013 0.0103933 0.00684875 0.0153566 0.0108162 0.0067656 0.0120316 0.00407016 0.0306793 0.0341592 0.0287769 0.0296107 0.0133375
threshold=0.57212358910000016 0.57403969940000021 40.00488309970001 40.858951393400005 0.57927906350000014 0.44922307715000004 42.498713093000006 42.654057868200006 0.45932756505000005 0.58887458460000019 44.749265482150008 0.61797550970000004 47.309807198350008 0.48616807880000007 0.48814406755000012 0.61400856260000014 48.823707093150006 0.62143349005000015 0.62376874945000005 46.095286511800005 0.66718062335000017 0.66977036620000019 0.61797550970000004 0.46636328255000009 0.44393880420000004 0.43694799560000003 41.16018805045001 0.45107930900000009 39.476991512000005 0.42802610700000004
decision_type=2 2 2 2 2 2 2 2 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 17 5 -5 -4 8 -8 -6 -10 22 12 -12 16 -13 -15 -14 -3 -19 -16 -21 -22 -9 -24 25 29 -27 -26 -29 -1
right_child=1 2 3 4 6 -7 7 10 9 -11 11 14 13 15 19 -17 -18 18 -20 20 21 -23 23 -25 27 26 -28 28 -30 -31
leaf_value=-6.3809858217249747e-05 -0.10102232144879053 -0.10025870056417657 0.045168593080430593 -0.10169255625168194 -0.10346530243310244 -0.0027040778150718807 0.090812345259134647 -0.10044656631830713 0.044860604003226764 -0.10041810777670823 -0.023349959351325011 -0.1009058627562107 0.10051728187862784 -0.10026367971108743 0.032305903353909302 0.028741211666437456 0.032809874383599696 0.075194585816213508 -0.10016183087403913 -0.046472692789808201 0.087711408939466828 -0.0042916930101609858 0.10018509532935869 -0.10020663205648135 0.013635093172322817 -0.055859339881318262 -0.004674256463837686 0.0065848250311369887 -0.01444284979939995 0.010619822540618426
leaf_weight=78.873854367023469 0.037665364552953551 0.028011603548832392 0.19490160979330517 0.085230988851208167 0.0366716805165197 0.52223781424996218 0.061053356613228971 0.027103087252612568 0.056325733346739071 0.029140441506310566 0.10327277166470594 0.029056454857254721 0.067308912519365549 0.020714925693653186 0.043418624113655824 0.022026686812750995 0.066270230556149556 0.0099742540265879143 0.0051123345610583912 0.06780987550359896 0.01798806362785399 0.04411985105008398 0.005421279463917017 0.0066977233003591152 1.6157034234318519 0.20518807339090628 0.35763703237171995 1.4319104273843097 1.258037595681827 1.1860949919461052
leaf_count=2963 33 218 4 29 10 65 16 45 18 144 19 19 7 69 8 14 34 10 220 34 3 78 1 96 36 27 31 49 128 205
internal_value=4.16766e-06 -0.00463534 -0.00229292 -0.000652561 -0.0106056 0.0103066 0.000415726 0.00770531 -0.0343355 -0.00467345 -0.00202969 0.00371908 0.0181862 0.0425143 -0.0162663 -0.0337816 0.0669268 -0.0596419 0.0157722 -0.00207816 -0.0135693 0.0223548 -0.0726743 -0.010564 9.08922e-05 -6.90893e-05 -0.0233347 0.00308652 -0.00324942 9.44691e-05
internal_weight=86.516 1.58753 1.54987 1.50677 0.789631 0.717139 0.7044 0.582262 0.122138 0.0854662 0.521208 0.481986 0.279594 0.176321 0.202393 0.0427416 0.133579 0.0430982 0.0150866 0.173336 0.129918 0.0621079 0.0392221 0.012119 84.9284 80.6228 0.562825 4.30565 2.68995 80.0599
internal_count=4633 1194 1161 713 644 69 615 443 172 162 427 285 143 124 142 83 41 448 230 123 115 81 142 97 3439 3226 58 213 177 3168
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=2 1 1 2 2 1 0 2 1 2 2 1 2 2 1 0 2 1 1 0 0 1 1 2 1 2 0 1 2 0
split_gain=0.00358684 0.0306171 0.058205 0.0337686 0.018526 0.0092678 0.00821127 0.0235257 0.011676 0.0608173 0.0673458 0.0391036 0.0212616 0.0269962 0.00779447 0.0387607 0.041694 0.0347845 0.0127652 0.0121369 0.02318 0.0321442 0.0437 0.0337542 0.0116644 0.0668847 0.188048 0.0110218 0.105626 0.0132823
threshold=49.292797572200008 0.31100865245000009 0.31060447290000009 49.247968080500009 48.823707093150006 0.30560462260000004 0.39672464895000009 48.823707093150006 0.33894194785000004 41.909642283050012 39.476991512000005 0.32012514595000008 37.572218886150004 35.476804824450006 0.34377713240000007 0.47396784530000008 43.968221017800005 0.3584174126500001 0.3621298763500001 0.47500074850000013 0.47604862130000009 0.3447052483500001 0.3447651268000001 43.968221017800005 0.3447651268000001 40.21994457600001 0.48265022005000008 0.34491482290000003 41.11191809080001 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3 8 9 10 12 -12 13 -8 -10 16 18 -18 -16 -17 21 -21 -23 -24 25 -22 -27 28 -26 -29
right_child=-2 6 -4 -5 -6 -7 7 -9 14 -11 11 -13 -14 -15 15 19 17 -19 -20 20 24 22 23 -25 27 26 -28 29 -30 -31
leaf_value=-0.10020969975591515 -0.0047761544885556624 -0.0098748500249906945 0.06408119403668748 -0.10083818317711812 0.10021289973806365 0.0069408779892092612 -0.082412434566445314 0.02216196097754175 0.0068630067386706156 -0.10070314461512481 -0.010116654594178183 0.07634884434635042 -0.10273772721037165 0.070066179105805246 -0.1035023036178796 0.011487585023702611 0.10057769832095964 -0.10189968818679396 -0.011206039754625832 -0.055909621711846241 0.015214220344365948 0.065712324778115269 -0.10150624800519636 0.042705464576057492 0.031360709035216157 0.010454050360025032 -0.036858637455212707 0.0051016957786075481 -0.011629212684115219 -0.00031933240917661422
leaf_weight=0.010555859217439401 1.5424077530852844 0.8376571634480986 0.19576483861965244 0.039847358966653701 0.018696247134357691 0.03430647870174397 0.025413554339862254 0.47950433105506718 1.6360599181169266 0.07143257691495819 0.10157973847526591 0.10782048185683379 0.059809358697407333 0.021379741247983475 0.08238278993164172 0.90661470116538012 0.026302966754883528 0.012524782433274595 0.018316812275330108 0.17409032653085788 1.2106798763852697 0.068039579316973686 0.043084256286874734 0.026039740185296978 1.0099064074456685 1.755029939231463 1.6113619394600389 4.8406260711534932 1.3166523521576889 68.170416670743521
leaf_count=137 314 63 11 10 3 41 28 53 51 58 7 33 27 26 168 31 2 62 28 5 15 3 54 3 17 28 19 145 31 3160
internal_value=2.95612e-06 8.97677e-05 0.032024 -0.0286658 0.0165819 -0.0182711 -2.31441e-05 7.5362e-05 -5.17831e-05 -0.0173712 0.00146596 0.0344046 -0.0632355 -0.0127453 2.9152e-05 -0.000108418 -0.0527699 0.035264 -0.086714 -1.78536e-05 -0.000147874 -0.0273846 0.00881981 -0.0471802 -4.17915e-05 -0.00494331 -0.0121927 0.000255996 0.00703174 4.00813e-05
internal_weight=86.4543 84.9119 0.299171 0.103406 0.0635586 0.0448623 84.6127 83.7751 83.2956 0.387435 0.316003 0.2094 0.106603 0.0467933 82.9081 81.2721 0.139527 0.0388277 0.1007 81.1325 80.2259 0.311254 0.137164 0.069124 79.9147 4.57707 3.36639 75.3376 2.32656 73.011
internal_count=4633 4319 202 191 181 178 4117 4054 4001 179 121 40 81 54 3822 3771 260 64 196 3511 3480 65 60 57 3415 62 47 3353 48 3305
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 0 1 2 2 1 2 0 0 1 0 0 2 0 1 0 1 1 1 0 0 1 0 1 1 1
split_gain=0.00338192 0.0389942 0.0204801 0.00822844 0.0161485 0.0155216 0.00725134 0.0208596 0.0643697 0.0264673 0.0320632 0.00684702 0.00865354 0.00681895 0.0179797 0.0137682 0.0139279 0.0133859 0.00628419 0.0287949 0.00613013 0.0137632 0.00899861 0.0140982 0.0207548 0.00937959 0.00841262 0.0118392 0.00494992 0.00355986
threshold=0.46280051495000007 0.46551001470000003 0.56685428580000019 38.983591653800012 38.911218973650008 0.57927906350000014 0.4529056016000001 37.817254840650008 42.388109226950007 0.45736654595000009 42.876019054300009 0.62143349005000015 0.62376874945000005 0.48616807880000007 0.61400856260000014 0.58320110180000018 41.909642283050012 0.60710757165000018 0.45824975300000009 0.60134427115000011 0.49585341755000006 0.4985778869000001 0.58454836680000011 0.66718062335000017 0.65010029640000011 0.51869704500000013 0.63013083440000017 0.50634711535000021 0.50491003265000012 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 11 -5 29 -8 -9 -10 -11 -4 -13 15 -15 -7 -17 -18 -12 -20 -16 -22 23 24 25 26 27 -23 -25 -1
right_child=1 2 3 5 -6 13 7 8 9 10 18 12 -14 14 20 16 17 -19 19 -21 21 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.00073434865753741179 0.056648819358515935 -0.10082080106710492 -0.10024490351411429 -0.10059839661535319 0.10054563841994263 0.074642691330644259 0.0022577932361353571 -0.10122780602074084 -0.061781212836406155 0.065569066103492266 0.011616871105942048 0.072996009777364534 -0.10016007244352106 -0.10021788818615932 -0.04751471978297931 0.044225723090625002 -0.062590281881931942 0.019710216531589813 -0.10265568749220806 0.062436654883661402 0.083755577189165958 0.036622818762872315 -0.10070886026924325 0.086192794056280012 -0.1015386230707388 0.054617479748629197 -0.10078212679068549 -0.10027421047060847 0.02013864757387877 0.00058208523501212649
leaf_weight=34.79196309115116 0.126853205940272 0.021697550764201878 0.0073391433329561542 0.01654707801476718 0.021830202960700262 0.030517940116169484 0.55097063477312147 0.089981373644604901 0.051783458305067143 0.078692292561754584 0.028573486226378009 0.0093752460444420649 0.0041698159035780677 0.021308516116111065 0.027474104659631848 0.044949269380595069 0.043705108691938221 0.036074713100788358 0.031745471908550371 0.015834512734727468 0.018952072132378817 0.024874889104353315 0.0095209394870288122 0.016702827648259699 0.025019679682833029 0.024408452258040114 0.010500733871865009 0.008467917733298691 0.035366068421985197 50.151901868905568
leaf_count=1213 15 13 105 13 3 18 36 71 9 4 10 8 179 161 8 39 22 21 69 6 5 19 74 3 63 42 18 69 68 2249
internal_value=2.75327e-06 0.00757602 -0.00599201 -0.00128478 0.0404062 -0.00580011 -4.89457e-05 -0.00925265 -0.0306339 0.00010778 0.0208047 -0.0224574 0.0196903 -0.00164856 -0.0128676 0.0144375 -0.000293121 -0.0253758 -0.0254521 -0.0477133 -0.00362061 0.00331758 -0.00652649 -0.00035681 -0.0236272 0.00493343 -0.0227265 0.00185572 0.0413277 4.28901e-05
internal_weight=86.3771 0.585655 0.458802 0.437105 0.0427144 0.39439 85.7914 0.847581 0.296611 0.206629 0.154846 0.0208842 0.0135451 0.377843 0.222596 0.155247 0.124729 0.0797798 0.0761535 0.04758 0.201288 0.173814 0.154862 0.145341 0.0932717 0.068252 0.0438435 0.0333428 0.0520689 84.9439
internal_count=4633 966 951 938 295 643 3667 205 169 98 89 292 187 630 530 100 82 43 85 75 369 361 356 282 211 148 106 88 71 3462
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=2 1 0 1 1 1 0 1 2 1 2 2 2 2 2 0 0 0 0 2 0 1 1 2 2 1 2 0 2 2
split_gain=0.00313972 0.0168643 0.0285222 0.015594 0.0149872 0.0112668 0.00613681 0.0067356 0.0199779 0.00759282 0.00424739 0.0575743 0.01839 0.0254745 0.0186551 0.0169475 0.11524 0.0786596 0.0265653 0.025711 0.0728216 0.0221613 0.0884462 0.0877559 0.0750995 0.0712336 0.0542095 0.0511316 0.173035 0.185698
threshold=34.969856643350006 0.36476452800000009 0.50730517050000012 0.34007963835000005 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.40651477500000005 33.361153777850006 0.43643902880000007 39.788107623550012 39.683197198900011 39.852039223600009 39.896141435400004 39.955516828000007 0.48911709230000006 0.48032993025000009 0.49688632075000011 0.49820364660000011 39.032633164100012 0.47604862130000009 0.39019789825000006 0.38906020780000011 36.859113051050009 37.500638522700008 0.39048232090000007 38.536700832000001 0.52769378160000013 37.345948426100009 39.065416244600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 -7 -8 9 -9 11 15 -12 -14 -15 16 19 -17 -19 20 -2 22 23 -20 -25 -23 -26 28 -27 -30
right_child=10 2 4 -5 5 6 7 8 -10 -11 12 -13 13 14 -16 17 -18 18 21 -21 -22 25 -24 24 26 27 -28 -29 29 -31
leaf_value=0.037867446128887691 -0.0030283437870736521 0.086023088863773772 -0.00033609871789354122 -0.080672631809727446 0.10049652507234584 -0.10021843230818811 0.069833598031012134 0.090499151082922724 -0.10099688090187853 -0.10021566914103769 0.017474406081308666 -0.031012436156329301 -0.028234756297333727 0.016934920404061811 0.00013065341671439695 -0.048845008551322677 0.045884097756657548 0.030185469150648236 0.012626661769232439 -0.012155176291954175 0.043468106789224484 0.024667526911582971 -0.037971402436862728 -0.03769750869719421 0.025237903936411694 0.045699816979990218 -0.021268020841163641 0.00094138120352136874 -0.11462490220828947 -0.0059970610743936481
leaf_weight=0.015460826412915907 1.9565144185189778 0.04657954684807919 0.60153678443748515 0.03932290461188126 0.025404596701264326 0.0039234528121596659 0.023227752077218611 0.015606485077938714 0.012135329063821532 0.0024098846594880477 0.61968011793515998 0.63312062890486132 0.31430543356444118 0.66748905164783323 64.289493876122606 0.349677819525822 0.59821268226551172 0.27075107861310144 2.1859627668745807 1.3919698824791735 0.40688857354689378 1.1553000761196006 0.77081873174756754 0.90079647488892067 0.50348422920796998 0.25308042607775671 0.49911522908951156 7.1356267159323394 0.27240020051044667 0.37266779138008133
leaf_count=76 135 11 19 47 2 6 4 17 73 149 17 34 25 17 3207 24 18 9 42 36 18 12 25 15 19 22 23 471 28 32
internal_value=1.62625e-06 0.00629462 0.0103061 -0.0472188 0.00515168 0.0450646 0.0204895 0.0293617 -0.00181631 0.064989 -5.61643e-05 -0.00134625 0.00032869 0.00016591 0.000303332 -0.000358919 0.00512003 -0.00198493 -0.000840662 -0.00137349 0.00497659 -0.00143858 -0.0068997 -0.00104287 -0.0167417 0.00144984 0.00208627 -0.00188899 -0.0243757 -0.0518686
internal_weight=86.333 0.785608 0.730824 0.0547837 0.684244 0.0827075 0.0573029 0.0533795 0.0301517 0.0180164 85.5474 19.6564 65.891 65.2713 64.957 19.0233 4.35359 14.6697 14.32 3.75537 2.3634 14.0493 4.86018 4.08936 1.9034 9.18908 1.0026 8.03378 0.898148 0.645068
internal_count=4633 404 281 123 270 251 249 243 239 166 4229 963 3266 3249 3224 929 207 722 698 189 153 689 124 99 57 565 42 553 82 60
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 1 0 2 0 2 1 0 0 1 2 1 1 1 1 1 1 0 0 1 1 1 1 0 1 0
split_gain=0.00320394 0.0221781 0.0315511 0.100816 0.0172916 0.0348356 0.0156324 0.0601365 0.0188398 0.0243499 0.0189384 0.0277817 0.0176536 0.104933 0.104686 0.060689 0.0464008 0.10835 0.0399242 0.0706934 0.0137966 0.0114769 0.0826135 0.0709196 0.0160233 0.0971221 0.0305686 0.0383589 0.0167855 0.0593126
threshold=0.47938684470000009 0.47847369840000004 40.518963363600001 41.835830569250014 0.47976108500000009 0.34503457980000002 0.48077901860000011 40.165165956550005 0.48119816770000007 41.972095654800007 0.3447052483500001 0.48185683060000012 0.48271009850000007 0.34575312120000007 41.641174900500005 0.34494476210000008 0.3453339720000001 0.34545372890000009 0.34566330350000002 0.34575312120000007 0.34548366815000003 0.48458129995000004 0.48735067810000005 0.34626208795000007 0.3465914194000001 0.34708541665000009 0.34900152690000003 0.49194634890000005 0.35331277505000008 0.49877249185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -2 7 -6 9 -8 -10 -12 13 -13 -15 -14 -17 -18 -19 -20 -9 -21 -23 -24 -25 -26 -27 -28 -29 -30
right_child=4 2 3 -5 6 -7 8 20 10 -11 11 12 15 14 -16 16 17 18 19 21 -22 22 23 24 25 26 27 28 29 -31
leaf_value=8.5516241332695688e-05 0.02012187811534473 -0.0031666068124898646 -0.075528235975059796 0.0083498633419240818 -0.028113691080610449 -0.0041563183003930698 -0.00097251969837339907 -0.0056173462228671332 0.010837609997116044 0.016638996804711426 -0.0097414250241376083 -0.0053602702061405398 -0.023188071013807057 0.078344614401554144 0.0099274365440657347 0.019882343622902199 -0.062518985932205132 0.014598840351751225 -0.032662926007961196 -0.005796166713230075 0.011823296400130589 0.023032548537546507 -0.025024287709630201 0.014206364627559007 -0.054623663824129934 0.010353984891887279 -0.033740358900709248 0.012344209731108852 -0.026207676426157785 0.00025214522748011846
leaf_weight=15.256772202147049 1.2557347575202578 1.4405771647579961 0.26910485932603467 0.30650717903017721 0.92667000475467576 1.1164576313458381 1.5623335342388593 0.89744226950278949 1.5521197209018271 1.5779883193317799 2.9921035447569002 2.0171015188097949 1.1311030611395825 0.35047077180206532 0.61802014987915754 1.1738254555966694 0.27771370904520054 1.8339087488129724 0.67108976095914741 3.1698780927108592 0.91705892013851553 1.5608454643925984 1.1374576296657313 0.81030191667377849 0.32287965714931388 2.8893962502479544 0.3402496912137839 1.068159527829265 0.86765237256741201 35.89626184140414
leaf_count=1111 11 22 26 26 16 47 17 25 26 23 31 20 8 5 59 28 14 20 17 25 15 38 7 8 7 27 30 32 61 2831
internal_value=7.89683e-07 -0.00121709 -0.0110741 -0.0308641 0.000305956 0.0086955 6.96268e-06 -0.00738761 0.000324567 0.00787714 -6.62913e-05 -0.000352519 0.000147917 0.00763019 0.0346858 -0.000272379 0.000225894 -0.000227894 0.000114201 -0.000430868 0.00319725 1.91776e-05 0.000429795 -0.000384363 0.000279861 7.18268e-06 0.00043676 -0.000313909 -1.32823e-05 -0.000372324
internal_weight=86.2072 17.273 2.01619 0.575612 68.9342 2.37219 66.562 2.74117 63.8209 3.14032 60.6805 59.1284 56.1363 2.98559 0.968491 53.1507 52.0196 50.8458 50.5681 48.7342 1.8145 48.0631 44.8932 43.3324 42.1949 41.3846 41.0617 38.1723 37.8321 36.7639
internal_count=4633 1185 74 52 3448 58 3390 56 3334 40 3294 3268 3237 84 64 3153 3145 3117 3103 3083 40 3066 3041 3003 2996 2988 2981 2954 2924 2892
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 1 2 2 0 2 1 2 1 1 2 2 0 2 1 1 2 0 2 0 0 2 1 1 1
split_gain=0.00358622 0.048939 0.130841 0.0233802 0.140183 0.114651 0.0607612 0.148456 0.0366953 0.16799 0.155911 0.313403 0.0976504 0.138003 0.236168 0.0731172 0.0483346 0.0756308 0.0585024 0.0886558 0.346713 0.0470088 0.168961 0.131827 0.126162 0.0738829 0.197482 0.0835756 0.0513069 0.0446637
threshold=41.184662530950007 41.087689990200012 0.3453339720000001 0.50913146310000013 40.94178426300001 0.50452082270000009 0.37644082515000005 37.892416320650007 40.148327922700012 0.48588365620000007 40.21994457600001 0.3447651268000001 38.621016321050007 0.34569324270000007 0.35585760905000008 38.171717059500004 40.574766824850009 0.47976108500000009 40.94178426300001 0.34545372890000009 0.34524415440000006 36.257608591500009 0.50101793360000013 35.771221912400001 0.50035927070000008 0.49877249185000011 35.374259656300005 0.36551300860000008 0.36476452800000009 0.36510882910000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 8 7 -5 12 10 -10 -12 15 -14 -15 21 17 -13 19 20 -18 22 23 25 -23 26 27 28 -1 -25
right_child=-2 2 -4 4 -6 -7 -8 -9 9 -11 11 16 13 14 -16 -17 18 -19 -20 -21 -22 24 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.049187265144333067 -0.00065728768070224229 -0.016325571358194315 0.042189221312529439 0.025006856990689261 -0.062669293081247343 0.043566806635301922 -0.000557602189427723 -0.10432304993173168 0.037529809056610686 0.041484119632019013 -0.055186977844715136 -0.00063743055005125576 -0.0051282118120019532 0.0051119661985330753 -0.094190652949565912 0.04493743636680099 0.0025202670422271481 0.027899627449913922 0.010234711116079605 0.0017122400711065821 -0.13206984499666879 -5.3777018583136769e-05 -0.10764637648381298 -0.019347737917036159 0.051162713606047322 0.0300806607683697 0.085735526628245851 -0.1214503881474237 0.10036409903893212 -0.1084838969368573
leaf_weight=0.081818804043406024 42.101710893116945 0.65247846839672152 0.92226489247565269 0.17065173212905094 0.3788988115811226 0.6527724853840472 20.092163468269206 0.18494943123369012 1.0308040881063778 1.1347414347865186 1.0364422504116442 2.2051867271118231 4.2512549622215374 0.45553086709671209 0.50500348452095523 0.45412496051123685 0.61400277105940482 1.604402565397322 1.5383876720807164 1.2677782430434943 0.27808838710188866 2.3914524633462269 0.16250990680418897 0.099696809013153032 0.60204141493886698 0.82082719393656589 0.11491649581148522 0.14689504395937547 0.031877866946160793 0.12888822332024574
leaf_count=130 2600 18 38 7 29 18 1175 33 9 35 38 29 83 18 31 21 63 20 32 17 4 94 6 42 10 13 10 4 3 3
internal_value=2.51679e-06 0.0006337 0.0179442 -8.66929e-06 -0.00239961 0.00229566 -0.0012828 -0.0422581 0.00101012 0.00510317 0.000791679 -0.0036405 -0.00326788 -0.012863 -0.0470966 0.00666405 0.00347538 0.0113809 -0.00466813 -0.0152828 -0.039435 0.00286986 -0.011041 -2.33443e-05 0.0102467 0.0132721 -0.0234697 -0.0716274 -0.00725659 -0.0696074
internal_weight=86.1126 44.0109 1.57474 42.4361 20.8267 21.6094 20.4478 0.355601 20.9567 10.7098 9.57509 8.54429 10.2468 5.21179 0.960534 5.03505 7.50785 3.80959 3.69826 2.15987 0.892091 4.58092 1.58743 1.42492 2.99349 1.19634 0.375508 0.260592 0.113697 0.228585
internal_count=4633 2033 56 1977 1244 733 1215 40 715 247 212 203 468 132 49 336 165 49 116 84 67 315 211 205 104 160 147 137 133 45
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 1 0 0 1 0 0 0 1 0 0 1 0 2 0 0 1 1 2 1 2 2 2 0 1 2
split_gain=0.00372685 0.0240252 0.10889 0.23266 0.0223587 0.0511064 0.0443168 0.0637133 0.0246821 0.0599326 0.0344215 0.0275761 0.0166849 0.122173 0.0805527 0.0303339 0.220746 0.138028 0.0281335 0.0416128 0.0248974 0.0208688 0.0170518 0.0342149 0.0309977 0.0441346 0.0764934 0.02981 0.186223 0.013814
threshold=0.34545372890000009 0.34560342505000002 40.890797847750008 42.477827694800006 0.48588365620000007 0.34494476210000008 0.48265022005000008 0.48185683060000012 0.3453339720000001 0.48032993025000009 0.47847369840000004 0.48032993025000009 0.3447651268000001 0.47868327295000007 0.47811442770000007 0.34491482290000003 0.47757552170000012 42.081757894750005 0.47736594710000008 0.47568935060000012 0.34494476210000008 0.34458549145000011 41.873095646600007 0.34503457980000002 45.044778924400006 42.686561923500008 42.759119507950011 0.47757552170000012 0.34521421515000011 40.767054867700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 7 8 11 10 -10 12 14 15 18 16 17 -14 19 21 -15 -1 23 -17 25 -24 -27 28 -25 -3
right_child=1 29 3 -5 5 -7 -8 -9 9 -11 -12 -13 13 20 -16 22 -18 -19 -20 -21 -22 -23 24 27 -26 26 -28 -29 -30 -31
leaf_value=0.00067576844590094528 0.0062589539684920195 -0.0015744445552529557 -0.05727010393589952 0.015840531754169881 -0.010081855439942089 0.039567230186673699 -0.010760359131279281 0.020167284071175455 0.013204598226020242 0.030341377203961878 -0.014975695508083135 -0.012666392850221756 0.091696110983082973 0.038177954941153558 -0.023567333038742432 0.019431864818337832 -0.090756445643946929 -0.03958943570538645 0.020188312432227504 -0.031600971678570289 0.01467283928088422 0.032378449514402975 -0.10214039780896388 0.0053989054146776731 0.0007808841009472714 0.05012284710151528 -0.070988800519750928 0.0024589489791476751 -0.10379001912727476 0.0015878095380831882
leaf_weight=5.3069075501813234 2.3749859095551065 25.888614108249207 1.031889388539639 0.75282943360025445 0.3789957765256976 0.45771234948188066 3.0892715535592279 1.7801465950906266 0.83604554632811845 0.90442038513720024 0.90011533544020494 1.789254799050467 0.17458411214256475 0.91226297290995695 1.5136772341761568 0.87104396953583307 0.27264825982274488 0.14794397036530427 0.75313512608408917 0.39704886728350164 0.89055913599440828 0.21609198631176685 0.082494716852124728 0.72306420522466242 0.50258523970842361 0.095759713090956211 0.11451136252662764 2.8913416329669417 0.19923858408753858 29.618943929466468
leaf_count=533 18 1412 33 21 18 27 27 15 28 24 16 22 27 24 26 12 7 25 8 16 26 11 28 69 2 3 37 19 24 2075
internal_value=1.87242e-07 -0.000436374 -0.00776648 -0.0264306 0.000994368 0.0170782 0.000463799 0.00202046 0.000444251 0.00946805 -0.00140552 -0.000890344 0.000421233 0.00370651 -0.00274012 -0.00307731 -0.0245187 0.0314753 0.00198411 -0.000331782 0.0265669 0.00191616 -0.000748609 0.00154983 -0.0142866 -0.0401526 -0.0158333 -0.00253447 -0.0181884 0.000112941
internal_weight=85.8681 59.6673 4.1597 1.78472 26.2009 0.836708 25.3642 22.2749 20.4947 2.64058 1.73616 17.8542 16.0649 7.87804 8.18686 6.07522 0.595176 0.322528 6.67318 5.92005 1.80282 5.523 5.48004 4.68469 0.795351 0.292766 0.210271 3.81364 0.922303 55.5076
internal_count=4633 3559 72 54 1074 45 1029 1002 987 68 44 919 897 303 594 253 59 52 568 560 50 544 194 124 70 68 40 112 93 3487
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=2 0 2 2 0 1 2 2 0 2 2 2 0 2 0 2 1 0 0 2 0 0 1 2 1 0 2 1 0 1
split_gain=0.00352398 0.0291946 0.022405 0.0126872 0.0548836 0.0787584 0.0108181 0.0105642 0.0621022 0.0106956 0.0330314 0.0234163 0.133217 0.0179579 0.0844194 0.018731 0.044776 0.0726157 0.0719341 0.0131972 0.00934117 0.00810872 0.0277817 0.118588 0.358522 0.27155 0.0614787 0.0606082 0.0321187 0.365365
threshold=43.735142172100005 0.39587138110000003 43.663128814500006 43.426369480700011 0.48654231910000006 0.38723391515000005 43.847394126900006 43.276780833950006 0.49688632075000011 43.182896969600009 43.084051236300006 43.157831852650006 0.50386215985000016 42.982930821650008 0.48389269780000005 42.783136484500005 0.34491482290000003 0.48149755995000004 0.50386215985000016 42.759119507950011 0.39614083410000006 0.47774018740000007 0.34515433670000012 40.21994457600001 0.3447052483500001 0.48185683060000012 41.289992964000007 0.34524415440000006 0.48458129995000004 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 -6 -3 9 -9 10 13 12 -12 15 -15 19 -17 -18 -19 21 -8 -1 23 -23 -25 26 -26 -24 -29 -30
right_child=1 6 -4 4 5 -7 20 8 -10 -11 11 -13 -14 14 -16 16 17 18 -20 -21 -22 22 27 24 25 -27 -28 28 29 -31
leaf_value=0.0032421749338660158 -0.062584415271663085 0.021000016474852983 -0.018005587869633986 0.061089304020664037 -0.05412539274390147 0.036223330920098211 0.024634353616247981 -0.027834945856183502 0.0140884535583547 0.0076489699885264485 -0.10705842074210277 -0.0068134612525681121 0.019085202397122997 0.063163109222591399 -0.020598123619515588 0.024964225763162796 -0.00498041469992369 -0.10542642585040035 -0.0067521302183253312 0.014262645153938582 0.0013237297815696927 0.010727097415709867 0.013896206375271662 0.016273456127860211 -0.064329792031759606 -0.017935797476684775 -0.12038547384164484 -0.0042971565061083903 0.088350039114161463 4.4977476610243954e-05
leaf_weight=7.1207641882147348 0.068827641315305388 0.31390954157882323 0.6992546432296497 0.17677208459788474 0.18170857604127377 0.20571259562746036 0.17687684239353973 0.77288510216565842 0.65092579778138315 1.7967798183506136 0.15760941002120654 0.57347650167592823 0.17857807667172665 0.22980697310483122 0.25256710877541977 0.27105205881643613 0.82489802902374243 0.16944141476778896 0.13099767459389966 0.65854707433264437 6.1182498001851711 2.439102762611582 3.1357090393721583 1.7532281442545357 0.40211805297440184 1.3856690351385621 0.38105778279532387 15.240755851949869 0.47427782532758911 38.796533313717887
leaf_count=613 52 22 16 35 7 38 18 26 23 32 40 17 25 38 21 13 26 20 33 17 1096 31 34 30 24 15 16 279 21 1955
internal_value=1.47968e-06 0.0022074 -0.000184845 -2.58211e-05 0.0149159 -0.0061521 0.00288215 -0.00013418 -0.00866876 2.49287e-05 -0.000158759 -0.0190978 -0.0400527 7.51079e-05 0.0193064 -5.16502e-05 -0.0115225 -0.0203108 -0.0624024 0.000171476 0.0019787 4.10133e-05 -0.000315107 -0.00658675 -0.0173541 -0.0445376 -0.0916039 0.000376947 -0.000400731 0.00111145
internal_weight=85.7381 6.67786 79.0602 78.361 0.564193 0.387421 6.60904 77.7968 1.42381 76.373 74.5762 0.909664 0.336187 73.6665 0.482374 73.1842 1.39639 1.12534 0.300439 71.7878 6.29513 71.1292 64.0085 6.36118 3.92207 2.16884 0.783176 57.6473 54.5116 39.2708
internal_count=4633 1188 3445 3429 80 45 1136 3349 49 3300 3268 82 65 3186 59 3127 92 79 53 3035 1114 3018 2405 116 85 55 40 2289 2255 1976
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 1 2 2 1 2 0 1 1 0 2 1 2 0 1 1 1 2 1 1 2 1 1 2 2 2
split_gain=0.00371875 0.0256357 0.0451843 0.0346452 0.0367764 0.108767 0.0455882 0.0948367 0.150088 0.0862457 0.254161 0.0731016 0.0460933 0.101589 0.0360625 0.0777119 0.0952235 0.161522 0.0492083 0.120054 0.0643966 0.0587449 0.0277667 0.0271998 0.0421132 0.0907847 0.018609 0.035281 0.0185075 0.113305
threshold=0.53998383280000006 0.41917906650000009 37.765550062200006 0.54088200950000009 40.806664626150003 0.42111014640000005 40.003678352300007 39.571921479100006 0.41997245590000004 40.574766824850009 0.55688452445000014 0.42039160505000012 0.44765126795000004 0.56065686655000013 42.320906304050006 0.44618424600000006 43.067541470150012 0.55877069550000014 0.43967246490000006 0.44393880420000004 0.44720217960000008 41.087689990200012 0.45218706025000005 0.42039160505000012 39.198779702000003 0.45107930900000009 0.46280051495000007 38.911218973650008 38.751720283100006 38.324118171300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 -2 -3 6 -6 7 8 -5 10 -8 -9 -12 -14 18 16 -16 -18 21 -20 -21 -7 -22 -10 26 -26 -25 -28 29 -1
right_child=1 3 -4 4 5 14 9 11 23 -11 12 -13 13 -15 15 -17 17 -19 19 20 22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00053954751569911094 0.0069839582680039595 0.052545821127551934 -0.015987561567103216 -0.10822088131787636 0.057985219883565156 0.00090702992200181469 -0.11044521360302646 0.094787662986084931 0.044214977110194793 -0.0048465523310289131 0.074868598351870264 0.0043264514648554252 0.10143856153816622 -0.1045448211108097 -0.065094271671535128 0.0035464076976181704 0.08378862732624312 -0.070391344743601231 -0.10939616539063515 0.059000984014568381 -0.062284635988714511 0.037863149017107266 -0.001445698028258529 0.0013533015165158053 -0.079251458080240866 0.016171423465421542 -0.03084688637857751 0.095025615972027161 0.00093010700113256052 -0.032049584336010628
leaf_weight=7.800044073771458 1.2757212973847587 0.12880841479636629 2.604215306762697 0.13356598761788419 0.373402056922714 0.8022781531326475 0.31032519042491902 0.18000005977228273 0.13395677972584996 1.3353933533213647 0.1138657801784575 0.17734346802289114 0.041098669171333313 0.057360207225632287 0.41363509836810441 2.271718745564371 0.14398184644801404 0.12866947982831789 0.10320421075448383 0.17440771186375059 0.085744076874107122 0.9272662820876576 0.59964638867234754 2.2520781500589351 0.20123401790624473 0.19761027910550055 0.036131861823821221 0.058033789745650211 61.279708623413541 1.2358843467824554
leaf_count=486 36 5 141 8 28 20 12 4 4 40 7 40 1 78 29 547 10 40 7 9 6 37 170 209 14 27 303 19 2248 48
internal_value=2.13614e-08 -0.00141499 -0.00843454 0.000978115 0.000387786 0.00571374 -0.00574904 0.00118481 -0.00459279 -0.0183251 -0.0527632 0.0498933 0.0315425 -0.0185633 0.00225952 -0.0053624 -0.034852 0.0110281 0.0106329 -0.00748426 0.00474853 0.0207204 -0.0090568 0.000214768 -0.00193239 -0.0319735 0.00317439 0.0467277 0.000307124 -0.00391781
internal_weight=85.5763 15.2607 3.87994 11.3808 11.252 6.02395 5.228 3.36995 3.01261 1.85804 0.52265 0.357344 0.212325 0.0984589 5.65055 2.95801 0.686286 0.272651 2.69255 0.963002 0.859798 1.72954 0.68539 2.87904 2.74509 0.398844 2.34624 0.0941657 70.3156 9.03593
internal_count=4633 1851 177 1674 1669 903 766 628 584 138 98 44 86 79 875 626 79 50 249 192 185 57 176 576 572 41 531 322 2782 534
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 1 1 0 1 2 2 1 0 1 1 0 2 0 0 0 0 1 1 1 2 2 0 0 0
split_gain=0.00435142 0.0563369 0.0275321 0.0953881 0.0231037 0.017575 0.136594 0.0875546 0.0793613 0.112896 0.0536639 0.0465792 0.145736 0.178976 0.0780483 0.102163 0.112469 0.0385025 0.0344865 0.0234484 0.0541965 0.0493678 0.224776 0.0802079 0.0842592 0.0540116 0.0811169 0.0690376 0.0846005 0.233191
threshold=41.404176814550006 41.542492784600007 0.48119816770000007 0.48654231910000006 41.362929270750008 0.3459626957000001 0.34608245260000009 0.34569324270000007 0.48185683060000012 0.34584293880000011 41.675153845500006 42.431220712750012 0.34521421515000011 0.47943175355000006 0.34515433670000012 0.34494476210000008 0.47757552170000012 42.580420142950011 0.48104847160000008 0.48271009850000007 0.48911709230000006 0.49194634890000005 0.34708541665000009 0.3475943834000001 0.34900152690000003 41.835830569250014 42.055256506450007 0.50291907430000016 0.52507409960000018 0.53146612375000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 7 -7 10 18 -10 -3 12 14 -14 15 16 -12 -13 -9 -8 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=1 5 3 -5 -6 6 19 8 9 -11 11 17 13 -15 -16 -17 -18 -19 -20 20 21 22 23 24 25 26 27 28 29 -31
leaf_value=0.00030714582763360351 -0.0062357998367043692 0.025364966094489197 -0.060492669858102324 -0.00064047664197907847 0.016610514855366031 -0.048910173927254927 0.01400049942514736 0.022134064098206476 -0.026471133303310586 0.030052960167569438 -0.0016329546332684245 0.032118017123406124 0.0025026431306310664 -0.10644364965891445 0.027002421263226106 0.0065153375977328471 -0.10781680134943455 -0.00041386664354059314 0.058998036939668944 -0.017265489183752789 0.013718353057198927 -0.13179541033151101 -0.036217477647251105 0.044382667605724957 -0.03955452132217268 0.04251170219638431 -0.025540297003459347 0.027995853954169782 -0.089873022027269503 0.0018285898946804548
leaf_weight=49.539567508025641 1.447058250813938 0.74778179032991765 0.48085343744605757 0.59671280138707061 0.8847368564770467 0.59670876013024354 1.0838615903407713 0.4849045976075097 0.63684866204857804 0.7937834495678544 0.1918069916815146 0.3791524353938297 0.27614223612545163 0.33217533899733098 0.6591919024940579 0.70002854940685211 0.20783851732267067 8.9884606499928896 0.53240220248699188 1.8546873643824699 2.4818485065188716 0.13155713118612489 0.59042839705943961 0.4421996851451685 0.33723254432146532 0.45237348886916962 1.0106244819328143 1.0991745206629966 0.28848257050050907 7.156916587049782
leaf_count=2150 18 17 16 34 17 12 173 38 7 63 58 34 29 20 4 12 9 416 5 34 20 2 6 9 97 79 40 165 208 841
internal_value=-1.32277e-06 -0.000858311 -0.0152474 -0.0273489 0.000593202 0.000260935 -0.00188685 0.0027821 0.0200745 0.00489115 -0.000609073 -0.00226423 -0.0147973 -0.0569881 -0.000205244 -0.0165147 -0.0568546 0.000902855 0.0414266 -0.000229425 -0.00120278 0.000926568 -0.00183191 -0.000329142 0.00163521 -0.000192073 0.00113435 -0.000824583 0.00209871 -0.00172452
internal_weight=85.4055 34.9812 2.52462 1.07757 50.4243 32.4566 17.5261 14.9305 2.44794 1.43063 12.4826 11.7348 2.36718 0.608318 1.75887 1.09967 0.399646 9.36761 1.01731 16.9294 15.8455 13.9908 11.509 11.3774 10.787 10.3448 10.0076 9.5552 8.54457 7.4454
internal_count=4633 2466 68 50 2167 2398 1686 712 113 70 599 582 132 49 83 79 67 450 43 1674 1501 1467 1447 1445 1439 1430 1333 1254 1214 1049
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 0 2 2 0 2 1 1 0 0 1 0 2 1 2 0 1 2 0 1 2 1 1 2 2 0
split_gain=0.00366475 0.0304818 0.0235085 0.0190876 0.0882386 0.0833884 0.0536061 0.0748726 0.22796 0.0731508 0.141567 0.0681275 0.0474796 0.0467346 0.0393686 0.0916273 0.0238044 0.0481125 0.0692876 0.144828 0.0386232 0.0468989 0.0456779 0.0224367 0.0351235 0.077724 0.0202258 0.0169181 0.0129594 0.0481046
threshold=0.41808628485000005 0.4172030777500001 0.41917906650000009 40.806664626150003 0.42111014640000005 0.54284302865000023 40.003678352300007 40.574766824850009 0.55688452445000014 39.571921479100006 0.41997245590000004 0.42039160505000012 0.54504356155000011 0.54088200950000009 0.44765126795000004 0.56065686655000013 42.320906304050006 0.44618424600000006 43.067541470150012 0.55877069550000014 0.43967246490000006 41.087689990200012 0.55980359870000018 0.42039160505000012 39.198779702000003 0.45107930900000009 0.44720217960000008 42.527280425250005 38.536700832000001 0.56859076075000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 -5 -6 9 8 -8 10 -4 -11 -9 -12 -10 -16 20 18 -18 -20 21 -7 -22 -15 28 -26 -24 -19 -25 -30
right_child=2 -3 3 4 5 16 7 12 14 11 13 -13 -14 23 15 -17 17 27 19 -21 22 -23 26 24 25 -27 -28 -29 29 -31
leaf_value=-1.7625092040401015e-05 -0.012175465031578648 0.014692260070069907 -0.10741302212496964 0.050523886411850009 -0.085443262823729188 0.00078603415433536352 -0.1093928840790674 0.013995698989226557 0.071193281318452928 0.093044428377681357 0.066988093254350886 0.0038636991715948442 -0.023453572158589474 0.040467452682316329 0.10129938947978714 -0.10411269138898904 -0.056503548718288492 0.029517086260432271 0.08428987960436285 -0.066433172407271757 -0.070165638847616438 0.03401491105051694 0.028447950156751813 -0.0030175900643719389 -0.074778681876596281 0.01457472506813165 -0.0078554538980034391 0.00019979269229877317 0.039964101027615696 -0.0071167618101782171
leaf_weight=70.67211188213173 1.794489862746558 1.4373648688160745 0.12175271893906492 0.38168853371826106 0.10981987597855702 0.80188093241304181 0.28343598661012936 0.63322361064729171 0.10803354904055595 0.16571710677817453 0.10862382790946901 0.17731717324047569 0.72750122440572795 0.13174760807305608 0.037224821746349335 0.052121458596067427 0.36330306927266098 0.21776167460463502 0.13196412596926166 0.12333595753671034 0.1015754505060612 0.90312277304474264 0.20160235313232988 1.443818728213244 0.19249434315133829 0.19695417195597287 0.64272722623016243 2.0482895813731901 0.36926297866739322 0.52637403030436758
leaf_count=2790 32 17 8 30 115 20 12 6 7 4 10 40 36 4 1 78 27 27 9 40 4 36 15 468 14 27 173 520 22 41
internal_value=-3.90905e-06 0.000275588 -0.00154275 0.000145376 0.00399013 0.000843943 -0.00424703 -0.0180123 -0.0519331 0.00313469 -0.00172739 0.0469462 -0.00602627 0.00260616 0.0305787 -0.0185308 0.00255579 -0.00373055 -0.0284484 0.0114753 0.00939644 0.018387 -0.00680919 0.000161467 -0.00178445 -0.0295904 0.000812786 0.00301711 0.00284439 0.0122942
internal_weight=85.2066 72.1095 13.0972 11.3027 6.02707 5.64538 5.2756 1.84154 0.480816 3.43406 3.09103 0.343034 1.36072 2.96928 0.19738 0.0893463 5.53556 2.88465 0.618603 0.2553 2.65091 1.705 0.945905 2.86065 2.7289 0.389449 0.84433 2.26605 2.33946 0.895637
internal_count=4633 2807 1826 1794 1016 986 778 140 98 638 594 44 42 586 86 79 871 623 76 49 248 56 192 576 572 41 188 547 531 63
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 2 0 0 0 2 2 2 2 1 0 2 0 0 0 2 2 2 2 1 2 2 2 0 1
split_gain=0.00386373 0.0241918 0.0361904 0.104234 0.0647804 0.0636461 0.0407742 0.340622 0.022828 0.21865 0.0616684 0.0832479 0.0672406 0.0965734 0.0389111 0.0883062 0.198377 0.159274 0.0732437 0.125462 0.131307 0.0875768 0.0769123 0.0691843 0.184881 0.0622912 0.0710234 0.0574859 0.0460238 0.0710202
threshold=41.243661560350013 40.94178426300001 0.34560342505000002 0.48185683060000012 0.5206281249000001 0.55234873210000013 41.037275035300006 0.48032993025000009 0.53938504835000012 0.54191491270000014 41.835830569250014 41.319407281650008 41.542492784600007 41.600558339100012 0.39995808510000008 0.5276039639500002 43.61821939175001 0.53499895210000015 0.50947576420000018 0.50035927070000008 42.409092016550012 43.219899330700009 43.521589032450009 42.546237522150008 0.39431454150000006 43.940903692500008 48.823707093150006 42.320906304050006 0.49588335680000006 0.34900152690000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -4 -6 -3 -8 14 -10 11 -11 -13 -14 15 18 -17 25 19 28 -21 23 -23 24 -20 -18 -27 -16 29 -2
right_child=8 2 4 -5 5 -7 7 -9 9 10 -12 12 13 -15 27 16 17 -19 21 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00011133101843340543 0.0001291830391750216 -0.002169973231243225 0.034239272566638571 -0.031330192693213896 -0.025656729361043008 0.025379887364088496 -0.037874403356909912 0.10371463675568893 -0.09973793244439115 0.025882790005688067 0.0019764669306144666 -0.11060492434324637 0.069625273318903599 -0.073703205814997758 0.032677720079101989 -0.10667235586541357 0.096053578872326281 -0.1062706285702037 -0.075642272359697185 -0.075180930706290131 0.0023464869506859584 0.030631794227991338 -0.10172475098655201 0.071855871141913316 0.066918301250422585 -0.10331861434485666 0.10069686693902152 0.0029832719803993524 0.019644340174516921 -0.027432898687063681
leaf_weight=39.86843616435884 28.196829050723771 0.67767840716988137 1.0783752207207729 0.74669196177273978 0.51174319797428314 0.46763377810262341 0.34187319229526381 0.33778348937630653 0.24241148480268648 0.15839148817082094 3.9912918529849506 0.15589760060979074 0.072250963735086771 0.13456561768788333 0.85358987614495507 0.24886444911498884 0.14641146385110915 0.079900242970325053 0.14835184008234037 0.46044022275509533 0.41569644620176405 0.086582940522930585 0.089068506707292272 0.38312331376528164 0.23518081504880683 0.041042088614403838 0.029206934319518041 2.7597666164308765 1.146118354750796 0.96694383734159828
leaf_count=1909 905 8 29 16 21 36 36 4 19 12 806 28 19 56 13 52 27 9 51 23 39 4 64 19 10 66 2 172 24 154
internal_value=-4.65583e-06 0.000645996 0.00790093 -0.00132113 0.0173304 -0.00128772 0.0151873 0.0324941 -0.000702682 -0.00721792 -0.00224763 -0.0346011 -0.0610135 -0.0236317 0.000151029 -0.000937942 -0.0408379 0.0144083 -0.000260582 -0.00109054 -0.0383969 0.0272073 -0.0364829 0.0417996 0.0117753 0.0589124 -0.0184966 0.00999805 -1.2167e-05 -0.000784656
internal_weight=85.0721 44.0302 4.16178 2.10403 2.05775 0.979377 1.35734 0.679657 41.0419 4.75481 4.5124 0.521106 0.362714 0.206817 36.2871 32.6738 0.545425 0.296561 32.1283 31.186 0.876137 0.942307 0.175651 0.766656 0.383533 0.21666 0.070249 3.61336 30.3099 29.1638
internal_count=4633 2059 150 64 86 57 48 40 2574 940 921 115 103 75 1634 1449 156 104 1293 1145 62 148 68 80 61 95 68 185 1083 1059
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 0 1 2 1 1 0 2 0 0 0 1 0 0 0 1 2 2 2 2 2 1 1 2 2
split_gain=0.00359001 0.0873925 0.0626738 0.0920076 0.037261 0.0222304 0.0289615 0.347224 0.151813 0.303251 0.0527751 0.0511207 0.0376787 0.0271179 0.0843684 0.0175939 0.0242339 0.0162554 0.069005 0.0442684 0.158082 0.119474 0.0174484 0.0676301 0.065943 0.0320658 0.107851 0.0264939 0.0946069 0.112275
threshold=0.34708541665000009 0.3465914194000001 0.48389269780000005 0.35585760905000008 0.47976108500000009 0.48735067810000005 0.49688632075000011 0.3475943834000001 42.670715716450012 0.34900152690000003 0.35585760905000008 0.50101793360000013 42.055256506450007 0.49820364660000011 0.49877249185000011 0.47880302985000006 0.36551300860000008 0.48458129995000004 0.48368312325000012 0.48735067810000005 0.34575312120000007 42.206017975500011 40.165165956550005 40.250747516500006 40.040404835300002 39.427119987250002 0.34494476210000008 0.34479506600000004 41.600558339100012 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -2 15 -4 8 -8 9 -7 11 -9 -11 -12 -15 16 -5 18 22 20 -19 -21 24 -24 25 26 -1 28 29 -25
right_child=2 -3 5 4 -6 6 7 10 -10 12 13 -13 -14 14 -16 -17 -18 19 -20 21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-9.2944406535860663e-05 0.094197481400743993 -0.037636101202024631 -0.025681083109187298 0.019982063897278912 -0.10176984524324216 0.058645725169716181 -0.14412962244308267 0.053422106116353986 -0.017033954040415487 0.0081812066278289363 0.031882499861005872 4.7362316301010867e-05 -0.027755711446388144 -0.057130007208050115 -4.9223963514582972e-05 0.10040772928946942 -0.10136451574665456 -0.0076911017604446245 -0.025388285554782321 -0.02478745222699081 0.047084093135469268 0.016265959989690017 0.030978754377225772 -0.005728059269835533 -0.033081617393956333 -0.0086077524299423367 0.063578468990009226 -0.0012667829113278337 -0.0025894922611891936 0.043859850573081921
leaf_weight=2.9043984545449049 0.17445901953618892 0.62911586579866607 0.3265098504780316 0.098093967624402589 0.034479945731163752 1.2375943381339309 0.16720312088727851 0.36457312543643539 1.4340987832808165 0.51684469759675244 0.26098717122033477 0.35337196870386833 0.66990637965500355 0.26086638146079977 35.074621665473558 0.020304891280829906 0.019775523105225901 1.2117635062895709 1.107886375975794 1.3295283077750357 0.93221577070653427 1.5185494273900983 0.73324822215363639 0.74974084735658442 0.72671633090976673 3.0382196614518762 0.29285708201142835 23.542904810788741 3.960303976029222 1.1677636197404586
leaf_count=216 29 17 17 134 14 9 2 21 30 42 14 26 9 13 2815 2 13 30 40 22 18 18 8 34 13 44 23 591 327 42
internal_value=-4.31613e-06 -0.000633392 0.00066819 0.04298 -0.00877283 0.000307033 0.000517379 -0.000354009 0.00875636 0.0240124 0.00030798 0.0271511 -0.0121047 -0.000233419 -0.000470626 0.0144336 -0.000376827 -9.47268e-05 -0.000795612 0.00527193 0.0161255 -0.00289843 -6.15411e-05 0.000980288 -0.00457381 -0.00125135 0.00573913 0.000232641 0.00623841 0.0244711
internal_weight=84.8589 43.8452 41.0137 0.347113 0.172654 40.6666 40.3401 36.4816 3.85844 2.42435 36.3144 0.717945 1.18675 35.5965 35.3355 0.138174 0.117869 43.2161 38.224 4.99206 2.14398 2.84808 37.1162 30.154 6.96219 6.23548 3.19726 29.4207 5.87781 1.9175
internal_count=4633 1443 3190 192 163 2998 2981 2891 90 60 2889 47 51 2842 2828 149 147 1426 1338 88 48 40 1298 1002 296 283 239 994 403 76
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 1 0 0 1 1 1 0 0 2 1 1 2 2 0 1 2 1 0 0 0 1 0 0 0
split_gain=0.00533419 0.0431932 0.0204933 0.0683683 0.125731 0.209802 0.154035 0.120791 0.323124 0.217288 0.122802 0.0594413 0.0530186 0.0517546 0.0279625 0.0995528 0.0253857 0.0217089 0.0811694 0.051176 0.2252 0.0495534 0.0186454 0.016877 0.204007 0.147508 0.275895 0.0542364 0.0405097 0.191105
threshold=41.184662530950007 41.11191809080001 41.741384785950011 0.48104847160000008 41.489621506400006 0.49194634890000005 0.37043801085000005 0.48735067810000005 0.50947576420000018 0.40115565405000009 0.41917906650000009 0.34587287805000005 0.54413041525000005 0.54450465555000005 41.909642283050012 0.3459626957000001 0.44844465735000011 42.027798546600003 42.055256506450007 0.48389269780000005 0.36880632320000012 41.972095654800007 0.3453339720000001 0.49588335680000006 0.49194634890000005 0.49877249185000011 0.35210023650000005 0.49067393190000008 0.52507409960000018 0.53146612375000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 22 7 -6 -7 11 -9 -10 -11 -5 -8 -14 15 -4 -15 19 -19 -16 -21 -22 -2 24 27 -25 -27 -20 -28 -30
right_child=2 -3 14 4 5 6 12 8 9 10 -12 -13 13 16 17 -17 -18 18 23 20 21 -23 -24 25 -26 26 28 -29 29 -31
leaf_value=0.0002181369912735324 -0.00070808741395846553 0.018645842083774785 0.023854633216981051 -0.0061556619846973876 -0.082679719256429016 0.10227809582683695 -0.10239291776393207 -0.099499901596302773 0.031698845135581417 -0.10900251110895054 -0.0052624292021017458 0.023036046295140594 0.10093743779231401 -0.10107800401351426 -0.001338241505520716 -0.0094267257441922117 0.019254629043968519 0.060385224986786959 -0.0016526964716937428 -0.1399085710947845 -0.023013621887076608 0.069494682022760046 0.011938163869274017 0.043257901242649527 -0.048861518368248584 -0.14180324312243101 0.01886017571533782 0.018587179695558131 -0.08556871297178692 0.0016761816193056724
leaf_weight=42.10882429791674 3.4466018256140991 1.3115749744874836 1.9794995664676123 1.5523849162273111 0.57641572412103403 0.12989531038329005 0.078103630800796964 0.44932733103632916 0.77763232245342784 0.21993983330321498 0.23713554300022466 1.2667210288345812 0.037363626761361957 0.037402502668555826 1.0906996352967286 1.6462359883580573 0.032999297394864513 0.22120559578002286 13.593968564622829 0.14917087648063887 0.13357981488059067 0.10221134423045442 1.7618282503972293 0.82629971318811968 0.8935063600063281 0.13690070039592583 1.1373201791270071 1.4668201359745587 0.26032311374628125 7.0621765169955353
leaf_count=1994 60 39 30 32 20 4 19 11 28 8 34 15 13 12 39 56 36 17 791 6 27 20 36 18 16 3 185 15 208 841
internal_value=8.84144e-07 0.000774772 -0.000812664 -0.00460277 -0.0124921 -0.0467882 0.0187304 -0.00569727 -0.0268877 -0.000463151 -0.0551811 0.00696117 -0.0396572 0.00581084 0.000496437 0.0087435 -0.0446747 -0.000607997 7.18745e-05 -0.0124018 -0.0437479 0.0170871 0.00356969 -0.000453857 -0.00243575 0.00290173 -0.000977225 0.000318532 0.00130169 -0.00142547
internal_weight=84.7241 43.4204 41.3037 10.6038 5.39532 0.89218 0.315764 4.50314 1.68404 1.23471 0.457075 2.81911 0.185869 0.107765 30.6999 3.62574 0.0704018 27.0742 25.5985 1.47566 0.384962 0.235791 5.20843 25.3773 15.9543 9.42302 8.59672 15.0608 8.45982 7.3225
internal_count=4633 2033 2600 328 232 104 84 128 81 70 42 47 80 61 2272 86 48 2186 2094 92 53 47 96 2077 822 1255 1237 806 1234 1049
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 0 2 2 1 2 1 2 0 2 2 0 1 1 1 1 1 1 1 1 1 2 0 2 2 1
split_gain=0.00482176 0.0276715 0.0542639 0.0431121 0.0349583 0.03353 0.0273872 0.0194229 0.154648 0.113707 0.103714 0.0350662 0.039945 0.0320654 0.0169888 0.0635673 0.0723025 0.05812 0.0489202 0.201425 0.171258 0.126517 0.0803113 0.0536777 0.0955943 0.0194574 0.0145774 0.143455 0.0735362 0.186752
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 41.965446242000006 41.873095646600007 0.54284302865000023 41.909642283050012 42.477827694800006 0.34626208795000007 42.431220712750012 0.35027394390000005 42.371983470600007 0.55234873210000013 42.498713093000006 41.404176814550006 0.47961138885000004 0.34515433670000012 0.34530403280000005 0.34569324270000007 0.34587287805000005 0.34614233110000009 0.37043801085000005 0.43349001525000008 0.43593006200000012 0.46280051495000007 41.362929270750008 0.49588335680000006 42.684965421050009 42.686561923500008 0.3475943834000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -4 -6 8 9 -2 -10 -12 -13 -9 25 16 -16 -18 -17 -20 -21 -22 -23 -24 -25 -1 27 -15 -28 -30
right_child=7 2 5 -5 6 -7 -8 13 10 -11 11 12 -14 26 15 18 17 -19 19 20 21 22 23 24 -26 -27 28 -29 29 -31
leaf_value=0.00024393532410517239 -0.10488464711483864 -0.0066448561449296345 0.029936578609957378 -0.024161736713652363 0.028676948442475772 0.0013644054710668227 0.0015651754051975845 0.04058900203122015 0.030184822020529335 0.0054508835406306107 -0.0051269473354647504 -0.068191458524071158 -0.0076232409215244781 -0.032665913601891243 -0.013828544367523355 -0.035452553447883346 0.039666299928673099 0.0016931404920942181 0.050982919614934022 -0.057834102081524924 0.010532770798082215 -0.099273446978653326 0.064699586355174185 -0.10202180582119605 0.073898462210524068 0.015387050722472751 0.016914089232723716 0.0012455734627631195 -0.12241418237376225 -0.0010262147699999602
leaf_weight=49.251628866570563 0.26438030582706717 1.2243927711650067 1.2409214480285298 0.73113874018581171 0.76016394944940546 0.61391549153199765 0.73077599436404483 0.19164181079614451 0.79929964244365725 0.14442548933584476 1.3037873692234141 0.21771908014125063 0.21782620920613738 1.4026418390771862 1.0043560193771406 0.77044881414622057 0.79238746258852166 0.82034610831760801 0.49943604413419995 0.77604622393846545 1.5587247102521358 0.1915387401143106 0.066378249321132898 0.094378643851086963 0.045916562048013532 0.86338060380785364 2.4786714043324176 11.274367768836283 0.1308507682988419 4.0342267926104558
leaf_count=2150 41 40 34 57 17 30 35 17 4 16 42 20 21 61 38 25 7 38 8 7 18 52 8 16 46 17 62 646 3 1057
internal_value=-1.78253e-06 0.00045275 0.0096942 -2.99159e-05 0.000273106 0.0204797 0.0153883 -0.00125725 -0.00882361 -0.0659046 0.000368366 -0.0133336 -0.0378999 -0.000114311 -0.000124106 -0.00488526 0.00723371 0.0203506 -0.0128087 -0.00741151 -0.0180827 -0.00231887 -0.0526242 -0.009391 -0.0444457 0.000504821 -0.000518045 -0.00250655 0.00327624 -0.00483976
internal_weight=84.4961 62.0363 3.07923 58.957 58.2259 1.85484 1.49094 22.4598 2.94744 0.408806 2.53863 1.73933 0.435545 19.5124 56.735 6.61996 2.61709 1.61273 4.00287 3.23242 2.73298 1.95694 0.398212 0.206673 0.140295 50.115 19.3208 12.677 6.64375 4.16508
internal_count=4633 2643 104 2539 2482 64 52 1990 144 57 87 83 41 1846 2430 263 83 45 180 155 147 140 122 70 62 2167 1829 707 1122 1060
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 2 2 1 0 2 0 1 0 2 2 2 2 1 1 0 2 1 0 0 1 2 1 2
split_gain=0.00408746 0.0353492 0.0175016 0.182119 0.0360696 0.0847019 0.0567902 0.0737687 0.0331088 0.0280288 0.0864688 0.182421 0.143611 0.0625404 0.102974 0.184367 0.0552896 0.0639456 0.0449791 0.0425994 0.0493678 0.0967321 0.0414434 0.0365135 0.0225772 0.102671 0.0887223 0.0458631 0.0339313 0.0706601
threshold=41.184662530950007 41.11191809080001 0.53938504835000012 0.54191491270000014 41.835830569250014 41.319407281650008 41.542492784600007 41.600558339100012 42.027798546600003 0.39995808510000008 0.5276039639500002 43.61821939175001 0.53499895210000015 0.37644082515000005 0.5054040298000001 42.580420142950011 43.940903692500008 48.823707093150006 43.321682097200004 0.38334181610000007 0.39431454150000006 0.52366695610000014 42.320906304050006 0.37820723930000005 0.49588335680000006 0.49688632075000011 0.35210023650000005 42.431220712750012 0.34900152690000003 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 -1 9 -4 5 -5 -7 -8 -6 10 13 -12 16 14 24 -16 -13 -18 19 -15 21 -21 -11 -20 28 -26 -27 -28 -2 -30
right_child=2 -3 3 4 8 6 7 -9 -10 22 11 12 -14 18 15 -17 17 -19 23 20 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.00017196380698499699 -7.6203752191726279e-05 0.016914540872863204 -0.096589648756991414 0.025660590037108324 0.046964510251811857 -0.10872673534574039 0.067046444556678006 -0.068827812683373998 -0.00078911432243177241 0.028170981439555473 -0.10547848518996941 0.095080500650558147 -0.10567056284473422 0.085473004125041885 -0.10977025467161583 0.00217084299442925 -0.10301627386895562 0.1005617327654693 0.040692960269589233 0.063519092286104639 0.052464574037893522 -0.10160079080177489 0.0025551506493072316 -0.067840169959768132 0.04674651547163719 -0.03429790412807409 0.062728047351628013 -0.0028125371873917583 -0.0016791974296896048 -0.06176920864743865
leaf_weight=42.101393132533822 28.403576588966796 1.2999972004429299 0.21400591874771713 0.1871099766428016 0.15092504795120509 0.13361808112820306 0.060672734753495661 0.11703069476172345 3.8194818929091952 0.81976188287263019 0.23877220903886964 0.13412247621454298 0.072727566584944725 0.16268012515501951 0.24037348298725092 0.37929523701541257 0.037032741569873906 0.026449265809787903 0.052638777706306428 0.06829653803652036 0.23395627229547244 0.073835538963066938 2.7515835033532481 0.075397106321986485 0.54139643162488826 0.54659693688154221 0.19222529232501984 0.24016257305629551 0.66485940636630303 0.27731287972876828
leaf_count=1994 922 39 19 18 40 28 19 56 766 13 53 27 9 7 20 44 66 2 10 4 18 41 172 49 5 15 17 24 21 115
internal_value=-2.57241e-06 0.000673452 -0.000719663 -0.00647261 -0.00215704 -0.0275135 -0.0594721 -0.0224367 0.00102612 2.38609e-05 -0.00089584 -0.0417857 0.0144714 -0.00024839 -0.000890212 -0.0412518 0.0586892 -0.0181971 0.0300577 0.0427188 0.0242252 -0.0222583 0.00843497 -0.0232195 -7.99118e-05 0.0118021 -0.00752277 0.0263246 -0.000695511 -0.0193657
internal_weight=84.3173 43.4014 40.9159 4.68284 4.46884 0.498431 0.311322 0.177703 3.97041 36.2331 32.6617 0.509104 0.270332 32.1526 31.4858 0.619669 0.197604 0.063482 0.666804 0.538768 0.376088 0.142132 3.57135 0.128036 30.8661 1.52038 0.978985 0.432388 29.3457 0.942172
internal_count=4633 2033 2600 946 927 121 103 75 806 1654 1469 157 104 1312 1183 64 95 68 129 70 63 45 185 59 1119 61 56 41 1058 136
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 0 1 2 1 0 2 0 1 0 2 1 1 0 2 2 1 0 1 2 0 1 2 0 1
split_gain=0.00429448 0.0221387 0.0135046 0.00906103 0.0547542 0.0360736 0.0228873 0.0576832 0.0566319 0.0192198 0.00947984 0.0164787 0.00683426 0.021561 0.0190101 0.0330817 0.0240298 0.0325216 0.0436355 0.0185217 0.0219405 0.0123016 0.052866 0.0347982 0.0341326 0.061867 0.0878153 0.0257361 0.0402588 0.0295762
threshold=43.735142172100005 43.564719632750005 43.847394126900006 0.46735127690000006 0.34007963835000005 41.909642283050012 0.41229304515000009 0.32012514595000008 39.476991512000005 0.3621298763500001 0.42615490555000007 35.771221912400001 0.61797550970000004 0.48814406755000012 0.58887458460000019 47.309807198350008 0.41861022125000008 0.43593006200000012 0.58035687555000015 45.044778924400006 49.960114208400007 0.3465914194000001 0.47787491390000009 0.3584174126500001 45.044778924400006 0.47774018740000007 0.34491482290000003 47.927946529500012 0.52366695610000014 0.37820723930000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 10 -9 -6 11 -8 14 -14 16 -16 21 -18 19 -19 -21 22 24 -23 25 26 -4 28 -25 -29
right_child=2 -3 12 -5 9 -7 7 8 -10 -11 -12 -13 13 -15 15 -17 17 18 -20 20 -22 23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=0.075894608572754318 0.023155824350048902 -0.015308051002725424 0.059410850953131214 5.5485771801364167e-05 -0.10391677313596265 -0.10059372638728843 0.027750089354447428 -0.033886818782066716 0.08566849010322064 0.028678885859439753 -0.10344942589660407 -0.10126813766658359 -0.10080155211065855 -0.0036364599829446136 -0.010316934251181889 0.071159814647097849 -0.078560898450502195 0.081692510127172893 -0.10115491329272251 -0.10059154558952013 0.038264125178538451 0.055407893148448753 -0.035270274422118227 -0.068084158843747175 -0.00011162884379234762 0.10136465650033727 -0.063974247938030193 0.070181611814335895 0.0035337440427582762 0.0053597281257537679
leaf_weight=0.050874501908291014 0.30044715385755694 0.95963398722224624 0.13329242062693847 76.16513883810542 0.075361004730740533 0.029780548038546961 0.020701124856714159 0.067787393227263237 0.095354041928658262 0.012786550686740394 0.038837917149066925 0.018972943899925099 0.026554311191830382 0.16315850477161575 0.09510904437956913 0.10468323375216215 0.087922624082966361 0.0440824969264213 0.031791524327729803 0.016765699143263646 0.03541996293280647 0.14914516997396265 0.40095028601444926 0.083799103529713537 3.205258539624765 0.095790538936853409 0.10168844624149642 0.11896470322972152 1.239022014824968 0.17238114032174678
leaf_count=92 24 48 53 2912 164 96 7 34 20 24 2 46 19 186 25 59 81 66 45 18 53 14 23 116 117 3 25 11 175 75
internal_value=-4.99659e-06 -0.000213531 0.00244251 -2.43686e-05 -0.0148423 0.00425817 0.0149325 0.00209838 0.0359917 -0.0846826 -0.0683291 -0.033949 0.00145559 -0.0172368 0.00203541 0.0323737 0.00101089 -0.03173 0.000422984 0.033968 -0.00634607 0.00225143 -0.000857529 0.00919285 0.00304453 0.0336285 0.0060157 0.00492269 -0.00100316 0.0318283
internal_weight=84.1415 77.5352 6.60623 76.5756 0.410456 0.322308 0.292528 0.241653 0.163141 0.0881476 0.078512 0.0396741 6.30578 0.189713 6.11607 0.199792 5.91627 0.215982 0.12806 0.0962682 0.0521857 5.70029 3.93698 1.76331 3.53603 0.330771 0.234981 1.61417 1.32282 0.291346
internal_count=4633 3445 1188 3397 485 297 201 109 54 188 55 53 1164 205 959 84 875 263 182 137 71 612 221 391 198 81 78 377 291 86
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 2 0 2 1 0 0 0 2 0 1 1 0 1 1 0 2 1 2 1 1 2 2 1 1 2
split_gain=0.00381704 0.0194985 0.0374603 0.0152645 0.0323378 0.0523039 0.0159398 0.0595397 0.0215926 0.0208207 0.0279533 0.0155455 0.0929007 0.0635352 0.0393009 0.0401992 0.0192159 0.0698094 0.0483728 0.0384383 0.0959155 0.0382066 0.0411565 0.0374221 0.0195623 0.120284 0.133911 0.0739759 0.0590518 0.0151351
threshold=0.47938684470000009 0.47847369840000004 0.34548366815000003 0.47976108500000009 0.34458549145000011 41.976795488650005 0.48077901860000011 40.165165956550005 0.3447052483500001 0.48119816770000007 0.48185683060000012 0.48271009850000007 41.489621506400006 0.48265022005000008 0.34494476210000008 0.3453339720000001 0.48458129995000004 0.34587287805000005 0.34614233110000009 0.48847339900000003 41.741384785950011 0.34587287805000005 40.574766824850009 0.34708541665000009 0.35986946500000005 42.055256506450007 41.319407281650008 0.36265381275000008 0.34900152690000003 40.250747516500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 29 4 -2 -6 7 -5 -8 -10 -11 12 -12 -14 -13 -16 21 -18 -19 20 -20 22 -17 -21 25 26 -25 -26 -27 -3
right_child=3 2 -4 6 5 -7 8 -9 9 10 11 14 13 -15 15 16 17 18 19 23 -22 -23 -24 24 27 28 -28 -29 -30 -31
leaf_value=-0.00011536874700007596 -0.0057130268774428436 -0.013837294467661779 -0.00012257867439361344 -0.028333608225070073 0.039651308519670726 0.00025640788564599523 0.012189169393898878 0.0032527302926303927 0.0080754461672956131 -0.0098914790450182043 0.024176986857366412 -0.018736891279326675 -0.030661493489225446 0.013059554884985065 0.018938848911948733 -0.00047338384512572815 0.026857649619532378 -0.02658308187534594 0.04673963791274216 -0.016000763747413268 -0.0057821324200432204 0.0064284179141906221 -0.022282831410179647 0.10058102138021668 -0.055221524035719852 0.0085151342643026411 0.012376998309932137 -0.0001492335430829532 -0.017410940163115431 -0.042609594144605939
leaf_weight=15.055821751997941 0.96324742585420553 0.35554694337770243 1.2446308613762083 0.90658951913701402 0.62010644050315 0.7382429022109136 1.5091117978554383 1.7462740846167433 3.0901899731252334 2.9151126669269152 1.5312794732541299 1.123686893377452 0.76941852830350377 0.58516064682044089 1.1161204362288106 1.6356839090585702 0.97667902754619618 0.68280683644115825 0.6017346228536542 1.4664060464128841 0.82362460139825089 1.6613640220602972 1.8370477415155617 0.26202721864683454 0.24562307918677007 2.4337619221769278 0.50165715767070651 34.909119547146886 1.3748158823273113 0.37634656694717705
leaf_count=1111 4 12 29 16 37 17 26 40 40 31 17 8 8 59 28 11 20 4 22 17 25 16 34 39 15 22 15 2838 39 33
internal_value=-4.51551e-06 -0.00134129 -0.0106795 0.000335175 0.00830216 0.0182408 4.93234e-05 -0.00754158 0.00037385 7.93392e-05 -0.000350742 0.000159221 0.00730186 -0.0117746 -0.000239846 0.000171504 -0.000252411 0.000419095 -0.000177234 0.000245821 0.0163906 -0.00604371 -0.0120104 -0.000312816 0.000266259 0.00641935 0.0426406 -0.000534019 -0.000843629 -0.0286323
internal_weight=84.0592 17.0323 1.97652 67.0269 2.3216 1.35835 64.7053 2.65286 62.0524 60.5433 57.4531 54.538 2.88586 1.35458 51.6522 50.5285 49.4124 44.2783 43.3016 42.6188 1.42536 5.1341 3.47273 41.1934 39.727 4.57226 0.763684 35.1547 3.80858 0.731894
internal_count=4633 1185 74 3448 58 54 3390 56 3334 3308 3268 3237 84 67 3153 3145 3117 3056 3036 3032 47 61 45 2985 2968 115 54 2853 61 45
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 0 2 1 1 1 0 0 1 2 2 0 0 2 2 1 0 0 0 0 2 0 0 2 0 0
split_gain=0.00394562 0.0280921 0.0413423 0.0302247 0.0304401 0.0298596 0.0283117 0.0152018 0.153333 0.0332937 0.06845 0.149526 0.0445641 0.0355954 0.0475684 0.0715164 0.179578 0.0295554 0.0952002 0.0425981 0.0645241 0.159234 0.0381722 0.0274817 0.0254039 0.201192 0.0581225 0.021047 0.0209262 0.0617627
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 41.965446242000006 41.873095646600007 0.54284302865000023 41.909642283050012 0.34554354660000003 0.34560342505000002 0.34515433670000012 0.47868327295000007 0.48077901860000011 0.34503457980000002 40.621691032550004 41.741384785950011 0.47787491390000009 0.47721625100000004 40.148327922700012 40.518963363600001 0.34479506600000004 0.48368312325000012 0.47961138885000004 0.47811442770000007 0.47787491390000009 38.171717059500004 0.47396784530000008 0.47568935060000012 37.892416320650007 0.48185683060000012 0.48001556840000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 9 -9 12 23 -12 17 -14 15 16 -15 22 -19 20 21 -20 24 -11 26 -26 27 -1 29 -10
right_child=-2 2 5 -5 6 -7 -8 8 28 10 11 -13 13 14 -16 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.011970778779625059 -0.0011437773534507575 -0.0044068045429346281 0.028379818147591246 -0.020142771088938659 0.027886561817916568 0.0013166266710498281 0.00025051563297903061 -0.041255012917181547 0.0082439256946250407 0.0076207546247444927 0.044983978909514 0.0031401010654400758 0.0026720675329173819 -0.10578829461625988 -0.012021020311145297 -0.10588430831925698 0.10265520765436134 0.029816939431595427 0.00015517493531594904 -0.013648742489985075 -0.019882339569442738 0.069509776692677092 -0.015705838902774747 -0.009292497469644027 -0.03746787601142381 0.064994862491891126 -0.055947954663640199 0.011651800931609536 0.00038653493093924871 -0.020606447844987733
leaf_weight=0.61096767915190164 22.207124496358503 1.2320536623811613 1.2142955279105079 0.7411544022457538 0.75519813524147383 0.61374247089386802 0.72807046974618927 0.93953640107065339 1.294792445457005 1.6496630107615673 1.2498059207573535 2.6964889948721975 0.51740462927850639 0.093509423891873666 0.54009068943560123 0.16873501647933153 0.074070096015930176 1.2760489127754224 1.3973955231485358 1.688984242005972 0.66007210314273823 0.4338140133768319 1.9208692512474952 2.3003276998642832 0.35333863609594107 0.41875142650678754 0.18961787596344937 0.98562378957285546 33.294318580224299 1.7381523085775823
leaf_count=170 1990 40 34 57 17 30 35 13 101 42 16 53 9 59 4 11 1 19 80 29 13 8 25 17 29 13 3 13 1679 23
internal_value=-5.66236e-07 0.000410387 0.00975139 -7.64293e-05 0.000180097 0.0192937 0.0143213 -0.000191195 -0.00136943 0.00209269 0.0070773 0.0163922 -0.00138149 -0.0181264 -0.0304053 -0.0599288 -0.0136563 0.000967595 0.00590925 -0.0013887 0.00692309 0.0165853 -0.0050521 -0.00222889 0.00294713 0.0181039 -0.00360439 0.00261215 -0.000337861 -0.00828995
internal_weight=83.984 61.7769 3.06009 58.7168 57.9756 1.82804 1.48327 56.4924 37.2668 19.2256 7.89629 3.94629 11.3293 1.39381 0.876405 0.336315 0.16758 9.93548 5.45631 4.18027 2.49128 1.83121 4.47917 3.94999 2.5583 0.77209 1.78621 1.59659 36.3273 3.03294
internal_count=4633 2643 104 2539 2482 64 52 2430 1816 614 128 69 486 84 75 71 60 402 149 130 101 88 253 59 228 42 186 183 1803 124
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 2 2 0 0 0 0 0 1 1 2 1 0 1 2 1 1 2 2 0 2 0 0 1 2 0
split_gain=0.00389469 0.0263224 0.0206686 0.0188257 0.0102759 0.0326519 0.03138 0.102446 0.0308365 0.0926331 0.0550129 0.0356072 0.0100176 0.148709 0.0563234 0.0130972 0.0618171 0.0343373 0.0289598 0.0228907 0.0142206 0.0622477 0.00780105 0.0772892 0.00908407 0.0331204 0.158412 0.0908075 0.0387239 0.0581971
threshold=43.735142172100005 0.39587138110000003 46.095286511800005 43.564719632750005 49.292797572200008 49.064150740050003 48.96897326980001 0.39614083410000006 0.39672464895000009 0.43537618635000008 0.47076434840000009 0.47550971530000002 0.34524415440000006 0.34527409360000011 43.813842866750008 0.38512319990000005 0.48634771415000005 0.39150025445000008 43.968221017800005 0.39233855270000012 0.3584174126500001 48.109449608500007 43.321682097200004 0.48119816770000007 42.783136484500005 0.50291907430000016 0.51809826055000008 0.34626208795000007 43.276780833950006 0.54284302865000023
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 5 6 7 -3 -9 -10 -11 -12 -13 -14 -15 16 -16 -17 -18 -19 -20 -22 24 -24 -1 27 -27 -26 29 -28
right_child=1 4 -4 -5 -6 -7 -8 8 9 10 11 12 13 14 15 17 18 19 20 -21 21 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.00021281356100678398 0.012028359771194298 0.10138281672254996 -0.10359291694439617 -0.014113872517381585 -0.0041668757773536307 0.042954168933664355 -0.038929863775266284 -0.016604835937771921 0.08155223539841483 -0.085546685892989277 0.075502434288328979 -0.006989850233122763 0.10205285504309965 -0.06100318319211339 -0.0083136455971021175 -0.05792778567301006 0.09296061523316905 0.061817545346899649 0.061784659752688202 0.00049424830713478524 -0.10108492864191643 0.069248375937799742 -0.054670175139454394 0.039132718320463437 -0.001045067839403533 0.078413434265577175 -0.10238721565281528 -0.037591989141575549 0.0052115445066929951 -0.0056987937355207977
leaf_weight=70.248914833458471 0.02466612434221005 0.10771647794172157 0.041429092489124741 0.95980336308265535 1.5341280583056294 0.21894520528121564 0.168471166675772 0.69855740864295501 0.15665615951911638 0.06882393415492094 0.069678682000813175 0.74290400545578483 0.15249862149357829 0.14112069049838316 0.41211417788872529 0.09851818921515576 0.10978187387809157 0.063296791436641686 0.063310272758826613 1.588040968030487 0.036238496675537135 0.052591008832678199 0.1212949571368388 0.31845816458360332 3.7768642589182533 0.26825765997637041 0.098817196867983625 0.82910505452612548 0.53067479183664545 0.16823476085151512
leaf_count=3035 45 5 7 48 313 29 15 14 39 77 7 19 3 13 39 16 9 12 6 470 44 6 41 39 146 15 21 35 6 59
internal_value=2.31256e-06 0.00234372 -0.0604441 -0.000196018 0.00298381 0.00520032 0.00345286 0.00501808 0.00268764 0.00627615 0.00299948 0.0047258 0.00330065 0.00611383 0.000409934 0.00398545 0.0158293 -0.000576734 0.0538164 0.00284481 0.0255704 -0.000240054 -2.10797e-05 0.0132595 -9.80044e-05 -0.00394758 0.0119367 -0.00762376 -0.010418 -0.0414764
internal_weight=83.8699 6.54949 0.0660952 77.3204 6.48339 4.94926 4.73032 4.56185 4.45413 3.75557 3.59892 3.53009 3.46042 2.71751 2.56501 2.42389 0.674036 1.74986 0.261922 1.65134 0.15214 0.0888295 76.3606 0.439753 75.9209 5.67195 1.06598 4.60597 0.797727 0.267052
internal_count=4633 1188 52 3445 1136 823 794 779 774 760 721 644 637 618 615 602 104 498 65 482 56 50 3397 80 3317 282 101 181 86 80
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 2 1 2 2 0 2 1 1 1 0 2 1 1 0 2 0 1 2 1 1 0 0 0 1 2
split_gain=0.00375519 0.0191229 0.0382402 0.0379585 0.0341445 0.0240029 0.108437 0.031307 0.0743853 0.204628 0.0682686 0.121685 0.063126 0.0334463 0.0826574 0.0295635 0.0743888 0.0305229 0.0451576 0.0292967 0.032815 0.135073 0.189656 0.0729387 0.0683032 0.0305125 0.023053 0.125303 0.0184602 0.0291866
threshold=0.53998383280000006 0.41917906650000009 0.54191491270000014 0.54088200950000009 0.41808628485000005 40.806664626150003 0.42111014640000005 40.003678352300007 40.574766824850009 0.55688452445000014 39.571921479100006 0.41997245590000004 0.42039160505000012 0.44765126795000004 0.56065686655000013 42.546237522150008 0.42473279245000012 0.42307116555000007 0.55484865720000009 42.409092016550012 0.56345618395000019 0.43349001525000008 40.890797847750008 0.43837010870000009 0.45932756505000005 0.58887458460000019 0.55788748840000013 0.56748300950000019 0.42039160505000012 39.198779702000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -4 7 -7 10 9 -9 11 -5 -12 -11 -15 17 -17 -8 -19 20 -20 -22 -23 -24 -25 -26 -18 -28 -13 -30
right_child=1 3 4 5 -6 6 15 8 -10 13 12 28 -14 14 -16 16 26 18 19 -21 21 22 23 24 25 -27 27 -29 29 -31
leaf_value=0.00031482636867910855 -0.028860539161016958 0.058841745631647548 0.0024422953474018982 -0.10669128842414571 -0.023192324059064177 0.059924260567860203 0.042960280815429741 -0.1084573901936343 -0.0038426463205711542 0.067303343007830849 0.091072055046697575 0.036873677317809765 0.0033799117357980789 0.10117306119144927 -0.10372399128158652 -0.10876394152681559 0.030277934761463683 -0.025452009756006151 0.014293194413709895 0.039508413018962227 -0.10737016062208249 0.093337313881079242 0.03090287991930345 -0.10468230204297285 0.055573156067444979 -0.10041011149063198 -0.10425294108961397 -0.0010182694559530048 0.0024701482936705533 -0.027364987106437672
leaf_weight=68.953082016974975 0.68825705100652657 0.11111707438249041 2.5142731074352587 0.11097507150907482 0.65494947475963261 0.33269585130619805 0.22726249136030707 0.25879502925090481 1.336278146217978 0.1029687870759517 0.15287099219858635 0.12988576106727157 0.17729320691389372 0.033689729869365692 0.047373794385725532 0.069907393802225548 0.18024936842630301 0.41815753089031238 1.444973313649826 0.29798157981008433 0.12237102165818203 0.17678731410887849 0.11207732674665749 0.15431298512703506 0.049961681313334338 0.016743362261660621 0.12472405836479117 2.0509111041893888 2.3368089110642685 0.38140588079980364
leaf_count=2782 18 5 143 8 16 28 6 12 40 7 4 4 40 1 78 15 19 21 26 23 5 21 8 23 21 133 21 533 531 41
internal_value=4.46808e-06 -0.00143992 -0.00749522 0.000691578 -0.00285534 9.59108e-05 0.00450116 -0.00492712 -0.0156136 -0.0511337 0.000853054 -0.00395921 0.0439827 0.0294776 -0.0185695 0.00111563 -0.00710574 0.00771801 0.00485077 0.0101856 0.00597919 -0.0130219 0.00962153 -0.0348099 -0.0681325 0.0164204 -0.00408919 -0.00693647 4.37004e-05 -0.00171616
internal_weight=83.7691 14.8161 3.85748 10.9586 3.16922 10.8475 5.77912 5.06835 1.77911 0.442827 3.28924 2.95908 0.330164 0.184032 0.0810635 5.44642 2.42579 3.02063 2.79337 2.37521 2.07723 0.632254 0.509883 0.333095 0.221018 0.066705 2.35588 2.17564 2.8481 2.71821
internal_count=4633 1851 177 1674 159 1669 903 766 138 98 628 584 44 86 79 875 588 287 281 260 237 211 206 185 177 154 573 554 576 572
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 0 2 2 1 0 2 2 0 0 0 0 2 1 0 0 2 2 0 2 2 2 2 0 2
split_gain=0.00403761 0.027337 0.0295604 0.0210709 0.0120438 0.218448 0.0964932 0.0887839 0.083878 0.0618621 0.0745072 0.0442962 0.0431397 0.0533239 0.0379339 0.049132 0.0382686 0.0323971 0.10521 0.026136 0.143565 0.0434107 0.120157 0.143698 0.0741547 0.0251501 0.0277751 0.0669867 0.0623707 0.103162
threshold=0.54504356155000011 0.54353163080000011 0.54284302865000023 40.00488309970001 39.476991512000005 39.955516828000007 0.54585192060000021 40.371455563000005 40.574766824850009 0.44765126795000004 0.56065686655000013 39.354247760400007 38.751720283100006 0.56685428580000019 0.55234873210000013 0.55348642255000013 0.55484865720000009 41.362929270750008 0.42473279245000012 0.56345618395000019 0.56579144335000009 41.087689990200012 41.319407281650008 0.55788748840000013 42.320906304050006 38.536700832000001 37.995872310650007 37.688226470200007 0.54695967185000016 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 -2 9 -9 -7 -11 12 25 -14 17 -16 -17 -10 -19 21 -21 -18 -23 -24 -25 26 27 -8 -28 -30
right_child=4 3 -4 -5 5 7 11 8 14 10 -12 -13 13 -15 15 16 19 18 -20 20 -22 22 23 24 -26 -27 28 -29 29 -31
leaf_value=0.00017498376374826074 0.0922543905700689 0.023721474359548342 -0.018358057179798576 0.0020778821570291853 -0.10568622533975824 0.091589190959824707 0.00016654708116984015 -0.1075379528918443 -0.004969829696887109 0.1010601851557931 -0.10337943980292763 0.045218311024595226 -0.058343890146011206 -0.0046418863515345268 0.069197583174004734 -0.05295930810815868 -3.4950942354247426e-05 -0.10775187287631548 0.0088025818874894104 -0.10601772947575155 -7.3612451256238335e-05 0.10357725132792056 0.087477095977469554 0.0093686609260540885 -0.10359095969025039 0.051404002389856818 -0.10843829396505295 0.075471610729274732 -0.10251274642353458 0.091822611445328287
leaf_weight=71.107451300360481 0.11710744822175945 0.8612765540615317 0.87117455922998388 0.94151103946569492 0.20600603072408485 0.16898540769761838 1.5990455513521582 0.076388927552345609 0.39673212839988981 0.030516043305397034 0.04287001139489055 0.20022953969237267 0.27805646613705892 0.55191137206170993 0.10283822809043375 0.1359580410971829 1.1092618810944257 0.15137005110020141 0.15858151779684704 0.13287739797669962 3.4195004396856632 0.17160988971590985 0.12694473050214583 0.1212454312844784 0.11161496672048088 0.10797501544448085 0.071171894669532665 0.12754676303841694 0.046694150417613933 0.065820530739806316
leaf_count=2831 5 17 16 39 49 11 395 19 16 1 67 16 22 50 7 16 9 37 8 11 814 2 19 14 40 10 3 24 47 18
internal_value=1.66804e-06 0.000255304 -4.93261e-05 0.012418 -0.00190228 -0.00431502 0.00317639 -0.00108099 -0.00339659 0.0582961 -0.0183675 -0.000245578 -0.00344168 -0.0226332 -0.00210064 0.000734797 -0.000586384 -0.0238949 -0.0481187 0.000784778 -0.00403647 0.0112237 0.0347247 0.00188536 -0.0447753 0.00445045 0.00179648 0.00572948 -0.0351724 0.0111725
internal_weight=83.6103 73.7814 71.9786 1.80279 9.82886 6.6633 3.16556 6.4573 6.21492 0.242371 0.0733861 3.04845 2.84822 0.829968 6.13853 5.43185 5.32901 0.706684 0.309952 5.19305 3.55238 1.64068 0.531415 0.359805 0.23286 2.01825 1.91028 1.72659 0.183687 0.112515
internal_count=4633 2903 2847 56 1730 1140 590 1091 1012 79 68 585 569 72 993 932 925 61 45 909 825 84 75 73 54 497 487 419 68 65
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 0 1 2 1 1 0 0 2 0 1 0 2 2 0 0 0 1 0 2 2 2 2 2 2
split_gain=0.00338129 0.0806029 0.0655459 0.0747965 0.037089 0.0249256 0.022648 0.14076 0.10975 0.22746 0.064438 0.0223176 0.0689024 0.0215056 0.0159862 0.0225262 0.0152023 0.0164215 0.0148198 0.361179 0.35232 0.0898956 0.12822 0.123989 0.12679 0.36907 0.159495 0.113935 0.0982918 0.316898
threshold=0.34708541665000009 0.3465914194000001 0.48389269780000005 0.35585760905000008 0.47976108500000009 0.48735067810000005 0.49688632075000011 0.34900152690000003 42.670715716450012 0.34900152690000003 0.35585760905000008 0.49820364660000011 0.49877249185000011 42.055256506450007 0.47880302985000006 0.36551300860000008 0.45995628875000011 50.189067467950004 36.558960102350007 0.50035927070000008 0.50035927070000008 0.50452082270000009 0.38723391515000005 0.51809826055000008 40.099856909850011 38.911218973650008 42.455548714850003 42.670715716450012 38.621016321050007 39.955516828000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -4 8 -8 9 -7 -9 -12 -13 -11 15 16 17 -5 19 -14 -20 28 23 24 25 -23 -26 -25 -22 -30
right_child=2 -3 5 4 -6 6 7 10 -10 13 11 12 18 -15 -16 -17 -18 -19 20 -21 21 22 -24 27 26 -27 -28 -29 29 -31
leaf_value=-9.836692557313925e-05 0.092987128723333215 -0.036816519369421534 -0.027271742406961355 -0.10113796956398197 -0.10159038124544134 0.053191562138637738 -0.074252205969625104 0.034047176098524416 -0.013691187694886206 0.0061010442699922507 0.029072659290663095 -0.052215927652832721 0.10178995374595699 -0.021578066574955951 0.10042393341624073 -0.10108233716703879 0.045736698663550353 0.10018540700011842 -0.097851058512226155 -0.0043744666132507441 0.053257757769293014 -0.047319804006099572 0.0013861565967611287 -0.10851705063800939 -0.053679116265476334 0.082875138601629428 0.016110555276345043 -0.011861554131655253 -0.090378174926410038 0.051734634469072699
leaf_weight=42.727966738461248 0.16381425180942411 0.60632941778749128 0.32531499783894346 0.015958207501705624 0.030736438745748274 1.1400718204677138 0.25520906643941899 0.55629712279915011 1.4401874131524541 0.48717500491966326 0.25751988767228695 0.2554795213509341 0.3548876213098987 0.66232845932245255 0.020971340127289295 0.016903145917617213 0.073708521765240675 0.0054302494972944251 0.36961152566038791 3.3026524137252089 0.65828645695001131 0.42888543364825071 26.229032022482706 0.28018656122731034 0.94572493777786781 0.44224498519906774 0.50090909098071279 0.21595311372846027 0.24981152329564793 0.42193501731640026
leaf_count=1426 29 17 17 109 14 9 7 42 30 42 14 13 11 9 2 13 24 1 15 405 11 15 2145 17 37 27 42 45 9 36
internal_value=2.90708e-07 -0.000612124 0.000661981 0.0452145 -0.00258922 0.000295162 0.000522461 -0.000251688 0.00793746 0.0215423 0.00028076 -0.000257266 -0.000475212 -0.00984729 0.020295 0.0052913 0.0241988 -0.0500246 -9.09488e-05 0.00592657 -0.000806871 0.000374069 -0.000790155 -0.021076 -0.0113641 0.018776 -0.0295139 -0.0664461 0.0257964 -0.00111479
internal_weight=83.4415 43.3343 40.1072 0.327522 0.163708 39.7797 39.4544 35.7246 3.72976 2.28958 35.4694 34.9131 34.6556 1.1495 0.132971 0.112 0.095097 0.0213885 34.4001 3.65754 30.7426 30.373 29.0429 2.8139 2.31776 0.87113 1.44663 0.49614 1.33003 0.671747
internal_count=4633 1443 3190 192 163 2998 2981 2891 90 60 2884 2842 2828 51 149 147 134 110 2815 416 2399 2384 2328 183 121 42 79 62 56 45
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 2 2 1 2 1 2 0 2 0 1 1 1 1 0 1 1 1 1 1 1 1 1 2 2
split_gain=0.00385117 0.025706 0.0372086 0.0233506 0.0222236 0.0257333 0.023178 0.0165187 0.136244 0.108644 0.0824957 0.0340137 0.0317848 0.0150618 0.0854964 0.179911 0.172186 0.422603 0.0442421 0.269017 0.19456 0.0475528 0.0399052 0.0538383 0.0245398 0.0825417 0.0130318 0.0534182 0.045099 0.0455571
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 0.54284302865000023 41.965446242000006 41.873095646600007 41.909642283050012 42.477827694800006 0.34626208795000007 42.431220712750012 0.35027394390000005 42.371983470600007 0.55234873210000013 41.444941515100005 0.47961138885000004 0.34569324270000007 0.34587287805000005 0.34614233110000009 0.34626208795000007 0.49194634890000005 0.37043801085000005 0.45824975300000009 0.34515433670000012 0.34530403280000005 0.43593006200000012 0.43349001525000008 0.34494476210000008 0.34506451900000007 41.319407281650008 40.21994457600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 13 -7 8 9 -2 -10 -12 -13 26 22 -16 -17 -18 -19 -20 -21 24 -15 -24 25 -22 28 -28 29 -1
right_child=7 2 3 -5 -6 6 -8 -9 10 -11 11 12 -14 14 15 16 17 18 19 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0074673200502077437 -0.10442670863994233 -0.0040332748523701084 0.02659130073058967 0.0025911451355373318 -0.017278348568065916 0.025637817986629202 0.00052464377222203652 -7.1522760724059223e-05 0.027310362852127613 0.0052911845924889884 -0.0038684525062814539 -0.063873445922383962 -0.0088477706207218815 -0.0075549256822950474 -0.071989596395059863 0.048035447747639549 -0.12974977384903216 0.012579141253405347 -0.12273870761647437 0.084873454909201923 -0.087568037963790812 0.054745036383247569 0.03714263196148674 0.00018807569252670981 -0.10182793645077226 0.06206609515781291 -0.018533676803382273 0.0003518951978483645 0.02164596223774861 -0.0089445856403570258
leaf_weight=4.2321963915597882 0.24188813170850254 1.233199980627304 1.2001070258465913 0.6121758389055002 0.7399413489306842 0.74339963700436029 0.72684084437886742 19.143077599244972 0.78019102662801776 0.14396622385538649 1.2822558515484273 0.21225193107966323 0.20770048081442738 0.96695582948474568 0.48863312974572215 0.48263808246701989 0.29226478189229999 1.0876190289855001 0.18608732428401698 0.23439612332731485 0.10224615391121006 0.046178957841313206 0.7709126198897136 0.806844961916795 0.078705359637751826 0.057650744682177901 1.5552307624539796 40.498193871354324 1.2319736640048402 2.8172720113815677
leaf_count=249 41 40 34 30 57 17 35 1846 4 16 42 20 21 36 19 8 5 4 3 9 48 46 7 38 15 8 23 1816 8 88
internal_value=2.4406e-06 0.000410482 0.00936627 0.0184842 -5.85895e-05 0.000163366 0.0132227 -0.00113192 -0.00820911 -0.0634898 0.000383502 -0.0119582 -0.0366588 -0.000179889 -0.00509903 -0.0163723 -0.00578865 -0.018247 -7.05398e-05 -0.0195782 0.0173974 -0.0381404 0.0084411 0.0182445 -0.0561174 -0.0336175 0.0003675 -0.000346536 0.0039934 0.000908414
internal_weight=83.203 61.1917 3.04548 1.81228 58.1462 57.4062 1.47024 22.0113 2.86825 0.385854 2.4824 1.70221 0.419952 55.936 5.60113 3.05642 2.56779 2.08515 1.79288 0.705265 0.519177 0.284781 2.54471 1.57776 0.238602 0.159897 50.3349 42.0534 8.28144 7.04947
internal_count=4633 2643 104 64 2539 2482 52 1990 144 57 87 83 41 2430 246 165 146 138 133 129 126 117 81 45 71 56 2184 1839 345 337
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 2 2 0 1 1 1 0 2 2 2 2 2 1 2 0 0 0 0 0 0 2 2 2 0 2
split_gain=0.00374816 0.130371 0.0788169 0.0951716 0.0770834 0.110367 0.144072 0.0429328 0.0342217 0.077918 0.0890388 0.0544399 0.144879 0.252111 0.180042 0.344076 0.123979 0.0614493 0.0957712 0.151052 0.102183 0.0500059 0.0402705 0.0331021 0.130078 0.123233 0.0821821 0.0382003 0.0328058 0.0305831
threshold=0.39563186730000005 0.39736834230000012 0.39394030120000006 37.232443001650005 0.39078171310000004 42.546237522150008 38.324118171300007 0.5380527529500001 0.39019789825000006 0.38906020780000011 0.38723391515000005 0.51017933595000009 40.099856909850011 40.330620469300008 40.767054867700004 42.670715716450012 43.426369480700011 0.36880632320000012 40.986363433950011 0.5054040298000001 0.50386215985000016 0.50218556330000019 0.53312775065000018 0.52889135055000014 0.53447501570000011 44.026978245600006 40.371455563000005 40.300545846000013 0.51809826055000008 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 -4 8 6 -6 -2 9 10 11 17 28 -14 -15 -16 -17 21 20 -20 -19 -1 -18 26 25 -25 27 -3 -13 -28
right_child=1 23 3 -5 5 -7 -8 -9 -10 -11 -12 12 13 14 15 16 22 18 19 -21 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.00031486034123312312 -0.10524190567741681 0.021862064481181331 -0.0041047805644223992 0.049644828669643204 -0.0086967216983008296 0.04726363731631647 -0.11157101072008457 -0.0089022691467317162 0.013388269657823804 -0.031295800381850709 0.033808711549452031 0.024676470094981681 -0.14129370724322385 0.064537000440645392 -0.11706764458688988 0.062608749769328162 -0.10288083492688856 0.0090314933661176291 0.035585149138119603 -0.063832428968666699 0.073212015778695724 -0.021693687781019391 0.012780428731349967 -0.10211564643289735 0.00017983699423502092 0.024929859365996638 -0.10101677928352477 0.1042856267241882 -0.0064528293704299829 0.014720247222964188
leaf_weight=49.974223866018889 0.15824676215834799 0.10926672789239011 0.61807038564438588 0.70539195697529067 0.31508126953849469 0.13638237109688589 0.23969785349345329 0.065363708907170803 1.9206146341130068 0.79373446040699391 0.77993284153489995 0.59864548500627213 0.20598865335341521 0.2018450037430739 0.33091976019977665 0.25422273244475946 0.078173396620400126 0.53450138724292517 0.32335271332885895 0.28979068121861928 0.46291182489949279 1.0541535539159657 0.048954669080558233 0.23750966538591711 21.469365947606605 0.11252024540306138 0.049766601261367782 0.11584349721670151 0.77917650109156966 0.042185015802074677
leaf_count=1781 98 50 12 39 19 37 68 15 39 32 32 25 5 8 15 9 53 17 35 21 31 39 6 70 1883 27 32 1 22 112
internal_value=-6.64791e-07 -0.00110734 0.000407364 0.0245432 -0.000131099 -0.0333317 -0.0531446 -0.0770808 0.00026028 -0.000184326 0.000257299 -0.000217299 -0.0146418 -0.0413522 -0.0188311 -0.0424562 0.0222884 0.000467201 0.0196991 -0.0114027 0.0388185 -0.000139796 -0.0583418 -0.000339893 -0.000806042 -0.0612757 0.0317393 0.0642779 0.00707244 -0.0479196
internal_weight=83.0058 22.3601 60.6458 1.32346 59.3223 0.691161 0.554779 0.22361 58.6311 56.7105 55.9168 55.1369 2.49793 1.1201 0.914116 0.712271 0.381351 52.6389 1.61056 0.613143 0.997413 51.0284 0.127128 22.1365 21.8194 0.35003 0.317062 0.22511 1.37782 0.0919516
internal_count=4633 2288 2345 51 2294 124 87 113 2170 2131 2099 2067 143 96 91 83 68 1924 104 56 48 1820 59 2175 1980 97 195 51 47 144
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 1 0 0 2 2 1 0 1 1 2 0 1 1 0 0 0 0 0 2 2 1 0 2 1
split_gain=0.00429925 0.0582041 0.0405931 0.0410367 0.0672992 0.0836496 0.0406146 0.0364838 0.0353306 0.0938661 0.0345048 0.102711 0.0697776 0.0810364 0.0645945 0.0603002 0.0190638 0.0170882 0.102152 0.0173721 0.0357025 0.126442 0.121458 0.0188324 0.0199634 0.0169935 0.0618931 0.117296 0.0257019 0.163323
threshold=38.751720283100006 38.621016321050007 0.50218556330000019 0.52769378160000013 36.859113051050009 0.36551300860000008 0.38772791230000009 0.52812790035000023 0.47604862130000009 37.041406607950009 39.427119987250002 0.41808628485000005 0.48032993025000009 0.39078171310000004 0.43593006200000012 39.525197829750006 0.52366695610000014 0.39431454150000006 0.39500314360000005 0.53998383280000006 0.54284302865000023 0.54695967185000016 0.55131582885000008 0.5641597557000001 37.345948426100009 39.788107623550012 0.34524415440000006 0.51484985480000012 40.21994457600001 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 -4 -6 -5 -1 -10 11 12 -2 -14 -13 -12 -7 -9 -19 -20 -21 -22 -23 -24 -25 26 -17 -28 29 -27
right_child=10 -3 3 7 6 16 -8 17 9 -11 15 14 13 -15 -16 25 -18 18 19 20 21 22 23 24 -26 28 27 -29 -30 -31
leaf_value=-0.003578221823955174 -0.0042097740511369197 -0.042127042748727576 0.036026630535203975 0.041773397836349951 -0.04797043306671972 -0.027793881797466148 -0.013918703548886885 -0.014796865928704304 0.0039631997015388866 0.049067502588092449 -0.028645410104309751 -0.055721219755140321 0.042248379249321372 0.0041590766736936289 -0.0022990685534567787 0.019852653697259682 -0.0020062001255986847 0.077503796957185442 -0.015317807241286705 0.015190658493025153 -0.063409590114700376 0.088426923005807512 -0.0018913929514633475 0.0094530090555746907 -0.10121546116695757 0.044277747417074298 -0.065348418299200101 -0.0028892269925490945 -0.0003133653527556209 -0.00065511860054979837
leaf_weight=1.7716324844983038 1.0264419472287039 0.34656246664690193 0.45950329490006003 0.20898420922458161 0.66326486848993205 0.55449668097753579 0.74225581169230281 0.7457704208500221 1.9113307429108775 0.60821851191576559 0.74096630706298938 0.31726696249097563 1.4027734475457694 0.92813639191444952 0.78970178390065371 0.56001427071169407 0.59351623423572164 0.17007314413785968 0.75265446725097751 1.1693355649440493 0.32673325134737741 0.15754859601315718 1.1377605137359124 0.027462982673502778 0.040100964457166377 0.96393814505427133 0.40372210828277832 1.177909583327607 57.058004060798652 5.0309774981344679
leaf_count=237 30 17 7 4 23 40 41 13 57 32 48 20 39 17 65 17 15 3 53 12 20 13 70 326 79 15 18 51 3086 165
internal_value=-5.10107e-06 -0.00172307 -0.000560131 -0.00488083 -0.0140046 -2.98424e-05 -0.0299877 0.00092317 0.00724263 0.0148514 0.000297184 0.00880535 0.017515 0.0270817 -0.0176103 -0.000278882 -0.0144618 -0.000962455 0.00176578 -0.00180078 0.00175775 -0.00753884 0.00585554 -0.00493741 -0.0562316 4.35165e-05 -0.0087167 -0.0188324 0.000341065 0.00656975
internal_weight=82.7871 12.3872 12.0406 7.74946 3.01304 1.60752 1.40552 4.73642 4.29118 2.51955 70.3999 4.46432 3.35735 2.33091 1.10697 65.9355 1.14801 4.52744 3.78167 3.6116 2.85894 1.68961 1.36287 1.20532 0.0675639 65.1946 2.14165 1.58163 63.0529 5.99492
internal_count=4633 1062 1045 719 126 62 64 593 326 89 3571 171 86 56 85 3400 55 589 576 573 520 508 488 475 405 3352 86 69 3266 180
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 2 1 2 2 0 1 1 0 1 0 0 2 0 0 2 1 0 1 2 1 0 0 0 0
split_gain=0.00493455 0.0137077 0.0118826 0.0109505 0.00800842 0.00895302 0.00626448 0.0138624 0.00601035 0.0460849 0.0380093 0.0327386 0.0841772 0.0668162 0.0322545 0.0447022 0.0304483 0.0983851 0.0296752 0.0652947 0.0281934 0.083962 0.060727 0.0541487 0.0489566 0.024937 0.0369822 0.169787 0.0588056 0.0580668
threshold=34.969856643350006 32.724174661450007 0.38045268105000002 0.53017873715000008 0.38334181610000007 0.38723391515000005 33.361153777850006 0.40896979130000005 38.751720283100006 38.621016321050007 0.50218556330000019 0.36880632320000012 0.37644082515000005 0.5206281249000001 0.38906020780000011 0.52769378160000013 0.48654231910000006 36.257608591500009 0.52889135055000014 0.53866650695000018 39.427119987250002 0.41808628485000005 0.52157121045000021 0.43593006200000012 39.525197829750006 0.40651477500000005 0.54284302865000023 0.54695967185000016 0.5485614203000001 0.55877069550000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 -7 -8 9 10 16 -12 -13 -14 -15 -16 -2 -18 -17 -20 21 22 -10 -23 -22 -21 -27 -28 -29 -30
right_child=8 4 3 -5 5 6 7 -9 20 -11 11 12 13 14 15 18 17 -19 19 25 24 23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.079486259605643261 -0.002271276083990846 0.0075149588662680013 0.047161882289336758 -0.10076111618311488 0.10016401397423919 0.050807206999367194 0.032136350852502112 -0.10089069822304651 0.0022108652816781641 -0.038273978985590415 -0.025674601314812619 0.042348111448964505 -0.04706728389194656 0.027027608247211055 -0.022662144516432253 0.028671848454697575 -0.003430469975746623 0.039994139671366002 -0.048549812235075873 0.017019966129600547 -0.025836327997298476 -0.051374618657548776 0.029211380389235188 -0.0020670798194446544 3.9716287447002274e-05 0.0051776632408313998 -0.10636426232847918 0.10095343641375952 -0.10214752727187984 0.0019781735630967382
leaf_weight=0.032113840586708242 2.049289071905279 0.62173595089462219 0.020253304573998321 0.0066469955570497832 0.018855120055377483 0.040952937238819875 0.02784598645666847 0.010899851570864705 1.6433873786381803 0.34347915150169761 0.72772242408245791 0.38003167510032643 0.37479648975750013 0.32699787756428111 1.1588883337813056 0.32345813221763808 1.2442862605676057 0.89849233353743319 0.28903894605082348 0.7527978299185637 0.73946213381168391 0.31009386730147503 1.6891867268132044 0.79045773231413818 65.163390135632994 1.7147036749993279 0.18165315755686595 0.054810352623462677 0.058322574166773222 0.65536846079399691
leaf_count=88 140 52 7 146 4 26 8 73 53 17 12 12 23 10 49 14 22 31 39 9 48 20 33 65 3352 20 11 2 42 205
internal_value=-2.94394e-06 0.00791683 -0.0384176 0.0106105 0.0117131 0.0381972 0.0235371 -0.00528638 -7.83306e-05 -0.00219417 -0.00108676 -0.00559727 -0.00326734 -0.0062101 -0.00343399 -0.00535358 0.00644346 0.014778 -0.000376432 -0.00291128 0.000268639 0.00798802 0.0158967 -0.0159601 -0.000250626 0.000948477 -0.00359157 -0.019417 0.00113496 -0.00653094
internal_weight=82.6494 0.779304 0.0590141 0.0269003 0.72029 0.0985539 0.0796988 0.0387458 81.8701 11.5341 11.1907 6.99859 6.27087 5.89084 5.51604 5.18904 4.19207 2.14278 4.03015 3.70669 70.336 4.43313 3.33257 1.10055 65.9029 3.41766 2.66486 0.950155 0.768501 0.713691
internal_count=4633 404 241 153 163 111 107 81 4229 658 641 448 436 424 401 391 193 53 342 328 3571 171 86 85 3400 289 280 260 249 247
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 2 2 1 0 0 0 0 1 2 1 1 2 2 2 1 1 1 1 2 1 0 2 1 2 0
split_gain=0.00450655 0.0444108 0.0277332 0.0752008 0.0311569 0.0257692 0.032301 0.0220352 0.0218518 0.0203925 0.0233232 0.0168589 0.078951 0.107836 0.0439585 0.037064 0.0185413 0.103992 0.0930689 0.0995839 0.0385399 0.0792371 0.139522 0.111291 0.0526844 0.0260358 0.0362416 0.255807 0.0817614 0.0339757
threshold=0.48077901860000011 0.48032993025000009 0.34569324270000007 0.47880302985000006 0.34614233110000009 42.283941020600004 48.109449608500007 0.3447052483500001 0.47757552170000012 0.48119816770000007 0.48185683060000012 0.48271009850000007 0.34575312120000007 41.641174900500005 0.34494476210000008 0.3453339720000001 41.243661560350013 41.32819714970001 41.11191809080001 0.39814676205000005 0.35986946500000005 0.34614233110000009 0.34650160175000005 40.165165956550005 0.36265381275000008 0.48911709230000006 41.600558339100012 0.39591628995000006 41.529896397300007 0.49194634890000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 -2 -6 -9 -11 12 -12 -14 -13 -16 18 -18 20 -20 21 -17 -23 -24 -22 -19 27 -27 -29 -28
right_child=7 -3 3 -5 5 6 -8 9 -10 10 11 14 13 -15 15 16 17 25 19 -21 24 22 23 -25 -26 26 29 28 -30 -31
leaf_value=-0.0012797597999601115 0.012449401168523749 -0.031437319246379596 -0.059660636631936527 0.042235762982216291 -0.015406399352582598 -0.063718196810073485 0.050601350322337049 0.0080624424904889701 0.087626908446776258 -0.0090084953048243047 -0.0036792678378915855 -0.019872153717748166 0.080754700325822937 0.0074126744108537731 0.018484935915663886 -0.00019412777113452111 -0.031423859099202707 -0.0068702776238846715 0.088451786140237063 0.0062167277239146296 -0.036205752902172643 -0.010041091118605202 0.021892899784228856 0.10146187593892189 -0.00023542949307223099 0.090813565564262691 0.011244863557170793 -0.10724810768515934 0.02703213886583862 -0.0018680553386993999
leaf_weight=20.49579388238989 1.4901705830943601 0.47628859978794835 0.12262722300465534 0.48976134555414319 0.03459088518657949 0.076651819881371708 0.036477749235928059 3.0781375635415378 0.050834288354963064 2.9138483007375262 1.9325705934315913 1.1154939844272949 0.30308798395481051 0.59213413088582456 1.0844774974975724 2.4017848661169476 1.1741265906105152 5.0472365594081365 0.25067292992025514 0.35693903436514063 0.41426135716028767 0.48257197439670541 0.36945443412332679 0.33532062314043287 23.842299863396775 0.27600682909996876 2.4251821552170432 0.12502108984990734 0.071150226644187242 10.666351284673331
leaf_count=1008 26 18 38 42 70 112 3 40 8 31 20 8 5 59 28 17 46 71 26 20 17 3 28 25 1348 16 20 30 26 1424
internal_value=-3.19876e-06 -0.00123721 -0.000562124 0.0175754 -0.0200285 0.00444834 -0.0268567 0.000439292 0.045906 0.000137273 -0.000296952 0.0001796 0.00769315 0.0322435 -0.000241642 0.000202325 -0.000208698 -0.0025598 0.00142614 0.0401432 0.000581313 0.0102529 0.0313852 0.0597505 -0.000849742 -0.000738822 0.00154277 0.0287608 -0.0585454 0.000561088
internal_weight=82.5313 21.783 21.3067 0.810943 0.321182 0.198555 0.11313 60.7483 0.0854252 59.2581 56.18 53.2661 2.82779 0.895222 50.4384 49.3229 48.2384 19.7851 28.4533 0.607612 27.8457 3.58913 1.18735 0.704775 24.2566 18.6109 13.5637 0.472178 0.196171 13.0915
internal_count=4633 1299 1281 273 231 193 115 3334 78 3308 3268 3237 84 64 3153 3145 3117 1633 1484 46 1438 73 56 53 1365 1587 1516 72 56 1444
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=2 1 1 2 0 0 1 0 2 1 0 2 1 0 2 0 1 1 0 2 1 0 0 2 0 0 2 1 0 2
split_gain=0.0040244 0.0117074 0.0105132 0.00834246 0.0175982 0.0183116 0.0112126 0.00659434 0.00650179 0.0183934 0.00746455 0.00546727 0.0311164 0.108399 0.10101 0.0691006 0.0452776 0.125047 0.0272982 0.080095 0.060013 0.0334344 0.0878392 0.0124857 0.077567 0.0335651 0.0221309 0.0450189 0.117184 0.0144058
threshold=34.969856643350006 0.38906020780000011 0.39346127360000005 34.515670600900002 0.51484985480000012 0.5116313883000001 0.34007963835000005 0.5380527529500001 34.214889417600013 0.43121463430000007 0.56859076075000015 37.232443001650005 0.39078171310000004 0.52863686715000002 36.558960102350007 0.53998383280000006 0.38512319990000005 0.36618664115000005 0.50291907430000016 35.771221912400001 0.36476452800000009 0.49877249185000011 0.47787491390000009 37.765550062200006 0.52324780695000006 0.54413041525000005 38.060777288450005 0.37407562650000009 0.52889135055000014 38.324118171300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -4 9 -9 -11 12 16 -14 15 -15 17 18 19 -2 21 22 -21 24 -13 -26 27 -25 -29 -28
right_child=11 2 7 -5 -6 -7 -8 8 -10 10 -12 23 13 14 -16 -17 -18 -19 -20 20 -22 -23 -24 26 25 -27 29 28 -30 -31
leaf_value=0.04431658938719843 0.019471919673272681 0.10045459220059474 -0.10018734381481553 0.0077026799944827744 -0.070398303887626204 0.10014841811777067 -0.063510937846634655 -0.10089588975520339 0.072474967060329326 0.094139811144485983 -0.10020554510062883 0.044560716671324496 -0.10293049807785215 0.069547400615220842 -0.096288075545032048 -0.0084537576116012463 0.018138326284724959 -0.053636197429149726 0.024470461079444412 -0.067929744469477804 -0.034173601268638852 -0.024003212298208568 0.10080825820328908 -0.00047264270181237005 -0.018038930120425171 0.011769668103232397 0.0098275670645173695 -0.10499907437749559 0.013779003175620478 -6.2139804422686593e-05
leaf_weight=0.015433879710751719 0.91394497282948917 0.023300877772271661 0.0042197743259748668 0.59174248373165028 0.044629469281062484 0.017067352076992393 0.025706164444973423 0.011109871067816357 0.020684768076362658 0.013813686049587659 0.0023062673255939961 0.44808376366746117 0.13456861355007266 0.14733962852187688 0.10518074932674715 0.49559451618588568 1.0608767577214164 0.46320105809718359 0.47785199247300614 0.043474650387181901 0.80621608067303896 0.095132205635309219 0.10624243947677314 0.72613545261811097 0.73950223155293293 0.77220769068052419 1.5035298410829501 0.16418918522572312 0.168098380743257 72.273852737561072
leaf_count=75 25 2 7 10 10 4 53 19 41 11 172 28 26 12 69 74 18 17 7 60 15 3 12 15 14 50 71 20 34 3659
internal_value=1.99729e-06 0.00719753 0.0446133 0.00313396 -0.0231553 0.0130675 -0.0230589 0.0196557 0.0302101 -0.00189584 0.066335 -6.58654e-05 -0.00332224 -0.0203033 -0.00544061 0.00942157 0.000456224 -0.00599874 0.00303399 -0.00217893 -0.0210053 0.0223542 0.0518103 0.000139774 0.00801908 -0.00281218 -6.65688e-05 -0.014424 -0.0449114 0.000139405
internal_weight=82.4152 0.770015 0.0754352 0.694579 0.102837 0.0582074 0.04114 0.0521344 0.0479146 0.0272298 0.01612 81.6452 4.84962 0.882684 0.748115 0.642934 3.96694 2.90606 2.44286 1.96501 1.05107 0.244849 0.149717 76.7956 1.95979 1.51171 74.8358 1.05842 0.332288 73.7774
internal_count=4633 404 252 152 142 132 128 250 243 202 183 4229 338 181 155 86 157 139 122 115 90 75 72 3891 92 64 3799 69 54 3730
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 1 1 2 1 0 2 1 1 0 1 1 2 2 2 1 1 1 0 0 0 0 0 1 0
split_gain=0.00403557 0.0437229 0.18789 0.0330127 0.0289635 0.0472439 0.0945368 0.0425977 0.0179795 0.0179312 0.0164106 0.0201246 0.417679 0.362362 0.0336349 0.0761869 0.238827 0.0616978 0.0531555 0.0428266 0.0247405 0.0598551 0.0172843 0.0302769 0.0644262 0.0156993 0.106539 0.0272071 0.0233961 0.0222519
threshold=0.48077901860000011 0.34584293880000011 0.48001556840000009 0.34566330350000002 42.720329370750001 40.986363433950011 0.35331277505000008 0.35799826355000003 41.976795488650005 0.3447052483500001 0.48119816770000007 40.165165956550005 0.34494476210000008 0.34479506600000004 0.48233585820000008 0.3453339720000001 0.34542378970000004 41.873095646600007 40.300545846000013 40.371455563000005 0.34566330350000002 0.34575312120000007 0.34512439750000007 0.48847339900000003 0.49688632075000011 0.48735067810000005 0.48911709230000006 0.48458129995000004 0.34626208795000007 0.49067393190000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 -3 -6 -7 -2 -11 12 -12 -13 17 -16 -17 -15 -18 -20 -21 -22 -14 -24 -25 27 -27 -23 -28 -30
right_child=9 2 -4 -5 7 8 -8 -9 -10 10 11 13 22 14 15 16 18 -19 19 20 21 25 23 24 -26 26 28 -29 29 -31
leaf_value=-0.0012402788835798916 0.011292768908695711 -0.10320133292980403 -0.11540601096744976 0.017717096717308051 -0.069774780655112875 0.082323050364365533 0.079802816847080738 0.023810125743731994 0.014828099554106692 0.0072728118342247454 0.11243863236055239 -0.092941132525840298 -0.01914278308298132 -0.021559572646006556 0.022540381863095389 -0.11395006116594085 -0.033167074073003316 0.0034182134481382425 0.022236524755607338 0.013685220035380339 -0.03032365006406057 0.0010741234558092638 0.013715601360289027 -0.045975488983332348 0.00043524692035606835 -0.037201272173680487 -0.022083984013136229 0.018773447863363987 0.014376561024141823 1.6625050437281204e-05
leaf_weight=20.143228817000999 1.4799020185528196 0.06521767223732941 0.17477104923727893 0.96248832588298583 0.099897838043226272 0.11263022785715293 0.049769438491150592 0.094787892514518246 0.060757131133868825 3.065202093217521 0.33850825764237313 0.42964517883957754 0.44213195145130413 2.0057138788153028 1.4988760615233356 0.18461036588996904 0.47160518315390021 1.9507341224198169 0.89312354592959309 1.262500917539003 0.66253465530462818 3.6421978199505274 1.6713668427737811 0.30439214725265884 17.224604112793319 0.78507401008869493 0.45617544092238205 1.1404434952361269 1.1423557805828775 19.488472468991947
leaf_count=1005 26 14 8 38 31 40 46 95 22 40 2 5 2 20 35 5 35 21 28 24 17 81 21 37 1130 16 4 33 9 1743
internal_value=8.11573e-07 -0.00116707 -0.0265553 -0.000375762 0.00559088 0.0257102 -0.0239923 -0.0242105 0.058672 0.000420653 0.000148225 -0.000241779 0.00230339 -0.00165386 -0.000551664 0.000535718 -0.000558981 -0.00924423 0.000140085 0.000673044 -8.19399e-07 -0.000633337 0.000405373 0.000855514 -0.000370678 0.000104651 -0.00103021 0.00529461 0.00031645 0.000811753
internal_weight=82.3037 21.7635 0.657831 21.1057 0.48306 0.288374 0.114987 0.194686 0.173387 60.5402 59.0603 55.9951 19.981 36.0141 35.5844 31.628 30.1291 3.95645 29.9445 29.4729 28.5798 27.3173 19.6425 19.2004 17.529 26.6547 21.8721 4.78264 21.087 20.6308
internal_count=4633 1299 256 1043 248 122 60 126 62 3334 3308 3268 1192 2076 2071 2030 1995 41 1990 1955 1927 1903 1190 1188 1167 1886 1772 114 1756 1752
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 2 1 1 1 1 1 0 1 0 1 0 0 0 2 1 2 1 2 0 2 1 0 2 1
split_gain=0.00483819 0.021544 0.0586087 0.124096 0.0861277 0.0591913 0.0565961 0.0771909 0.154783 0.0631148 0.0531405 0.0421867 0.0377104 0.0515811 0.127156 0.0702542 0.0210643 0.0757446 0.0529184 0.0144754 0.120574 0.104157 0.0598501 0.0287853 0.0270573 0.0146963 0.0131349 0.0126046 0.14311 0.0581318
threshold=42.243697547450004 41.741384785950011 0.3459626957000001 0.34569324270000007 0.3475943834000001 0.47943175355000006 41.559097512700014 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.34515433670000012 0.43349001525000008 0.53866650695000018 0.42473279245000012 0.5619592227500001 0.44618424600000006 0.49877249185000011 0.5380527529500001 0.50452082270000009 42.477827694800006 0.34626208795000007 42.431220712750012 0.35027394390000005 42.371983470600007 0.55234873210000013 42.527280425250005 0.45525583065000008 0.49588335680000006 42.684965421050009 0.37043801085000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -4 10 -1 -8 -9 -10 -3 -11 16 -14 -15 -16 -6 18 -18 20 21 -2 -22 -24 -25 -21 -17 28 -27 -29
right_child=19 2 4 -5 12 -7 7 8 9 11 -12 -13 13 14 15 26 17 -19 -20 25 22 -23 23 24 -26 27 -28 29 -30 -31
leaf_value=0.0002042322154832516 -0.10400287843077408 -0.00048980248544642667 -0.014442601748615436 0.036296247220512522 0.017165625568568009 -0.019141772900779622 -0.0031723861143711702 -0.11670448467602829 0.096894966888026179 -0.10167408532367812 0.048316093581139329 0.021825720188082334 -0.018430006165393663 0.088905473738296867 -0.10157187567401721 0.10081309524883937 0.063193331519248983 0.10085286734763899 -0.047948568533069898 0.021973265330788749 0.02335268161733188 0.0050289155266429091 -0.0029837632868580286 -0.05882406618686329 -0.0077671964280635157 -0.03446575512597435 0.0042559978977562965 0.024531326837758972 0.0011246872814767461 -0.0012430529428402637
leaf_weight=51.264900716577671 0.22394092571997903 0.68825613332561564 2.5254587484523654 1.5350507919210938 0.66913718026444235 0.97505756269674737 0.69517309634542701 0.20978619856759906 0.057509074977133423 0.048941834226525316 0.33008321684610564 0.063606740839531994 0.58867518135321006 0.1732786416541785 0.078801235562423244 0.023518580943346024 0.079507873859256506 0.14789824560284615 0.09289171283126052 0.29216006912781622 0.76040913164615664 0.14392706943181111 1.2760236896127706 0.20760297203742073 0.20757721316000399 1.2575369526846429 0.03513528087100326 1.0464677506159885 11.123336603801578 5.3423179266127621
leaf_count=2252 41 45 18 11 19 21 20 8 26 17 22 38 20 9 11 1 10 6 36 34 4 16 42 20 21 49 53 64 646 1053
internal_value=2.16837e-06 0.000464487 0.00531735 0.0149254 -0.00236256 -0.00153161 -0.000271951 -0.02298 -0.0592309 0.0116695 0.0153301 -0.0318783 0.0137889 -0.00103106 0.0319307 -0.0398928 0.0272605 0.0483497 0.00330826 -0.00127151 -0.0079592 -0.0613446 5.13522e-05 -0.0104255 -0.0332972 -0.000282319 0.0429727 -0.00062874 -0.00249027 0.00297873
internal_weight=82.164 60.2827 7.94275 3.52845 4.4143 1.9934 52.3399 1.07502 0.379844 0.170058 1.01834 0.112549 1.88884 0.899409 0.310734 0.137455 0.989435 0.320298 0.1724 21.8813 2.81948 0.367868 2.45161 1.6912 0.41518 19.0618 0.0586539 18.7697 12.3809 6.38879
internal_count=4633 2643 282 99 183 88 2361 109 89 81 67 55 165 94 74 65 71 52 46 1990 144 57 87 83 41 1846 54 1812 695 1117
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 0 1 2 2 2 1 2 1 2 0 0 2 0 1 1 1 0 0 0 2 0 0 2 0
split_gain=0.00395687 0.0204297 0.0253751 0.0251783 0.022388 0.0177691 0.0156274 0.0137206 0.0330662 0.018227 0.0126177 0.0294296 0.0126498 0.0180078 0.140518 0.347482 0.143729 0.0960407 0.0921843 0.0723487 0.0972381 0.114168 0.0642132 0.0450378 0.0774676 0.0602326 0.0584408 0.047053 0.0839672 0.0708123
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 41.965446242000006 41.873095646600007 41.909642283050012 0.54284302865000023 0.31060447290000009 49.247968080500009 44.952171034750002 42.477827694800006 0.37043801085000005 42.546237522150008 0.3475943834000001 43.157831852650006 0.5054040298000001 0.52507409960000018 42.670715716450012 0.56859076075000015 0.34708541665000009 0.34575312120000007 0.3459626957000001 0.54284302865000023 0.53499895210000015 0.53866650695000018 43.276780833950006 0.53447501570000011 0.50035927070000008 43.813842866750008 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 -4 8 9 -2 11 -9 -12 17 15 -15 -17 -14 22 20 -19 -22 -18 25 -25 -16 27 29 -29 -27
right_child=7 2 6 -5 5 -7 -8 10 -10 -11 12 -13 13 14 23 16 18 19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-8.6802134114271636e-05 -0.10033947134464394 -0.0025161619210642612 0.023040545587497931 -0.018521030488013204 0.023484759352458803 0.0013662868557960137 0.0032373617721167349 -0.018658530485465463 -0.10072886317776485 0.049730622180696828 0.0099754307950306355 0.0019946134798126598 0.030987133551433229 -0.099694743643350417 0.097372443299089353 0.058249216599170754 -0.10628486942262379 -0.0018325560215952852 -0.0018927896868458775 -0.030896362652323095 0.083921993896048985 0.0049101059018558085 -0.024190924842367879 -0.10441693586746184 0.00082901150193117755 0.010873719405139648 0.089570509691027478 -0.082115954005817393 0.0090490395323479071 0.089363069268064171
leaf_weight=55.004533415646563 0.010260916914812124 1.2351573716631841 1.1505105231171908 0.72476838236625596 0.73064396346649363 0.72223647089187537 0.60964564215231565 1.2506907206498064 0.045322598987695528 0.038311781499942299 1.1775901512048701 1.5388410915433217 1.0151039475022106 0.48893670044450077 0.093450395393659735 0.30369930782649124 0.16517859901937004 8.9973758144508285 1.0338654345591605 0.76206482667476017 0.29590166172465693 0.47877593650105155 0.2251585081758094 0.072027882384645969 2.4096534534793292 0.6654462635659113 0.09679124318063248 0.13474538451555418 0.40378442747585552 0.13894451633257177
leaf_count=2430 107 40 34 57 17 35 30 61 14 25 45 77 22 37 8 14 29 281 66 8 78 33 25 18 598 109 3 28 288 16
internal_value=2.33636e-06 0.000420788 0.00847129 -9.12668e-07 0.000236838 0.0124895 0.0161815 -0.00115056 -0.0392948 0.0180285 -0.000985872 -0.00726525 -6.19303e-05 -0.000726683 -0.00505907 -0.0252674 -0.00420708 0.00161097 -0.0175254 -0.00121982 0.00109448 0.0350901 -0.0589305 0.0060992 -0.00222563 0.0195743 0.0145245 0.00911558 -0.0137613 0.0244314
internal_weight=82.0194 60.1775 2.99531 57.1822 56.4574 1.45288 1.76016 21.8419 0.0938953 0.0485727 21.748 2.78953 18.9585 17.7809 6.23168 2.21684 1.7279 11.5492 1.4242 10.5341 9.77205 0.774678 0.390337 4.01484 2.48168 1.53316 1.43971 1.34292 0.53853 0.804391
internal_count=4633 2643 104 2539 2482 52 64 1990 146 132 1844 138 1706 1661 1239 171 134 422 120 400 392 111 54 1068 616 452 444 441 316 125
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 1 1 1 1 0 1 2 1 2 2 1 1 1 1 1 0 0 1 2 0 2 0 1 0 0
split_gain=0.00380605 0.042013 0.162453 0.0244184 0.0537056 0.0842372 0.0242362 0.023422 0.015295 0.0132767 0.0146797 0.0146253 0.374144 0.0937524 0.0387488 0.0170937 0.0650449 0.126322 0.0162635 0.0387672 0.0398476 0.152729 0.0168212 0.0140391 0.0633743 0.111802 0.0598127 0.0871407 0.0474474 0.0443021
threshold=0.48077901860000011 0.34584293880000011 0.48001556840000009 42.154118731400011 40.986363433950011 0.35331277505000008 0.34566330350000002 0.35799826355000003 0.34458549145000011 0.48119816770000007 0.34536391125000004 40.165165956550005 0.34494476210000008 40.300545846000013 40.371455563000005 0.34494476210000008 0.34527409360000011 0.34542378970000004 0.34548366815000003 0.34569324270000007 0.48149755995000004 0.48265022005000008 0.34575312120000007 38.911218973650008 0.53998383280000006 39.354247760400007 0.50291907430000016 0.38976377950000002 0.5380527529500001 0.54450465555000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 -1 -5 -2 10 -10 12 -11 -13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -14 25 -25 -27 -28 -29 -26
right_child=8 2 -4 7 -6 -7 -8 -9 9 11 -12 13 23 14 15 16 17 18 19 20 21 22 -24 24 29 26 27 28 -30 -31
leaf_value=-0.0011148591137863963 0.015556505775273569 -0.10288964928305636 -0.11368869580030805 -0.043871316433501929 0.075427207430068602 0.076669869783283467 0.015275659506644374 0.020164625930238187 -0.0009545701844137233 0.11113525510403613 0.012975294724012838 -0.031359433309268402 -0.0020588281288102302 0.02024986378747004 -0.0099686348538298719 0.020763322202954623 -0.060910293840812146 0.014534594374396687 -0.015843247339535429 -0.018806618011112441 0.059904077254850953 -0.017008637035034583 2.3571062694329229e-05 0.034896997967681392 -0.030198211554678979 -0.012117767212179192 0.043767101820587961 -0.015488724957934822 0.01225249357700498 -0.00096860226804792126
leaf_weight=20.131798092696197 0.65946644727045978 0.059187790323991213 0.15969873297217418 0.14508693407907103 0.11321865800709929 0.046773979351356326 0.94447427311297261 0.09420577151224796 1.3828705800697201 0.30967033281922596 1.670294100185856 1.0084874580296261 10.823270746182468 0.88272829212593862 1.9884371780790377 1.3880593267967913 0.35219336068257945 0.68689516559243458 1.6683844918152342 1.1018810059176782 0.42732768959013157 0.59285865444690244 26.423315630003707 1.2772316675400359 0.7854950430337343 1.9245714707781187 0.62246386372135054 0.96587542677298199 1.7046660054475069 1.5257208349508156
leaf_count=1005 12 14 8 45 45 46 38 98 12 2 28 41 835 28 24 29 13 13 34 8 9 5 1886 36 14 28 40 51 8 178
internal_value=1.52893e-06 -0.00113402 -0.0268297 0.00342568 0.0275395 -0.0236279 -0.000380364 -0.0186614 0.000410941 0.000243111 0.00666604 -0.000104222 0.002074 -0.00129345 -0.000439628 -0.000967019 -0.000418654 -0.00135943 -0.00068069 -0.0010266 -0.000160617 0.000588036 -0.000350194 0.000353456 0.00331834 0.00837896 0.0018875 0.0100728 0.00221911 -0.0109026
internal_weight=81.8666 21.6944 0.618172 0.458473 0.21918 0.105962 21.0763 0.239293 60.1722 59.5127 3.05316 56.4595 19.939 36.5206 35.5121 34.6294 32.6409 31.2529 30.9007 30.2138 28.5454 27.4435 27.0162 19.6293 8.80602 6.49481 5.21758 3.29301 2.67054 2.31122
internal_count=4633 1299 256 248 105 60 1043 143 3334 3322 40 3282 1192 2090 2049 2021 1997 1968 1955 1942 1908 1900 1891 1190 355 163 127 99 59 192
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=2 1 0 1 1 1 2 1 1 2 2 2 1 0 2 0 2 1 1 2 1 2 0 1 2 1 1 0 2 0
split_gain=0.0034701 0.010973 0.0270189 0.0136804 0.0124284 0.0093234 0.00472934 0.0180111 0.00668707 0.00439056 0.066823 0.0176373 0.103752 0.051794 0.0514557 0.0299837 0.145545 0.0827424 0.049116 0.0291549 0.0332043 0.0105428 0.0881341 0.168379 0.0375823 0.0268706 0.0101382 0.0974449 0.0415452 0.0871987
threshold=34.969856643350006 0.36476452800000009 0.50730517050000012 0.34007963835000005 0.38906020780000011 0.39346127360000005 34.214889417600013 0.43121463430000007 0.43643902880000007 39.788107623550012 39.683197198900011 40.21994457600001 0.34494476210000008 0.48149755995000004 40.300545846000013 0.53998383280000006 40.003678352300007 0.4373072662500001 0.37977904855000005 40.467253020850002 0.40115565405000009 39.476991512000005 0.52252926560000013 0.34521421515000011 39.262923716450011 0.39019789825000006 0.36042334060000009 0.48271009850000007 38.804629908750009 0.47604862130000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 -6 7 -7 -9 10 21 12 -11 -14 -13 18 -17 -18 -15 20 -16 24 23 -23 26 -26 27 28 29 -2
right_child=9 2 4 -5 5 6 -8 8 -10 11 -12 14 13 15 19 16 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.039246717801672243 -0.0064758140540730818 0.085747347685088321 0.00022523814933158968 -0.074707590884925665 0.10041180239938959 -0.10072796314596487 0.055604590630139297 0.092980036605737684 -0.10018557966756909 0.036971567394987449 -0.035217320658112533 -0.017832146593350303 -0.023212224385571828 -0.0019495581399009206 0.017380829673129733 0.013828306249935663 -0.1103729615819929 0.010473302496304725 0.022712759245927316 -0.00030174313772526537 -0.0017348322998136029 0.013399604194810556 0.014202113517482929 -0.066273032527108644 0.0034801895315861838 0.030229173220802121 -0.0023633780571085013 0.049487412847956713 -0.036271927759653939 0.051265500387480935
leaf_weight=0.015336750384198336 1.8061921741630107 0.044054320533177815 0.59535033558495332 0.033649364117062999 0.021123688668012675 0.011634542817660076 0.021361133393144272 0.012671042929468967 0.0020873912035425666 0.89176712841071548 0.56676608698580722 1.6080629847023917 0.80938233917862579 1.8354062041617001 2.0506925302513515 0.65742584171120899 0.1863587083062157 0.081408447521507554 1.4419296763176133 51.230588543034941 1.6317352396707976 0.52117297402583085 1.001856407205344 0.54020458019164153 0.83621082818808534 0.6817018593337707 11.582169396796065 0.40869444084819395 0.32991770805529075 0.30582266242709
leaf_count=76 123 11 19 47 2 23 43 11 172 15 34 34 15 35 40 28 11 51 25 2981 31 13 43 27 20 31 613 23 21 15
internal_value=4.26304e-06 0.00674218 0.00990789 -0.0390304 0.00487791 0.0450936 0.020624 -0.00768751 0.0656592 -5.87254e-05 -0.00140815 0.000342932 0.00554386 -4.80566e-05 -0.00020031 0.00441323 -0.0114844 -0.0736324 0.00890112 0.000316017 0.00891041 -0.000344429 -0.00707094 -0.027151 0.000525649 0.0154933 -0.00104851 0.00429382 -0.00327002 0.00188521
internal_weight=81.7627 0.757269 0.708282 0.0489861 0.664228 0.0688778 0.0477541 0.026393 0.0147584 81.0055 18.5807 62.4248 5.90368 5.01191 56.5211 4.20253 0.925193 0.267767 3.27734 54.913 3.68243 18.0139 2.06323 1.06138 15.9507 1.51791 14.4328 2.85063 2.44193 2.11201
internal_count=4633 404 281 123 270 251 249 206 183 4229 963 3266 180 165 3086 150 90 62 60 3052 71 929 83 40 846 51 795 182 159 138
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 0 1 2 1 0 1 0 0 2 1 2 1 0 0 0 1 1 0 1 0 0 1 1 2
split_gain=0.00354685 0.0222091 0.0244747 0.0499601 0.0281538 0.157318 0.017452 0.0587908 0.0182541 0.0267041 0.0177392 0.017502 0.0202744 0.0346808 0.0475668 0.101995 0.254066 0.0446205 0.0255431 0.0222404 0.0182787 0.0448554 0.0857785 0.0853908 0.239354 0.0142191 0.010638 0.0239237 0.0211789 0.0863201
threshold=0.3447651268000001 0.3447052483500001 0.48149755995000004 0.47811442770000007 0.34458549145000011 0.47736594710000008 0.47673722340000008 0.34515433670000012 41.289992964000007 0.34518427590000006 0.47076434840000009 0.34491482290000003 0.47787491390000009 0.47774018740000007 41.32819714970001 0.34512439750000007 41.641174900500005 0.34545372890000009 0.47868327295000007 0.47905751325000007 0.48077901860000011 0.34521421515000011 0.34536391125000004 0.48001556840000009 0.34569324270000007 0.45995628875000011 0.48119816770000007 0.3453339720000001 0.34569324270000007 41.184662530950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -2 -9 -10 25 -8 13 14 -13 -16 -17 -18 -14 -20 21 -21 -23 24 -24 -11 -22 -28 29 -29
right_child=6 -3 -4 -5 -6 -7 11 8 9 10 -12 12 18 -15 15 16 17 -19 19 20 26 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=8.1238814346409747e-05 -0.10257131046983943 -0.015673848509763669 0.011717701105715213 -0.01989436739287135 -0.020225011094546681 0.086322276448368651 0.0091777863607969412 0.0020928821711252124 0.050754052307833045 -0.063566233513440207 -0.10098200157474467 0.016194675864992146 -0.0094636737334653914 0.026086660398945319 0.0072074215533401631 -0.13740485450716663 0.038114330344540259 -0.029834674493282955 0.012382711993219785 -0.026262836200905661 0.0060146410292115761 0.021022806369859367 -0.1078992386486719 0.0015923189107984457 0.027503251313286171 0.057291921366371568 0.010622945802656183 0.0073294937700866293 8.4291975360266521e-05 -0.02311569659894264
leaf_weight=5.5242745114922052 0.069604320626703853 1.0287643151823438 1.4544537905021568 1.3496022407312009 0.55383554816432923 0.2199414800852536 2.2058973128441712 0.5322147423677942 0.025246659792173887 0.023763333188208557 0.056330506797792168 1.4595398791134351 2.91020435507152 0.76756101194769133 1.3647893018351167 0.19065707549452771 0.19054362626593502 0.19610649501100852 1.4451946030603711 0.91135017614578773 3.0430757151916614 1.0820421129465105 0.29620737664299646 0.98248123503708484 0.23344232654199004 0.016489713685587049 2.0158973386278367 1.8809507531113916 47.770690197569941 1.844476396217942
leaf_count=544 115 18 24 25 9 5 39 76 3 97 66 16 60 14 18 3 16 43 35 17 40 18 19 20 34 7 40 22 3149 41
internal_value=4.23503e-06 -0.00174694 -0.000172853 -0.00243423 0.00130728 0.00338334 0.000252309 -0.0151985 -0.00590013 -0.0408176 -0.0647541 0.000410251 0.000128262 0.00688645 0.00255402 -0.00769731 -0.042933 0.00365103 -0.000309148 0.000124007 -0.000170965 -0.00717804 -0.000473423 -0.0158556 -0.0482208 -0.0140565 0.000263363 -6.36957e-05 -0.000482041 -0.00774406
internal_weight=81.6456 10.1309 9.10211 7.64765 6.29805 5.74422 71.5148 0.723649 0.654045 0.12183 0.0965836 70.7911 68.5852 4.1692 3.40164 1.9421 0.577307 0.38665 64.416 61.5058 60.0606 3.50552 2.59417 1.51213 0.52965 0.040253 56.5551 53.512 51.4961 3.72543
internal_count=4633 625 607 583 558 549 4008 364 249 173 170 3644 3605 110 96 80 62 59 3495 3435 3400 108 91 73 53 104 3292 3252 3212 63
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 2 0 2 0 2 0 2 1 0 2 2 2 2 2 2 2 2 2 2 0 1 0 1 1
split_gain=0.00362795 0.0157815 0.00809874 0.0381365 0.0460253 0.0300915 0.0230174 0.0182754 0.012676 0.00725578 0.103322 0.0431713 0.0422937 0.0634243 0.0321965 0.0131647 0.0337569 0.0103502 0.0176486 0.022858 0.0186315 0.0697481 0.139491 0.0120748 0.0143664 0.0732133 0.0194467 0.0689517 0.0244967 0.0182633
threshold=43.735142172100005 43.564719632750005 44.279556297950009 0.34527409360000011 0.34515433670000012 43.847983878700006 44.026978245600006 0.39587138110000003 44.461493122800007 0.47880302985000006 42.759119507950011 0.47847369840000004 43.022303514600004 0.3447651268000001 0.47905751325000007 42.431220712750012 42.686561923500008 41.559097512700014 41.489621506400006 41.404176814550006 41.16018805045001 40.574766824850009 40.767054867700004 40.408647214050006 37.995872310650007 0.47568935060000012 0.34422622080000004 0.47076434840000009 0.34007963835000005 0.33400197600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 -5 -7 -4 -9 10 11 15 -12 -14 -11 17 -17 18 19 20 21 23 -23 24 25 26 27 28 29 -1
right_child=2 -3 7 5 -6 6 -8 8 -10 14 12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.032130556908217311 0.00050996102481471503 -0.013048368162872923 -0.056382743739211982 -0.03986063299846742 0.074659608954149775 0.0013341621761557977 0.039921844109971266 -0.033494843811377101 0.0014661602619995247 0.018849224773983556 -0.10801641177455029 -0.023606786557419549 0.029095633737382848 -0.086485071941365815 0.00012463459116583413 -0.0026074712615014001 0.054765530213473072 -0.007689077794517607 0.017354539269179285 -0.023454535946002806 0.0081093556294635945 0.086260793550622619 -0.086497889408174267 0.0096547307105352212 -0.0050697371431638986 0.1014074760547744 -0.0099688526086187876 0.10193430584444876 -0.10509620947522301 0.075914810237202632
leaf_weight=0.044673755046715002 0.16408502959241511 0.94291200025844446 0.057009328396644743 0.15996496053958242 0.17089449288323522 1.3621727509192849 0.1743699820644905 0.10631913199495091 4.2229638682661195 0.93228410533629258 0.11390379004692525 0.77400520209994361 0.091363102514584404 0.098839455798188647 61.215766423726947 0.2913354219626364 0.15826301061315462 1.4627783892531905 0.64228244320474992 0.39096000048596113 2.6780808038052726 0.059069775624493892 0.22386865432368408 1.1385903459340623 3.1168452076455821 0.078966976958326995 0.51490512602013783 0.073633567884826334 0.028111469535622824 0.024076115809293697
leaf_count=107 40 48 24 40 7 151 38 14 874 15 42 44 42 72 2518 47 9 127 11 7 30 61 43 22 92 4 75 7 5 17
internal_value=2.33385e-06 -0.000192696 0.00228442 0.00750427 0.0383384 0.00141598 0.00571317 -0.000133129 0.000607583 -2.92259e-05 -0.00227994 -0.000784266 -0.0598256 -0.0309663 0.000405523 0.000832432 0.0175884 0.000113375 0.00137954 0.000153935 0.00131045 -0.00212324 -0.0504306 0.000599574 -0.00205684 0.0102288 -0.000276181 0.0289963 -0.0264509 0.00570679
internal_weight=81.5133 75.0955 6.41778 2.03149 0.33498 1.69651 1.53654 4.38629 4.32928 74.1526 12.0046 11.7004 0.304106 0.190203 62.1481 10.9264 0.449598 10.4768 9.01406 8.37178 7.98082 5.30274 0.282938 5.0198 3.88121 0.764367 0.6854 0.170495 0.0968613 0.0687499
internal_count=4633 3445 1188 276 47 229 189 912 888 3397 864 708 156 114 2533 664 56 608 481 470 463 433 104 329 307 215 211 136 129 124
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 2 0 1 1 2 2 0 1 2 2 1 0 2 1 1 1 0 0 1 2 0 1 2 1 0
split_gain=0.00295853 0.0197548 0.022701 0.0127374 0.00784272 0.0307658 0.0960312 0.0358665 0.0392384 0.0244469 0.0213859 0.0154025 0.103608 0.0387631 0.027984 0.0166819 0.0245436 0.0410585 0.038435 0.0163515 0.017177 0.0102178 0.00692308 0.0531122 0.032228 0.0189055 0.051922 0.0499307 0.0147131 0.00940465
threshold=43.735142172100005 0.39587138110000003 45.044778924400006 43.564719632750005 49.292797572200008 49.064150740050003 0.39614083410000006 0.34479506600000004 0.34491482290000003 48.914776625700007 48.823707093150006 0.47961138885000004 0.34536391125000004 43.813842866750008 44.749265482150008 0.38512319990000005 0.48634771415000005 43.968221017800005 0.3584174126500001 0.39150025445000008 0.39233855270000012 0.5116313883000001 0.46735127690000006 0.34007963835000005 41.909642283050012 0.41229304515000009 0.32012514595000008 39.476991512000005 0.3621298763500001 0.42615490555000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 5 6 -3 10 -9 11 -8 14 -13 -14 -10 16 -15 -18 -19 -17 -21 -20 23 24 25 -1 29 -28 -25 -27
right_child=1 4 -4 -5 -6 -7 7 8 9 -11 -12 12 13 15 -16 19 17 18 21 20 -22 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=0.072409060717896323 0.025125020270777305 0.10126055589780839 -0.10290910107545226 -0.011704916349085614 -0.0036293762683784758 0.041798938465784141 -0.0048385999558039168 0.063165891871601043 -0.043677051734854394 0.048917234555561968 -0.034202345966050561 0.094578944559658318 -0.052491216040613103 -0.0015862624461011725 0.00069784751191890378 -0.044449168324782441 0.092179011499469443 0.056956786160822927 -0.008932100729444916 0.055137406751517716 0.00016214590622207786 -0.10111546096824892 4.3211320115898385e-05 -0.10355056235951406 -0.10054095841067241 -0.031451938736455146 -0.03146160235622375 0.083534829920953221 0.020445575961992792 -0.10309815830533675
leaf_weight=0.048374810432818771 0.02202618841271764 0.097101089544594177 0.037297950686479453 0.94585891469280525 1.5313152162101369 0.21237781985541904 0.71842405670395215 0.11525691114366088 0.18817607848063822 0.11588893103180442 0.3788123840931803 0.1254323287867013 0.12685863045044277 0.21710551436990533 0.58056379581921647 0.078972626818085589 0.10144892311654985 0.061156864743679762 0.020965734220226295 0.058949692181499702 1.5841287725908584 0.028192999347538716 73.6924540734434 0.068377226110612699 0.026142065230763345 0.038301915070988457 0.064113313203051803 0.091847107622015756 0.011126619857940501 0.035121031105518341
leaf_count=92 40 5 12 48 313 29 69 3 35 19 16 5 10 7 73 15 9 6 10 12 462 38 2912 164 96 53 34 20 24 2
internal_value=2.30838e-06 0.00206605 -0.0553719 -0.000173759 0.00260341 0.00458776 0.00286879 0.000745851 0.005815 0.00380454 -0.0149762 0.00215632 0.0060975 0.00122502 -0.0101645 0.00439313 0.0220401 0.0462624 0.00403644 -1.78533e-06 0.00213453 -0.0618001 -2.652e-05 -0.0134293 0.00560766 0.0155982 0.00361727 0.0362613 -0.0861972 -0.0657231
internal_weight=81.4222 6.40045 0.0593241 75.0217 6.34113 4.80981 4.59744 4.50033 3.4031 3.28784 1.09724 3.17195 2.40321 2.27778 0.76874 2.15092 0.42887 0.211765 0.110316 1.72205 1.64308 0.0491587 74.0759 0.383404 0.3039 0.277758 0.229383 0.15596 0.0795038 0.0734229
internal_count=4633 1188 52 3445 1136 823 794 789 704 701 85 682 574 569 108 559 70 63 54 489 474 48 3397 485 297 201 109 54 188 55
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 2 0 1 2 2 1 2 2 0 0 0 0 1 1 0 2 2 1 0 0 2 2 2 0
split_gain=0.00288632 0.0104081 0.0096767 0.00900731 0.00640449 0.00691065 0.00623346 0.00876391 0.00915683 0.00397761 0.0561067 0.0232738 0.0867885 0.0582952 0.0430268 0.118846 0.038811 0.0622061 0.0376669 0.101129 0.0537417 0.0281493 0.0736821 0.060485 0.0272377 0.0227441 0.0388277 0.0174224 0.0324308 0.0626307
threshold=34.969856643350006 32.724174661450007 0.38045268105000002 0.53017873715000008 0.34007963835000005 0.31168228495000011 34.823977857500005 0.49405706415000006 0.38723391515000005 38.911218973650008 39.032633164100012 0.42039160505000012 38.621016321050007 38.621016321050007 0.54284302865000023 0.54695967185000016 0.52252926560000013 0.52366695610000014 0.36880632320000012 0.37644082515000005 0.50101793360000013 37.688226470200007 35.887362732750006 0.39500314360000005 0.55234873210000013 0.48654231910000006 36.165040341950011 39.117456157700005 39.427119987250002 0.5218855723000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 7 -3 -9 11 -11 13 14 16 -13 -16 18 -18 20 -20 25 22 -19 -24 -17 -2 -27 -12 29 -29
right_child=9 6 3 -5 -6 -7 -8 8 -10 10 27 12 -14 -15 15 24 17 21 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.10012839990338046 -0.0024338730349233073 -0.030584468483672286 0.043666268177155874 -0.10063904101828203 -0.10162091129144309 -0.10019960535206768 0.0052210084019492023 0.088002012151154829 0.021872361030386121 0.029359921951106028 -0.013488410905770843 0.020943495964427947 0.077775426425566549 -0.02575123875949677 -0.10703537875559162 0.066147908554179263 -0.040577531552462631 0.0020566243816471422 0.061544385131596879 -0.0031137346129147415 -0.024581927052257688 0.0062361604537878711 -0.073433954713079549 -0.0075474957433639932 -0.0040085997503359139 0.00021606955661727535 0.028673225104756513 -0.0034157297901142346 -0.00022163020954523973 0.03338834591422548
leaf_weight=0.0037648235447993164 2.0228176609325659 0.019447130651105413 0.01865485662347055 0.0056311112453957804 0.022114692533069719 0.0031735919986941585 0.57842596104905475 0.030779385710047791 0.065492788894849066 0.65544255188137768 0.94965970092471153 0.65855104276488396 0.16629697219292428 1.0558748439680119 0.1162824615239515 0.060185926035046577 0.53148503556440152 1.143886673555244 0.39130613056477137 0.63353202273123088 0.72698813397437323 1.5205222121851418 0.29432066806839419 0.26459408683932395 0.68723547116132178 1.0922901323065159 0.85459597239969287 1.0277635493957848 64.904814602910648 0.84050942417456997
leaf_count=1 136 36 7 146 28 59 18 13 96 34 34 12 16 36 7 4 15 16 16 39 13 44 20 39 235 16 29 23 3400 45
internal_value=3.17593e-06 0.00618856 -0.0363798 0.0102066 -0.0753221 0.0084995 0.00945957 0.0306461 0.0430148 -5.41881e-05 0.000242799 -0.0017159 0.00918311 -0.00346326 0.00168983 -0.0129906 -0.000979884 -0.00887974 0.00420447 0.0215742 0.00041433 -0.00365318 -0.0124839 -0.0422429 0.00164074 0.004992 0.0127075 -3.90063e-05 0.000152274 0.0131419
internal_weight=81.3464 0.747484 0.0533391 0.024286 0.0290531 0.00693842 0.694145 0.115719 0.0962722 80.599 68.3782 12.2208 1.68855 10.5322 1.52225 0.863704 9.47634 3.75481 5.72153 1.02484 4.69669 3.22332 1.7028 0.558915 0.747421 3.9697 1.94689 67.7227 66.7731 1.86827
internal_count=4633 404 241 153 88 60 163 145 109 4229 3536 693 274 419 258 246 383 134 249 55 194 119 75 59 239 181 45 3502 3468 68
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 0 2 1 1 2 2 2 1 0 1 0 1 1 1 1 2 2 0 0 0 0 0 1 0
split_gain=0.00279821 0.103703 0.0419494 0.0249625 0.110261 0.047416 0.0290687 0.0720304 0.0378348 0.0165544 0.0725943 0.0849717 0.0260613 0.0160966 0.177849 0.0217097 0.0420409 0.0163095 0.020051 0.059996 0.123457 0.276422 0.0575497 0.0584536 0.316052 0.0505021 0.043816 0.1325 0.0239641 0.279935
threshold=0.48368312325000012 0.48458129995000004 0.34494476210000008 0.34587287805000005 41.489621506400006 0.34614233110000009 0.48847339900000003 41.741384785950011 0.34708541665000009 0.34614233110000009 42.876019054300009 43.521589032450009 47.079243513300007 0.34900152690000003 0.49194634890000005 0.35331277505000008 0.49688632075000011 0.35799826355000003 0.36880632320000012 0.37227927305000003 0.37644082515000005 37.892416320650007 36.859113051050009 0.50035927070000008 0.50101793360000013 0.50291907430000016 0.5132031975000001 0.51484985480000012 0.38045268105000002 0.5195503128500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 -3 -5 7 -7 -8 -1 -11 -12 -13 -10 -15 -16 -17 -18 22 -20 21 -21 -19 -24 -25 -22 -27 -28 -29 -30
right_child=1 3 -4 5 -6 6 8 -9 13 10 11 12 -14 14 15 16 17 18 19 20 25 -23 23 24 -26 26 27 28 29 -31
leaf_value=0.0001551895165720114 -0.011012129746378059 0.034792665576183955 -0.051258850899655296 -0.026944818789050997 -0.010330473504077356 0.042270977652714627 -0.016312123326602292 -0.0046640945750046469 0.0077441630441445856 0.0012428605967739171 0.093370606204203094 -0.076213418472864336 0.025058633451147158 -0.10450343611388498 0.014804002408501965 -0.040177169444770414 0.024775909956281861 0.0019794076788063747 0.024488018616413178 0.074835234895764269 0.043148787275869606 -0.099020211945168551 -0.055883992268389387 0.085668820259404657 -0.068449391523095357 -0.033423859894599298 0.082356974318031559 0.016210000930567327 -0.091774222617383994 0.00062632177914736717
leaf_weight=34.609717502184822 0.50184256769716629 1.0122722650412534 0.53514280269155279 0.65889156982302566 1.1645058138528837 0.55278242751474838 1.4393215226009548 0.80047210961652127 2.635640960186719 1.5902477100601613 0.19707802140595632 0.044559017721098826 0.059131998219527304 0.16321140550279878 0.9796537870715899 0.2622698354341243 0.2639271718217121 1.8984514852672867 1.0137787928251807 0.12575637688860553 0.275772768380249 0.33526267281945366 0.42296991497278202 0.22247531684115529 0.3310750074583666 0.38352635363117116 0.19687672869986528 0.88780395915410437 0.33185032103534595 27.368900025825479
leaf_count=1270 3 27 38 4 33 22 17 25 27 117 27 76 6 17 32 34 20 41 46 5 24 57 14 8 39 45 11 23 25 2500
internal_value=3.15365e-06 -0.00052672 -0.0317817 0.000214484 0.0106532 -0.000332387 9.64207e-05 0.0145081 -0.000396837 0.000652989 0.00976381 0.0548164 -0.0184609 0.000204414 -0.000355937 0.000125589 -0.000293393 1.37355e-05 -0.000179651 0.000563104 -0.00024793 -0.0515961 -0.00816778 -0.0278949 -0.00650832 0.000556033 0.000153347 0.000600717 3.76982e-05 -0.000480621
internal_weight=81.2652 44.7644 1.03699 43.7274 2.17678 41.5507 40.8918 1.35325 39.5385 36.5007 1.89102 0.300769 0.103691 38.0992 35.4636 35.3004 34.3207 34.0584 33.7945 30.9195 29.9057 0.461019 2.87497 0.97652 0.55355 29.4447 29.169 28.7854 28.5886 27.7008
internal_count=4633 3137 41 3096 60 3036 3032 47 2985 1496 226 109 82 2968 2941 2924 2892 2858 2838 2736 2690 62 102 61 47 2628 2604 2559 2548 2525
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=2 1 2 2 0 2 2 0 1 0 2 1 1 0 0 2 1 0 2 0 1 2 2 0 1 0 2 1 1 1
split_gain=0.0030486 0.0152838 0.0310727 0.0119812 0.0122924 0.0114203 0.00845816 0.00603269 0.019966 0.015117 0.028611 0.0224559 0.0304803 0.0396062 0.0157415 0.0200312 0.0133342 0.00856317 0.0170038 0.00592767 0.0478415 0.0289922 0.0163879 0.0226835 0.0359922 0.0203845 0.0158749 0.0137806 0.00591741 0.0218945
threshold=43.735142172100005 0.31060447290000009 49.247968080500009 48.823707093150006 0.3733870243500001 43.564719632750005 43.847394126900006 0.61797550970000004 0.48814406755000012 0.58887458460000019 47.309807198350008 0.41861022125000008 0.43593006200000012 0.58035687555000015 0.55788748840000013 49.960114208400007 0.46187239905000005 0.53447501570000011 44.131787411600008 0.46735127690000006 0.34007963835000005 41.909642283050012 41.529896397300007 0.41229304515000009 0.32168198560000011 0.44825005235000009 40.099856909850011 0.3621298763500001 0.34554354660000003 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 19 -3 9 -9 11 -11 28 17 14 -14 -16 -12 18 -13 20 21 22 23 -1 26 -26 -25 -22 -8 -30
right_child=1 6 -4 -5 -6 -7 7 8 -10 10 16 12 13 -15 15 -17 -18 -19 -20 -21 27 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.068674559022230866 0.031245783994885423 0.020898224074563859 -0.10068824874774043 0.10014678787073797 -0.10040946632188215 -0.011089748375932086 0.00029326241297022564 -0.10073028566115493 -0.0031883614268842192 -0.0092693169246799174 0.094258647322943923 0.045564764913867975 0.079344953365369827 -0.10103970600369974 -0.10051206434879588 0.037691185882089619 0.017335820859278688 -0.10222964193751514 -0.10148136144480308 2.6391762233782269e-05 -0.10320666377023793 -0.10048929396165372 0.08229635054301207 -0.010185262889655258 0.085097795200148096 -0.010195224568575587 -0.091278168278493499 0.017417869249458134 0.037284477143013611 0.0034723184027283822
leaf_weight=0.046061184936050714 0.020482525011177866 0.24497295996366109 0.042468618721613893 0.012906989548355341 0.010847816917464392 0.94675462545124744 3.4570349067425914 0.024076358641877849 0.16343502989667513 0.095115949474347761 0.064718021940272763 0.014104710437095824 0.04127045524842643 0.028698932743168371 0.015055423343255825 0.034565565984848945 0.034573650125821587 0.052063283834684171 0.017773196647842493 73.41789492582339 0.06226897557020783 0.023664297548889768 0.03186649239955841 0.046766201027686805 0.043445833238365594 0.046446421907603508 0.049896690747118555 0.011169925398551994 0.21494057484960638 1.756728320843244
leaf_count=81 8 22 14 3 57 48 113 19 186 25 15 6 36 45 69 32 44 17 58 2912 164 96 18 53 17 25 7 24 11 408
internal_value=2.14632e-06 0.00210644 -0.0395905 0.0190645 -0.0143385 -0.000176553 0.00268406 0.00194215 -0.0157127 0.00251031 0.0299265 0.00156399 -0.0310465 0.00137499 0.0337124 -0.00424084 0.0674739 -0.0772372 -0.0364193 -3.65123e-05 -0.0128088 0.00555455 0.0150427 0.00582951 -0.00968717 0.0358609 -0.0520448 -0.0848599 0.00278661 0.00715834
internal_weight=81.0721 6.34583 0.086706 0.0442373 0.0313303 74.7262 6.25913 6.01415 0.187511 5.82664 0.194408 5.63224 0.203532 0.11959 0.0908914 0.049621 0.0992917 0.0839412 0.0318779 73.7795 0.361586 0.288147 0.264483 0.232616 0.186555 0.0898923 0.0966629 0.0734389 5.4287 1.97167
internal_count=4633 1188 82 68 65 3445 1106 1084 205 879 84 795 263 182 137 101 59 81 64 3397 485 297 201 183 102 42 60 188 532 419
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 0 1 1 0 2 1 0 2 2 2 1 0 0 2 0 0 0 0 0 1 1 2 1 2
split_gain=0.00305748 0.019621 0.096974 0.0401093 0.0577827 0.0957257 0.0202168 0.0244545 0.017509 0.0173651 0.0154668 0.122477 0.0899867 0.0477645 0.0448334 0.0444584 0.0258308 0.0767675 0.0184381 0.0165791 0.0119055 0.0117181 0.0219882 0.0206201 0.173172 0.0337001 0.0682755 0.0111996 0.00774975 0.0413917
threshold=0.54695967185000016 0.42473279245000012 0.54088200950000009 0.42111014640000005 0.41917906650000009 0.54353163080000011 0.53998383280000006 0.40206880030000008 0.41625999220000004 0.53998383280000006 38.751720283100006 0.42111014640000005 0.55131582885000008 38.621016321050007 47.927946529500012 39.065416244600009 0.42307116555000007 0.5541600551000001 0.5641597557000001 37.345948426100009 0.55877069550000014 0.55877069550000014 0.5619592227500001 0.56345618395000019 0.56579144335000009 0.43837010870000009 0.44512140355000007 39.476991512000005 0.45107930900000009 40.574766824850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 6 -6 8 -8 -1 -3 12 14 -2 18 -12 -13 -17 -18 20 -20 -14 -19 -23 -24 -25 -26 -27 -28 -29 -30
right_child=10 2 -4 -5 5 -7 7 -9 -10 -11 11 15 13 -15 -16 16 17 21 19 -21 -22 22 23 24 25 26 27 28 29 -31
leaf_value=-2.3437210526285111e-05 0.085228203141284653 -0.10268797703753939 0.038138161692611632 -0.020707953288431828 -0.0021047073900332977 0.050348456961550318 0.0031996498664489076 -0.015045683839352939 0.0086034532849915395 -0.015766278307935106 -0.10325524840503629 -0.067890644520300886 -0.012698472832442477 0.093854105937652629 0.014681501659152704 0.032527289931518981 -0.05409755116659435 0.011520236815240992 0.0042870640988859361 -0.10109442116856802 0.0078848284847112867 -0.027162779667238592 0.016183596005765081 -0.10472710266571224 0.027648201243549997 -0.052246836155120852 0.014243241588162984 0.0056404997941105076 -0.10629565312005658 -0.0024235382563745724
leaf_weight=64.204845011266784 0.13559803847169538 0.062852026819270601 0.46112980052566854 0.91768315039371273 0.81499792388058157 0.60709470987785608 1.1994243295912377 1.895586643089018 2.4421093508972254 0.036233672872185707 0.1638826214580148 0.099160721994053236 0.52736987781163691 0.051359976429011911 0.040125207765619564 0.22954972280422214 0.26712493561473127 0.85539962282200566 0.025311844147837825 0.036395038959071702 0.6015337280177846 0.3049071206037296 0.71810351464227995 0.15844044083041797 0.44955860634581801 0.24601540667288224 0.63762835330953782 1.2073028294435064 0.039315448974513223 1.5840167187321279
leaf_count=2634 13 114 27 21 17 29 23 41 28 3 54 38 48 4 47 17 25 34 326 79 22 28 25 24 37 37 27 72 65 674
internal_value=1.06138e-06 0.000209686 0.0188521 6.47978e-05 0.000332669 0.0202877 -7.42289e-05 -0.00797498 0.000292673 -0.0709024 -0.00180781 -0.00371379 0.00787801 -0.000567066 -0.0800589 -0.00142217 -0.000438045 -0.00160802 -0.00464016 -0.0578675 -0.00173071 0.000653223 -0.00108581 0.000491659 -0.0021154 0.00178913 -0.00134073 0.00227021 -0.000426828 -0.00493921
internal_weight=81.0201 72.642 0.560216 72.0817 71.1641 1.42209 69.742 3.09501 66.647 0.0990857 8.3781 7.00053 1.37757 1.24197 0.204008 6.79652 6.69736 6.46781 1.19061 0.0617069 1.1289 6.20069 5.34529 5.04038 4.32228 4.16384 3.71428 3.46826 2.83063 1.62333
internal_count=4633 2937 144 2793 2772 46 2726 64 2662 117 1696 1204 492 479 101 1103 1065 1048 475 405 70 1023 989 961 936 912 875 838 811 739
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 0 2 2 1 0 2 2 1 1 2 2 0 2 2 1 1 2 0 0 1 2 2 2 2
split_gain=0.00308739 0.0258416 0.0273228 0.016213 0.00958526 0.183965 0.0857101 0.0763161 0.055693 0.0485038 0.0671477 0.0364249 0.0360398 0.125079 0.0593255 0.0533771 0.0693493 0.0555011 0.0525137 0.0454442 0.041377 0.0377066 0.0265197 0.0384825 0.0210547 0.0189024 0.0210384 0.0146837 0.0196359 0.0474189
threshold=0.54504356155000011 0.54353163080000011 40.00488309970001 0.54284302865000023 39.476991512000005 39.955516828000007 0.54585192060000021 40.371455563000005 40.722669576350008 0.44765126795000004 0.56065686655000013 39.354247760400007 41.319407281650008 0.42473279245000012 0.44720217960000008 41.772405911750006 42.320906304050006 0.55980359870000018 42.283941020600004 47.927946529500012 0.44618424600000006 0.44618424600000006 38.751720283100006 0.56685428580000019 0.56579144335000009 0.44844465735000011 41.600558339100012 38.536700832000001 37.995872310650007 37.688226470200007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 -2 9 -9 -7 -11 22 14 19 -10 25 17 -17 21 -14 24 -19 27 -24 -18 -15 -27 28 29 -8
right_child=4 2 -4 -5 5 7 11 8 12 10 -12 -13 13 15 -16 16 20 18 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=9.2663173857563292e-05 0.092194389025205215 0.025214310622908239 0.00024715575051659022 -0.013731391303285871 -0.10475255681536332 0.089814813489854081 -6.2706358918608897e-05 -0.028295841468807099 0.02240200399428266 0.10099811402308474 -0.10277323018262104 0.041612755515992444 -0.10572297117645191 -0.10253738921946681 -0.014975389866845566 0.10119040986239916 -0.057309905432588154 -0.051302972809808667 0.10179190514970443 0.013238547494317333 0.001750491876264038 0.054014968241532929 -0.051029632082710212 -0.0037878262924779245 -0.012639355313468416 0.057410162996928221 -0.10080405673543998 0.042106744867906346 -0.034443995659046892 0.069791908790446389
leaf_weight=68.834158328294308 0.10389357781787945 0.84112961086020621 0.91525949404604034 0.85897056967951257 0.17586820957802363 0.14679974837781573 1.5884593176423325 0.76703125538214489 1.4010667754628232 0.028764689341187477 0.036937046816154062 0.1942213396578153 0.16203472626739346 0.067896345455665474 0.60931774562133956 0.11497028730809722 0.18773726744984776 0.099761025659972802 0.051147256295053012 0.040048605642823532 2.2054406917237444 0.051566865363923853 0.2499309725826605 0.55605430841325187 0.24091079268464455 0.01933219452955548 0.014869047988327111 0.092197915910219197 0.14248116440990832 0.10350887929197217
leaf_count=2831 5 17 39 16 49 11 395 46 38 1 67 16 59 12 62 5 19 13 5 48 546 63 22 50 40 22 34 10 68 24
internal_value=-5.00776e-07 0.00022419 0.0122039 -7.77188e-05 -0.00169894 -0.00388665 0.00293636 -0.00104641 -0.00312099 0.0578529 -0.0135607 -0.000231999 0.000545845 -0.0059549 0.0110735 -0.000912636 0.00154633 0.0457011 0.014193 -0.0821473 -0.00377495 -0.0154146 -0.00320611 -0.0184372 -0.032204 -0.0719989 -0.0113737 0.00316561 0.00120846 0.00421076
internal_weight=80.9018 71.4495 1.75639 69.6931 9.45225 6.4215 3.03075 6.24563 6.03313 0.212501 0.0657017 2.92685 5.2661 3.25572 2.01038 3.05363 2.95153 0.317445 0.202475 0.202083 2.63409 0.151328 2.73263 0.805985 0.428648 0.102098 0.0342012 1.92665 1.83445 1.69197
internal_count=4633 2903 56 2847 1730 1140 590 1091 1012 79 68 585 966 866 100 759 691 86 81 107 605 76 569 72 59 68 56 497 487 419
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 2 2 0 1 1 1 0 2 2 2 1 2 2 1 0 1 0 0 0 2 2 2 2 1 0
split_gain=0.00289047 0.122436 0.0628939 0.0795907 0.0685216 0.088443 0.139542 0.0402952 0.0334546 0.0876596 0.0837244 0.0400905 0.114678 0.201996 0.100396 0.0521452 0.07676 0.137645 0.192872 0.0913306 0.0358097 0.0322994 0.0308194 0.0652502 0.0919463 0.151547 0.0360327 0.0302247 0.0356019 0.0224575
threshold=0.39563186730000005 0.39736834230000012 0.39394030120000006 37.232443001650005 0.39078171310000004 42.546237522150008 38.324118171300007 0.5380527529500001 0.39019789825000006 0.38906020780000011 0.38723391515000005 0.51017933595000009 40.099856909850011 42.670715716450012 43.426369480700011 0.36880632320000012 40.986363433950011 41.873095646600007 0.37227927305000003 0.50386215985000016 0.36551300860000008 0.53312775065000018 0.52290350590000012 0.53447501570000011 36.654713368950006 43.968221017800005 44.279556297950009 45.321989007550009 0.41861022125000008 0.52401125715000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 -4 8 6 -6 -2 9 10 11 15 29 -14 -15 20 19 -18 -19 -17 -1 -16 -3 24 -24 -26 -27 -28 -29 -13
right_child=1 22 3 -5 5 -7 -8 -9 -10 -11 -12 12 13 14 21 16 17 18 -20 -21 -22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=0.00019652802576254768 -0.10518320752990361 0.046007507065138439 -0.003673348139952945 0.046613069215215408 -0.0053893591849081867 0.04152168079812564 -0.11124856725779549 -0.0094551343290450798 0.013375131837507824 -0.034010850198500128 0.033706234981276825 0.018481627890931506 -0.07110734854792454 0.060256384757726766 -0.10228757186369533 0.0076412885033001953 -0.079098593087629648 0.094830880845438531 -0.046996607571471789 0.070274540964217522 -0.019664907611455774 0.00830823703134961 0.065014662784772276 0.00027279201205079206 -0.10175375089303072 0.10030792960861855 -0.10114124733794683 0.069225093387897951 -0.10132894423234491 -0.0080983404287514431
leaf_weight=48.99493748530741 0.14837681151311599 0.14311594326505783 0.60571931122467393 0.65520974071591809 0.28541570348215728 0.1278072608207026 0.22089637492990732 0.06249124116038729 1.8763397532966326 0.75642274909114249 0.73859703561902179 0.71087933186208763 0.65576674519911637 0.2351488514104858 0.063124054812647046 0.50859388397657201 0.19237389450154296 0.19350314472103491 0.19006540123154991 0.4293507849361049 0.92491299427533746 0.045398687499982771 0.073828274966218355 20.970699386959794 0.25795152350809758 0.046101932413876057 0.02527470575046209 0.049932063329833909 0.016213160635667023 0.57497223734389991
leaf_count=1789 98 67 12 39 19 37 68 15 39 32 32 37 28 9 53 17 11 20 25 31 31 6 10 1883 107 6 12 31 59 10
internal_value=-5.05347e-07 -0.000984603 0.0003631 0.0224567 -0.000119511 -0.0328106 -0.0515741 -0.076814 0.000243598 -0.000202651 0.000266949 -0.000192817 -0.013153 -0.0385619 0.0235387 0.000383025 0.0186671 -0.0100685 0.0245527 0.0363121 -0.000171464 -0.0560217 -0.000243746 -0.000552482 -0.0374298 -0.0565544 0.0282265 -0.00812324 0.0274198 0.00659632
internal_weight=80.7794 21.794 58.9854 1.26093 57.7245 0.634119 0.506312 0.210868 57.0904 55.214 54.4576 53.719 2.28529 0.999438 0.343672 51.4337 1.51389 0.575942 0.383569 0.937945 49.9199 0.108523 21.5831 21.44 0.469302 0.395473 0.137522 0.0914199 0.0661452 1.28585
internal_count=4633 2288 2345 51 2294 124 87 113 2170 2131 2099 2067 143 96 68 1924 104 56 45 48 1820 59 2175 2108 225 215 108 102 90 47
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 0 1 0 0 0 2 0 0 2 1 0 2 0 0 0 1 1 0 0 0 1 0 0 0
split_gain=0.00310132 0.0512393 0.0250768 0.0302173 0.0663222 0.100007 0.0414059 0.100289 0.0731299 0.0363188 0.0237722 0.0752576 0.0456755 0.0331896 0.0222057 0.0760797 0.148037 0.0428193 0.0255194 0.0639884 0.0167213 0.0143326 0.0909353 0.0167035 0.0319712 0.0899548 0.0398677 0.110807 0.0464376 0.0533787
threshold=38.751720283100006 38.621016321050007 0.50218556330000019 0.52769378160000013 37.140760352250005 0.5206281249000001 0.52290350590000012 0.36551300860000008 0.51657136015000005 0.52812790035000023 0.48654231910000006 36.257608591500009 0.47697673720000006 0.50035927070000008 39.427119987250002 0.39078171310000004 0.52157121045000021 39.525197829750006 0.53938504835000012 0.54695967185000016 0.56685428580000019 0.39431454150000006 0.39500314360000005 0.53998383280000006 0.54284302865000023 0.54413041525000005 0.40437412050000004 0.54695967185000016 0.5485614203000001 0.55877069550000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 -4 -9 -5 12 13 -1 -12 15 16 -2 -16 -17 -20 -21 -11 -23 -24 -25 -26 -27 -28 -29 -30
right_child=14 -3 3 9 5 -7 -8 8 -10 21 11 -13 -14 -15 17 18 -18 -19 19 20 -22 22 23 24 25 26 27 28 29 -31
leaf_value=0.0029714432711193412 0.0022847343694972167 -0.040670346672012157 0.018604808772901878 0.043739060599535404 -0.0041433189734545748 -0.070574831118219467 0.015745100662783066 -0.072573655317205041 -0.0033250114341544876 -0.013551955559084656 0.014799477965178219 0.03648853080217581 -0.047826491576771171 -0.017320147084384663 -0.024544887843430441 -0.02174256980470253 0.056558334645288581 6.5309240356686818e-05 0.036588983400422014 -0.033276894631040582 -0.0034290930507665345 0.077801319135209768 -0.014914184667101475 0.014757029564966712 -0.097566126039624473 0.018629277598394566 -0.10412524027741668 0.10065954321298121 -0.10182771768235808 0.0013614427335150499
leaf_weight=1.8429983776142198 1.5869794639474997 0.32472485039170429 0.51730792550370119 0.19203834235668171 0.50184161605739053 0.41318940705900786 0.81172311726550095 0.3359072297835155 0.2793039062180469 0.72334998811129425 0.61600835341596416 0.84015491150785226 0.19581371161982009 0.6733736377209425 0.71491922263157803 0.75215175910852838 0.73547647893428791 63.695767883348978 0.36654770188033559 0.28303661802783608 0.55717000564658292 0.15112877078354392 0.72722751169794753 1.1598505828733325 0.1027495713206007 0.61719259619712818 0.11929876547856111 0.042873705369856907 0.054264600886988035 0.65797658575693363
leaf_count=238 53 17 9 4 22 27 24 22 22 13 34 31 15 8 48 17 16 3352 7 28 50 3 53 12 6 4 13 6 52 427
internal_value=-2.50274e-06 -0.00149289 -0.000393866 -0.00388542 -0.0119407 -0.034141 -0.00149242 -0.0138473 -0.041135 0.00117888 0.00581069 0.0131999 -0.00190734 -0.00197484 0.000255695 0.00722945 0.0194721 -0.000207849 -0.00728533 0.00172565 -0.0134838 -0.000697461 0.00186225 -0.00143426 0.00212501 -0.00706444 -0.000830216 -0.0145654 -0.00041609 -0.00650039
internal_weight=80.5923 11.9003 11.5756 7.40722 2.85927 0.915031 1.94424 1.13252 0.615211 4.54795 4.16835 2.12954 2.03881 1.28938 68.692 4.28136 2.32246 64.4107 1.95891 1.20675 0.840207 4.35591 3.63256 3.48143 2.75421 1.59436 1.49161 0.874414 0.755115 0.712241
internal_count=4633 1062 1045 719 126 49 77 53 44 593 326 73 253 42 3571 171 69 3400 102 85 78 589 576 573 520 508 502 498 485 479
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 2 1 1 2 1 1 2 1 0 2 1 0 1 2 1 1 0 2 1 1 0 1 1 2 1
split_gain=0.00292472 0.0104728 0.00980897 0.00608687 0.00649026 0.00593406 0.0144991 0.032199 0.0179065 0.00560696 0.00541383 0.00460734 0.0343821 0.0673413 0.0724647 0.061963 0.195642 0.0950966 0.0502505 0.109972 0.0639731 0.0120472 0.0100983 0.00563029 0.0126658 0.00337747 0.0568572 0.119627 0.0915915 0.0820097
threshold=34.969856643350006 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.54413041525000005 34.515670600900002 0.38512319990000005 0.38045268105000002 33.96174662340001 0.34007963835000005 0.31100865245000009 37.041406607950009 0.38772791230000009 0.50291907430000016 35.476804824450006 0.36551300860000008 0.4995209724000001 0.36265381275000008 35.887362732750006 0.39736834230000012 0.3975479776000001 0.53938504835000012 37.140760352250005 0.42111014640000005 0.46280051495000007 0.53634621715000008 0.39563186730000005 0.39814676205000005 38.804629908750009 0.39394030120000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 8 9 10 -1 12 13 14 -2 16 17 -16 21 -20 -21 -14 -13 -22 -25 26 29 -28 -29 -24
right_child=11 2 3 4 -6 -7 -8 -9 -10 -11 -12 22 18 -15 15 -17 -18 -19 19 20 23 -23 25 24 -26 -27 27 28 -30 -31
leaf_value=0.10011696120778951 0.011960702787132835 0.10041419642186633 -0.10017011202268128 0.058501549910580035 -0.024352052338769581 0.0062797095952468593 -0.10064057355015937 0.10011684710884133 0.086848547636299997 -0.087020963455272188 -0.059132751510741072 0.016201548128856776 -0.015532276829045712 0.028414955904519236 0.091615568691258878 0.00663661509074357 -0.11043990614207846 -0.028336863960071779 -0.095125409792811394 0.1019849598771097 -0.10049401738421913 0.0046095146216832182 -0.00026590043699426023 -0.10095878853339867 0.092644523157059053 0.0011388215111196086 -0.10359622449000785 -0.10306087566385749 -0.001761308977723363 0.037875144657866261
leaf_weight=0.0034301157575113081 1.0264612719561168 0.021115819457918378 0.003982322576121077 0.02679779939353466 0.014608554437432503 0.58255083219410153 0.01831383490934968 0.022084288881160319 0.0088136689716975525 0.035580746128816322 0.0056528178411183738 0.38842448659261108 0.65986074091415481 0.7716434528119861 0.091937437844421654 0.35431830398738384 0.26320675760507584 0.23509874101728201 0.1971628159899409 0.057485365421598544 0.021693613700477954 0.53994197127619081 52.901424515783226 0.0079682050596332488 0.00586736913396635 20.272932502244387 0.15395770883185145 0.097119160491779044 1.1025008424087599 0.56981397544700385
leaf_count=1 25 2 7 4 239 10 5 7 23 44 62 19 15 23 64 6 6 7 22 2 24 30 1953 38 39 1548 169 23 194 22
internal_value=-2.65329e-06 0.00624265 0.044108 0.0179132 0.02927 0.00251982 -0.0208124 -0.00146451 -0.0434141 -0.0691194 0.00100695 -6.08557e-05 -0.00327135 0.00337165 -0.00643266 -0.0264209 -0.046265 0.00538454 -0.0154994 -0.0528419 0.0367865 -0.00646795 0.000119163 -0.0687029 -0.0188558 3.59806e-05 -0.000371824 -0.0206124 -0.00996235 0.000140548
internal_weight=80.4618 0.742931 0.0665045 0.0453887 0.0414064 0.676426 0.0938755 0.0755616 0.0534773 0.0446637 0.00908293 79.7188 4.23265 2.74267 1.97102 0.944561 0.590243 0.327036 1.48998 0.290177 0.0930146 1.1998 75.4862 0.0355292 0.0138356 75.0977 54.8248 1.35358 1.19962 53.4712
internal_count=4633 404 252 250 243 152 142 137 130 107 63 4229 301 131 108 83 77 71 170 125 103 45 3928 101 77 3909 2361 386 217 1975
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 2 2 2 2 1 0 1 2 0 0 0 1 2 2 0 0 0 1 2 2 2 1 0 1 0
split_gain=0.00279332 0.0282455 0.0689356 0.127198 0.177344 0.0495716 0.0334281 0.0224602 0.0123675 0.0097622 0.0318844 0.0201417 0.0189107 0.0168147 0.0537174 0.0162347 0.0407096 0.200053 0.0327154 0.0854811 0.0657673 0.0932133 0.0994429 0.0511041 0.0286508 0.0164014 0.0574255 0.0307166 0.254622 0.110892
threshold=39.896141435400004 39.427119987250002 0.52252926560000013 0.34524415440000006 39.746231405950006 39.683197198900011 39.262923716450011 39.955516828000007 39.656620114300004 0.42039160505000012 0.54088200950000009 0.40115565405000009 39.117456157700005 0.5485614203000001 0.55877069550000014 0.52769378160000013 0.39048232090000007 37.345948426100009 38.751720283100006 0.48271009850000007 0.52252926560000013 0.5195503128500002 0.37644082515000005 38.238138001450004 36.377496227400009 37.140760352250005 0.36618664115000005 0.49877249185000011 0.36510882910000009 0.49194634890000005
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 -2 -4 11 -11 15 13 -12 -15 16 18 -18 20 -20 21 22 23 25 -17 26 27 28 29 -1
right_child=7 2 5 4 -6 -7 -8 -9 -10 10 12 -13 -14 14 -16 24 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.047117637516563081 0.018668151698380427 0.0083623846415540274 0.027155275234076588 -0.08625952324620384 -0.0011166737808246531 -0.014975707381856605 0.016449799545927134 0.00012805114231810379 0.0062068660937724422 0.062536936391447501 0.012859864510533184 -0.011934127833649576 0.048882386364141855 -0.10177357584515737 -0.0014625097507672625 -0.0033935430290929834 0.047531815764800027 -0.066461276376493114 -0.018476011248326065 0.037166024111527335 -0.029718187637288413 0.049052533573807122 -0.056203990344930177 -0.030986838990557611 0.019352255536504423 0.010664418799465638 -0.049698656191157528 0.0088460974184517913 -0.11538683654499451 0.08248775600508175
leaf_weight=0.10117203250830087 0.66060049075186 0.71671294956467979 0.60496851863076873 0.53075330782914421 0.45380566921085119 0.81228722959948108 1.2530772413301736 60.079201534147927 0.52761167893186212 0.093661043165411573 0.77935299642194955 1.6594203136472021 0.08628529256168338 0.055648445717274231 1.3123695843438192 1.1538833572485594 0.23953630513278756 0.43089593174670426 0.45294738810116519 0.70714655373012647 0.79652526648715127 0.37630135612562288 0.32323347189230833 0.45633453373363853 1.0648001602203292 2.0921375497928238 0.22340689622797061 1.9376475779754398 0.17422050982713699 0.18998931479291059
leaf_count=189 17 25 51 34 24 39 34 3207 3 10 16 82 17 41 469 20 22 35 26 21 13 18 27 26 33 66 11 33 3 21
internal_value=-5.30275e-06 -0.00104312 -0.00898417 -0.0236857 -0.0470152 0.00387601 0.000771057 0.000329692 0.0173965 -0.000564823 0.00537726 -0.00168191 0.00298045 0.00113603 -0.00554298 -9.49285e-05 -0.00208295 -0.0257331 -5.82148e-05 0.0154411 -0.00275358 0.000902594 -0.00239286 0.000968271 0.00752272 0.00405866 -0.00120329 0.00330527 -0.0197643 0.0374528
internal_weight=80.3459 19.6061 3.64614 1.70127 0.984559 1.94487 15.96 60.7398 1.13258 14.7069 2.32732 12.3796 2.23366 2.14737 1.36802 10.7202 8.50149 0.670432 7.83106 1.16009 6.67097 5.87444 5.49814 5.17491 2.21868 4.71857 2.62644 2.40303 0.465382 0.291161
internal_count=4633 1409 176 83 58 93 1233 3224 54 1199 553 646 543 526 510 564 511 57 454 47 407 394 376 349 53 323 257 246 213 210
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 0 1 1 2 2 1 0 1 1 0 1 0 1 1 0 2 0 0 2 0 2 0 1 1
split_gain=0.00300686 0.0227519 0.0194471 0.0410726 0.0237346 0.139767 0.015246 0.0965728 0.0534393 0.0153438 0.0247086 0.0204403 0.0126799 0.019992 0.0102965 0.0121555 0.0218025 0.0186645 0.046241 0.0121457 0.0198325 0.0115033 0.088299 0.0100214 0.0404765 0.0211249 0.0708364 0.0126371 0.0404538 0.042717
threshold=0.3447651268000001 0.3447052483500001 0.48149755995000004 0.47811442770000007 0.34458549145000011 0.47736594710000008 0.47673722340000008 0.34479506600000004 0.34515433670000012 41.289992964000007 43.968221017800005 0.34527409360000011 0.47709649410000005 0.34482500525000009 0.34491482290000003 0.47787491390000009 0.34506451900000007 0.47868327295000007 0.34524415440000006 0.34542378970000004 0.48077901860000011 41.32819714970001 0.47757552170000012 0.47961138885000004 40.040404835300002 0.48119816770000007 41.542492784600007 0.48265022005000008 0.34566330350000002 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -2 -10 -11 -12 -9 -14 -15 21 -17 -18 -19 20 -20 -16 -23 24 -21 26 -25 -27 -29 -30
right_child=6 -3 -4 -5 -6 -7 7 12 9 10 11 -13 13 14 15 16 17 18 19 23 -22 22 -24 25 -26 27 -28 28 29 -31
leaf_value=0.00026267602449568775 -0.10243902612808975 -0.015767897074954487 0.010628224475825407 -0.017805485300002005 -0.018381691642952877 0.08388686889613152 0.066511368216221653 0.016290200504723733 0.001353290118447223 -0.080448450669943813 0.10060317984805695 -0.03397325279515525 -0.017383210086965743 0.0091635399056906684 0.012799159969007207 -0.011545268911396428 -0.0078079769075550384 0.015557060994889155 0.0034290071638741143 0.011604669454613237 -0.013532805747937955 -0.01284219326886582 0.028875447978521908 -0.0057794507356242596 -0.023364172181445181 -0.0060332967468682691 0.029731845563564386 0.014976939149828348 -0.025496552784428875 0.00021937700827737088
leaf_weight=5.4267563474019731 0.062817830051261181 1.0217612951528288 1.440209391119424 1.3573584819773712 0.55220147095906202 0.20750945433974255 0.22007637890055676 0.48412634600754145 0.52848525292344151 0.06359070625251273 0.017520010471343994 0.031719894802449744 0.65161045207059842 1.2623924777144555 1.3936913266079494 1.6716993984173303 2.8958796302722467 1.9499854284222227 1.1798783781559898 0.58217283710837253 1.6580552991945294 1.5014078353997322 0.76631568104494352 1.2749533111732483 0.76724747643675073 3.2245003117610613 1.004128559878154 1.8389440313912917 0.65545952424872567 44.501824710268906
leaf_count=544 115 18 24 25 9 5 8 41 76 102 1 70 10 16 15 37 56 40 26 5 25 36 23 19 44 35 38 29 17 3124
internal_value=-6.29573e-06 -0.00162807 -1.99418e-05 -0.00205281 0.00140345 0.00334255 0.000224899 0.000373263 -0.0144158 -0.00579377 -0.0392698 0.0139103 0.00016312 4.96051e-05 0.00021634 4.74222e-05 -0.000277091 2.90371e-05 0.000416079 -0.000104756 -0.00648089 0.0056493 0.00125515 0.000231275 -0.00827776 0.000449986 0.00986628 2.2662e-05 0.000438173 -0.000153891
internal_weight=80.1943 10.0058 8.98404 7.54383 6.18647 5.63427 70.1885 69.4843 0.704134 0.641316 0.112831 0.0492399 69.2643 68.7801 68.1285 66.8661 63.2047 61.533 58.6371 56.6872 2.83793 3.66141 2.26772 53.8492 1.34942 52.4998 2.27908 50.2207 46.9962 45.1573
internal_count=4633 625 607 583 558 549 4008 3644 364 249 173 71 3636 3595 3585 3569 3495 3458 3402 3362 51 74 59 3311 49 3262 57 3205 3170 3141
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 1 1 0 1 1 1 0 0 1 2 2 0 1 2 2 1 1 1 0 0 0 2 0 0
split_gain=0.00334676 0.0379147 0.0314269 0.0286486 0.0348755 0.0680403 0.0263876 0.0368079 0.0193332 0.14182 0.24865 0.0773521 0.0943721 0.121934 0.0805121 0.0447565 0.0320692 0.0301818 0.114191 0.170764 0.0887899 0.0817532 0.0608705 0.0297678 0.197251 0.103422 0.0578957 0.0400094 0.0770338 0.0270756
threshold=40.621691032550004 40.722669576350008 0.54353163080000011 40.300545846000013 40.21994457600001 40.148327922700012 0.40115565405000009 0.34575312120000007 0.50291907430000016 0.36551300860000008 0.36880632320000012 0.37227927305000003 0.51484985480000012 0.51809826055000008 0.37644082515000005 39.427119987250002 39.788107623550012 0.48911709230000006 0.34512439750000007 38.324118171300007 35.476804824450006 0.35585760905000008 0.36510882910000009 0.38906020780000011 0.52252926560000013 0.52366695610000014 0.5380527529500001 38.324118171300007 0.53499895210000015 0.53998383280000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 8 7 -5 15 -10 -11 -12 14 -14 -13 17 -17 18 -1 21 -19 -20 -22 -15 -25 -26 27 -27 -29 -28
right_child=1 -3 -4 6 -6 -7 -8 -9 9 10 11 12 13 23 -16 16 -18 20 19 -21 22 -23 -24 24 25 26 29 28 -30 -31
leaf_value=-0.00042085813437343141 -0.010622660583326152 -0.00013456852312341072 -0.054397015746293256 0.0060915073973148021 -0.015048019950761913 0.025560416086412997 -0.0023000786861269835 0.027671077683442305 0.063657070897697107 -0.11570495677458373 0.044062977153859997 -0.10445797902680956 0.060507130154731761 0.014319741812797354 0.00052894101500047417 -0.029549678823878735 -0.0076628939759653542 0.013641630013190329 0.053246004560631249 0.090717963769382848 -0.051942045154874154 -0.11011154383486224 -0.0070838369109554634 -0.052122679698200031 0.029849870357262206 -0.0044419825344047979 0.010697847891505408 -0.076005253703929437 -0.012781080660465034 -0.0020298747262544352
leaf_weight=2.8756562748289163 0.7447809999035816 46.529051305933578 0.21032122470057857 3.4749271153277741 1.5971042476538873 1.0143399492405318 2.2319034248132628 1.0231419184565309 0.35661357827484508 0.18393707647919555 0.41107459395425294 0.1583025572472242 0.33862779909213614 1.2568164779222559 0.13562689680566109 0.92052633940460316 2.4545367076274829 1.0383444089347906 0.050863755889375778 0.33435848954501068 0.52291232665447729 0.077033316806474711 0.71765128616243601 0.73191527582821336 1.1513216360181093 1.1424926750612479 2.4913569929613004 0.28131135672083463 0.611907803802751 5.0782394912310087
leaf_count=222 75 2812 19 57 34 34 51 38 5 4 16 24 12 36 21 40 38 33 26 19 31 28 21 33 25 74 24 57 8 716
internal_value=-3.4703e-06 -0.000539417 -0.0202621 0.000775671 -0.000733039 0.000206422 0.00658924 0.011 -0.000896322 0.00138446 -0.000204849 0.00133585 2.29426e-05 0.00128181 -0.0560142 -0.00453099 -0.0136324 0.000937891 0.00699483 0.0531272 -0.00793369 -0.0451454 -0.0259921 -0.000291733 -0.00189019 0.00152779 -0.00186698 -0.0168378 -0.032693 0.00215916
internal_weight=80.147 47.4842 0.955102 32.6628 25.9329 24.3358 6.72997 4.49807 23.3214 14.3295 13.9729 13.789 13.3779 13.084 0.293929 8.99188 3.37506 5.61682 3.33791 0.462256 2.27891 0.127897 1.24056 12.7454 11.4885 10.7566 9.60531 2.03571 0.893219 7.5696
internal_count=4633 2906 94 1727 1581 1547 146 95 1513 1055 1050 1046 1030 985 45 458 78 380 295 73 85 54 52 973 937 904 879 139 65 740
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 0 0 1 0 0 0 2 0 0 1 1 0 0 0 1 0 0 0 0 2 2 2 2
split_gain=0.00288223 0.0388348 0.0202193 0.0247612 0.020077 0.0230916 0.0605758 0.081201 0.0412002 0.0697951 0.0493206 0.0349607 0.0212067 0.0626162 0.0325797 0.0313327 0.0154213 0.0773136 0.0136994 0.0244816 0.079949 0.0319478 0.102285 0.0406974 0.0445642 0.0272245 0.0345049 0.0118827 0.0251676 0.00891185
threshold=38.751720283100006 38.621016321050007 39.032633164100012 38.911218973650008 0.50218556330000019 0.52769378160000013 37.140760352250005 0.5206281249000001 0.52290350590000012 0.36551300860000008 0.51657136015000005 0.52812790035000023 0.48654231910000006 36.257608591500009 0.47697673720000006 0.50035927070000008 0.39431454150000006 0.39500314360000005 0.53998383280000006 0.54284302865000023 0.54413041525000005 0.40437412050000004 0.54695967185000016 0.5485614203000001 0.55877069550000014 0.55980359870000018 37.688226470200007 39.117456157700005 39.198779702000003 38.060777288450005
decision_type=2 2 2 2 2 2 2 2 2 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 12 6 8 -8 9 -6 -11 -7 14 15 29 -14 -13 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -4 -29 -1
right_child=2 -3 27 -5 5 11 7 -9 -10 10 -12 16 13 -15 -16 -17 17 18 19 20 21 22 23 24 25 26 -28 28 -30 -31
leaf_value=-0.0060753587434364195 0.0008806773676194226 -0.036058922115519067 -0.011296123695744491 0.027118181279774636 0.014305498065009881 0.043684628025937963 -0.0053932933966391395 -0.066826098592780936 0.016371203019239836 -0.064942153788374909 -0.0057835281291793213 -0.014399132435626225 0.015002291322261644 0.033903658116828071 -0.042315976564632457 -0.016874034641169652 0.07517078655062337 -0.013601411448057252 0.013047298220030071 -0.095593807543571843 0.017014769742263496 -0.10376391526446921 0.10056334506552499 -0.10148687772305146 0.074876889583193398 0.0015886009316999586 -0.10090422225700733 0.024119722703426546 -1.4076792699798962e-05 0.0080029653300195524
leaf_weight=0.79686598342475834 0.86399282789727638 0.31562871149662974 0.92044143947532475 0.6162308840356161 0.48000924382358812 0.1819957997649907 0.48467038372291416 0.38692882755719893 0.8018517750333557 0.30399602648958535 0.26271579628519248 0.72123852928052645 0.58302760298101952 0.81017314334167156 0.18363914443550289 0.65455754258437082 0.13745751418173346 0.71749163026152052 1.1438905312279533 0.094053172739222535 0.60879973322153091 0.10832629128958615 0.038362334013072541 0.044998286478787008 0.046808900860924041 0.57627361730725402 0.034832236060049038 0.43497194760345692 65.570294886506105 1.0319062373996315
leaf_count=216 35 17 34 34 9 4 22 27 24 22 22 13 34 31 15 8 3 53 12 6 4 13 6 52 5 354 68 17 3451 22
internal_value=-3.41602e-06 -0.00146453 0.000243296 0.0118036 -0.000492647 -0.00367271 -0.0109326 -0.0326651 -0.000685681 -0.0137523 -0.0375174 0.000760545 0.00512682 0.0122913 -0.00216348 -0.00185707 -0.00106788 0.00163959 -0.00132113 0.00194662 -0.00623265 -0.000469699 -0.0129986 0.000265439 -0.00520844 0.00137655 -0.00425336 -1.23874e-05 0.000144964 0.0018685
internal_weight=79.9564 11.5505 68.4059 1.48022 11.2349 7.1747 2.72017 0.871599 1.84857 1.04672 0.566712 4.45453 4.06017 2.04776 2.01241 1.23759 4.27253 3.55129 3.41384 2.69635 1.55245 1.4584 0.849602 0.741275 0.702913 0.657915 0.611106 66.9257 66.0053 1.82877
internal_count=4633 1062 3571 69 1045 719 126 49 77 53 44 593 326 73 253 42 589 576 573 520 508 502 498 485 479 427 422 3502 3468 238
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 0 2 0 1 2 1 0 2 0 2 2 0 0 2 2 1 1 2 2 1 2 1 1 2
split_gain=0.00281404 0.0111317 0.0691571 0.0667672 0.0804778 0.057798 0.0463188 0.0688365 0.0797363 0.094801 0.0531169 0.0495828 0.0501589 0.0400236 0.021499 0.0182372 0.0175928 0.156228 0.221114 0.0116109 0.00795095 0.00633601 0.105122 0.0610752 0.105224 0.0534916 0.0834006 0.0931566 0.0412146 0.199313
threshold=43.735142172100005 42.783136484500005 0.48001556840000009 43.022303514600004 0.3447052483500001 0.34626208795000007 0.48149755995000004 43.157831852650006 0.50386215985000016 0.36510882910000009 43.084051236300006 0.3475943834000001 0.53499895210000015 43.067541470150012 0.54284302865000023 42.720329370750001 42.620627117000005 0.49588335680000006 0.47736594710000008 42.684965421050009 43.847394126900006 0.34708541665000009 0.35585760905000008 42.243697547450004 42.498713093000006 0.36265381275000008 38.751720283100006 0.36042334060000009 0.34626208795000007 42.431220712750012
decision_type=2 2 2 2 2 2 2 2 2 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 -3 13 -6 -4 8 -8 -10 14 -9 -13 -5 -11 16 21 18 -18 -20 -2 23 -23 -1 28 26 27 -24 29 -25
right_child=20 2 6 4 5 -7 7 11 9 10 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00011212816960652955 0.019819055380173214 -0.10677659558982942 0.012149482245885128 0.101935762415029 -0.10294932954950529 0.035058166234335907 -0.058052218376335542 -0.011003984960304039 0.1005715811422459 -0.03079444127297315 -0.10279963819346033 0.026924850164929244 -0.0084174251353520534 -0.0083188041956977887 0.045719953292330785 0.011380043560456425 0.071549237609455626 0.027156626280866854 -0.10651167194647611 -0.064000230388570417 0.0013158702407370807 0.02191763910797815 0.053407787344566672 -0.1035578690236076 -0.071515335989441015 0.00018369944793202324 -0.070770567573977081 -0.055768116056031658 0.0099237318004545272 0.028681071296725858
leaf_weight=31.07780638897388 0.24151286884174439 0.11940722879412374 1.798245573416352 0.057432184691691646 0.1155374130803466 0.041156337475780402 0.49663786580640579 2.2189545780420308 0.079980697948485613 0.076418390574431783 0.064610208206886455 0.9453520369443138 0.69811247661812104 0.077158081706779236 0.070694539911812626 1.432052948501833 0.10338199256622616 0.45490934818830908 0.25079739102511667 0.086373943602666259 6.04475610635847 2.267745703099453 0.17514487238531629 0.20267130997430161 0.32034956247690605 29.026389048686184 0.27278837602869999 0.14113479875882362 0.64401566609740257 0.26044268551980565
leaf_count=815 24 36 23 6 58 26 35 13 4 19 22 38 60 43 27 34 8 40 23 57 1164 78 36 41 27 1795 46 9 3 23
internal_value=-4.04634e-06 -0.000177556 -0.00401353 -0.0438018 -0.0179862 -0.066701 -0.0014797 -0.00674951 -0.0336785 0.00781878 -0.0272196 -0.00125315 0.0119121 0.0387289 0.00597425 0.000216856 -2.80168e-05 -0.0139482 -0.0563925 -0.0956214 0.00202675 0.000165574 0.00116719 -0.00081687 -0.0210422 -0.000421738 -0.0302548 0.00468977 -0.00643772 -0.0291903
internal_weight=79.862 73.5757 6.8597 0.410691 0.291284 0.156694 6.44901 4.65076 0.788342 0.291704 0.211723 3.86242 1.64346 0.13459 0.147113 66.716 65.284 0.895463 0.440553 0.337171 6.28627 64.3885 31.8832 32.5053 1.42748 29.6155 0.589068 0.31628 1.10713 0.463114
internal_count=4633 3445 410 169 133 84 241 218 107 72 68 111 98 49 46 3035 3001 128 88 80 1188 2873 1964 909 94 1886 91 45 67 64
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 2 1 0 2 0 1 0 1 2 0 2 0 0 2 2 0 2 0 0 2 1 1 1 0 0
split_gain=0.00261239 0.0299639 0.0270318 0.0233732 0.028566 0.0560048 0.0216084 0.0316657 0.0287624 0.0192018 0.117288 0.0682148 0.0571836 0.250974 0.141442 0.107062 0.0905565 0.0533264 0.0364462 0.0287432 0.0682199 0.025147 0.0238362 0.105816 0.0832728 0.118922 0.0247788 0.17377 0.108125 0.0318315
threshold=40.621691032550004 40.722669576350008 0.54353163080000011 40.300545846000013 40.21994457600001 40.148327922700012 0.40115565405000009 0.47976108500000009 40.542362378300005 0.50291907430000016 0.36551300860000008 0.50452082270000009 0.38906020780000011 38.110427674550003 0.52252926560000013 36.654713368950006 0.52366695610000014 0.5380527529500001 39.571921479100006 38.324118171300007 0.53499895210000015 40.003678352300007 0.48911709230000006 0.48032993025000009 35.476804824450006 0.36551300860000008 0.34512439750000007 0.34527409360000011 0.48001556840000009 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 9 7 -5 -9 18 -11 -12 13 15 -14 -13 -16 19 22 -18 -21 -19 23 26 -24 -26 29 -28 -29 -1
right_child=1 -3 -4 6 -6 -7 -8 8 -10 10 11 12 14 -15 16 -17 17 21 -20 20 -22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0083688995437481845 -0.0091977796783645951 -0.0001197388006879072 -0.05011236377244898 0.0012110322303450682 -0.013611972409512237 0.023329300435533711 -0.0020843786575867065 0.030404415722489166 0.0080127062813301828 0.059555025702650845 -0.046177551256711025 0.018534478179486138 -0.043947741886118372 0.067689248625759035 0.028065416439000641 -0.036256341413440231 -0.0058227835728473414 0.0038492325418724121 -0.013848611681589058 -0.072208400906452877 -0.011613294287435801 -0.015708965478828829 0.012637709241779101 0.057089974534007382 -0.049048334231708395 0.016101606498321572 0.10281751054465203 0.036839987905318658 -0.12138400198094952 0.016525018507616378
leaf_weight=2.51620165184177 0.74991890778483039 46.363616640421448 0.20579365532421434 2.1475656500650766 1.6035132733820017 1.0009739100320683 2.2346083218547275 1.0408559093120859 1.278017807024298 0.33918458595871825 0.31222539581358333 0.76222965330816739 0.74040745254205731 0.65331789264746465 1.1264416589256132 0.67021319089690223 1.1302980522731325 6.7846941319492471 2.8272773016779951 0.26619405222209014 0.61515950318425894 0.72793141252667215 1.0331177090574786 0.35013563669643577 0.78918803981287033 0.43440066557377577 0.1541495531915448 0.085346949691559953 0.08743835985660553 0.64540638495236624
leaf_count=222 75 2812 19 47 34 34 51 38 10 5 8 29 42 43 25 24 74 697 60 57 8 43 33 18 41 14 7 56 1 6
internal_value=-7.53126e-06 -0.000481028 -0.0180079 0.000684928 -0.00068867 0.000172911 0.00594385 0.00996045 0.0180635 -0.000832641 0.00146102 3.20196e-05 0.00110258 0.0163253 -0.00168476 -0.00710112 0.00125324 -0.00191785 -0.00446446 -0.0163781 -0.0299148 0.00195415 -0.000111721 0.00468301 -0.00826761 -0.0259187 -0.000576932 0.0256315 -0.0432296 -0.00328709
internal_weight=79.6758 47.3193 0.955713 32.3565 25.6554 24.0519 6.70105 4.46644 2.31887 23.051 14.1283 13.7891 13.4769 2.08576 11.3911 1.43244 10.6507 9.52428 8.92266 2.01165 0.881354 7.51263 6.09538 3.83868 2.25671 1.22359 3.48854 0.326935 0.172785 3.16161
internal_count=4633 2906 94 1727 1581 1547 146 95 48 1513 1055 1050 1042 96 946 53 904 879 458 139 65 740 398 310 88 55 292 64 57 228
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 0 0 1 1 0 0 0 1 1 0 0 0 0 0 0 2 0 1 0 0 0 1 0 2
split_gain=0.00294758 0.0335324 0.184085 0.157921 0.0728859 0.053302 0.0641131 0.222129 0.0791303 0.0694972 0.0504359 0.102351 0.0500631 0.158144 0.0278748 0.0244933 0.0205921 0.0435321 0.0133207 0.0146423 0.0189678 0.00828951 0.00659489 0.00349329 0.00344191 0.0190877 0.011956 0.0756068 0.0220144 0.0270684
threshold=37.041406607950009 36.558960102350007 0.50035927070000008 0.50452082270000009 36.377496227400009 36.165040341950011 0.49877249185000011 0.50035927070000008 0.36510882910000009 0.36476452800000009 0.52889135055000014 0.53017873715000008 0.50452082270000009 0.37323732825000006 0.34007963835000005 0.5218855723000001 0.5380527529500001 0.54413041525000005 0.4560492201000001 0.4413939702500001 0.41973294215000007 37.140760352250005 0.5054040298000001 0.39500314360000005 0.47757552170000012 0.47736594710000008 0.47938684470000009 0.34491482290000003 0.47787491390000009 40.040404835300002
decision_type=2 2 2 2 2 2 2 2 2 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 8 -8 9 14 -5 -12 -9 -14 18 -15 -17 -18 19 20 -1 -2 -7 -19 25 -23 27 -26 -29 -30
right_child=21 2 3 10 -6 22 7 12 -10 -11 11 -13 13 15 -16 16 17 23 -20 -21 -22 24 -24 -25 26 -27 -28 28 29 -31
leaf_value=-0.10036649815025987 0.015447460641096967 -0.088974286298084904 0.043214423183356179 -0.10466509396306521 0.061427114513399161 -0.033553327110443197 0.10083983456093404 -0.024449867758066797 -0.072569956245828446 0.10050106547409594 0.10166589641204755 -0.088681616718072453 0.10161594015445291 0.032884563281985947 -0.093503126050602015 -0.018414111612749865 0.075173101226155351 0.003575486601929986 0.10010980425907592 -0.10082364863172395 0.095891442484407535 0.0002159462246072594 -0.081542720162327276 -0.0082060014867857845 -0.034069552195968175 0.014220277045754379 0.00029400521900401719 0.0086579481936691367 0.012853728246160229 -0.0077973724993279083
leaf_weight=0.0072737408345761234 0.35253533518034785 0.27069823132500648 0.4486549012362957 0.11669658645951131 0.19437901710684702 0.043611643447547865 0.22754224988602834 0.72852103819604996 0.24277558858739212 0.062359047122299671 0.047380991280078888 0.069957046785019905 0.15973381709773127 0.18476924817514362 0.044170472696168452 0.72296845630626183 0.078341126645682269 0.51198422908782959 0.013606053031253396 0.012986658490262926 0.015247215633280575 8.2233889821838169 0.083395609799971737 0.4949897984191336 0.75047955378749875 1.1039109843550257 57.949553821646219 1.855486338608898 0.76468735886737693 3.7341787359928276
leaf_count=71 19 21 7 11 18 27 10 11 7 5 1 52 5 25 57 28 9 2 8 6 13 817 35 276 30 18 2908 31 13 92
internal_value=-4.60847e-06 -0.00241151 -0.0191923 0.0084774 0.00176715 -0.00142376 0.000880828 0.00572098 -0.0368867 0.0187727 -0.058115 -0.0118195 -0.00179073 0.00587731 -0.0358614 -0.00179569 -0.0053393 0.00337031 0.0159787 -0.0162592 0.0325047 0.000149403 -0.0650642 -0.00221584 7.68967e-05 0.0018734 -0.00018068 -0.00405238 -0.000507211 -0.00428724
internal_weight=79.5163 4.78204 0.953388 0.68269 3.82866 3.63428 3.50727 3.10885 0.398419 0.155643 0.234035 0.117338 2.88131 2.15279 0.0932841 1.99305 1.80828 1.08532 0.0491137 0.0355076 0.022521 74.7342 0.127007 1.00697 74.3817 9.3273 65.0544 7.10483 6.35435 4.49887
internal_count=4633 705 92 71 613 595 533 366 167 160 64 53 356 345 155 340 315 287 98 90 84 3928 62 278 3909 835 3074 166 136 105
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 0 0 1 1 1 1 1 2 1 0 0 1 2 2 2 1 0 0 0 1 1 0 2 0
split_gain=0.00258269 0.0243046 0.00970491 0.0072935 0.013597 0.0176953 0.00780048 0.0232992 0.00929215 0.0102547 0.00550592 0.00480213 0.00876223 0.0192119 0.0120272 0.0180994 0.0160186 0.00330463 0.00256072 0.0275112 0.0202302 0.017926 0.0119253 0.0690814 0.0646756 0.0744373 0.109199 0.040119 0.0220706 0.0243784
threshold=0.46636328255000009 0.57927906350000014 0.68131193680000013 51.757767929250001 0.58035687555000015 0.58745247150000013 0.58887458460000019 0.59751205050000011 0.47407263255000004 0.47634801355000006 0.50491003265000012 0.49041944850000008 0.51869704500000013 48.109449608500007 0.50634711535000021 0.66011496660000013 0.63013083440000017 0.49585341755000006 38.751720283100006 38.474425342400004 39.032633164100012 0.39170982905000007 0.52252926560000013 0.52366695610000014 0.5195503128500002 0.37644082515000005 0.36880632320000012 0.50101793360000013 38.238138001450004 0.54191491270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 -2 3 4 -3 -6 -7 -8 -9 -10 -5 -11 14 -14 15 16 17 -13 19 22 21 -20 24 -24 25 26 27 -1 29 -25
right_child=1 2 -4 10 5 6 7 8 9 11 -12 12 13 -15 -16 -17 -18 -19 20 -21 -22 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0029005988313237467 -0.10068037396309558 0.074672496719496051 -0.10032878096945144 -0.011416731267170905 -0.10067099992908696 0.063841102040469153 -0.10035608937782402 0.079627640881044348 -0.10038803190030449 0.035890197259134796 -0.10024899064825116 0.057620447144623499 -0.10025961132186437 0.056280558217285781 -0.10193818000972105 0.045723696553687354 -0.10057674519846936 -0.015448407174410886 0.025952500734511327 -0.02356301675643965 1.2976140192417195e-05 0.0031842490180802535 -0.040254185765881044 -0.015810938790624878 0.043725945183388994 -0.048338287503292894 0.058887432579919623 -0.024750199257816401 0.010795321785165691 0.001643967186360634
leaf_weight=3.7217390782763724 0.026443090081661069 0.02618073065647053 0.0096552257460105761 0.017594056783366341 0.016647108635590158 0.021144452080534393 0.020990276221368731 0.017514460278371224 0.0090318258582584576 0.049008489843512915 0.011562809271936203 0.0095992553983705875 0.009322422879523784 0.049305461277981522 0.014334410372164097 0.041456221748376265 0.024982415066280517 0.017425129037981435 0.56021427228551945 0.53164537861403083 66.257137286545458 0.90349271870582015 0.4687080835137748 1.2010909863063268 0.36504424978920713 0.29803796373150948 0.32751010393258173 0.61085265711881209 1.3540046853499914 2.3969732090378266
leaf_count=303 30 17 179 32 56 6 57 29 11 48 24 15 212 10 125 6 36 42 26 38 2863 30 15 93 19 37 17 15 28 214
internal_value=-2.64083e-06 -0.00809747 -0.00140398 0.00127825 0.00555208 -0.000464714 0.00540666 0.000708169 0.00947487 0.00400103 -0.0466452 0.00837743 0.000275543 0.0313891 -0.0166462 -0.003565 -0.0428545 0.0105062 3.7548e-05 -0.00135775 0.000269868 0.0118985 -0.000258968 -0.00356044 0.00310304 0.000112165 0.00321083 -0.000997891 -8.74209e-05 -0.00418276
internal_weight=79.3886 0.392198 0.365755 0.3561 0.326943 0.300762 0.284115 0.26297 0.24198 0.224466 0.0291569 0.215434 0.166425 0.0586279 0.107797 0.093463 0.0520068 0.0270244 78.9965 11.2756 67.7208 1.46371 10.744 5.42078 5.32318 4.95814 4.6601 4.33259 4.95207 3.59806
internal_count=4633 935 905 726 670 653 597 591 534 505 56 494 446 222 224 99 93 57 3698 779 2919 56 741 350 391 372 335 318 335 307
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 1 1 0 1 2 2 1 2 1 0 2 2 2 2 1 1 0 1 2 2 1 0 1 2 0
split_gain=0.00241535 0.0509294 0.00931346 0.078993 0.0206757 0.00732523 0.0146664 0.0554832 0.0112748 0.00994856 0.0454905 0.0419214 0.0386126 0.0334502 0.00756898 0.0764876 0.136668 0.0454605 0.038992 0.0163823 0.0155344 0.0141469 0.0495698 0.0130129 0.00522039 0.0358502 0.0431162 0.0212453 0.0111212 0.00928952
threshold=0.39672464895000009 48.823707093150006 0.39614083410000006 0.39587138110000003 0.3733870243500001 0.31638274305000008 0.34007963835000005 0.46735127690000006 0.34269932035000011 48.823707093150006 41.909642283050012 0.32012514595000008 39.476991512000005 0.33400197600000009 0.47396784530000008 38.171717059500004 42.123054668150012 42.720329370750001 43.968221017800005 0.3584174126500001 0.34377713240000007 0.47500074850000013 0.34422622080000004 50.189067467950004 47.927946529500012 0.37820723930000005 0.53203496900000014 0.38976377950000002 51.757767929250001 0.61797550970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 10 11 -7 13 -13 15 -10 -17 -18 -19 -20 -16 -22 -23 -21 -24 -26 -27 -28 29 -29
right_child=5 -3 -4 -5 -6 6 8 -9 14 -11 -12 12 -14 -15 20 16 17 18 19 23 21 22 24 -25 25 26 27 28 -30 -31
leaf_value=0.02244411607831856 0.0069313563178535756 -0.038185436780677963 0.0045556495192892125 0.10130766382423356 -0.10254360172030214 -0.07063372716652043 0.019515929883516716 -0.10251238594730357 0.0070275373112212922 0.019483244168385462 -0.10062349201250652 -0.08754425755603773 0.079126008324615971 0.06543352912053424 0.03077742764610111 -0.10512954936223343 0.097993687778655719 -0.10443501729154125 0.10045676710550891 -0.10153810310535367 0.012662044621872415 -0.048264995958156698 -7.0969734519054511e-05 0.10016175697645457 0.061083367659607993 -0.10193355929879498 0.10078566237234909 0.018997282665774138 -0.053467996656127441 -0.0158185272819742
leaf_weight=0.021244940995548744 1.5216622441064505 0.31695702242359403 0.58589908201105345 0.074911259114742279 0.035103657290841084 0.051345909407244927 0.29576062102417111 0.066419293565559201 0.88425911374530641 0.12663820153102279 0.049504808101119124 0.035830531176088698 0.082449554742197506 0.023779949675372336 0.16448105021845449 0.18530997417664707 0.055285414273384959 0.032037649156401393 0.022233665455132723 0.0098366894922037318 0.87366601325447746 0.21339421602897246 73.047576360305257 0.0047398963943123826 0.10884004151739723 0.040071843065680568 0.022737592458724976 0.2169938879248221 0.033815298051933951 0.11848275856738155
leaf_count=18 100 30 13 2 167 7 17 30 78 6 49 31 20 19 6 96 8 25 2 62 31 9 3422 1 11 74 1 107 110 81
internal_value=-2.58069e-06 -0.00480385 0.00994954 0.034026 -0.0554199 6.08406e-05 -7.53483e-05 -0.0183647 2.91142e-05 -0.00324077 -0.0150876 0.00680641 0.0347962 -0.026518 -4.66867e-05 -0.00794682 -0.0507373 0.0304612 -0.0237679 0.0464403 7.93208e-05 1.17049e-05 -0.00013805 -0.035951 1.51032e-06 0.00978906 -0.00313123 0.00696799 0.00119156 0.00670113
internal_weight=79.3213 1.03412 0.717159 0.13126 0.0563486 78.2872 76.7655 0.435968 76.3295 0.369549 0.242911 0.193406 0.14206 0.0596105 76.0338 1.1937 0.309443 0.124133 0.0688479 0.0368103 74.8401 74.6756 73.8019 0.0145766 73.5885 0.540941 0.432101 0.39203 0.369292 0.335477
internal_count=4633 230 200 187 185 4403 4303 162 4141 132 126 77 70 50 4124 272 194 98 90 65 3852 3846 3815 63 3806 384 373 299 298 188
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 0 0 0 0 0 1 0 1 2 0 1 0 2 0 1 1 2 2 1 2 1 0 2 2
split_gain=0.002534 0.0335775 0.0805849 0.0142981 0.00886181 0.00762325 0.0205822 0.0106874 0.0118207 0.0130244 0.00908702 0.00824424 0.0145191 0.0133206 0.00954127 0.0138283 0.0105696 0.0126047 0.00918782 0.0105283 0.00844521 0.00718983 0.01603 0.0538585 0.0212091 0.0265232 0.0174062 0.0376217 0.00642218 0.0162611
threshold=0.46280051495000007 0.56065686655000013 0.46551001470000003 0.56685428580000019 0.58454836680000011 0.57854555250000017 0.66977036620000019 0.66718062335000017 0.66505493850000008 0.66011496660000013 0.65010029640000011 0.51869704500000013 0.63528038085000016 0.5225142959500001 38.983591653800012 0.57927906350000014 0.48616807880000007 0.61400856260000014 38.911218973650008 0.62143349005000015 0.50056884525000012 0.4529056016000001 37.817254840650008 42.388109226950007 0.45736654595000009 46.324972967950011 0.45932756505000005 0.58388970390000006 44.749265482150008 41.909642283050012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 -2 -3 -4 5 6 7 8 9 10 11 12 14 -13 18 -16 28 -18 19 -5 -19 -1 -23 -24 -25 26 -26 -28 29 -17
right_child=1 2 3 4 -6 -7 -8 -9 -10 -11 -12 13 -14 -15 15 16 17 20 -20 -21 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=4.7159379039870753e-05 -0.101763540033769 0.099585968264078797 -0.10060319238483338 -0.10024181618818429 -0.10067596840426032 0.052125714521312386 -0.10092998535538272 0.084454630043339113 -0.10194093256286685 0.089614744224008572 -0.1003688201091416 0.098980307087485148 -0.10043799648433326 -0.10021715672683651 -0.10053400525275687 0.03920973118545043 -0.10019820030419045 0.025709403465657105 0.1006066942709649 0.06793940198755645 -0.06255857343125043 0.00030248612123282351 -0.10126208849406265 -0.060935750713323106 0.083789184718227355 -0.044172048066300242 -0.10206867254621109 0.10060731682126574 0.04304204338293055 -0.054581936966664218
leaf_weight=77.911623808675685 0.026930646194620489 0.088069282595824916 0.015363360591436503 0.0066174027584047232 0.0089359995159151717 0.026194406751272936 0.020541987419121166 0.015084130331615597 0.011342649708019792 0.016082741739479545 0.0092480995114770925 0.017193129109315919 0.014882467142600775 0.0041715507976918245 0.014554583321228165 0.042157666136461103 0.019198088118773882 0.03178502043010667 0.017620844766497612 0.0085077084358324839 0.016448758278329478 0.54047440390667034 0.075156837470984783 0.044326999838460779 0.056622949137818068 0.045393867720122216 0.01905080925452296 0.017638359218835831 0.055089002293243539 0.032919539677095599
leaf_count=3462 8 12 8 100 115 13 115 9 12 11 66 9 37 107 13 44 115 17 1 21 88 36 71 9 7 17 64 1 17 28
internal_value=-3.68682e-06 0.00696127 0.0129124 -0.00598464 -0.00224365 7.32603e-05 -0.00378443 0.00220999 -0.00169345 0.00201669 -0.00283471 0.000373609 -0.00453721 0.0600861 0.00129067 -0.00646402 0.000464938 -0.0316683 0.0515313 -0.00564173 -0.00439188 -4.9607e-05 -0.0094894 -0.029987 -0.000720041 0.0185234 0.0490231 -0.00463196 0.0171114 -0.00191565
internal_weight=79.2292 0.518939 0.492008 0.403939 0.388576 0.37964 0.353445 0.332903 0.317819 0.306477 0.290394 0.281146 0.259781 0.0213647 0.244899 0.212153 0.197598 0.0674319 0.032746 0.0151251 0.0482338 78.7103 0.798664 0.25819 0.183033 0.138706 0.0933121 0.0366892 0.130166 0.0750772
internal_count=4633 966 958 946 938 823 810 695 686 674 663 597 481 116 444 322 309 220 122 121 105 3667 205 169 98 89 72 65 89 72
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 0 0 0 1 1 1 0 0 2 2 0 2 1 2 1 1 0 2 1 0 2 2 2 2 1
split_gain=0.00251238 0.0242041 0.062719 0.0342433 0.0210741 0.00596623 0.0325955 0.025551 0.0137958 0.0185829 0.0114867 0.0227918 0.00498176 0.0187367 0.0410315 0.0896163 0.0241045 0.00806149 0.0430751 0.0470182 0.0206798 0.0607206 0.0129634 0.0125803 0.00573767 0.0683463 0.12862 0.0349631 0.0483926 0.0127989
threshold=49.292797572200008 0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 0.47648274005000008 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.50491003265000012 0.4995808509000001 0.58035687555000015 0.39672464895000009 47.927946529500012 48.96897326980001 0.45798030000000006 48.393869453650005 0.33894194785000004 41.909642283050012 0.32467590790000006 0.32012514595000008 0.41883476540000003 37.572218886150004 0.34269932035000011 0.47396784530000008 38.171717059500004 42.123054668150012 42.720329370750001 43.968221017800005 0.34377713240000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 -8 -9 10 11 -10 -3 17 15 -15 -17 18 19 20 21 -14 -21 -19 25 -25 -27 -28 -29 -26
right_child=5 12 -4 -5 -6 6 7 8 9 -11 -12 -13 13 14 -16 16 -18 23 -20 22 -22 -23 -24 24 29 26 27 28 -30 -31
leaf_value=-0.10037379230491916 -0.0018730555422736706 -0.0078863741664631469 0.065615184169796115 -0.087586276109998223 0.080702829796034492 -0.10129158395103617 0.10076169794758821 -0.10041099616287251 0.047830291667484828 -0.10027897897714505 0.077726567831963453 -0.1008769327450863 0.094672789815940794 0.10141435792016369 -0.028625031891672856 0.036914053462962962 -0.01860987896171341 0.020194912629693463 -0.10053880852859223 -0.0084344997211475408 0.06422569948138751 -0.070601846765498563 -0.10206075298813969 0.0063381931270749675 0.028027822778374574 -0.10462983113582572 0.097145505233861937 -0.10400002552552556 0.09650982371712126 -5.6344774806218914e-05
leaf_weight=0.0083868764698199483 1.355441194202289 0.79836401014652736 0.17285149791496224 0.054090099677473802 0.027507362712640315 0.039392484927889604 0.022054443135857582 0.016939068678603064 0.02698844694532454 0.015437951494448043 0.023520635717432015 0.016674250127778123 0.037047363637610853 0.13312369585037132 0.14555834703196524 0.13174306641303701 0.19233565657850704 0.30657225692905754 0.050622186538930691 0.02221570670451456 0.08305450645275414 0.055575797773428803 0.044234028993741958 0.88186423544377113 0.16263054183219949 0.16844296625724553 0.050437201949534938 0.029105248222619728 0.020524930704482358 74.086320691699683
leaf_count=132 16 63 12 45 13 100 1 59 18 69 8 43 27 4 27 36 39 33 56 29 12 21 32 78 6 96 8 25 63 3462
internal_value=-3.71837e-06 7.49944e-05 0.0303696 -0.0373337 0.0383933 -0.00403487 -0.0222341 0.00337351 -0.0181998 -0.00134476 0.0213892 -0.00895918 -2.78809e-05 5.40228e-05 0.0176154 0.0323368 0.00396147 -8.526e-05 -0.0166476 0.000891764 0.0279936 -0.00449538 -0.0707593 -2.12146e-05 -0.000103413 -0.00711166 -0.0512848 0.0385106 -0.0210777 5.16914e-06
internal_weight=79.1791 77.6626 0.262836 0.0899843 0.0358942 1.51645 0.161007 0.121615 0.0995604 0.0826213 0.0671833 0.0436627 77.3998 76.6014 0.602761 0.457202 0.324079 75.9986 0.29275 0.242127 0.175678 0.0926232 0.0664497 75.7059 75.3993 1.15037 0.26851 0.100067 0.0496302 74.249
internal_count=4633 4319 202 190 145 314 298 198 197 138 69 61 4117 4054 106 79 75 3948 177 121 60 48 61 3771 3738 270 192 96 88 3468
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 1 0 1 2 2 2 1 0 0 2 2 2 1 2 2 0 0 0 0 2 2 2 1 0
split_gain=0.00259347 0.0301306 0.0187591 0.0518832 0.065406 0.0254718 0.177541 0.0455314 0.239536 0.0566405 0.0412685 0.0192492 0.0658649 0.0191986 0.0128161 0.0636177 0.0620228 0.047853 0.0349137 0.0660281 0.0300346 0.0131091 0.0109968 0.0360839 0.0497084 0.0294476 0.0633801 0.0374751 0.115102 0.0284714
threshold=41.319407281650008 41.289992964000007 41.741384785950011 0.34512439750000007 0.47774018740000007 0.48077901860000011 0.34584293880000011 0.49194634890000005 0.39500314360000005 41.542492784600007 41.600558339100012 41.909642283050012 0.34587287805000005 0.48847339900000003 0.56974342085000018 40.722669576350008 40.636252116050009 39.427119987250002 0.43967246490000006 40.858951393400005 40.040404835300002 0.62143349005000015 0.54695967185000016 0.54353163080000011 0.54191491270000014 38.751720283100006 37.688226470200007 40.858951393400005 0.43349001525000008 0.56685428580000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -2 -5 -7 -8 -9 -10 -11 12 -4 -14 22 16 17 21 -17 -20 -19 -16 23 24 -1 26 -24 28 -27 -30
right_child=2 -3 11 5 -6 6 7 8 9 10 -12 -13 13 -15 15 18 -18 20 19 -21 -22 -23 25 -25 -26 27 -28 -29 29 -31
leaf_value=0.00020384156928688119 0.026817512616900397 0.022790439863863851 0.024988833316099742 -0.0025209762116941638 -0.0094805887318183905 -0.078599314304199017 -0.013893368082761466 0.080185471695073687 -0.10563594039887746 0.054724788099642666 -0.10107088934440325 -0.00046967272758295984 -0.010887603868416211 0.0092530016816647024 -0.1015578319223599 0.10154222580838462 -0.1080428495099028 0.053199233591257826 0.081784005128332352 -0.10088059960451712 0.0025831926877723814 0.017817603147794424 -0.0032581864063782767 0.011853159378297781 -0.024913105204217242 -0.079222634741070441 0.053484711976811206 -6.0877176001877088e-05 -0.026910301875967237 0.007661540436187224
leaf_weight=34.534698930107176 0.96562501262914402 0.59881199725252443 1.3207834210966809 1.9969906715359682 1.0216358941979704 0.4036715903785083 1.8435119502246382 0.28078571481501047 0.12193126498217843 0.052011667738952383 0.02525947494632419 25.484824507995231 1.3143997425477212 0.73960375707775927 0.048897297421860345 0.10600561648607254 0.050714548912338842 0.15112478461058521 0.054708075262965394 0.031003194447833948 0.52271931659829329 0.011330729608650211 1.045838805225819 2.5926738703258243 0.80634260890656051 0.28701144646765919 0.2424884792199008 1.4671130774077026 0.41688064048730666 0.55581140564754605
leaf_count=1188 28 22 28 41 21 20 14 25 36 22 38 2186 13 45 202 12 11 53 12 44 47 215 78 49 16 42 42 20 51 12
internal_value=-3.88674e-06 0.000513778 -0.000637293 -0.00539936 0.00815693 -0.0111019 -0.0173854 -0.00675044 0.0206837 -0.063187 0.00379611 0.000470145 0.00756721 -0.00363539 0.000203017 0.0115282 -0.00108737 0.00630182 0.0631696 0.0157112 0.013935 -0.0790997 -6.06156e-05 0.000466142 -0.000369228 -0.00503724 0.00742194 -0.0109238 -0.0235752 -0.00715541
internal_weight=79.0952 43.5242 35.571 6.71142 1.98726 4.72416 2.72717 2.3235 0.479988 0.199202 0.0772711 28.8596 3.37479 2.054 42.9254 0.976504 0.784787 0.734072 0.191717 0.0857113 0.673844 0.060228 41.9489 37.9337 35.341 4.01514 1.28833 2.72682 1.2597 0.972692
internal_count=4633 2116 2517 245 49 196 155 135 121 96 60 2272 86 58 2094 596 528 517 68 56 100 417 1498 1253 1204 245 120 125 105 63
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 2 2 1 1 1 1 2 1 0 0 1 1 0 1 0 1 0 2 2 0 0 2 0 0
split_gain=0.00281813 0.0179878 0.0432428 0.0124344 0.0115988 0.00847562 0.0350381 0.0821587 0.0305558 0.0112075 0.0103144 0.00875037 0.0665425 0.0275052 0.0422459 0.0141082 0.0359521 0.0442797 0.0153902 0.0469945 0.0439255 0.0437669 0.00951135 0.00841104 0.147005 0.111922 0.115996 0.0628554 0.0594577 0.0997595
threshold=0.47938684470000009 0.47847369840000004 0.34548366815000003 0.47961138885000004 40.250747516500006 0.48077901860000011 40.165165956550005 41.16018805045001 0.34536391125000004 0.3447052483500001 0.34482500525000009 0.34524415440000006 41.489621506400006 0.34542378970000004 0.48119816770000007 0.48265022005000008 0.34566330350000002 0.34575312120000007 0.48735067810000005 0.34626208795000007 0.48458129995000004 0.34587287805000005 0.48320409570000006 43.157831852650006 42.686561923500008 0.50386215985000016 0.51809826055000008 43.276780833950006 0.54284302865000023 0.54986377655000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -3 6 -5 -8 -9 -7 -11 12 -12 -13 -15 -16 -17 -18 20 -20 21 22 -19 24 -21 -26 -27 -25 -28 -30
right_child=3 2 -4 5 -6 9 7 8 -10 10 11 13 -14 14 15 16 17 18 19 23 -22 -23 -24 27 25 26 28 -29 29 -31
leaf_value=2.0844507293083428e-05 0.0082432117338442912 -0.017424454913447893 0.00076340532181044601 -0.022156721658262039 -0.044034342571523839 0.0089894998599775941 0.024164887173514841 -0.034709115704273992 -0.0004955705973575036 -0.0087800570377815669 0.020858174424613237 -0.012690925814787181 -0.008621327588038628 0.019372263173176248 -0.0064840371676825898 0.014172507829640643 -0.026099924525422469 -0.0073359033814287657 -0.020707271837459858 0.00048906765940708312 0.020515660964806823 0.0088061066047600643 -0.023782808672368226 0.052216112461241242 -0.10636279936129454 0.060142434140008465 -0.10217077155152095 0.0012798899665086476 0.10096466210505653 -0.10173690576528829
leaf_weight=14.44480585437495 1.9111601128242899 0.31880492367781599 1.2160211269683712 0.85782866703993876 0.33691663508079728 1.4508777059854683 0.90439363149926055 0.50422970741055884 0.54121441326788045 1.2817025370895851 1.468190080020576 1.6564306619111437 1.6003005142556501 1.1475783202331573 3.1751982315362275 1.8224554951302625 0.64837134117260475 0.95970669155941057 1.1126343775540508 32.501861325287159 1.394771314628471 2.1617859039106406 0.55494133196771145 0.25723330845528103 0.22073636867571877 0.12871780703426339 0.1320521400654755 4.1631390190681348 0.049183718860149384 0.047950021551994126
leaf_count=1111 41 12 29 17 33 26 15 16 25 10 18 25 26 24 35 29 17 60 7 1909 38 18 5 23 14 10 30 956 2 52
internal_value=-3.75861e-06 -0.00117436 -0.0103981 0.00030109 -0.0310969 5.12083e-05 -0.00531462 0.00209504 -0.0169972 0.000311245 8.83348e-05 0.00029424 0.00548382 -1.12025e-05 0.000404879 -3.63585e-05 0.000407199 -0.000158668 0.000226354 -0.000453857 0.00540566 -0.000326801 -0.0133618 0.000147053 -0.000400401 -0.0503613 -0.0158225 0.00424401 -0.0584868 0.000901136
internal_weight=78.9712 16.3165 1.87174 62.6546 0.655722 60.7435 2.80767 1.94984 1.04544 57.9358 56.4849 55.2032 3.06849 52.1347 50.4783 49.3307 46.1555 44.3331 43.6847 38.6135 5.07121 3.67643 1.51465 37.5009 33.0805 0.57864 0.357904 4.42037 0.229186 0.0971337
internal_count=4633 1185 74 3448 45 3407 73 56 41 3334 3308 3298 44 3254 3229 3205 3170 3141 3124 3003 121 83 65 2996 2017 108 94 979 84 54
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 0 2 2 0 1 0 0 1 1 0 2 0 2 0 0 2 2 1 0 2 0 0 2 0
split_gain=0.00262576 0.0238833 0.0206219 0.022323 0.0502685 0.0201848 0.0277678 0.0254197 0.0185195 0.0164348 0.101238 0.0904978 0.0622827 0.0630872 0.0444826 0.119371 0.0860642 0.0789722 0.0367747 0.0362212 0.0335365 0.0745883 0.108549 0.0483564 0.0220166 0.162984 0.0189114 0.087057 0.0743447 0.0568675
threshold=40.621691032550004 40.722669576350008 40.300545846000013 40.21994457600001 40.148327922700012 0.40115565405000009 0.47976108500000009 40.542362378300005 40.467253020850002 0.50291907430000016 0.36551300860000008 0.50386215985000016 0.50730517050000012 0.37407562650000009 0.38906020780000011 0.52252926560000013 37.500638522700008 0.52366695610000014 39.571921479100006 0.5380527529500001 0.52401125715000008 37.817254840650008 38.324118171300007 0.39500314360000005 0.53998383280000006 40.003678352300007 0.48911709230000006 0.48032993025000009 36.772607578000013 0.50035927070000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 6 8 -8 -4 18 -11 -12 -13 -14 16 -16 -15 -17 26 20 -19 23 -23 -22 -21 -26 27 -1 29 -28
right_child=1 -3 5 -5 -6 -7 7 -9 -10 10 11 12 13 14 15 17 -18 19 -20 24 21 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00023598598961440461 -0.016175628441385117 -0.00015533945317414813 0.0099571245819704019 -0.012035832962175844 0.022176527742428481 -0.0021245478585830021 0.028840286987919673 0.0077103597113679923 -0.0086951267048168985 0.057726145040960568 -0.066558978147957762 0.051145338430363035 -0.055680983878332937 -0.0027640913032905704 -0.040340719221917662 0.026638853128114912 0.043606481674181852 0.0065957377935129784 -0.013618038359189422 0.0094113803431583043 -0.10452510107571747 0.046530266200553047 -0.027252705835195703 -0.021637503016246909 0.0014111770898252397 -0.094076363230706797 0.02957178556202196 0.052863874739704254 -0.029552684505335144 -0.012359800998751684
leaf_weight=3.4128298690572287 0.94979330940912987 46.004589303510016 1.1518593875821364 1.6017484245384448 0.99371461857188492 2.2299852346521813 1.0295819884122468 1.2736606473335994 0.98967413011268934 0.31121869198977847 0.20100435614585777 0.24358904245309432 0.19957952480763097 0.97396674647461512 0.73132633471777708 1.1123349573026633 0.67949831412988715 0.58707021497320955 2.8123933387999358 2.4625546389997908 0.15782212075578161 0.25896554628343416 0.86679768748763308 0.12704068790537804 4.797559464636171 0.18567066469906013 0.63167974941643501 0.33946884767222218 0.88132359734299814 0.6627925424836576
leaf_count=292 94 2812 16 34 34 51 38 10 31 5 5 11 24 33 42 25 31 6 60 24 19 17 64 33 675 41 36 18 43 9
internal_value=-3.73555e-06 -0.000479398 0.000696256 -0.000611318 0.000163081 0.00563915 0.00953427 0.0171557 0.0013373 -0.000803283 0.0013337 4.17844e-05 0.00104203 0.000113228 0.000973727 -0.00127028 0.0162921 0.0014366 -0.00420075 -0.00153194 -0.0134885 -0.0218471 -0.01028 -0.0675596 0.00167598 -0.0021466 0.000266982 0.00456794 -0.00715029 0.00810208
internal_weight=78.8611 46.9544 31.9067 25.2319 23.6302 6.67476 4.44478 2.30324 2.14153 22.6365 13.896 13.5848 13.3838 13.1402 12.9406 11.2871 1.65347 10.5558 8.74049 9.44348 1.9977 1.41063 1.12576 0.284863 7.44578 4.98323 5.92809 3.7523 2.1758 1.29447
internal_count=4633 2906 1727 1581 1547 146 95 48 47 1513 1055 1050 1045 1034 1010 946 64 904 458 879 139 133 81 52 740 716 398 310 88 45
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 2 0 1 2 2 2 0 0 0 2 1 0 0 2 1 1 1 0 1 1 1 2 2 0
split_gain=0.00349767 0.0234288 0.0538842 0.0202684 0.015761 0.0128482 0.0267579 0.0606459 0.105925 0.0370288 0.0151999 0.0275524 0.0461677 0.0490231 0.0101227 0.0260024 0.0453024 0.0773096 0.0276694 0.0405704 0.0259428 0.0241004 0.0415083 0.0442405 0.0239114 0.0529256 0.0116588 0.0100733 0.0192652 0.0150941
threshold=38.751720283100006 38.474425342400004 0.53938504835000012 39.032633164100012 0.39170982905000007 39.117456157700005 39.427119987250002 0.5218855723000001 0.40206880030000008 39.525197829750006 39.571921479100006 39.788107623550012 0.53938504835000012 0.5054040298000001 0.50218556330000019 37.995872310650007 0.34422622080000004 0.47076434840000009 0.49194634890000005 36.257608591500009 0.34007963835000005 0.36880632320000012 0.37644082515000005 0.5206281249000001 0.38772791230000009 0.39019789825000006 0.33400197600000009 40.621691032550004 40.722669576350008 0.53998383280000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 4 -2 -5 7 -7 -9 -8 -11 12 13 -12 15 16 17 20 -18 -20 26 -16 -23 -24 -25 -26 -1 29 -29 -13
right_child=3 2 -4 5 -6 6 9 8 -10 10 11 27 -14 -15 21 -17 18 -19 19 -21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.017225553312177663 0.025667255124376977 -0.050349108849116288 0.014866000187411021 -0.011813930805082612 0.0039956054483646685 -0.0042430994488120962 -0.023636142380391717 0.066138514964392478 -0.0085139160593119077 0.017273071397777996 -0.057942482362370498 0.0040307443097835401 0.0042215861771432986 -0.0052774470274865384 -0.022471025642492232 -0.008438181542026307 -0.014243083954397929 0.10158584085545391 3.5494329668340372e-05 0.031097172810801866 -0.10465870898998486 0.0348517701384808 -0.035694164786248365 0.017816232581033875 -0.04576340971737608 -0.00051663729844562934 0.075745842295411675 -0.014502636988546548 -0.00013979702340352452 -0.0051072437157901798
leaf_weight=0.038378292351584853 0.53222413171715632 0.29586292948113246 0.22158577685110004 0.90606507161100935 0.9082840521318758 0.96945596514751631 0.66477075046623113 0.43245453620329499 0.33911418109590841 0.51059358189897963 0.35768087373690949 11.797227262972662 0.70685401508434609 0.34941084106685594 0.57875576568767417 1.2427336596158296 0.56099867258450187 0.13002930687798653 1.1760675964505933 0.65450699473149132 0.025834188929245716 0.30478616442996997 0.38661690052913389 0.61907397198956449 0.27377812843769778 4.6380114278413007 0.020797699995455332 0.95323277952621666 46.00734343058766 2.1346982011336069
leaf_count=107 26 29 24 34 43 23 48 9 36 18 22 211 22 24 13 32 86 9 35 28 5 14 36 10 9 608 17 94 2812 149
internal_value=-3.05929e-06 -0.00164248 -0.0224222 0.000267903 0.0120026 1.22815e-05 0.000176569 0.0124072 0.0333278 -0.000158862 8.95896e-05 -5.12269e-05 -0.0138512 -0.0319179 -0.000632896 0.00346498 0.00913996 0.0531047 0.00518684 0.0111413 -0.0210507 -0.00295228 -0.00113676 -0.00299039 -0.000704343 -0.00303865 0.0154497 0.000269214 -0.000431342 0.00263059
internal_weight=78.7372 11.1678 0.517449 67.5694 1.44051 66.1289 65.2228 1.74102 0.771569 63.4818 62.817 62.3064 1.41395 0.707092 10.6504 3.84935 2.60661 0.215039 2.39157 1.83057 0.0850102 6.80102 6.22227 5.91748 5.53086 4.91179 0.059176 60.8925 46.9606 13.9319
internal_count=4633 1062 53 3571 69 3502 3468 68 45 3400 3352 3334 68 46 1009 319 287 138 149 63 129 690 677 663 627 617 124 3266 2906 360
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 1 1 0 0 0 2 1 1 2 0 2 2 2 2 0 0 2 2 1 1 1 2 2 1
split_gain=0.0028286 0.0205873 0.0180137 0.0182422 0.0539779 0.0357047 0.0169732 0.036819 0.0993341 0.0586491 0.0568417 0.0164835 0.0148706 0.012919 0.0118962 0.0462421 0.0418879 0.03005 0.014233 0.0375841 0.0614878 0.00885298 0.00817396 0.0155452 0.0135047 0.0237636 0.0195538 0.024756 0.0467668 0.0494231
threshold=38.751720283100006 38.621016321050007 0.50218556330000019 0.48654231910000006 36.257608591500009 0.47697673720000006 0.36880632320000012 0.37644082515000005 0.5195503128500002 0.52252926560000013 0.52366695610000014 39.032633164100012 0.36476452800000009 0.39170982905000007 39.262923716450011 0.52324780695000006 39.427119987250002 39.525197829750006 39.656620114300004 39.788107623550012 0.53938504835000012 0.47568935060000012 40.621691032550004 40.722669576350008 0.3447052483500001 0.34482500525000009 0.34503457980000002 40.003678352300007 40.300545846000013 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 12 21 -4 -8 -9 -10 -11 13 -5 -2 15 -13 -16 -18 -19 20 -20 -1 24 -24 -21 -26 -27 -28 29 -29
right_child=11 -3 6 4 -6 -7 7 8 9 10 -12 14 -14 -15 16 -17 17 18 19 22 -22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-0.00031779323152321203 0.02326991170352993 -0.027744015418403923 -0.020265231348231296 0.0091258618160263115 0.032419108048898464 -0.043768865052526605 0.031763734095489132 -0.06988505369103358 0.038223694443121389 -0.037754736902473905 -0.0009995796478197462 -0.028705365516482385 -0.013176174314042485 0.0036013144510593158 0.018543822463360806 0.0076118965678929687 -0.021311123106462739 0.013345840595682496 -0.046682802420022262 0.012090875858541173 0.0011607432466706677 0.021775599614146702 -0.013006665701918952 -0.00012580998712149449 -0.013239485709129098 0.017231601218592078 0.011239857806761754 -0.0010536059775589886 0.004711870399283908 -0.027052642714379817
leaf_weight=1.599170841142356 0.52855511774578079 0.29063069750373038 0.57763968128710974 0.61456621344950668 0.7552400879212654 0.18653728603162267 0.30117634194903065 0.22087092281617504 0.34834112521639315 0.45952673105057318 4.9869652436926737 0.64844241656464763 0.58222003735500039 0.90702454993177639 1.2226184769369925 0.76329959547246062 0.6636319788790378 0.79853739575873461 0.45278935454552882 1.2964048566918815 0.66042900441561869 0.20457114279270161 0.95640643219345989 46.009822088842775 1.0227118209004391 0.85335483361586639 2.1008475701581188 1.9964391526300449 5.4865596985374321 1.1536824812033839
leaf_count=235 26 17 13 16 31 15 14 32 20 15 625 25 26 43 34 43 48 35 35 35 16 3 94 2812 5 23 65 26 108 98
internal_value=-1.45062e-06 -0.00147873 -0.000774326 0.00461739 0.0114861 -0.00211934 -0.00385732 -0.00235692 -0.00406517 -0.00155644 -0.00410065 0.000242003 -0.00172377 0.0108429 1.17195e-05 -0.00906938 0.000209946 -0.00014332 8.04109e-05 -9.04721e-05 -0.0182991 0.00218793 0.000242501 -0.000388112 0.00237173 0.00137281 0.00266211 0.00150422 -0.00086395 -0.0105753
internal_weight=78.649 11.1275 10.8368 3.94231 1.95203 1.99028 6.89452 6.31688 6.0157 5.79483 5.44649 67.5216 1.19679 1.43558 66.086 1.41174 64.6742 63.4516 62.788 61.9894 1.11322 1.80374 60.8762 46.9662 13.91 12.6136 11.5909 10.7375 8.63668 3.15012
internal_count=4633 1062 1045 326 73 253 719 706 692 660 640 3571 42 69 3502 68 3434 3400 3352 3317 51 238 3266 2906 360 325 320 297 232 124
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 1 0 2 0 0 2 1 0 0 1 2 1 0 0 1 2 2 1 1 2 2 2 2 1
split_gain=0.00377352 0.050176 0.0802656 0.0666715 0.0637387 0.123341 0.10313 0.0773728 0.106163 0.0561835 0.114071 0.132734 0.0492022 0.139309 0.0755262 0.0979869 0.0826772 0.0610369 0.0468888 0.0342757 0.0337061 0.0906209 0.0768628 0.0329666 0.0877982 0.105088 0.0920925 0.089169 0.063069 0.0519876
threshold=0.37977904855000005 0.51484985480000012 0.5132031975000001 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.39019789825000006 0.52324780695000006 39.117456157700005 0.50291907430000016 0.50218556330000019 36.952388736350009 0.37227927305000003 0.51484985480000012 0.50291907430000016 0.36476452800000009 36.772607578000013 0.36476452800000009 0.50913146310000013 0.5054040298000001 0.39394030120000006 38.324118171300007 47.74983977685001 0.39563186730000005 0.39995808510000008 43.61821939175001 43.663128814500006 36.558960102350007 37.232443001650005 0.39736834230000012
decision_type=2 2 2 2 2 2 2 2 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 9 -3 5 -5 -6 8 -8 10 11 -2 14 18 15 -1 -17 -16 -14 -19 21 -9 -23 28 25 27 -27 -25 -22 -28
right_child=1 3 -4 4 6 -7 7 20 -10 -11 -12 -13 13 -15 17 16 -18 19 -20 -21 23 22 -24 24 -26 26 29 -29 -30 -31
leaf_value=4.3729529695285844e-05 0.099063802456048788 -0.037473385391429512 0.086078999100590567 -0.019443356252005922 -0.039567630948257812 0.055817756705256294 -0.0055082525870670659 -0.0018239507580888469 0.053836940846571139 -0.026156561555169253 0.10090658885575954 -0.10597530006660194 -0.038658395457756546 0.0061069585168629544 -0.014975140599289498 0.00096276346721658242 -0.049050065789717212 0.049038317072990167 -0.10390787617465076 0.015273533523322251 -0.0066772085468023339 -0.10278644607981054 0.02165597006211958 0.0060953468590746827 0.00071083720756017984 0.097223779838004579 0.074567871905647648 -0.10219841252878675 0.039624421554733572 -0.10410714894903805
leaf_weight=47.005608093800753 0.051158146059608778 0.46041881475383917 0.17464430907421047 0.35452422527601157 0.64286095059651671 0.56444601537805283 0.57367727288510895 0.87109196591473181 0.63521933200931713 0.25302910051135541 0.14356003756802238 0.082468266522543132 0.29485941876828181 0.76546297558161314 0.35159506993386358 0.58434346822469063 0.76101223200629042 0.60974661645013817 0.1757920356590148 0.59307563831850985 0.57842854142654931 0.18659267657540113 0.067621419648730807 0.10773491084546805 20.638452523590857 0.086202802136540413 0.022947234826119711 0.25839809640910971 0.5986674703326571 0.056084497190795446
leaf_count=1735 2 30 11 28 28 24 19 26 27 31 6 48 28 24 35 27 38 29 47 39 11 79 14 13 1981 2 73 105 37 36
internal_value=-1.10128e-06 0.000945675 0.027281 0.000250529 0.000912375 0.0267832 -2.64396e-05 0.00100348 0.0256749 0.00791396 0.0390152 -0.0274772 -0.000508506 -0.0202168 -2.03477e-05 -0.000717867 -0.0273274 0.0216764 -0.0630296 0.0323899 -0.000267183 -0.0171541 -0.0696845 0.000583179 -0.000322503 -0.0404577 0.0257409 -0.0703329 0.0168717 -0.052228
internal_weight=78.5497 27.4082 0.70486 26.7034 26.2429 0.91897 25.324 24.6811 1.2089 0.530216 0.277186 0.133626 51.1415 1.23611 49.9054 48.351 1.34536 1.55442 0.470651 1.20282 23.4722 1.12531 0.254214 22.3469 21.1698 0.531368 0.165235 0.366133 1.1771 0.0790317
internal_count=4633 2631 98 2533 2503 52 2451 2423 46 87 56 50 2002 99 1903 1800 65 103 75 68 2377 119 93 2258 2210 229 111 118 48 109
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 2 2 1 2 2 1 2 0 0 2 1 0 2 0 2 2 1 2 2 0 0 0 2 2 1
split_gain=0.00361039 0.0287223 0.119583 0.072751 0.0272523 0.133411 0.11652 0.0965922 0.0870888 0.0640631 0.0630519 0.0426367 0.042011 0.0965105 0.0367221 0.0175767 0.0296547 0.0334928 0.028705 0.0371348 0.0495869 0.0369509 0.0241169 0.0577416 0.0427477 0.0169276 0.0225256 0.0164357 0.103513 0.0425265
threshold=0.34575312120000007 0.48588365620000007 42.388109226950007 0.48368312325000012 0.48104847160000008 40.300545846000013 42.154118731400011 0.34587287805000005 41.935569238650011 41.641174900500005 0.34626208795000007 39.427119987250002 0.48185683060000012 0.48265022005000008 38.474425342400004 0.34524415440000006 0.48077901860000011 41.489621506400006 0.48185683060000012 42.783136484500005 42.720329370750001 0.34527409360000011 41.289992964000007 40.986363433950011 0.47820424540000012 0.47976108500000009 0.47943175355000006 41.362929270750008 40.806664626150003 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 15 5 11 8 -8 9 -7 -9 14 -6 -14 -2 16 25 -18 19 20 22 -21 23 -17 -24 26 27 28 29 -1
right_child=4 2 -4 -5 12 6 7 10 -10 -11 -12 -13 13 -15 -16 18 17 -19 -20 21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0028151958762652309 0.068743024280881485 0.047224896266488355 -0.012276433385908211 -0.024543562548831794 -0.018554640247854377 0.067698114207965135 0.056440551801339424 -0.10351007396764621 0.10648643338514736 -0.044281183162144973 -0.0014927399126479376 -0.11238126889056342 0.057896854000809905 0.00032128078917334144 -0.10268780898873626 -0.006041929312960867 0.017422040671716283 -0.00061704969144027824 -0.014220300277423005 0.0065330729753989005 0.020532553820568407 -0.025740595077846085 0.00027022407680158555 0.015942688997722634 -0.029576267222341301 -0.012623624626814715 0.013110098461708351 0.002620120973260579 -0.035960000652670146 0.024591653248016404
leaf_weight=3.9963590301898426 0.031440119230616737 0.59287195140495785 0.78498227422824129 1.3045980582246546 1.1623257893528478 0.11678378092256025 0.14664170163723611 0.10761063016752814 0.24813593283761293 0.090821486936874862 0.1386283737218208 0.092777002759248717 0.29311228226379071 43.209020346325445 0.020736941384370766 3.246431520290427 2.2016001902520648 1.9328827341641952 2.0311211491934946 0.52905563546505519 1.1758401122642679 1.076786895156516 1.2985460336276449 1.890305235675555 0.76115401725655818 1.0898566478863347 1.2500243524555106 5.9701341248006248 0.90111817053144783 0.65960959927178908
leaf_count=347 42 34 16 37 15 16 19 25 9 31 117 9 6 3124 7 44 21 20 17 4 8 72 26 27 40 17 15 424 37 7
internal_value=-2.12138e-06 -0.000804322 0.0133262 -0.00142605 0.000572292 0.0169527 0.0320971 -0.00781199 0.0665015 0.0187103 -0.046076 -0.0717092 0.000207905 0.000709218 0.000610571 -0.000421114 0.00155555 0.00898871 -0.00338408 -0.00117829 0.00149346 -0.0151078 -0.00161738 0.00204835 -0.0107594 -0.000660656 0.000359746 -0.00102292 -0.00493673 0.00106752
internal_weight=78.3513 32.6933 1.37785 31.3154 45.658 0.993576 0.848622 0.392881 0.455741 0.207605 0.246239 0.144954 44.6645 43.5021 0.0521771 30.0108 18.0016 4.13448 12.0092 9.97812 8.37228 1.60584 7.19644 5.13674 2.0597 13.8671 12.7772 11.5272 5.55709 4.65597
internal_count=4633 1213 50 1163 3420 275 217 161 56 47 142 58 3145 3130 49 1126 888 41 238 221 145 76 137 71 66 847 830 815 391 354
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 1 2 1 0 0 0 2 0 1 0 2 1 0 2 2 2 2 1 0 2 2 1 2 1 2
split_gain=0.00291616 0.0234797 0.118386 0.115653 0.0880055 0.0815285 0.0666003 0.0594187 0.0337814 0.0805703 0.0234592 0.0990128 0.0585028 0.014254 0.0241907 0.0276266 0.0233371 0.0633274 0.0345524 0.0319167 0.0772549 0.0289126 0.0198456 0.0156322 0.0145478 0.0666656 0.0582456 0.0368532 0.0291345 0.0816232
threshold=0.34575312120000007 0.48104847160000008 40.986363433950011 42.154118731400011 0.35331277505000008 0.34587287805000005 41.935569238650011 0.34626208795000007 0.48185683060000012 0.48265022005000008 0.48588365620000007 42.388109226950007 0.48368312325000012 0.34524415440000006 0.48077901860000011 41.489621506400006 0.34560342505000002 0.48185683060000012 41.489621506400006 41.444941515100005 42.759119507950011 41.037275035300006 0.3453339720000001 0.47820424540000012 41.362929270750008 40.986363433950011 0.34512439750000007 41.404176814550006 0.34521421515000011 41.529896397300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 6 -2 -5 -4 -7 -3 -10 12 -12 13 14 24 -16 17 19 -18 21 23 -15 -22 -21 25 26 -1 -26 29 -29
right_child=1 8 3 5 -6 7 -8 -9 9 -11 11 -13 -14 16 15 -17 18 -19 -20 20 22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.002372500198502837 -0.10888542570328599 -0.016576915037756452 0.023262469194502401 0.052308014549623395 0.054923284459818159 -0.10317588281462825 0.10538255253369858 -0.0013434665875394136 0.053598924224965566 0.00028918947187006844 0.043401924815707628 -0.011004668507142538 -0.021944420916554432 -0.0043594985964931074 0.015870918976153718 -0.00055514994568144841 -0.0047485765865531819 -0.030024018234528022 0.01400720893156096 -0.026491308552476195 -0.016495403255177607 0.011898247778338101 0.0051863037510907917 -0.060242052672352546 0.047058975556315337 -0.022217252261472323 0.028307175812387328 -0.059156765389665869 0.021561662927439544 0.0018125980694918794
leaf_weight=5.3679354677424289 0.11468151673657354 1.170444778293471 0.17495955267622776 0.14262461090402212 0.045933381294004288 0.097669452902664489 0.22675582286319695 0.13862830248963731 0.28537830828679389 43.203779634043002 0.5812281451653678 0.78796326270094141 1.3127517327666272 2.7724092563335052 2.1764746177941552 1.9335149852222455 2.330067131202668 0.97737313248217095 1.697990076136193 0.25101851594081415 0.64875167394586686 1.8067263343911006 1.2086819633845207 0.30273642319480132 0.1840694211423396 1.5261576804625354 0.69944894505740851 0.22927722003976203 0.6550143433123593 5.1909787015756557
leaf_count=309 15 15 39 19 51 25 9 117 6 3124 34 16 37 40 21 20 17 12 35 18 21 25 42 28 4 39 68 10 20 397
internal_value=7.26617e-07 0.000517238 0.0161474 0.0322341 -0.0620387 -0.0073972 0.0696167 -0.0434341 0.000187814 0.000639011 -0.000720871 0.0120912 -0.00128184 -0.000376426 0.00140609 0.00814339 -0.00304563 -0.00618174 0.00315775 -0.00284816 -0.01216 0.0020551 -0.00238653 -0.0449428 -0.000592791 -0.00353498 0.00116426 0.00297654 0.00164092 -0.00076641
internal_weight=78.2414 45.6009 0.941253 0.780638 0.160615 0.378922 0.401715 0.236298 44.6596 43.4892 32.6406 1.36919 31.2714 29.9586 17.9629 4.10999 11.9958 7.9677 4.02806 6.99032 2.41119 4.57914 1.85743 0.553755 13.8529 7.59354 6.06738 6.25934 6.07527 5.42026
internal_count=4633 3420 275 209 66 161 48 142 3145 3130 1213 50 1163 1126 888 41 238 186 52 174 109 65 63 46 847 416 377 431 427 407
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 0 1 2 1 1 1 1 1 0 2 1 1 2 0 0 1 0 2 2 0 0 0 1 1 2
split_gain=0.00299847 0.0127324 0.0210436 0.0286992 0.0155758 0.00990721 0.0256441 0.0637802 0.00914878 0.0507441 0.0211925 0.00853587 0.0833877 0.0164639 0.0328275 0.0547887 0.0234306 0.0227612 0.0141713 0.0100037 0.00809925 0.13817 0.112882 0.105773 0.0236252 0.0692308 0.0145068 0.0441055 0.034683 0.0638889
threshold=0.47938684470000009 0.47787491390000009 40.518963363600001 0.34566330350000002 41.641174900500005 0.47976108500000009 0.34458549145000011 41.976795488650005 0.34482500525000009 0.34491482290000003 0.34506451900000007 0.34536391125000004 0.34545372890000009 0.47757552170000012 41.289992964000007 0.34584293880000011 0.34587287805000005 48.109449608500007 0.47076434840000009 0.45995628875000011 0.34512439750000007 0.47774018740000007 41.067148236900003 41.741384785950011 0.47757552170000012 0.47736594710000008 0.47568935060000012 0.3447052483500001 0.34506451900000007 44.026978245600006
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 -2 -8 -7 -10 -11 20 -13 14 -14 -16 -17 18 19 -18 24 22 -22 -24 25 26 27 -1 29 -28
right_child=5 2 3 -5 -6 8 7 -9 9 10 -12 12 13 -15 15 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00050572428760158863 -0.0052762794219254868 0.0004227335159058648 -0.029498154542183398 0.0058707659854304595 -0.0097876332589748455 -0.0054134838298903164 0.042273718677422578 -0.0036342953767617061 0.024228406354765319 -0.012040243357590234 0.00029671223456615337 0.069806974708346695 0.0030763067975845687 0.035476220121050284 -0.10237634947244012 0.10035275257258269 -0.10011982660289485 0.046271738659685833 -0.10093444288614271 0.058202850103672536 0.069405717408928133 0.017563870579610421 -0.12908957175569746 0.0029548890943823466 -0.011856128264497159 0.030755047833284872 -0.039328352445153432 0.049224273749728646 0.010518559420143037 0.0067173413838788228
leaf_weight=5.0163838131575424 0.96577908098697607 2.735285220318473 0.80647930344275687 0.60432869655232924 0.79723643864440419 2.888417228099569 0.53902411775197812 0.690043342881836 0.87666311487555404 1.4288804247044016 54.552757618824785 0.18715676892935551 0.61331956752467864 0.096563958446495235 0.088003159229998573 0.020594289526343346 0.0058021610933838277 0.032718711998313665 0.032114359826891814 0.012784543330781162 0.055248560507600741 0.6654285523109138 0.19043628823271774 0.089022701368094204 1.2914051387924699 0.79305345192551602 0.65037118264081051 0.19297318324712076 0.65839716081973154 0.56148258449070454
leaf_count=538 4 38 32 27 34 41 37 17 8 17 3324 12 60 17 37 2 95 3 20 7 69 6 19 44 12 8 43 47 7 8
internal_value=2.39213e-06 -0.00120904 -0.00543936 -0.0127012 -0.0196997 0.000319158 0.00691757 0.0164993 7.67599e-05 0.000355666 -1.81773e-05 0.00064926 0.00906313 -0.00354204 -0.00822053 -0.0443036 0.00482998 -0.0187522 -0.0607139 0.00877969 -0.000252256 -0.00879702 -0.0612048 -0.0870263 0.000680292 0.00273672 -0.000401872 0.00231043 -0.00795667 -0.0179942
internal_weight=78.1382 16.1966 4.94333 2.20804 1.60372 61.9416 2.19485 1.22907 59.7467 56.8583 55.9816 11.2533 1.08906 0.901901 0.805337 0.192017 0.104014 0.0834198 0.0507011 0.0185867 10.1642 1.00014 0.334708 0.279459 9.16407 7.87266 7.07961 5.20936 1.87025 1.21185
internal_count=4633 1185 131 93 66 3448 58 54 3390 3349 3341 1054 253 241 224 164 127 125 122 102 801 138 132 63 663 651 643 585 58 51
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 0 0 0 1 1 1 0 2 0 1 1 2 1 2 0 0 1 0 2 2 2 2 1 0 0
split_gain=0.00263151 0.020343 0.0539511 0.023374 0.013643 0.00573604 0.0288322 0.0215549 0.012204 0.0166215 0.00998875 0.0201284 0.00509651 0.055293 0.0126272 0.018448 0.0274506 0.0303895 0.0119185 0.0109163 0.00999035 0.00746044 0.00508481 0.0742287 0.0990902 0.0424321 0.0241568 0.0254863 0.0135635 0.0115633
threshold=49.292797572200008 0.31100865245000009 0.31060447290000009 49.247968080500009 0.30560462260000004 0.47648274005000008 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.50491003265000012 0.4995808509000001 0.58035687555000015 48.823707093150006 0.42615490555000007 0.31638274305000008 0.33894194785000004 41.909642283050012 0.32467590790000006 37.572218886150004 0.4995209724000001 0.43486721955000007 0.34269932035000011 0.47396784530000008 38.171717059500004 42.123054668150012 42.720329370750001 43.968221017800005 0.3584174126500001 0.47500074850000013 0.47721625100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 -8 -9 10 11 -10 14 -14 -3 16 17 20 -19 -15 -16 -17 23 -23 -25 -26 -27 -28 -24 -30
right_child=5 12 -4 -5 -6 6 7 8 9 -11 -12 -13 13 19 15 21 -18 18 -20 -21 -22 22 28 24 25 26 27 -29 29 -31
leaf_value=-0.10022921515308279 -0.0021095412562978644 0.013217146466884487 0.061847294990990398 -0.10071113713420016 0.031766669552799609 -0.10116785120836094 0.10063837974748154 -0.10033143205360867 0.043892033105959904 -0.10025292717368957 0.074319462875528292 -0.10079443319999067 -0.051297162476037599 -0.0054454508666427386 -0.0099255371586013663 0.015864265890636369 -0.10049205119566199 -0.0098243216295901478 -0.10188809702143108 0.031517743769245703 0.046413773700755979 0.0069859611277843974 0.012422363516447425 -0.10431397047343645 0.096522561190234057 -0.10362959499463392 0.10037411029727505 -0.10151048220180151 -0.0073327847972709335 0.00012924268153598984
leaf_weight=0.0096766919854215372 1.3550311251601654 0.7222677675039354 0.16512002145827864 0.033857583672215696 0.041042782232093344 0.035652942958300904 0.018529005348682404 0.014926502993738211 0.026380714494735003 0.014000281751464172 0.022150282034999691 0.015129294722555642 0.19941882175044057 0.14056742377579212 0.067847044134567658 0.2959527053160248 0.042875696235114447 0.021719309892757499 0.03988494077748328 0.18511786742874392 0.058710203506052494 0.88459322153788333 0.87669160323321094 0.15475269698055172 0.044353406156005803 0.026495061376635265 0.01796437194570899 0.0095920152609778597 2.1398179252485923 70.371270771317171
leaf_count=137 16 63 11 10 44 100 1 59 18 69 8 43 13 7 36 34 53 40 32 41 10 78 32 96 8 25 2 62 174 3311
internal_value=2.00629e-06 8.33356e-05 0.0285798 -0.0363684 0.00658337 -0.0041435 -0.0229219 0.00218433 -0.0175188 -0.00160207 0.0200934 -0.00884234 -9.92125e-06 -0.00982772 5.81141e-05 -6.85218e-05 -0.0282825 -0.0118283 -0.0694299 0.0155642 0.0162104 1.85985e-05 -4.43272e-05 -0.00667829 -0.0544245 0.0240323 -0.0354515 0.0301007 5.8521e-05 -9.09634e-05
internal_weight=78.0514 76.5496 0.249697 0.0845771 0.0507195 1.5018 0.146769 0.111116 0.0925871 0.0776606 0.0636603 0.04151 76.2999 0.525104 75.7748 75.0525 0.231037 0.188161 0.0616043 0.325685 0.126557 74.8215 74.5255 1.13775 0.253158 0.0984049 0.0540514 0.0275564 73.3878 72.5111
internal_count=4633 4319 202 191 181 314 298 198 197 138 69 61 4117 61 4056 3993 171 118 72 48 46 3822 3788 271 193 97 89 64 3517 3485
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 1 1 2 2 2 2 0 1 0 2 2 1 1 2 1 1 1 2 2 1 1 1 0 1 1
split_gain=0.00323677 0.045517 0.00849624 0.0730594 0.0175792 0.00521211 0.0468781 0.0457963 0.0763678 0.0492508 0.0360994 0.0173831 0.0162386 0.0366803 0.0239447 0.00506172 0.0350555 0.0826719 0.0268419 0.00788966 0.0504919 0.0329609 0.0168975 0.0329574 0.0225106 0.0530753 0.0189349 0.0486789 0.0249567 0.0187465
threshold=0.39672464895000009 48.823707093150006 0.39614083410000006 0.39587138110000003 0.3733870243500001 0.32467590790000006 0.34007963835000005 48.96897326980001 48.823707093150006 42.055256506450007 37.572218886150004 0.45798030000000006 0.32012514595000008 0.41229304515000009 37.345948426100009 43.895345911700005 0.34479506600000004 0.34488488370000009 43.930205408700004 0.34569324270000007 0.34575312120000007 0.3465914194000001 44.202975721700007 44.749265482150008 0.3584174126500001 0.40651477500000005 0.37820723930000005 0.53146612375000013 0.37447980600000008 0.42209814075000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 10 8 9 12 11 -7 13 -2 -15 -8 -17 -18 -19 -20 -21 -22 24 -24 -23 -26 28 -28 -25 -27
right_child=5 -3 -4 -5 -6 6 15 -9 -10 -11 -12 -13 -14 14 -16 16 17 18 19 20 21 22 23 26 25 29 27 -29 -30 -31
leaf_value=0.018830093737635157 0.070781630983114241 -0.038697732342025837 0.0032219087852587286 0.10117051426788162 -0.10231158058550859 -0.048449907606207897 -9.9289233954175996e-05 -0.0023584905128007671 0.10133108908956877 -0.10048764045518697 -0.10167328327084169 0.10010383577817226 0.058465214586481462 0.033248407696277286 -0.10168702185212156 -0.066769434463257546 0.10155998055333922 0.041024330919638308 -0.0088733510625730559 0.10179829268994266 -0.10121460185982818 0.10094636824760922 -0.10135375854997482 0.0034839648323161591 -0.10267893029265591 0.10027799089702248 -0.1014646713392704 0.001488868324511471 0.083332910492083259 0.0038638251873338667
leaf_weight=0.019064136082276972 0.040194440229270101 0.2938874890369334 0.58149644577201798 0.067236453294754028 0.032230480676474937 0.015916980157384297 72.925197706492369 1.437883670674637 0.12315472401678562 0.038143835327446141 0.078360914712902741 0.015594211461575469 0.079146866220980883 0.020392561089934702 0.037033351755212607 0.066353360656645211 0.088663730770349836 0.16919709146623096 0.70879134994902404 0.051013462245464214 0.031246702412772609 0.037771519739180581 0.03227063035392419 0.11265145008576383 0.029742218321189284 0.041640862822532654 0.049384723458437474 0.65574613773085133 0.059985555520142952 0.039106150436623466
leaf_count=18 7 30 13 2 167 34 3177 16 4 53 72 9 12 29 26 6 2 9 21 1 16 5 46 90 4 6 190 422 13 133
internal_value=1.87645e-07 -0.00566998 0.00819583 0.0325971 -0.0572881 7.33927e-05 -5.30478e-05 0.00542795 0.0385457 0.0025666 -0.0653246 0.0250661 0.0248042 -0.00248681 -0.05377 4.24467e-05 0.00479782 0.00705139 0.00290014 -0.000587841 0.00456112 8.3955e-06 0.00299704 -0.0021032 0.0343028 0.0115202 0.00154569 -0.00572161 0.0312288 0.0535842
internal_weight=77.9785 0.993915 0.700028 0.118531 0.0512946 76.9846 75.2086 1.77595 0.338066 0.214911 0.109872 0.0315112 0.176767 0.0976204 0.0574259 75.0988 2.17356 2.10721 2.01855 1.84935 1.14056 1.08955 1.0583 0.910038 0.148261 0.110489 0.877768 0.705131 0.172637 0.080747
internal_count=4633 230 200 187 185 4403 4256 147 131 127 115 43 74 62 55 4141 964 958 956 947 926 925 909 761 148 143 715 612 103 139
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 2 2 0 2 2 2 0 1 2 2 2 0 0 0 0 1 1 2 0 0 1 1 2 0
split_gain=0.00268373 0.0569935 0.0851301 0.0215099 0.114608 0.0621244 0.142527 0.0355346 0.0246883 0.0686818 0.074955 0.0377113 0.0955085 0.107554 0.0304798 0.0236385 0.0918374 0.0231373 0.0230097 0.0612629 0.0312869 0.192536 0.0586588 0.0443803 0.147078 0.137908 0.184874 0.0524506 0.079911 0.0337778
threshold=41.444941515100005 41.542492784600007 0.34566330350000002 0.3459626957000001 0.34614233110000009 0.34575312120000007 41.972095654800007 41.675153845500006 0.48271009850000007 42.876019054300009 42.957059535450007 41.835830569250014 0.49194634890000005 0.36510882910000009 41.641174900500005 41.808689985400001 41.909642283050012 0.54413041525000005 0.48389269780000005 0.48911709230000006 0.49194634890000005 0.34708541665000009 0.3475943834000001 42.081757894750005 0.49588335680000006 0.49877249185000011 0.35210023650000005 0.40206880030000008 41.972095654800007 0.52507409960000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 -7 -3 9 -6 -11 12 -10 -14 17 -9 -17 -15 -13 -20 -21 -22 -23 27 -25 -26 -27 -24 -29 -28
right_child=1 3 -4 4 8 6 -8 15 11 10 -12 18 13 14 -16 16 -18 -19 19 20 21 22 23 24 25 26 29 28 -30 -31
leaf_value=0.00047975397271177465 -0.049061459134978863 0.022109160294683058 0.00041938675411697546 -0.046339565832832684 -0.0025694031200264021 0.0044595019821066896 0.070861428771771706 -0.0180808119171155 -0.12135619079143618 0.10559478403793504 0.0011938045761070879 0.017258095979354678 0.10227356537316007 -0.046520489132298427 -0.074463822889972761 0.041864229380505387 -0.0016686269025061812 0.047789461760757969 -0.026041359727842613 0.010502953764299668 -0.12784484328451237 -0.035005981467378565 0.0058799763165536516 -0.11023008653973457 0.057259244230742849 -0.12996778722084204 0.016717467445096949 -0.01111954868679864 0.083963861656462205 -0.0040334305937188095
leaf_weight=46.780490228425947 0.59646750414686411 0.71961215907089027 0.83369600796606136 0.56988013589932407 0.65180353470276253 1.3213682351633895 0.42793353990691674 0.74038350524958119 0.092156508704646423 0.1475042849779129 0.12883259804100566 0.66902526095509429 0.071202079765498638 0.052597346124230171 0.11570429655384373 0.50869185979629961 10.233038695743064 0.051468470053976034 0.9625782383798186 2.3603345902229185 0.12068813107907672 0.47570228250697155 1.1279094707788306 0.1236756173077217 0.39474338805740661 0.11366200214251865 0.89750809571204548 0.14012579360064581 0.23939414178630614 6.226415075310042
leaf_count=2184 24 17 27 39 38 9 89 19 2 1 108 4 2 9 52 17 561 35 27 20 2 6 33 9 15 2 185 35 24 1038
internal_value=1.05538e-06 -0.000718675 -0.0202172 0.000220759 -0.00231412 0.0030794 0.0207035 0.000552721 -0.000659484 0.0151429 0.0569214 -0.00168983 -0.0326383 -0.0045396 -0.0391454 -0.000798273 0.000392941 0.000122963 -0.000833818 -0.00175198 0.000161282 -0.0023144 -0.000758819 0.000999865 -0.0020516 -0.000298656 -0.00343791 0.0167002 0.0488573 -0.00141913
internal_weight=77.8946 31.1141 1.43016 29.6839 15.7329 13.951 1.7493 12.2017 15.163 0.92814 0.276337 14.2349 0.383129 0.290972 0.21977 11.4821 10.7417 0.104066 13.8518 13.1827 12.2202 9.85982 9.73914 9.26343 7.756 7.63233 7.23759 1.50743 0.37952 7.12392
internal_count=4633 2449 51 2398 1686 712 98 614 1647 147 109 1500 100 98 96 597 578 44 1400 1396 1369 1349 1347 1341 1249 1240 1225 92 59 1223
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=2 1 2 2 0 0 0 0 0 2 1 2 1 1 0 2 1 0 0 1 1 0 2 2 1 0 1 0 2 2
split_gain=0.00255474 0.0198968 0.101671 0.0915764 0.03062 0.0714323 0.034822 0.036881 0.0206135 0.0302109 0.0178486 0.0163435 0.0640625 0.0625107 0.0582155 0.0300246 0.0161704 0.0237424 0.0440417 0.0430194 0.0750922 0.0286077 0.0222564 0.0151016 0.0453733 0.07111 0.0234772 0.0192434 0.0242542 0.010473
threshold=38.751720283100006 0.42039160505000012 38.621016321050007 38.474425342400004 0.54284302865000023 0.54695967185000016 0.5485614203000001 0.55877069550000014 0.55980359870000018 37.688226470200007 0.3975479776000001 39.427119987250002 0.41808628485000005 0.43593006200000012 0.52157121045000021 39.525197829750006 0.39431454150000006 0.52252926560000013 0.5195503128500002 0.37644082515000005 0.36880632320000012 0.50101793360000013 35.887362732750006 37.995872310650007 0.34422622080000004 0.47076434840000009 0.34007963835000005 0.49194634890000005 35.119813570500007 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -3 -6 -7 -8 -9 -10 16 12 14 -14 -2 -13 17 18 19 20 21 23 -19 24 25 26 -1 -26 -29 -12
right_child=11 2 -4 -5 5 6 7 8 9 -11 29 15 13 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.014856900650319133 -0.00056810597888495482 0.018153392483446922 0.098927069958844815 -0.055196749330974806 -0.093002118981964893 0.10056581796302032 -0.10158866064587663 0.067902078188001508 0.00090211457660554551 -0.10072880173119506 -0.019531537602410644 -0.021438322472998504 -0.056257462824946342 -0.00036702552746475676 0.027338454876867264 6.3623380133435469e-05 0.01420063529557837 -0.0014053067332995336 0.037293093573929063 -0.03864375999370584 0.051472519891413472 -0.021617181573403688 -0.023167043352937216 -0.0067188911550976147 -0.013200582072974748 0.10144311551172705 -0.10424370352848743 -0.0067954879631553838 0.017843676436023258 -0.0010211024296175306
leaf_weight=0.054769383378735381 1.4498029727019521 0.6402423033214284 0.11646219429576365 0.32621379449699439 0.094135387877031462 0.032641177996993065 0.037486361601068552 0.04232376749132527 0.57200526438919042 0.030825273256643637 0.77484319226634546 0.65628574673019002 0.27154719398822613 0.76073039765572048 1.543214793957304 62.021311605703168 0.77696420481152006 1.1321807689600971 0.34075347229372699 0.27060047184932035 0.2917832544480915 0.57956406928133208 0.80349984695658339 1.2348469165651179 0.56266283052155408 0.11920859960446251 0.023718242686758595 0.6576081608836829 1.0179529593151526 0.50478844903409481
leaf_count=124 53 14 5 30 8 2 37 5 350 68 82 48 20 65 33 3352 30 12 17 25 17 15 38 29 83 9 5 15 38 4
internal_value=1.96584e-06 -0.00140724 0.00903399 -0.00313362 0.0018122 -0.0111136 -0.000336524 -0.00516127 0.000441589 -0.0042947 -0.00127662 0.000235163 0.00641188 -0.0150694 0.0138207 -0.00016152 0.000505168 -0.000995842 0.00255092 9.1082e-05 0.00239874 -0.000970148 -0.0104386 0.00228974 0.0068565 0.0527785 -0.0211342 0.00280034 0.00817353 -0.0122296
internal_weight=77.741 11.0381 1.56612 9.47196 1.44966 0.809417 0.715282 0.682641 0.645154 0.602831 9.14574 66.7029 4.0253 1.03228 2.99302 62.6776 7.86611 7.08915 5.15347 4.81271 4.54211 4.25033 1.93568 3.67077 2.43592 0.197696 0.0784876 2.23822 1.67556 1.27963
internal_count=4633 1062 489 573 484 470 462 460 423 418 543 3571 171 85 86 3400 457 427 377 360 335 318 50 303 274 138 129 136 53 86
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 1 1 2 0 2 2 1 2 1 1 2 2 2 0 0 1 1 1 1 1 0 1 1 0 1
split_gain=0.00248763 0.0374108 0.00778187 0.0656104 0.0163655 0.00498216 0.0105881 0.0430835 0.0606441 0.0468673 0.0302713 0.0244023 0.00464559 0.0296157 0.0750913 0.0230233 0.00742636 0.0241217 0.0194887 0.0199985 0.0109014 0.0157612 0.0129971 0.0196104 0.00825875 0.0245389 0.0328048 0.0358698 0.0357378 0.0245912
threshold=0.39672464895000009 48.823707093150006 0.39614083410000006 0.39587138110000003 0.3733870243500001 0.31638274305000008 0.34007963835000005 48.96897326980001 0.4413939702500001 48.823707093150006 37.572218886150004 0.32012514595000008 43.895345911700005 0.34479506600000004 0.34488488370000009 43.930205408700004 49.064150740050003 48.96897326980001 0.55688452445000014 0.55788748840000013 0.50491003265000012 0.4995808509000001 0.48616807880000007 0.48522499325000007 0.41347564445000012 0.51017933595000009 0.38772791230000009 0.39170982905000007 0.5276039639500002 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 7 8 9 11 -10 -7 -8 -14 -15 -16 17 24 -18 -20 21 22 23 -21 25 29 -27 -28 -29 -17
right_child=5 -3 -4 -5 -6 6 12 -9 10 -11 -12 -13 13 14 15 16 18 -19 19 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.017156218793528261 0.0057761828020953636 -0.035120924219833219 0.0030628081589008632 0.10105958338903456 -0.10208408888691645 -0.062659151662312215 -0.00010003194851632782 -0.10378365209934184 0.022293097911736691 0.10074237524047246 -0.10150608968930781 0.024851220982416496 -0.062467332435392431 0.10141160406029348 0.038664227234198906 -0.0077912419944899461 -0.080702437032033267 0.064290838563220265 0.1005786886918171 -0.10029868673340143 -0.10021664141744446 0.070890410709185406 -0.10034216526198469 0.044376820157799729 0.011188781738733958 -0.10154101775602427 0.02881041953352775 0.088656518811343177 -0.10066368957848376 0.028390745436168908
leaf_weight=0.019006958373215532 1.4985730153512111 0.29030221157881897 0.58101811975103601 0.060998190194368362 0.029182548677320841 0.047025837438922191 72.674037121476289 0.049532403050079665 0.027214519501285395 0.061468587256968021 0.072022279685370449 0.098837641048987734 0.063802276737987884 0.080464825034141874 0.16481687266696088 0.71171261763083726 0.040724179552621975 0.059159709090636059 0.016816599294543266 0.013500057824195721 0.013698341608801456 0.021034524455899373 0.018193125711405855 0.030618092976510525 0.42722779611876749 0.055841707640411187 0.090627571102231741 0.012117959580109527 0.056275153269439215 0.25519717444274193
leaf_count=18 100 30 13 2 167 18 3177 7 16 3 64 54 6 2 9 21 100 8 1 61 73 8 56 9 320 51 6 5 108 120
internal_value=2.86512e-06 -0.00500217 0.00766585 0.0321599 -0.0550532 6.68808e-05 -4.69508e-05 -0.0172494 -0.00326803 0.0275024 -0.0675556 -0.00336179 3.49387e-05 0.00463609 0.00670635 0.00287228 -0.000364111 0.00157896 -0.0213323 -9.75428e-05 -0.0175435 -0.00395576 -0.0292217 0.000106431 -0.000726826 -0.00503449 -0.0356029 -0.0124481 -0.0671197 0.0017583
internal_weight=77.641 0.980508 0.690206 0.109188 0.0481895 76.6605 75.162 0.356101 0.306569 0.207332 0.0992368 0.145863 74.8059 2.13183 2.06803 1.98756 1.82274 1.66816 0.154585 0.113861 0.0970441 0.0833458 0.0623113 0.0441182 1.609 1.18177 0.214862 0.159021 0.0683931 0.96691
internal_count=4633 230 200 187 185 4403 4303 162 155 75 80 72 4141 964 958 956 947 639 308 208 207 134 126 70 631 311 170 119 113 141
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 1 0 2 0 2 2 2 1 2 2 2 0 2 1 2 1 0 0 1 0 2 2 1 0
split_gain=0.0024055 0.046409 0.0704583 0.0196841 0.0308628 0.0217782 0.0539598 0.0162022 0.0142932 0.0136648 0.0543231 0.0547438 0.0427392 0.0323827 0.0584714 0.0319557 0.0132104 0.0124248 0.010083 0.0131091 0.189765 0.149051 0.0840828 0.232287 0.135046 0.0628173 0.178881 0.0733344 0.0392664 0.125842
threshold=41.444941515100005 41.542492784600007 0.34566330350000002 41.600558339100012 41.741384785950011 41.909642283050012 0.34587287805000005 0.48458129995000004 41.362929270750008 0.56974342085000018 40.722669576350008 40.636252116050009 39.427119987250002 0.43967246490000006 40.858951393400005 40.040404835300002 42.027798546600003 0.62143349005000015 42.081757894750005 0.3459626957000001 42.283941020600004 0.34575312120000007 0.48911709230000006 0.48320409570000006 0.34614233110000009 0.48271009850000007 42.876019054300009 42.957059535450007 0.34900152690000003 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -3 -5 6 -6 -8 9 -1 11 12 17 -12 -15 -14 -7 -11 -18 21 -21 -20 23 24 -22 26 -26 -28 -24 -30
right_child=1 3 -4 4 5 16 7 -9 -10 10 13 -13 15 14 -16 -17 18 -19 19 20 22 -23 28 -25 25 -27 27 -29 29 -31
leaf_value=-0.00013336228631523101 -0.044806824387459365 0.021570321485749205 0.00038116419406400312 -0.020257656702474331 0.023905112746139826 -0.01000681732449011 -0.014791439809243426 0.0041263805467732602 0.0096536005292653503 -0.101397051480482 0.10139201514065373 -0.10694332340731645 0.054370369530591538 0.078616680337213141 -0.100798465279929 0.0023396312400068187 0.007267520916552867 0.016502764751957458 -0.00039759364422467742 -0.096051500771908271 -0.10444717314001538 0.063745859576688199 0.011135816812690552 -0.095610127602239955 -0.11374107411787396 0.10353983611859766 0.10503431764759777 -0.00045642559722066018 -0.10674874424407983 -0.00092642862312872297
leaf_weight=44.089405629445395 0.58879601568515372 0.42358997425140188 0.83352680187575245 0.74329330819888895 1.2984871761327128 1.4167964777052677 0.67910855186892183 1.3580742971292918 1.6302746793577387 0.043962800767264429 0.095848509110510349 0.044597273389996417 0.15255084797325802 0.051257999218876193 0.028134923123577238 0.52177559054560008 1.737276086129216 0.011219638600389339 10.039582854988861 0.21498660339038522 0.086045031541287842 0.37582989016755242 2.9198873932473353 0.33980131693442672 0.084820111675014687 0.097067669034004211 0.13414786756038666 0.12952928389926677 0.11413458052785674 7.2903499994450724
leaf_count=1549 24 34 27 92 28 92 9 49 34 202 12 11 53 12 49 47 36 215 525 55 11 88 27 25 18 1 1 108 14 1185
internal_value=2.03677e-06 -0.000682259 -0.0183252 0.000168881 -0.000143083 0.000384924 0.00797424 -0.00218 0.00045519 0.000122234 0.0119926 0.000611136 0.00718629 0.0622687 0.0150363 0.0141104 -0.000628494 -0.0774258 -6.46047e-05 -0.000648212 -0.00298963 0.00191696 -0.00120261 -0.0310321 0.0102456 0.0323945 0.0125782 0.0532128 0.0013151 -0.0025576
internal_weight=77.5742 30.9051 1.42232 29.4828 29.0592 28.3159 3.33567 2.03718 46.669 45.0388 0.949348 0.774106 0.729509 0.175241 0.0793929 0.674326 24.9803 0.0551824 23.5635 21.8262 11.4108 10.4154 11.1958 0.871411 0.53161 0.445565 0.348497 0.263677 10.3244 7.40448
internal_count=4633 2449 51 2398 2364 2272 86 58 2184 2150 601 528 517 73 61 100 2186 417 2094 2058 1445 613 1390 164 139 128 127 109 1226 1199
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 2 2 1 0 2 2 2 2 2 1 0 2 0 0 0 2 0 1 2 0 0 1 1 1 0
split_gain=0.00230046 0.0208096 0.0199388 0.0134363 0.0111178 0.0371291 0.112149 0.0520886 0.0310235 0.119441 0.0906789 0.09475 0.0625326 0.101683 0.0665879 0.0630397 0.0590104 0.0446402 0.0221921 0.0445374 0.0211391 0.0172263 0.00942699 0.0486171 0.0058234 0.0201537 0.0184384 0.0218438 0.0120077 0.0110215
threshold=0.54504356155000011 0.54353163080000011 40.00488309970001 0.54284302865000023 0.44393880420000004 42.580420142950011 43.521589032450009 0.43593006200000012 0.56579144335000009 42.283941020600004 41.087689990200012 40.806664626150003 41.362929270750008 41.087689990200012 0.42111014640000005 0.55619592225000014 38.983591653800012 0.55131582885000008 0.56065686655000013 0.5619592227500001 49.960114208400007 0.56859076075000015 0.44844465735000011 42.320906304050006 0.58320110180000018 0.58388970390000006 0.44922307715000004 0.4529056016000001 0.45736654595000009 0.58887458460000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 8 -7 20 12 10 11 21 13 14 17 16 -16 -2 -6 -20 -8 -10 23 -21 -24 -26 -27 -28 -29 -30
right_child=4 2 -4 -5 18 6 7 -9 9 -11 -12 -13 -14 -15 15 -17 -18 -19 19 22 -22 -23 24 -25 25 26 27 28 29 -31
leaf_value=8.0441259906362868e-05 0.018510868606828688 0.022752614927907477 0.00099680915310048821 -0.012716520858950987 0.025960029723250025 -0.10345250106096138 -0.10059710893476914 0.078643733862932344 0.0067319630347666103 0.1025341835355551 -0.079999874466742366 0.10128166917103504 -0.044493944564341588 0.045940989463867765 -0.0091199089720533279 -0.012614766295381337 -0.10396105574171442 -0.0180925517410493 -0.053829248619818693 0.022996400922257576 0.021581243301663711 -0.061681459930737106 0.0034942346627010244 -0.10148484943199187 -0.10099436148688368 -0.10051937809929415 0.072507483731768629 -0.057689091003910509 0.045875540661814512 -0.0071825111823627706
leaf_weight=65.852601782157365 0.86778987723551615 0.78982344392102166 0.9027428405261162 0.83082799427211185 0.3470152790668094 0.14041930635357847 0.032483863932341706 0.076312469955780671 0.079553442166797939 0.13042834401130676 0.12044837377879958 0.099457045318558812 0.3813229757179214 0.39088362827897061 0.10323052101506025 0.63167444804378192 0.17999338277149945 0.54083238031073222 0.15015852282931508 0.081754347165030938 0.025105816109395107 0.068493808879593221 4.0645275727258658 0.050914037526069933 0.02230330483871501 0.01882925201789476 0.038466460178550932 0.040961364949474444 0.044772136074794133 0.31181923795201261
leaf_count=2831 25 17 39 16 33 36 53 17 11 2 15 12 39 8 32 44 20 27 9 33 28 36 290 29 12 7 11 16 40 845
internal_value=7.26719e-07 0.000198936 0.011149 -7.89998e-05 -0.00149848 -0.00555327 -0.0410147 0.0244621 -0.00284666 0.0203086 -0.00883789 0.0257932 -0.00657443 -0.00124745 -0.00918592 -0.0301915 -0.069393 0.0044572 0.0015346 -0.000222258 -0.0473343 -0.0249194 0.00149981 -0.0247757 0.00226735 -0.00818362 -0.00363269 0.000551313 -0.00641103 -0.000520762
internal_weight=77.4159 68.376 1.69257 66.6834 9.03995 3.86843 0.274321 0.133902 3.59411 0.498381 0.367953 0.247504 3.09573 2.7144 2.32352 0.914898 0.283224 1.40862 5.17152 4.82451 0.0575897 0.148047 4.67435 0.132668 4.54168 0.477152 0.454848 0.436019 0.397553 0.356591
internal_count=4633 2903 56 2847 1730 405 134 98 271 76 74 59 195 156 148 96 52 52 1325 1292 81 47 1283 62 1221 931 919 912 901 885
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 2 1 0 0 0 0 1 0 1 0 0 0 2 1 0 1 2 2 1 1 2 2 2 2 1
split_gain=0.00247229 0.0511853 0.124491 0.063238 0.0874385 0.0670333 0.0528914 0.0468921 0.0462144 0.0701594 0.051484 0.052216 0.10818 0.10722 0.0854216 0.0485139 0.0989616 0.122042 0.0328004 0.0307796 0.0249215 0.0895189 0.0716148 0.0279891 0.076196 0.0894907 0.0857113 0.0824999 0.053717 0.0389699
threshold=0.37977904855000005 0.37227927305000003 0.51484985480000012 0.50291907430000016 0.36476452800000009 36.772607578000013 0.36476452800000009 0.50452082270000009 0.51484985480000012 0.5132031975000001 0.5195503128500002 0.38906020780000011 0.52252926560000013 0.38723391515000005 0.52366695610000014 0.50291907430000016 0.50218556330000019 36.952388736350009 0.39048232090000007 0.5054040298000001 0.39394030120000006 38.324118171300007 47.74983977685001 0.39563186730000005 0.39995808510000008 43.61821939175001 43.663128814500006 36.558960102350007 37.232443001650005 0.39736834230000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -3 9 15 -10 13 -13 -12 18 16 17 -2 -14 -8 21 -16 -23 28 25 27 -27 -25 -22 -28
right_child=8 2 -4 6 5 -7 19 -9 10 -11 11 12 14 -15 20 -17 -18 -19 -20 -21 23 22 -24 24 -26 26 29 -29 -30 -31
leaf_value=0.00016694588695263628 0.098556659473027775 -0.015246010057565908 0.0038540492476557102 -0.014203891632410107 -0.00046652801174736167 -0.045784147642950808 0.046443804722666432 -0.085184784512818176 -0.03321908543255498 0.08386512981182298 -0.018832864108332844 -0.038347845748795045 0.045843281964487309 0.052489821299702623 -2.2974566636719134e-05 -0.022793359754024311 0.099448542240732518 -0.10541362998379133 0.011393075897419327 0.014084698686624143 -0.0059127042523431398 -0.10247827012157032 0.021467163993892504 0.0042541685779385555 0.00051266616759648265 0.095854302407789624 0.069509846165206474 -0.10201778064840615 0.037158631583627803 -0.10379866931999432
leaf_weight=46.282845859068082 0.048296108725486842 0.14048876584274583 0.75407053415642622 0.34624110478125558 0.58194886970887016 0.74331981988611373 0.58789901691488899 0.30181822880103937 0.45539024996245103 0.16266354645631509 0.34633972838173832 0.71992560398580963 0.53759333398193365 0.53848447938071331 0.86295674614007001 0.25137700449852218 0.13151026803643617 0.074714332389508087 0.56877605714769075 0.58789022375549393 0.58096929575549683 0.17420859677940825 0.063648472778822907 0.10729320354585326 20.393578295139875 0.079385253833606839 0.01764317094227863 0.22887894329176106 0.577272505250221 0.04903099511648179
leaf_count=1735 2 14 24 35 27 38 29 61 30 11 28 38 10 24 23 31 6 48 31 39 11 80 16 13 1977 2 73 104 37 36
internal_value=-4.12105e-07 -0.000414423 -0.0208513 8.32386e-05 -0.000558246 -0.0258844 0.0201485 -0.0629703 0.000772142 0.0267359 0.000112163 0.000699439 -0.000146816 0.0245725 0.000987693 0.00836685 0.0391422 -0.0253312 0.0281327 0.0302644 -0.000310451 -0.0149944 -0.0693116 0.000423155 -0.000416355 -0.0397047 0.0256501 -0.0680999 0.0155542 -0.0579382
internal_weight=77.2965 50.3265 1.19638 49.1301 47.6081 1.32527 1.52203 0.442307 26.9699 0.668561 26.3014 25.846 24.9612 0.884824 24.2412 0.505898 0.254521 0.12301 1.10637 1.17579 23.1349 1.10081 0.237857 22.0341 20.8758 0.482232 0.146059 0.336172 1.15824 0.0666742
internal_count=4633 2002 99 1903 1800 65 103 75 2631 98 2533 2503 2451 52 2413 87 56 50 41 68 2372 119 96 2253 2205 228 111 117 48 109
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 2 2 1 1 1 2 0 0 2 0 1 2 2 2 1 2 1 1 2 2 1 1 2 2 0
split_gain=0.00284852 0.0717852 0.0645926 0.0563592 0.0532268 0.103414 0.0541506 0.0404146 0.127661 0.024239 0.0195118 0.127352 0.0517766 0.0445171 0.223889 0.060706 0.107288 0.145267 0.109371 0.102505 0.161081 0.0640688 0.0924592 0.195172 0.0260907 0.0222082 0.0179199 0.0739561 0.156786 0.124952
threshold=0.39019789825000006 0.38906020780000011 0.39048232090000007 0.38723391515000005 0.51657136015000005 36.654713368950006 38.911218973650008 0.38334181610000007 0.37977904855000005 0.37820723930000005 36.377496227400009 0.5380527529500001 0.53998383280000006 37.140760352250005 0.53017873715000008 0.39394030120000006 38.238138001450004 38.324118171300007 39.065416244600009 0.39078171310000004 42.546237522150008 0.39563186730000005 0.39900002995000006 43.61821939175001 43.663128814500006 0.39736834230000012 0.35986946500000005 38.621016321050007 41.444941515100005 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 9 -6 -7 8 -8 26 11 -4 -13 14 -12 16 -15 -18 -19 -20 -21 -17 23 -23 -25 -26 -1 -28 29 -29
right_child=2 -3 10 -5 5 6 7 -9 -10 -11 13 12 -14 15 -16 21 17 18 19 20 -22 22 -24 24 25 -27 27 28 -30 -31
leaf_value=0.00040973052096641662 0.024480916942759428 -0.033548383178629779 -0.10235519830425949 0.030601619467109355 0.0072196558995947582 -0.10627976900005505 -0.10232280717385532 -0.07492627552041764 0.04535654339493507 0.017375386050937799 0.09072717552343007 0.1007413394613057 -0.0050762506778967258 -0.10578661279676389 -0.094407937064299882 0.033938140430101536 0.084002759132161098 -0.11338288838642746 0.039455737189363183 -0.11117914973118895 0.041120851410108364 -0.10287004033745542 0.00079143652544388411 0.094258474363578065 0.065681968219804598 -0.10036170438767411 0.0031395900174761558 -0.10661298572578225 0.01832306001344549 -0.024880217814342354
leaf_weight=45.505035596114645 1.1080607539915934 0.64589729550789243 0.13916140435686453 0.59478272101841767 0.59104232874233165 0.14195818803273141 0.093342754587979471 0.1531872168989139 0.15697410263305756 0.80158896173907024 0.22679713340221663 0.050666928393184207 0.5292268674602244 0.14059295692868445 0.091745693220379287 0.56924923296549224 0.13370437733829021 0.12776173959991866 0.23147702333517373 0.17250027699833481 0.11624324744556702 0.23340640529591183 20.465410639052745 0.072986754355952144 0.016847096107198922 0.015434971185641189 2.6468087390267172 0.28023184455689409 0.50688731789018915 0.56250723842094885
leaf_count=1623 18 32 34 32 12 7 40 13 11 40 12 4 307 12 67 39 2 8 11 62 37 95 1687 2 73 32 84 28 166 43
internal_value=-1.71653e-06 -0.000415678 0.000890528 -4.40478e-06 -0.000358295 -0.021759 -0.0531592 -0.0344706 -0.00971285 0.000125215 -0.000229746 -0.0164468 0.00416933 0.000285901 0.0374051 -0.000244431 -0.0253639 -0.0108992 -0.0304813 -0.0101213 -0.0498658 0.000839499 -6.61583e-05 -0.0518888 0.0611491 -0.0137082 -0.000154121 -0.00657437 -0.0256248 -0.0520584
internal_weight=77.1215 52.6802 24.4413 52.0343 51.4396 1.1365 0.545462 0.403504 0.250317 50.3031 23.3332 0.719055 0.579894 22.6142 0.318543 22.2956 0.92228 0.781687 0.647982 0.520221 0.288744 21.3733 20.8041 0.338675 0.105269 0.0322821 49.5015 3.99644 1.34963 0.842739
internal_count=4633 2131 2502 2099 2067 83 71 64 51 1984 2484 345 311 2139 79 2060 132 120 118 110 99 1928 1889 202 107 105 1944 321 237 71
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 0 2 0 2 0 0 0 0 1 0 0 2 0 2 0 0 0 0 0 0 2 1 2 2
split_gain=0.00306041 0.0223973 0.0197631 0.0188276 0.0577966 0.0539685 0.0481051 0.0321144 0.0166018 0.0661695 0.0699978 0.0396289 0.033962 0.0229763 0.0186489 0.0651094 0.0162553 0.061667 0.0208635 0.0393757 0.0160712 0.0145507 0.0196011 0.0639213 0.0712337 0.0118374 0.0141736 0.0110433 0.00909495 0.0244016
threshold=38.751720283100006 38.621016321050007 0.50218556330000019 39.427119987250002 0.41808628485000005 0.43593006200000012 0.52157121045000021 39.525197829750006 0.52769378160000013 37.140760352250005 0.5206281249000001 0.50730517050000012 0.52812790035000023 0.52366695610000014 0.39431454150000006 0.52925062125000011 0.47604862130000009 37.041406607950009 0.4995209724000001 35.771221912400001 0.5206281249000001 0.53998383280000006 0.54284302865000023 0.54695967185000016 0.55131582885000008 0.5641597557000001 37.345948426100009 0.34377713240000007 39.656620114300004 39.788107623550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 6 -6 -2 -5 9 11 -11 -4 -10 20 -14 -16 27 18 19 -18 -13 -17 -23 -24 -25 -26 -27 -1 -9 -30
right_child=3 -3 8 7 5 -7 -8 28 12 10 -12 13 14 -15 15 21 17 -19 -20 -21 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=0.0037560669572278792 0.00096966358102855909 -0.029806032434313713 -0.025463021146045702 -0.022473041108207543 -0.052550094520008098 3.3488062880475283e-05 0.026633688679910013 0.010879143502139607 0.045478651431979447 -0.007846641373229872 -0.069623962229180353 0.0071067488411272958 -0.017461871364176051 -0.0041515942932987609 0.074542104131758033 -0.014670593457710285 0.013260337961632094 0.041355120866856082 0.011824551830288393 -0.031327063722422242 0.039353949837058137 0.01160492864556812 -0.054722984928075195 0.083688454948816493 -0.0019266126615905461 0.0062340995349050334 -0.10071930321851447 -0.01284948995677093 -0.015032885973050861 0.00018645458367190143
leaf_weight=1.061538336619325 1.4280091256059675 0.27374081725383881 0.44356136722490225 0.63940437072778777 0.26334912143647649 0.75404737147755441 1.4949997408548368 0.76648788609686036 0.15567599330097426 0.40762959937819676 0.33344233241507482 0.31312250593600743 0.66281845126650285 0.62629953376927006 0.11588206286251113 0.6869331247396534 0.37324712592074172 0.50035446160472918 0.90094660261456738 0.42199453280773014 0.30517464729928179 1.1300600340255189 0.22690990347723516 0.10052888952736783 1.1034402707172573 0.022868202872166843 0.027043091083478465 0.643121439513756 1.0724273648436327 59.633725595347236
leaf_count=149 53 17 13 48 20 65 33 35 4 22 27 27 13 22 9 47 27 32 14 16 15 12 20 13 70 326 79 88 51 3266
internal_value=-7.93231e-06 -0.00156555 -0.000833671 0.000247606 0.00695062 -0.0135776 0.0140958 -0.000177636 -0.00414391 -0.0107333 -0.0356431 0.000201733 -0.000361672 0.00934839 -0.00211226 0.000868117 0.00481863 0.0105052 0.00140481 -0.0103999 0.0230231 -0.00172074 0.00168646 -0.00588279 0.00295563 -0.00408124 -0.0517157 -0.00250875 5.42686e-05 -8.24084e-05
internal_weight=76.8888 10.8363 10.5626 66.0525 3.94041 1.0174 2.92301 62.112 6.66139 2.42923 0.741072 1.68816 4.23216 1.2446 4.07648 3.41367 3.9012 2.19654 1.69619 0.795242 0.618297 3.29778 2.61085 1.48079 1.25388 1.15335 0.0499113 1.70466 61.4726 60.7062
internal_count=4633 1062 1045 3571 171 85 86 3400 719 126 49 77 593 64 589 576 326 89 57 43 42 567 520 508 488 475 405 237 3352 3317
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 0 0 2 1 0 2 0 1 0 2 0 0 0 2 2 0 2 1 2 2 1 2 1 1 2
split_gain=0.00248286 0.0182394 0.0161045 0.0155102 0.0544176 0.0217468 0.0459895 0.0153616 0.0541621 0.128935 0.0260571 0.0218781 0.0525211 0.0147714 0.0611289 0.0372298 0.0100468 0.00896656 0.00738201 0.0197075 0.0407433 0.00820801 0.0313731 0.0146163 0.0724305 0.070477 0.0463747 0.0610383 0.0207707 0.0276709
threshold=38.751720283100006 38.621016321050007 0.50218556330000019 0.36551300860000008 0.51484985480000012 0.52252926560000013 0.52366695610000014 39.427119987250002 0.39078171310000004 0.52157121045000021 39.525197829750006 0.53938504835000012 0.42039160505000012 0.48654231910000006 36.257608591500009 0.47697673720000006 0.56685428580000019 0.47568935060000012 39.656620114300004 39.788107623550012 0.53938504835000012 40.467253020850002 0.3447052483500001 40.21994457600001 40.300545846000013 0.34521421515000011 40.040404835300002 0.38045268105000002 0.36994401365000007 39.896141435400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 -5 -6 -7 8 9 -2 -9 -10 -13 15 -15 17 -14 -1 -12 20 -20 22 -21 25 -25 -24 28 -28 -27 -30
right_child=7 -3 3 4 5 6 -8 10 11 -11 18 12 16 14 -16 -17 -18 -19 19 21 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.00012527472309512399 0.0008729295265787456 -0.026957363744094548 0.015068377157465854 -0.041778886874080316 0.016816402035118441 -0.036154467896179647 -0.0017930639986441746 -0.020258240268399154 -0.019804596547460682 0.05524008227341537 0.0098104172793964748 0.037609163854942937 -0.025676554927460876 -0.0035529628282814606 0.033121599925664373 -0.045163258262547315 -0.002601128290578418 0.022638920132329862 -0.038175297310473193 0.021944854494802123 0.0018589107387375365 -0.00038059819983068255 0.032801091327393277 -0.021654576412893811 0.005099497954896383 0.017420952546393163 -0.034284508640188269 0.0051887789286149599 -0.016172599738402453 0.011728905983337569
leaf_weight=1.5927613615529828 1.4276481179990623 0.27247273458169807 0.41077708126977075 0.3777327086581862 0.52426733016636706 0.42324771149287688 4.8862927394506261 0.63843409115724981 0.71415802551200602 0.62813384924083937 0.76506813623272663 0.31051981309428789 0.28804344416130334 1.1772274568374994 0.74027253809617821 0.17933328608174282 0.54697483127063151 0.19900538399815548 0.41230324722709955 0.78322775658762189 0.66297827703738221 48.936484422980499 0.76905156765133043 1.4313441795818596 3.4531951222828123 1.2346497270651471 0.75301586539717369 0.81650563496349093 0.62181185775693382 0.82974110201519125
leaf_count=235 53 17 9 31 36 15 628 48 17 16 35 8 27 42 31 15 50 3 35 19 16 2981 7 32 64 12 19 42 31 59
internal_value=-6.63888e-06 -0.00141349 -0.00075132 -0.00375079 -0.00499533 -0.00261363 -0.00453217 0.000223138 0.0062982 0.0174845 -0.000159854 -0.00606762 0.00249636 0.00435681 0.0106057 -0.00172212 -0.0105611 0.00262579 4.88923e-05 -7.41341e-05 -0.0134917 0.000167823 0.00267778 0.00115492 -0.0027404 0.00494152 -9.29798e-05 -0.0137495 0.00788638 -0.000223456
internal_weight=76.8067 10.7834 10.5109 6.62232 6.21154 5.83381 5.30954 66.0233 3.91548 2.05578 62.1078 1.8597 1.14554 3.8886 1.9175 1.9711 0.835018 1.79177 61.4694 60.7043 1.07528 59.629 10.6925 9.90932 4.88454 5.02478 4.25572 1.56952 2.6862 1.45155
internal_count=4633 1062 1045 719 710 679 643 3571 171 69 3400 102 85 326 73 253 77 238 3352 3317 51 3266 285 266 96 170 163 61 102 90
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 0 1 0 2 2 2 0 2 2 1 1 2 2 2 2 1 2 0 1 2 1 2 0 1
split_gain=0.00281005 0.0717056 0.0616812 0.115694 0.134965 0.18022 0.191552 0.0525893 0.0427418 0.0944225 0.05237 0.049161 0.0295827 0.0845874 0.0711766 0.0488116 0.151316 0.0860185 0.0833564 0.262109 0.0450749 0.0414426 0.0279576 0.02647 0.0222971 0.0201446 0.0151517 0.0567428 0.137444 0.203467
threshold=0.39019789825000006 0.38906020780000011 0.52324780695000006 0.39048232090000007 37.500638522700008 39.525197829750006 0.5116313883000001 0.38723391515000005 0.51657136015000005 36.654713368950006 42.670715716450012 42.982930821650008 0.53146612375000013 42.371983470600007 43.968221017800005 0.39431454150000006 0.39563186730000005 36.016191615950007 38.238138001450004 38.324118171300007 36.654713368950006 0.39500314360000005 43.895345911700005 0.53447501570000011 0.37820723930000005 44.279556297950009 0.35986946500000005 38.621016321050007 0.50291907430000016 0.37227927305000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -6 -7 8 24 -10 -11 -12 13 15 -15 17 -17 -4 -19 -20 -18 -14 -13 -23 26 -16 -1 -28 -29 -30
right_child=2 -3 12 4 5 6 -8 -9 9 10 11 22 21 14 25 16 20 18 19 -21 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00032712638863973076 0.063703717543635449 -0.034064448002752455 0.0075380810486061255 0.080575061460524899 -0.066076589938626001 -0.10390739776890177 0.083791768059932714 0.029855977442811189 0.0074590045195582809 -0.073724649293200648 0.057262168519749503 -0.10267908454364721 0.047720220933876283 -0.10767035129980876 0.093609662103502633 0.060878620903067261 -0.0010868982994644344 -0.10396200999751576 0.10393656329475053 -0.10223044043144887 -0.10131981709358627 -0.040197523841655591 0.0025404858847595927 0.00060112944883080341 0.016651142017761088 -0.10005501019376511 0.0023811492285933113 -0.070478730118459898 0.029840333258239728 -0.074164011493427481
leaf_weight=45.453970374347271 0.44121733718839518 0.6257455913528237 0.56533596847293999 0.16789202815925819 0.37195746059600054 0.07170044248463725 0.22494598284073497 0.5829780730055053 0.59193642064928897 0.34252962833852507 0.07153399707749486 0.051492290658643469 0.18585172136909278 0.14704046090704981 0.026502624386921525 0.32412934000603855 0.085800656349420024 0.17895449677553188 0.10712386667728424 0.14531801427619939 0.094039418967554411 0.16024206297379606 0.049555403838894563 20.917281467585426 0.79903412264593399 0.0067362117615301633 2.6170508776835812 0.4176141091721417 0.63288238830864429 0.26765065057850279
leaf_count=1623 10 32 5 12 20 55 28 32 12 22 3 8 35 75 6 13 11 22 1 53 67 41 38 1909 40 139 84 149 32 56
internal_value=-4.24987e-06 -0.000415301 0.000886748 0.0222709 0.000416792 -0.0197116 0.0384242 -9.43091e-06 -0.000348856 -0.0197848 -0.0510918 -0.00617154 -0.000304082 -0.0130748 -0.0777959 -0.00529987 0.0200632 -0.018124 -0.0517536 -0.0147433 -0.0534993 0.000705511 -0.0510777 0.000290957 7.98609e-05 0.0543614 -0.000188235 -0.00614097 -0.0230608 -0.00107117
internal_weight=76.726 52.504 24.2221 1.27771 0.836496 0.668604 0.296646 51.8782 51.2953 1.10705 0.515111 0.172582 22.9444 1.68098 0.180279 1.5007 0.503969 0.996732 0.431396 0.252442 0.17984 21.2634 0.101048 21.0775 50.1882 0.0332388 49.3892 3.9352 1.31815 0.900533
internal_count=4633 2131 2502 125 115 103 83 2099 2067 83 71 49 2377 392 220 172 91 81 76 54 78 1985 46 1950 1984 145 1944 321 237 88
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 2 0 0 1 1 0 0 0 1 1 0 0 0 0 0 0 2 0 1 2 0 2 2 1
split_gain=0.00305529 0.0198994 0.174717 0.184329 0.054415 0.0459701 0.0453213 0.0650639 0.191326 0.0687831 0.0631984 0.0444148 0.0761793 0.0373792 0.128962 0.0253237 0.0221898 0.010262 0.0298229 0.00905336 0.0136517 0.0174107 0.00824986 0.0721387 0.03321 0.0239179 0.0463712 0.0453482 0.00802745 0.035166
threshold=37.041406607950009 36.558960102350007 0.50035927070000008 0.50218556330000019 36.377496227400009 0.50452082270000009 36.165040341950011 0.49877249185000011 0.50035927070000008 0.36510882910000009 0.36476452800000009 0.52889135055000014 0.53017873715000008 0.50452082270000009 0.37323732825000006 0.34007963835000005 0.5218855723000001 0.5380527529500001 0.54504356155000011 0.4560492201000001 0.4413939702500001 0.41973294215000007 37.765550062200006 0.52324780695000006 0.42209814075000007 38.060777288450005 0.47568935060000012 37.892416320650007 38.324118171300007 0.34422622080000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -5 7 9 -9 10 15 -7 -13 -10 -15 19 -16 -18 -19 20 21 -1 23 -2 -25 26 -24 -28 29 -27
right_child=22 2 3 5 -6 11 -8 8 13 -11 -12 12 -14 14 16 -17 17 18 -20 -21 -22 -23 25 24 -26 28 27 -29 -30 -31
leaf_value=-0.10032831224287531 0.034591418150794091 -0.085561499576887134 0.10298727848114873 0.0079920064077078322 0.057051404704674749 -0.10379434171215696 -0.063562749331639565 0.1003778876877626 -0.021265647388014581 -0.07344740695927289 0.10042971086638997 0.10132609253184402 -0.082428960356122072 0.10086214016154743 0.032455963402244818 -0.092613628597009001 -0.014194173027678066 0.063307309832229236 -0.0030923886960979525 0.10008000827922221 -0.1006400598630852 0.09501827970094931 0.0022396288434514727 -0.034523742660387324 0.0021053831313477371 -0.0028252392229897848 0.0036158699706862517 -0.068725216265549324 2.9116229110939754e-05 0.031864383169500556
leaf_weight=0.0065036637166352015 0.63006196637980183 0.25532324003327733 0.16559398174285889 0.2433595210313797 0.16361808152247892 0.099657094226131449 0.11545854999094718 0.19662238682576605 0.72235423914389718 0.22763800850952975 0.053996596019715071 0.037969745695590973 0.055594041633582503 0.13182311761193033 0.17648491042655212 0.042409666750608241 0.69492828253532923 0.072570124737921904 0.99613805816867595 0.0099470509085222147 0.01083396072499454 0.015286353902411065 0.56767367346606379 0.31770469793673317 1.1205134821074798 0.96014676607870686 0.13456519327637295 0.2433812347165758 67.607565194441918 0.42008584351152933
leaf_count=71 44 21 2 5 18 11 62 10 11 7 5 1 52 5 25 57 28 12 275 8 6 13 11 21 64 15 27 31 3659 56
internal_value=-7.08052e-06 -0.00253671 -0.0162402 0.0131522 0.000694508 -0.020922 -0.00196055 0.000157818 0.00503156 -0.0396031 0.0158321 -0.0573389 -0.00785809 -0.00167754 0.00515158 -0.0379211 -0.00135155 -0.00473463 0.00141645 0.0165641 -0.00889987 0.0367132 0.000150811 0.0063751 -0.00598605 -3.32726e-05 -0.0158293 -0.0429687 0.000183244 0.00773285
internal_weight=76.4958 4.49411 0.857498 0.602174 3.63661 0.43658 3.47299 3.35754 2.99092 0.366615 0.138977 0.193221 0.0935638 2.7943 2.07194 0.0849807 1.94012 1.76364 1.06871 0.042571 0.032624 0.02179 72.0017 2.06828 1.43822 69.9334 0.94562 0.377946 68.9878 1.38023
internal_count=4633 705 92 71 613 69 595 533 366 167 160 64 53 356 345 155 340 315 287 98 90 84 3928 129 85 3799 69 58 3730 71
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 0 1 0 2 0 0 0 0 2 2 1 1 0 2 1 1 2 1 0 0 0 1 0 2 1
split_gain=0.00258952 0.0182438 0.0961291 0.0288242 0.0344163 0.0810971 0.0579809 0.0265506 0.0195067 0.0414265 0.0358378 0.0193469 0.0342713 0.0160172 0.040224 0.0342988 0.0667483 0.0530298 0.0391266 0.0297552 0.106659 0.106717 0.0152697 0.021332 0.041763 0.0262139 0.0083074 0.00772097 0.0128623 0.0354647
threshold=38.751720283100006 0.42039160505000012 38.621016321050007 38.324118171300007 0.39563186730000005 0.54585192060000021 0.3975479776000001 0.54088200950000009 37.995872310650007 0.54695967185000016 0.5485614203000001 0.55877069550000014 0.55980359870000018 39.476991512000005 39.525197829750006 0.39048232090000007 0.37977904855000005 0.53499895210000015 39.262923716450011 0.41808628485000005 0.43593006200000012 39.117456157700005 0.39048232090000007 0.52252926560000013 0.5195503128500002 0.50913146310000013 0.39500314360000005 0.50218556330000019 37.995872310650007 0.34422622080000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 6 -6 -3 -9 -10 -11 -12 -13 15 -15 16 18 -17 -2 -19 -21 -22 23 24 25 27 -24 28 29 -1
right_child=13 2 -4 -5 5 -7 -8 8 9 10 11 12 -14 14 -16 17 -18 19 -20 20 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.050354624804603801 -0.01592460430422905 0.055307105080343699 0.098657043752474222 -0.015881782780355545 0.0067045032977480594 0.058237678047073305 -0.095271693973172381 0.0024681906385545377 -0.10502421595466778 0.10047496995854513 -0.10167292882574828 0.086423390930062877 -0.10060273047945255 -0.0303907994050822 4.4014145342118843e-05 -0.038090480745700907 0.043163889608613823 0.021286921235194219 0.019177261532646286 -0.057006629440599033 -0.0087792928375511805 0.070768487241793007 0.020855229228030139 -0.012417013869478287 0.038500867872976685 -0.029553794165091643 0.0032989349096019071 -0.0089309480452879741 -0.0052679382961249542 0.0040417415545651115
leaf_weight=0.17820440739774079 0.58562978132613241 0.086544900968874017 0.11014673732779545 1.4877312627845638 0.084886575771179085 0.075320946831482161 0.16246823148958356 1.1715770847904265 0.054856063798070065 0.027449282817542553 0.026471618832147215 0.023477612994611263 0.016815038359091927 0.43735326555542897 61.292430949228802 0.34727797849336672 0.61652346653863777 0.67096216976642598 0.69369837708109117 0.29550068461685419 0.62541629287659362 0.23091336804054663 0.51893450453553647 1.3214294692734254 0.29315548995509733 0.28957991849165399 0.5607886454090476 0.60462632915005077 1.1911846174128298 2.2914690340220374
leaf_count=138 38 10 5 49 18 26 51 404 2 2 14 2 50 31 3352 21 14 4 17 23 44 27 35 18 16 27 6 17 25 147
internal_value=-4.65271e-06 -0.00145695 0.00869131 -0.00315659 -0.000656383 -0.0326116 -0.0602758 0.00164932 -0.001867 -0.0359384 0.00428702 -0.0352594 0.00837314 0.000228814 -0.000171615 0.00630823 0.0161346 -0.00227646 0.00310891 0.00454681 -0.0052046 0.0126711 0.000765972 -0.00115399 0.00191586 -0.00043868 0.0117368 0.00153792 0.00326695 0.00738354
internal_weight=76.3728 10.5771 1.51734 9.05978 7.57205 0.322676 0.247355 1.40719 1.32065 0.14907 0.0942136 0.0667643 0.0402927 65.7957 61.7298 4.06592 1.89585 2.17007 1.27933 1.82279 1.15183 0.85633 7.24937 6.16965 4.84822 4.55506 1.07972 4.26548 3.66086 2.46967
internal_count=4633 1062 489 573 524 95 69 484 474 70 68 66 52 3571 3383 188 69 119 55 98 94 71 429 388 370 354 41 327 310 285
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 2 2 2 2 1 0 2 2 2 2 2 2 2 1 1 1 1 1 2 0 0 1 2 2 0
split_gain=0.00283563 0.068464 0.0531115 0.0400835 0.0345412 0.0821358 0.0452838 0.0417203 0.0263563 0.0201945 0.0197366 0.116947 0.162384 0.0836153 0.0578422 0.137494 0.0427198 0.0742307 0.0737927 0.0441645 0.0369403 0.168328 0.146432 0.0451972 0.12743 0.0239257 0.017827 0.0251896 0.0248012 0.0151688
threshold=0.39019789825000006 0.38906020780000011 0.39048232090000007 0.38723391515000005 0.51657136015000005 36.654713368950006 42.670715716450012 42.982930821650008 43.895345911700005 0.37820723930000005 0.53634621715000008 36.377496227400009 37.140760352250005 37.817254840650008 38.324118171300007 38.804629908750009 43.61821939175001 42.371983470600007 0.39431454150000006 0.41861022125000008 0.39394030120000006 0.39563186730000005 0.39078171310000004 38.911218973650008 0.51657136015000005 0.53312775065000018 0.4172030777500001 48.96897326980001 44.279556297950009 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 9 -6 -7 -8 -9 29 11 -4 -13 -14 -15 -16 17 20 -19 25 22 -22 -17 -23 -25 26 27 28 -18 -1
right_child=2 -3 10 -5 5 6 7 8 -10 -11 -12 12 13 14 15 16 19 18 -20 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00052546882071385654 0.022847231558246781 -0.033467291849859457 -0.10213541861657614 0.026574239896153956 0.0070316330743306361 -0.070239816531749141 0.053175757858653187 -0.10242033907083357 0.0022793886168304784 0.015894221397658875 0.00095833271187892614 0.086472225767245822 -0.10542002446752259 0.045396030142993066 -0.10644820681803886 0.016811738034752246 0.037147325927079804 0.023044292028118588 -0.10670254897053458 -0.062393021027292488 0.071095374984138704 0.0019345387805459709 -0.10935265043135151 0.026380274564963696 -0.10158731009339322 0.090654648725983514 0.098088306147849885 0.098542412624088582 -0.1006886766647106 0.0088691359858149108
leaf_weight=47.446904699487163 1.0538714446083783 0.61933026428960047 0.12619820892087164 0.56058740359730919 0.59187523333821335 0.3221342860488221 0.069433338940143585 0.046707193832844496 0.049549966541576396 0.79366910195767459 20.245381687175794 0.18593651587116289 0.089430070538981332 0.1939229190444397 0.142703164662905 0.25521006621420372 0.023461920049157814 0.063454200263549754 0.14177392426535107 0.037965546965580188 0.29863009916152783 0.50993257667869329 0.14384683303910606 0.13728826000931349 0.17963767456785718 0.096434480423340574 0.021982991427648813 0.017608768122386209 0.029427308447850464 1.7832735718510537
leaf_count=1811 18 32 34 32 12 22 3 8 38 40 1908 17 15 23 20 11 33 27 38 92 9 3 49 10 68 7 4 9 107 133
internal_value=-3.42826e-06 -0.000416472 0.0008966 -2.02712e-05 -0.000312003 -0.0180082 -0.0483889 -0.00590651 -0.0485244 6.99462e-05 -0.00011181 -0.0081514 -0.00353394 -0.0105576 -0.00685833 -0.0116852 -0.00477392 -0.0101253 -0.0665863 0.0360254 -0.00252469 0.00674418 -0.0286664 -0.016497 -0.0461534 0.0558042 0.0194638 -0.00505317 -0.039544 -0.000185166
internal_weight=76.2776 52.2835 23.9941 51.6641 51.1035 1.0797 0.487825 0.16569 0.0962572 50.0238 22.9402 2.69485 2.56865 2.38271 2.29328 2.09936 1.95665 1.72977 0.205228 0.226881 1.52455 1.12549 0.399057 0.826859 0.316926 0.188915 0.092481 0.070498 0.0528892 49.2302
internal_count=4633 2131 2502 2099 2067 83 71 49 46 1984 2484 576 542 525 510 487 467 215 65 252 150 90 60 81 78 160 153 149 140 1944
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 1 0 0 2 1 1 1 0 0 0 2 2 2 0 1 0 2 0 1 0 2 1 0 2
split_gain=0.00277792 0.0380392 0.00904611 0.0192781 0.0221198 0.076117 0.0347645 0.0372633 0.0140086 0.0453772 0.0194169 0.0120814 0.0456831 0.0371629 0.0227982 0.00874542 0.00758964 0.0346107 0.0213296 0.0179895 0.105667 0.0902827 0.0303811 0.0197031 0.0169392 0.00940186 0.0310263 0.00587641 0.0285019 0.0771826
threshold=38.060777288450005 37.892416320650007 0.50218556330000019 0.50730517050000012 0.5218855723000001 36.654713368950006 0.39019789825000006 0.52324780695000006 0.47568935060000012 36.257608591500009 0.36476452800000009 0.39431454150000006 0.39500314360000005 0.54191491270000014 0.5296248615500001 0.55234873210000013 39.476991512000005 39.525197829750006 39.262923716450011 0.52252926560000013 0.39078171310000004 0.48911709230000006 38.983591653800012 0.46898296455000005 0.39019789825000006 0.53938504835000012 38.621016321050007 0.34614233110000009 0.48654231910000006 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 8 -4 5 -5 -6 -8 -1 10 -10 -9 -13 14 -14 -15 18 -18 19 21 -21 23 25 -2 -20 -22 -27 -19 29 -29
right_child=16 -3 3 4 6 -7 7 11 9 -11 -12 12 13 15 -16 -17 17 27 24 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0086369785533715222 -0.0035884667908873112 -0.038299918888995602 -0.023160915609209728 0.054991744712754177 -0.023503221627983833 -0.019169117253410129 0.047280299312345661 -0.013142948216646752 0.0091579693161122563 0.029872634908415352 -0.016924931377782299 0.069455935186622242 -0.012822780974503626 0.011159157757369649 -0.089694051255789053 -0.0029325442719107006 -0.028363045142374817 -0.00084121081127105631 0.0053085963933316264 0.055830595622254758 -0.0012273951864317622 -0.038537141054661106 -0.018337990156454275 0.017942324437614617 0.028406769546580307 -0.00084272837914051027 0.033809655788501203 0.050760979859181876 1.497073563803929e-05 0.0038624813741518823
leaf_weight=0.60459794782817367 0.98271095046088353 0.27566846069760664 0.43094250373542298 0.2750294308816591 0.71771424403414164 0.27858818112144945 0.16458974202396381 0.69149702225263388 0.60887887407977792 0.65842003826401185 0.53723815483681392 0.096087825018912887 0.084080011090293172 0.7473865302051762 0.071295652646881535 1.072232177205297 0.43231807441679748 34.137801873481777 0.77294548830923282 0.36927615315653417 1.2364020102118054 0.62798775797637052 0.74632373933943075 0.74894532930557034 0.53882257131226652 0.73206998126532574 0.39932250143166925 0.40938475667770591 24.2022641955827 2.456974195186028
leaf_count=210 30 35 13 30 13 13 5 24 17 32 26 4 17 29 31 404 31 1128 20 11 35 36 53 34 31 68 29 40 2021 163
internal_value=-6.98535e-06 -0.00185981 -0.00043262 -0.00301878 -0.000951346 0.017673 -0.00378017 0.00105573 0.00453699 0.00895084 -0.00306829 -0.00169825 0.00212293 -0.00115297 -0.0480959 0.00285545 0.00019001 -0.000167846 0.00327295 0.000685917 0.00525272 -0.00605577 -0.000744869 0.00572365 0.0147964 0.00480044 0.0113878 3.13043e-05 0.00113168 0.0105607
internal_weight=76.1078 7.31425 7.03858 4.62944 4.1985 0.553618 3.64488 2.92717 2.40914 1.80454 1.14612 2.76258 2.07108 1.97499 0.155376 1.81962 68.7935 61.6387 7.15481 5.84304 3.48339 2.35964 3.11412 1.73166 1.31177 2.36779 1.13139 61.2064 27.0686 2.86636
internal_count=4633 903 868 583 570 43 527 514 285 75 43 509 485 481 48 433 3730 3383 347 296 196 100 185 64 51 132 97 3352 2224 203
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=2 1 2 0 0 2 2 0 1 0 1 0 1 1 0 0 0 2 0 0 2 0 2 2 2 2 0 1 0 2
split_gain=0.00231145 0.017227 0.036804 0.0506177 0.0288986 0.016368 0.0177342 0.0131258 0.0421348 0.0192711 0.198669 0.081642 0.0329119 0.0145807 0.0135307 0.0106292 0.0165332 0.0065018 0.0459142 0.0181783 0.0175182 0.0382012 0.029802 0.0064188 0.0212214 0.0201817 0.0146629 0.0887355 0.0739225 0.0244935
threshold=37.232443001650005 0.39563186730000005 36.859113051050009 0.52863686715000002 0.53017873715000008 34.515670600900002 36.772607578000013 0.52290350590000012 0.36618664115000005 0.49877249185000011 0.36510882910000009 0.49194634890000005 0.34007963835000005 0.38045268105000002 0.4560492201000001 0.4413939702500001 0.41973294215000007 37.765550062200006 0.52324780695000006 0.54413041525000005 38.060777288450005 0.47568935060000012 37.892416320650007 39.427119987250002 39.262923716450011 39.525197829750006 0.52252926560000013 0.39078171310000004 0.48911709230000006 38.983591653800012
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -7 8 9 10 11 12 14 -10 15 16 -1 18 -2 -20 21 -19 -23 24 26 -25 28 -28 -22 -29
right_child=17 2 -4 4 5 6 -8 -9 13 -11 -12 -13 -14 -15 -16 -17 -18 20 19 -21 23 22 -24 25 -26 -27 27 29 -30 -31
leaf_value=-0.10027382937856968 0.04057380029145672 -0.10180873428024483 -0.10515040871017767 0.10130228726351941 0.036914463474498921 -0.10040910851413459 0.084739439617244297 0.0055266940014232283 -0.043596284147107027 0.0058950502679192282 -0.11262945891491508 0.078656923234437751 -0.099791970518617795 -0.01124717584247583 0.10008141676895095 -0.10060329359166616 0.087174736093530131 0.0023949524658568953 -0.013598617578567902 0.0095249048958525179 0.0051592360700274302 -0.00038115985394946073 -0.060875129975902255 -0.018235265216291638 0.015626817153448252 2.8607397660691684e-05 0.051889066575416136 0.0043287611335100602 -0.035040369871035752 -0.016405235603154485
leaf_weight=0.0071120734266397539 0.31682892087519832 0.039797098424969216 0.050083998704543831 0.037305615842342377 0.036839015766149161 0.02463742677669245 0.006548343945354417 1.8637214724476505 0.32146335538709525 1.6673335794148441 0.14318287372589111 0.1580770643777214 0.045908579429485806 0.24592606002624962 0.014456539571256144 0.010216156020760536 0.013904750234360108 0.56832018559986552 0.66032824754159924 0.70076607777034994 1.7295434343989264 0.12627481444926048 0.22934721019208082 0.61106279333489411 1.1250545777520526 61.204756304636305 0.35819807904772494 2.3648235274829195 0.62193004174696387 0.75058804450070216
leaf_count=83 28 16 31 1 219 133 10 34 18 33 3 23 80 28 10 6 14 11 14 50 64 27 31 48 34 3352 11 132 36 53
internal_value=-4.92395e-06 -0.00215625 -0.0312375 -0.00572996 0.0305716 -0.00821798 -0.0615319 -0.000892251 -0.00544516 0.00120037 -0.0187244 0.035128 -0.0399928 -0.0295751 0.020093 -0.0169305 0.0237423 0.000136347 0.00628761 -0.00169336 -1.17567e-05 -0.0136898 -0.0393948 0.000172022 0.00305335 -0.000151935 0.00062492 0.00475291 -0.00547297 -0.000666627
internal_weight=76.0543 4.68651 0.195211 0.145128 0.10533 0.0680248 0.0311858 4.4913 2.62758 2.06019 0.392858 0.249675 0.0915981 0.567389 0.0456895 0.031233 0.0210168 71.3678 1.67792 1.36109 69.6899 0.923942 0.355622 68.766 6.95014 61.8158 5.82508 3.47361 2.35147 3.11541
internal_count=4633 742 410 379 363 362 143 332 298 252 219 216 193 46 113 103 97 3891 92 64 3799 69 58 3730 330 3400 296 196 100 185
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 2 0 0 0 0 0 0 2 0 1 1 1 0 1 0 0 1 0 0 0 0 2 1 0
split_gain=0.0022106 0.0377693 0.0143788 0.0648923 0.0284773 0.0219975 0.0178824 0.0371239 0.0324448 0.0174181 0.0305133 0.0161748 0.0330461 0.0518027 0.0298953 0.0382081 0.0826211 0.0266245 0.0885079 0.0530836 0.0172161 0.035579 0.0118219 0.00893468 0.00715092 0.218417 0.118537 0.0766361 0.0429642 0.051342
threshold=38.911218973650008 39.032633164100012 0.42039160505000012 38.621016321050007 38.621016321050007 0.54088200950000009 37.995872310650007 0.54695967185000016 0.5485614203000001 0.55877069550000014 0.55980359870000018 0.52252926560000013 0.52769378160000013 36.016191615950007 0.5195503128500002 0.37644082515000005 0.36880632320000012 0.36551300860000008 0.50291907430000016 0.36476452800000009 0.48654231910000006 0.47697673720000006 0.3975479776000001 0.47568935060000012 0.52252926560000013 0.52432561900000019 0.51657136015000005 39.955516828000007 0.39995808510000008 0.53499895210000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -4 -7 -8 -9 -10 -11 14 13 -13 15 16 17 18 19 20 21 23 -14 -1 26 -26 -3 -28 29 -27
right_child=1 24 3 -5 -6 6 7 8 9 10 -12 12 22 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.00019796969494433264 0.026804156385331818 4.1082321861046527e-05 0.051062188183413418 0.075374542849500098 -0.019295771927567321 0.0022246916927229558 -0.10454348639906486 0.10042766556492183 -0.10152021287208429 0.083774497496822697 -0.1005478623405234 -0.0029041127371070099 0.0059967855458282013 -0.048479396934073576 0.034178613691052261 -0.035634837551358406 0.056820792710460304 -0.018091274687541681 0.057612560046501941 -0.035604542008518168 0.015422041968347084 -0.044015592051740111 -0.0072657711427927506 0.023766725000968051 0.056008491618795432 -0.0079708451834969232 -0.062340728859776928 -0.0023929061331681629 0.00068259061560853296 -0.061270692825920375
leaf_weight=1.5844170910457607 0.53001260268757633 45.039394998527605 0.083860342402657939 0.12976300944183083 0.93643596009815233 1.1655782271626702 0.050064329057931789 0.024738546460866928 0.024077577225398272 0.021767761209048331 0.01528945827808692 0.62626217356591973 1.4652554166323173 0.41444317308003065 0.28595839052286454 0.27014484752320189 0.26893429888878007 0.70425928404438298 0.27552429772913445 0.39848220835119708 0.8360470949573936 0.18056964117467078 1.2416091574684314 0.17901745066046704 0.71101349598928365 0.7543588245086984 0.50689470896032029 0.36811262084082164 16.627483119174968 0.23766460234264741
leaf_count=231 34 1660 10 16 36 404 2 2 14 2 50 12 36 38 21 37 17 19 5 20 32 15 75 3 62 270 22 43 1370 75
internal_value=-5.33525e-06 0.000218813 -0.00130372 0.00775401 -0.00272332 0.00142025 -0.00177832 -0.0361016 0.00380019 -0.0353007 0.00772484 -0.000945837 -0.00590919 -0.0210537 0.00278669 0.000875682 0.0031035 -0.000370598 0.00324253 -0.00147042 0.00342224 -0.00173845 -8.66041e-05 0.00259058 -5.1236e-07 0.00166923 -0.000667127 -0.0371209 -0.000523567 -0.0207402
internal_weight=75.9574 64.7749 11.1825 1.51514 9.66736 1.38538 1.30152 0.135938 0.0858733 0.0611348 0.0370572 8.73092 3.74757 1.04071 4.98335 4.6974 4.42725 4.15832 3.45406 3.17853 2.78005 1.944 2.70686 1.76343 64.2449 18.3305 45.9144 0.875007 17.6195 0.992023
internal_count=4633 3536 1097 500 597 484 474 70 68 66 52 561 161 50 400 379 342 325 306 301 281 249 111 234 3502 1777 1725 65 1715 345
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 2 0 2 1 2 2 2 0 1 0 2 2 0 1 0 0 1 2 2 0 1 1 0 2
split_gain=0.00250891 0.0186372 0.0139429 0.0123729 0.016488 0.00500689 0.0704858 0.0659899 0.0929875 0.0311589 0.0428702 0.0231707 0.111406 0.0651821 0.141206 0.0239122 0.0364383 0.0196244 0.0121885 0.0130142 0.0872897 0.0373447 0.0505751 0.0122264 0.136623 0.198555 0.0966057 0.0594287 0.171525 0.0474755
threshold=43.735142172100005 43.564719632750005 43.847394126900006 0.39587138110000003 0.3733870243500001 0.47938684470000009 42.580420142950011 0.47709649410000005 42.720329370750001 0.3447651268000001 43.022303514600004 41.835830569250014 41.873095646600007 0.47568935060000012 0.34542378970000004 0.47847369840000004 40.250747516500006 42.876019054300009 0.47961138885000004 0.34491482290000003 0.48320409570000006 0.48077901860000011 0.34521421515000011 41.741384785950011 41.489621506400006 0.49194634890000005 0.37043801085000005 0.34626208795000007 0.48911709230000006 43.118479346150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 6 11 8 -8 10 -10 15 -13 -14 -15 -1 -17 -9 -7 20 -20 22 -21 24 -23 -26 -27 29 -29 -25
right_child=2 -3 3 -5 -6 18 7 17 9 -11 -12 12 13 14 -16 16 -18 -19 19 21 -22 23 -24 27 25 26 -28 28 -30 -31
leaf_value=0.0006694380593184428 0.025942877567795314 -0.014611372888545974 0.022460567324363117 0.0014000351740960679 -0.1018832990036557 0.0084246720784603817 0.082930582790316426 -0.10596286643713862 -0.058842455083631728 -0.10219551668158394 0.040658293376417159 0.10148261532779296 0.04460486074215668 -0.10366967831753562 0.044351020774467904 0.00080818680574080157 -0.029910796591774754 -0.045950450618276212 0.020471673823096476 -0.03457990812462098 -0.010176707646323356 -8.3889810856453795e-05 -0.0019896274627324456 0.01285961507437112 -0.11383909218250005 0.10143163598106547 -0.039370450849138705 -0.058223790103803887 0.00047160403651442298 -0.0081833221097216101
leaf_weight=9.7981820151654997 0.23303679099674202 0.88262417808888827 0.017889948765514974 5.6807437207099403 0.02640168401409615 1.8369458797387768 0.083114215962215576 0.12212802179419668 0.10815989075912547 0.060004645816208679 0.072210973849544113 0.12821994164573858 0.16316893793063969 0.14106749377424421 0.1186578755687151 0.88290423899889059 0.68628889971660101 0.098386502577341162 1.9477839991450303 0.73054983001202289 1.7771641477011142 31.269883648125209 1.3674900616715602 6.1248480938375023 0.2548148753121503 0.083397886017337441 0.1172183389002921 0.52634176496030605 9.2052193092425671 1.2996568370144812
leaf_count=516 24 48 7 1114 43 40 10 21 18 77 41 6 68 39 19 19 29 27 22 13 22 1621 44 136 7 4 80 15 493 10
internal_value=-4.27134e-06 -0.000172205 0.00196554 0.000989543 -0.0516592 1.2486e-05 -0.00180189 -0.0370031 -0.00824729 -0.0397737 -0.0190076 -0.000195178 0.0198296 -0.00492723 -0.0360451 -0.00116602 -0.0126268 -0.0791873 0.0004124 0.000143352 0.0058494 -0.000273576 -0.0133378 0.000287153 -0.000875858 -0.0552524 0.0191622 0.00243781 -0.002703 0.00917606
internal_weight=75.8445 69.8864 5.95807 5.72504 0.0442916 69.0038 12.4625 0.544004 0.32349 0.240376 0.180371 11.9185 0.551114 0.422894 0.259725 11.3674 1.56919 0.220515 56.5413 54.7044 3.72495 50.9794 2.09804 48.8814 31.7253 0.455431 0.200616 17.1561 9.73156 7.4245
internal_count=4633 3445 1188 1164 50 3397 890 194 146 136 59 696 132 126 58 564 48 48 2507 2467 44 2423 57 2366 1712 91 84 654 508 146
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 2 2 1 2 1 0 0 1 2 2 1 0 2 2 2 1 0 2 1 0 0 1 0 1
split_gain=0.00239474 0.0258472 0.0691346 0.0141231 0.0723614 0.02786 0.0517284 0.0731901 0.0917024 0.0195793 0.0148582 0.0138854 0.0378728 0.0135147 0.0607546 0.0376998 0.0265524 0.0978439 0.0198799 0.0288445 0.135426 0.117767 0.165489 0.0456409 0.0167753 0.0579479 0.11064 0.0418457 0.0393508 0.0701075
threshold=41.184662530950007 41.087689990200012 0.3453339720000001 0.56685428580000019 40.722669576350008 0.54695967185000016 38.751720283100006 40.858951393400005 0.44720217960000008 37.572218886150004 0.44512140355000007 0.54353163080000011 0.54191491270000014 0.34527409360000011 41.243661560350013 41.289992964000007 0.34524415440000006 0.48389269780000005 41.600558339100012 42.844429421150004 43.067541470150012 0.34506451900000007 0.47568935060000012 42.580420142950011 0.34569324270000007 0.48654231910000006 0.47961138885000004 0.34566330350000002 0.48271009850000007 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 11 9 8 -8 -7 -6 12 -1 15 -15 -2 17 18 -17 21 -21 22 23 -20 25 26 -16 -28 29 -26
right_child=13 2 -4 4 10 6 7 -9 -10 -11 -12 -13 -14 14 24 16 -18 -19 19 20 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=0.00047827751861904456 0.036001438128407788 -0.009117022991388446 0.036595733254277792 0.002272485360760846 0.10115520360860689 -0.0088588741214406588 -0.10303429746353557 -0.0057544763339065809 -0.020388283595928682 0.016765846419362941 0.037079530162150258 0.0077633782882012064 -0.021990685106626398 -0.052844016809963534 0.0018383890908946557 0.010506296278117812 0.021050227561480901 -0.04492885806292253 0.048225030855019259 0.065808832592492983 -0.00035886507860302929 0.0032187460385588573 -0.092392862392052133 -0.042736154713633914 0.035279325433453072 0.020645395052377471 -0.041557257947466592 -0.012091970947706348 -0.0017932355483126707 0.0010513331664580145
leaf_weight=29.22384654531982 0.32389436283846862 0.64640733276728102 0.67769999351952492 1.3729790398158304 0.08979843952693034 0.51844169920366956 0.20776561262027815 1.0785383774200452 0.37946552376843101 0.70184539731417317 0.060618914209960906 2.4283831839425138 0.76993624761234869 0.23102516127619566 3.121120549504357 2.2414551982035906 0.64351327523741098 0.46039505157386962 0.15403060172003741 0.33247583244731327 4.4413895582740883 1.8590337582427308 0.34643421626515192 0.085939285633713725 0.83190250661119014 0.71070529520511616 1.0882855057025151 0.86512911529280234 17.667995504232362 2.1321021065797394
leaf_count=1100 15 18 38 564 12 53 49 11 41 45 39 47 16 22 95 35 8 28 64 23 255 35 35 16 91 6 51 19 1604 198
internal_value=-5.38728e-06 0.000552507 0.0142795 5.90167e-05 0.00948629 -0.000347729 -0.00976275 -0.0212215 -0.0496289 0.00587913 0.0753324 0.000490348 -9.84976e-05 -0.00057248 -0.00178538 0.00239593 0.00136564 8.88485e-05 0.00227957 -0.000274665 0.00424938 -0.00910629 -0.0481795 0.0156495 -0.00133886 -0.0060977 -0.00984316 -0.0285077 -4.47696e-06 0.010658
internal_weight=75.6926 38.1557 1.32411 36.8316 1.5234 35.3082 2.88606 1.66577 0.587231 1.22029 0.150417 32.4222 29.9938 37.5368 26.6483 10.8886 10.5647 9.92115 9.46076 7.2193 4.77387 2.44544 0.586404 0.23997 26.4172 5.78524 5.07454 1.95341 20.632 2.964
internal_count=4633 2033 56 1977 615 1362 199 101 90 98 51 1163 1116 2600 2086 514 499 491 463 428 278 150 115 80 2064 171 165 70 1893 289
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 0 0 0 0 1 0 1 0 0 0 2 2 1 1 2 0 2 0 2 2 2 0 1 1 1
split_gain=0.00264932 0.0306651 0.121471 0.0840047 0.0622264 0.0914662 0.0786484 0.0526785 0.0515889 0.0495255 0.046113 0.0336065 0.0506911 0.0272246 0.0249853 0.0658722 0.176812 0.0191616 0.024531 0.0187733 0.0288426 0.0200839 0.0150574 0.0144327 0.0732377 0.0648566 0.0563028 0.0350169 0.0867276 0.191784
threshold=0.48185683060000012 0.34584293880000011 0.48119816770000007 40.986363433950011 42.154118731400011 0.48104847160000008 0.48077901860000011 0.47961138885000004 0.47938684470000009 0.35331277505000008 0.48032993025000009 0.34569324270000007 0.48149755995000004 0.48119816770000007 0.48271009850000007 41.289992964000007 41.641174900500005 0.34494476210000008 0.3453339720000001 43.321682097200004 0.47880302985000006 48.109449608500007 0.48265022005000008 41.243661560350013 41.32819714970001 41.11191809080001 0.5485614203000001 0.35986946500000005 0.34614233110000009 0.34626208795000007
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 6 8 19 -5 -3 -11 12 13 -1 15 -2 -17 -16 -19 -6 21 -21 -18 25 -25 27 -27 28 -20 -30
right_child=14 2 -4 4 7 -7 -8 -9 -10 10 -12 -13 -14 -15 17 16 22 18 23 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00060584969168410679 -0.011228837229608934 -0.10769648452330463 -0.06510116274703584 0.075696959484003512 -0.04942976090693596 -0.0033429943257948583 0.10736336316701196 -0.10309396769630196 -0.043742527504877372 0.072165371384465424 -0.10193546932529662 0.015761726518359175 -0.025085152819960502 0.01772203310248897 -0.0090102381844518152 0.067152059936310668 -0.011163132540198895 0.015986426857695673 -0.00063579876563450439 -0.051130835974618608 0.10030678102937324 0.049864788686980993 0.011246700109858945 -0.026795095204698222 -0.00052109579483854487 0.070806002422980296 0.0035329773649633678 -0.00070070310298490305 -0.016352350981438109 0.069004607518579897
leaf_weight=21.63674656534436 0.97098904464189617 0.10390804232422379 0.36295125535065142 0.065321598974151129 0.057068289575533671 0.48913512378931046 0.18778908252716064 0.074814944717218168 0.081011329311877489 0.03895485526477882 0.024961625101695972 1.2906541525362616 0.82995606353506346 0.84200928442896739 2.3044624595786436 0.56818934902548779 0.63246837630867936 0.9801926325308149 2.3360158423893256 0.04936203592410493 0.032618645578622818 0.03275560075417161 0.57008037972263992 1.1300258200236637 17.348008641681329 0.24978674342855711 0.24785283016785797 20.931493926474879 0.44992576539516427 0.63436543695570435
leaf_count=1046 13 15 8 25 40 2 1 7 21 46 7 34 12 9 29 9 5 28 17 93 4 3 59 46 1587 30 16 1365 2 54
internal_value=-5.60644e-06 -0.000818341 -0.0142301 0.00068768 0.0110059 0.0242057 0.0645353 -0.0330572 0.0095741 -0.0650907 0.00417289 5.43454e-05 -0.000815406 8.06762e-05 0.000425842 0.00970308 0.0211812 -0.000119845 0.000342548 -0.00255856 0.0207546 -0.0108451 -0.000539525 -1.13616e-05 -0.00212788 0.00156248 0.0373002 0.000832168 0.010213 0.0335858
internal_weight=75.5539 26.2 1.60065 1.2377 1.06988 0.823257 0.334122 0.24662 0.146333 0.167825 0.0639165 24.5994 23.3087 22.4788 49.3539 2.74173 1.77074 46.6121 44.3077 0.171805 0.114736 0.0821176 1.20255 43.3275 18.478 24.8494 0.49764 24.3518 3.42031 1.08429
internal_count=4633 1373 272 264 196 49 47 147 46 68 53 1101 1067 1055 3260 86 73 3174 3145 140 100 96 64 3117 1633 1484 46 1438 73 56
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 1 0 0 1 0 2 2 2 1 2 2 1 0 0 0 0 2 2 1 1 2 2 2 2
split_gain=0.00315781 0.0654903 0.0514738 0.106536 0.0991533 0.157927 0.0462559 0.117085 0.174203 0.0364898 0.0300907 0.0845563 0.187089 0.0660947 0.0446557 0.0855603 0.134407 0.137478 0.0659302 0.0343712 0.0304241 0.0249052 0.067701 0.0627227 0.0301242 0.115091 0.0838322 0.0666385 0.216216 0.0366816
threshold=0.39019789825000006 0.38906020780000011 0.52324780695000006 0.39048232090000007 37.500638522700008 39.065416244600009 0.39078171310000004 0.5218855723000001 0.5116313883000001 0.38723391515000005 0.51017933595000009 40.099856909850011 42.670715716450012 43.426369480700011 0.36880632320000012 40.986363433950011 41.873095646600007 0.37227927305000003 0.50386215985000016 0.53312775065000018 0.50218556330000019 0.53146612375000013 42.371983470600007 43.968221017800005 0.39431454150000006 0.39563186730000005 36.016191615950007 38.238138001450004 38.324118171300007 36.654713368950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -5 -6 -7 8 -8 10 14 -12 -13 -14 20 18 -17 -18 -16 -15 -1 22 24 -24 26 -26 -4 -28 -29 -27
right_child=2 -3 21 4 5 6 7 -9 -10 -11 11 12 13 19 15 16 17 -19 -20 -21 -22 -23 23 -25 25 29 27 28 -30 -31
leaf_value=-1.8822109008537078e-05 0.062363997691377439 -0.034249853410004256 0.0085916650628661134 0.074900193623106237 -0.10833589024017776 0.050792607644072799 -0.10367527466034293 -0.11224709295831532 0.09750749840823987 0.025786356206932232 0.0058350570410847825 -0.069372971801401603 0.062866021317498549 -0.10150873635728522 0.012528772347222099 -0.082590449249195355 0.093933117940874986 -0.038077040049559939 0.071615028649798393 0.024458878172891683 -0.019892679047849873 0.00079379721138997167 -0.10606144193566705 0.055890558395206957 0.053451667837904615 -0.0011417129106514889 -0.10328282314898503 0.10318822399664017 -0.10187655532618628 -0.10113835687419417
leaf_weight=46.631683126896043 0.41152918821263151 0.56662383969523844 0.5657129660612561 0.13926945137336588 0.14820534325394519 0.1753867594525218 0.065450759017078752 0.085346202289663831 0.12569999331375925 0.54024662364827136 1.0921629276999727 0.56617782918419823 0.19419207421015017 0.045892429377431654 0.40842284183599875 0.17976043272824427 0.15267627593129873 0.16323475990793668 0.35126763877633493 0.041023925958143082 0.78322605570792703 21.074282501011876 0.12524018106310553 0.029557926950525726 0.28587154718115926 0.067793459795211675 0.1526258699329901 0.088022612035274506 0.12363703905430157 0.079941680094862022
leaf_count=1781 10 32 5 12 14 8 55 12 14 32 47 28 9 53 17 11 20 25 31 6 39 1985 75 145 13 11 22 1 53 67
internal_value=-1.25024e-06 -0.000439571 0.00095347 0.0215829 -0.00111596 -0.0187579 0.0106212 -0.0148602 0.0286217 -6.50311e-05 -0.000340988 -0.0125559 -0.0362622 0.030426 0.000145762 0.0187615 -0.0135586 0.025722 0.0398492 -0.0420529 -0.00034711 -9.7409e-05 -0.0124667 -0.0751375 -0.0053522 0.0164152 -0.0155011 -0.0529158 -0.0165965 -0.0552514
internal_weight=75.4602 51.7166 23.7436 1.15089 0.739359 0.600089 0.451884 0.276497 0.191151 51.15 50.6097 1.93945 0.847286 0.281108 48.6703 1.25536 0.495671 0.315911 0.75969 0.0869164 47.4149 22.5927 1.5184 0.154798 1.36361 0.433607 0.929998 0.364286 0.21166 0.147735
internal_count=4633 2131 2502 125 115 103 89 81 69 2099 2067 143 96 68 1924 104 56 45 48 59 1820 2377 392 220 172 91 81 76 54 78
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 2 0 1 0 2 2 1 2 0 1 0 2 2 1 1 1 2 2 2 1 2 1 2 2
split_gain=0.00253537 0.0534917 0.044264 0.0894767 0.0855693 0.141826 0.0420157 0.154127 0.0297736 0.0256618 0.0598427 0.051116 0.0365714 0.0391634 0.0590204 0.025526 0.0214036 0.0607575 0.0567739 0.0296865 0.0254606 0.0973428 0.0763418 0.060059 0.195167 0.0353205 0.0170537 0.0153873 0.0485971 0.13556
threshold=0.39019789825000006 0.38906020780000011 0.52324780695000006 0.39048232090000007 37.500638522700008 39.065416244600009 39.525197829750006 0.5116313883000001 0.38723391515000005 0.51657136015000005 36.654713368950006 38.911218973650008 0.38334181610000007 39.683197198900011 0.52468488970000016 0.37820723930000005 0.53146612375000013 42.371983470600007 43.968221017800005 0.39500314360000005 0.39431454150000006 0.39563186730000005 36.016191615950007 38.238138001450004 38.324118171300007 0.3975479776000001 44.279556297950009 0.35986946500000005 38.621016321050007 41.444941515100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -5 -6 -7 -8 9 15 -11 -12 13 -13 -15 27 17 20 -19 -18 22 -22 -4 -24 -25 -23 -20 -1 -29 -30
right_child=2 -3 16 4 5 6 7 -9 -10 10 11 12 -14 14 -16 -17 19 18 26 -21 21 25 23 24 -26 -27 -28 28 29 -31
leaf_value=0.00024006297690963983 0.058475714183829568 -0.031065148524650935 0.0077721407267504752 0.071154150801310503 -0.10749651572485847 -0.026904345599095065 -0.10331877468263378 0.081624484371032063 0.023373596531464855 0.0052434214553605295 -0.1045163819332538 0.056645488061714128 -0.066222657509271643 -0.10403019100570164 0.02797542379399422 0.017924058969708584 0.042230743394578836 -0.10548598487114458 0.091037111659809988 0.00037526323719974262 0.049514224742486929 -0.00059078849900862356 -0.10296393268021185 0.10287563782838988 -0.10169803751769826 -0.10104408278380297 -0.10004754501417133 0.0016629481368903257 -0.049008981877831037 0.019119522155721179
leaf_weight=45.044248899350301 0.39585000831721318 0.56247427972812047 0.56297868480033286 0.13231342780727573 0.13509533023351139 0.17744669131934643 0.059416227650004316 0.18650731142739874 0.5366157648168145 0.58510609541553893 0.10451218238449655 0.079025558428838849 0.13198549127628212 0.061890623367162334 0.074811156209648288 0.78369705569730186 0.17084017784691141 0.11390870638001604 0.022813258226960897 20.895827236485527 0.27816634066402912 0.067508888513884813 0.13850752316761827 0.079875826835632324 0.11205780447471625 0.072692448724410497 0.0058728756543446883 2.4499356315246024 0.75589959088020431 0.47596018731225398
leaf_count=1623 10 32 5 12 14 6 55 28 32 12 7 4 13 31 16 40 35 75 6 1950 13 29 22 1 53 49 139 84 71 166
internal_value=-2.69443e-06 -0.000395126 0.000855822 0.0205688 -0.00115372 -0.0182851 0.0101818 0.0369414 -5.7423e-05 -0.00030617 -0.0158724 -0.0431928 -0.0247607 0.000606422 -0.031789 1.99732e-05 -9.53192e-05 -0.0118283 -0.0738209 0.00071469 -0.0050895 0.0152693 -0.014623 -0.0527781 -0.0165619 -0.0526744 0.0519166 -0.000267991 -0.00648369 -0.0226858
internal_weight=75.2538 51.6462 23.6077 1.08663 0.690779 0.558466 0.42337 0.245924 51.0837 50.5471 1.03733 0.452225 0.347713 0.215727 0.136702 49.5097 22.521 1.45438 0.142595 21.0667 1.31179 0.418368 0.89342 0.330441 0.191934 0.140201 0.0286861 48.726 3.6818 1.23186
internal_count=4633 2131 2502 125 115 103 89 83 2099 2067 83 71 64 51 47 1984 2377 392 220 1985 172 91 81 76 54 78 145 1944 321 237
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=2 1 0 2 0 1 1 0 1 0 1 0 0 0 2 2 0 2 1 2 2 2 0 1 2 2 0 0 1 0
split_gain=0.00273734 0.0151314 0.0721099 0.0565115 0.0374378 0.0314175 0.0259272 0.0168404 0.171354 0.0711103 0.0298015 0.0122684 0.00958354 0.0147193 0.00642458 0.0160408 0.0355541 0.0253655 0.0126935 0.00846835 0.0416798 0.020061 0.0166651 0.084796 0.06176 0.0364486 0.0287146 0.0113272 0.132672 0.0319503
threshold=37.232443001650005 0.39078171310000004 0.52863686715000002 36.558960102350007 0.54353163080000011 0.38334181610000007 0.36618664115000005 0.49877249185000011 0.36510882910000009 0.49194634890000005 0.34007963835000005 0.4560492201000001 0.4413939702500001 0.41973294215000007 37.765550062200006 38.060777288450005 0.47568935060000012 37.892416320650007 0.42307116555000007 39.476991512000005 39.525197829750006 39.262923716450011 0.51657136015000005 0.39048232090000007 38.621016321050007 38.983591653800012 0.53499895210000015 0.54191491270000014 0.42111014640000005 0.55980359870000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 7 8 9 10 11 12 13 -1 18 16 -16 -18 -2 21 -21 22 24 -24 -17 -26 -25 -28 -29 -30
right_child=14 2 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 15 19 17 -19 -20 20 -22 -23 23 26 25 -27 27 28 29 -31
leaf_value=-0.10024798262641976 0.012628155471286255 -0.10157119098359663 0.05925725571088291 -0.088047964950668467 -0.0058314668137091387 0.016038940422017114 -0.019825435882914792 0.0054132949516328393 -0.11115826618512958 0.074795822721651972 -0.099095342634070049 0.10007359444667402 -0.10054632726901072 0.084845818489449623 0.0020423201023369287 0.0062687600750050395 -0.0010251732775124558 -0.058864947692592533 -0.0059132741589859256 -0.031975249447455438 1.4151478746487261e-05 0.014774100323533447 0.04438197060303363 -0.026809884547326347 -0.055624452653615708 -0.0092855281202747567 0.0072882397020788683 -0.1034356878918401 0.042900639410265395 -0.0025633938048399496
leaf_weight=0.0064430181891171117 1.0858559245341357 0.08578928648330475 0.10692294986802153 0.072198861420193161 0.50924893302065521 0.94331955432426173 0.83546642024884921 1.6491959960148959 0.12832808122038841 0.14735813724109903 0.042663918655022913 0.013069231261397363 0.0092577737523242831 0.01289534444003948 0.56686982600968416 1.3093977522107767 0.11548091232432967 0.22077546972172346 0.55946855936694095 0.41005481739102734 60.598880126722349 1.2829293557542767 0.47426395665388588 0.37783169475278588 0.31732608551101282 0.36496746863485896 1.8129066579276698 0.12269132176879771 0.19784358087781584 0.70678562385611343
leaf_count=83 46 31 20 69 311 33 26 33 3 23 80 10 6 14 11 40 27 31 46 31 3352 51 17 42 23 22 15 11 22 104
internal_value=-5.63149e-06 -0.00237956 -0.0151188 -0.00434456 0.00546324 0.000223987 -0.00502039 0.00113582 -0.0184589 0.0328859 -0.0403481 0.019807 -0.0168771 0.0231776 0.000147936 4.2123e-07 -0.0132391 -0.039001 0.00632341 0.000176321 -0.000200857 0.00347924 0.000929893 0.00490673 -0.00644262 -0.0308372 -0.000910966 0.00253433 -0.00585486 0.00737965
internal_weight=75.0865 4.56216 0.77416 0.688371 0.616172 3.788 2.84468 2.00921 0.360016 0.231687 0.0843293 0.0416654 0.0285961 0.0193384 70.5243 68.879 0.903126 0.336256 1.64532 67.9759 61.0089 6.96694 5.68401 3.69232 1.99169 0.682294 3.21806 2.84023 1.02732 0.904629
internal_count=4633 742 431 400 331 311 278 252 219 216 193 113 103 97 3891 3799 69 58 92 3730 3383 347 296 211 85 45 194 152 137 126
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 2 2 0 0 2 1 0 0 1 0 2 0 0 0 0 1 0 2 1 2 0 1 1 2
split_gain=0.00260913 0.0227313 0.0174926 0.0351385 0.0399481 0.0368881 0.0384567 0.0227998 0.0113717 0.0162492 0.0357605 0.0204359 0.0168103 0.0153597 0.019557 0.01197 0.0320654 0.0295046 0.0106176 0.0114705 0.0485176 0.021547 0.075262 0.0107552 0.0268244 0.0137493 0.00893533 0.00719207 0.00669046 0.0279188
threshold=38.751720283100006 38.621016321050007 39.427119987250002 0.41808628485000005 0.43593006200000012 0.52252926560000013 39.262923716450011 39.525197829750006 0.50218556330000019 0.52769378160000013 36.859113051050009 0.38772791230000009 0.52925062125000011 0.5218855723000001 0.36551300860000008 0.48654231910000006 36.257608591500009 0.47697673720000006 0.53998383280000006 0.54284302865000023 0.54413041525000005 0.40437412050000004 0.54695967185000016 38.396531328800009 0.44765126795000004 34.214889417600013 0.47568935060000012 0.34548366815000003 0.34614233110000009 40.148327922700012
decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 27 -4 15 10 13 -12 -11 14 -10 17 -17 26 -14 -20 -21 -22 -23 24 25 -24 -1 -2 29 -9
right_child=2 -3 7 4 -6 -7 -8 28 9 12 11 -13 18 -15 -16 16 -18 -19 19 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00026657329916579162 -0.0038040083371194467 -0.032130685617765685 -0.019812371122193487 -0.045252593846247892 0.0019751218458814558 0.027605339743194863 0.018114106858808147 -0.010370831423871204 0.027908426802628797 0.02376943957815101 -0.042194810606936112 -0.011448260981152918 -0.012762690099960042 -0.010731285787180533 -0.0068204391554410023 -0.00095470064740085618 0.026818070503004637 -0.040743539256204733 0.0090685338379556564 -0.087747480990848559 0.008370448626684391 -0.10271628820476504 0.046708676616171507 0.03998374778025357 -0.00018080862976753092 -0.10104142155020708 0.023624285431939174 -0.023067425622297522 0.0011947050303711577 -4.8484618677504733e-05
leaf_weight=1.575267926235582 0.42929059841480899 0.23662501517537826 0.58570301888766962 0.23406448544119474 0.76273767408343929 1.0406713764823505 0.86243811410304261 2.8622688677542127 0.33315209951251767 0.28535472131625272 0.41309511600411486 0.45347560645319618 0.67510115780589819 0.65129730008629849 0.31591292360826628 1.0971078401053089 0.66934829248930316 0.17693487683729348 1.1342545483348658 0.066181072848848888 1.09451138228178 0.08417203360363601 0.0074589412265289026 0.054900241141542239 0.57300954869437926 0.040478181692609638 0.17382206767797459 0.35334016647539102 26.749919680735289 30.986332009354339
leaf_count=235 24 17 48 20 65 25 16 50 7 20 23 41 50 19 36 42 31 15 13 6 6 13 44 24 339 78 3 21 2224 1078
internal_value=-7.0744e-06 -0.00150119 0.000225829 0.00691945 -0.00911467 0.0128705 0.00354917 -0.000177045 -0.000767235 -0.00338982 -0.0103686 -0.0261052 0.000376316 0.000118297 0.0110052 0.00362379 0.009569 -0.00182887 -0.00141329 0.00109476 -0.00361406 -0.000611665 -0.0135469 -0.00244148 -0.00619245 -0.0780517 0.00210767 -0.012501 1.27362e-05 -0.000921352
internal_weight=74.9782 10.1115 64.8668 3.68254 0.996802 2.68574 1.64507 61.1842 9.87484 6.18235 2.16693 0.866571 4.01542 1.30036 0.649065 3.69248 1.76646 1.92602 3.73007 3.05497 1.92071 1.85453 0.760019 0.675847 0.620947 0.0479371 1.74909 0.782631 60.5985 33.8486
internal_count=4633 1062 3571 171 85 86 61 3400 1045 719 126 64 593 62 43 326 73 253 573 523 510 504 498 485 461 122 238 45 3352 1128
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 1 1 1 0 0 0 0 2 1 2 1 2 2 2 2 1 1 2 1 1 0 2 2 1
split_gain=0.00323059 0.0241902 0.178118 0.114502 0.0543629 0.21549 0.0864572 0.0940295 0.0596459 0.0394787 0.0589851 0.0360547 0.0512223 0.0217888 0.0596101 0.0208526 0.0107095 0.0135673 0.00704622 0.0774372 0.0055211 0.0122095 0.0176589 0.0249463 0.0202471 0.0663515 0.065785 0.0759275 0.0951637 0.0193245
threshold=37.041406607950009 36.558960102350007 0.50035927070000008 0.50452082270000009 0.50035927070000008 0.49877249185000011 0.37977904855000005 0.36510882910000009 0.36476452800000009 0.52889135055000014 0.53017873715000008 0.50452082270000009 0.5218855723000001 35.887362732750006 0.39736834230000012 35.476804824450006 0.34007963835000005 35.119813570500007 35.771221912400001 35.119813570500007 40.621691032550004 0.41808628485000005 0.4373072662500001 40.00488309970001 0.41917906650000009 0.42209814075000007 0.54284302865000023 38.983591653800012 38.621016321050007 0.44922307715000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 8 15 -5 -11 -6 -13 18 -15 16 17 -1 19 -14 21 -2 23 24 -23 -26 -27 28 -28 -24
right_child=20 2 3 9 11 -7 -8 -9 -10 10 -12 12 13 14 -16 -17 -18 -19 -20 -21 -22 22 29 -25 25 26 27 -29 -30 -31
leaf_value=0.05298078963278241 0.0024637481741067047 -0.089280495881618349 0.04440861803227359 -0.10314951755674594 -0.023908410692663723 0.10083448939609455 0.10166874376898526 -0.096376875635546214 0.10031668854027249 0.10109425778300958 -0.075905842488045952 0.038104061632301435 0.00047108924507894819 -0.10268069263806037 0.04680376949773745 0.08017635166632503 -0.093505109835461342 -0.1005223325270807 0.0073213842875867689 -0.10498242286655034 -0.00050752923722022474 -0.012970152161804785 0.035876101901469573 -0.024393312892529349 0.036594705965937654 0.0088065952524886467 -0.078901989210364121 -0.1056546558284593 0.076261101310587387 0.0011842456923637304
leaf_weight=0.014344984771531989 20.053155396134219 0.24465427831029263 0.37154500558972359 0.085153951768916158 0.72955607241601717 0.2417179959375062 0.047459091991186142 0.15581145239411853 0.053129214327782393 0.031475372612476349 0.046854643253722461 0.32943298747341088 1.0662929435546344 0.071683706453768647 0.042487888113509342 0.01247952884540382 0.039168089846856401 0.0096186097944155335 0.55508491810178373 0.074500304838725273 45.322233447347081 1.0987812803796275 0.17445332929207813 0.69993479928234581 0.44941288605332352 0.57539291959255934 0.080688448566547777 0.13182041345862672 0.077484650537371635 2.0170691996987582
leaf_count=79 590 21 7 11 12 11 1 7 7 1 52 33 263 11 54 48 51 4 5 27 2906 14 24 20 21 5 43 24 3 278
internal_value=-6.94791e-06 -0.00269389 -0.0185988 0.013722 0.000908098 0.0290085 -0.0232839 -0.0441241 0.0191161 -0.0560186 -0.00478184 -0.00471121 0.00183497 -0.00476609 -0.0470515 -0.0379405 -0.0612892 -0.00863295 -0.00191931 -0.00641563 0.00015357 0.00133514 -0.00293102 -0.00777146 -0.00295115 0.00542176 -0.010767 -0.0496041 -0.00289186 0.00394585
internal_weight=74.9029 4.22245 0.779683 0.535029 3.44277 0.573729 0.332011 0.284552 0.12874 0.163484 0.07833 2.86904 2.13948 1.81005 0.114172 0.0756112 0.0631317 0.0239636 1.69588 1.14079 70.6804 25.3582 5.30504 3.11352 2.41358 1.3148 0.865386 0.289994 0.158173 2.19152
internal_count=4633 705 92 71 613 208 197 196 189 64 53 405 393 360 65 182 134 83 295 290 3928 1022 432 130 110 96 75 70 46 302
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 1 1 1 0 0 2 0 1 2 0 1 2 2 2 0 1 1 1 2 0 0 0 0 2
split_gain=0.00269206 0.0207845 0.153192 0.0978335 0.0481917 0.194448 0.0771905 0.0820869 0.0537488 0.0362748 0.0520927 0.0328653 0.192835 0.0993623 0.018242 0.0126661 0.00965537 0.0119919 0.00446998 0.0111895 0.0982612 0.155252 0.0635797 0.0942377 0.0279483 0.0261258 0.0279401 0.0425044 0.0140472 0.0109058
threshold=37.041406607950009 36.558960102350007 0.50035927070000008 0.50452082270000009 0.50035927070000008 0.49877249185000011 0.37977904855000005 0.36510882910000009 0.36476452800000009 0.52889135055000014 0.53017873715000008 35.119813570500007 0.50730517050000012 0.38906020780000011 35.476804824450006 0.54413041525000005 0.34007963835000005 35.119813570500007 40.621691032550004 40.94178426300001 0.48320409570000006 0.34548366815000003 0.34524415440000006 0.34506451900000007 40.986363433950011 0.50947576420000018 0.54088200950000009 0.54504356155000011 0.56300709560000006 40.148327922700012
decision_type=2 2 2 2 2 2 2 2 2 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 14 -5 -11 15 -13 -14 16 -6 17 -1 29 20 21 22 23 -20 -21 -22 -27 -28 -29 -2
right_child=18 2 3 9 11 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18 -19 19 24 25 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.049062600342565002 -0.00033932853411992967 -0.085130460043036538 0.040809530771757287 -0.10284580293297425 0.014568924431316913 0.100581826278749 0.10150741272134939 -0.093347453651591333 0.10028648985736006 0.10098903945010947 -0.07217291049078399 -0.096037922620670596 0.075488687565194335 -0.011521002444253603 0.077094413385643296 -0.002839270512038685 -0.091628273410282277 -0.10047248243737038 -0.09160092021517581 0.029284962960953117 0.013242272679331491 -0.0019083878302854906 -0.13232657810935664 0.066778971300730849 -0.00014531970318942789 -0.021606344626310503 0.022981232215275392 -0.01887778316600543 0.001430459729324898 0.0039967503364497043
leaf_weight=0.013962536149501527 16.316332017337892 0.23161572473937742 0.36428153142333031 0.077266432849683042 0.7178843449792115 0.21923758126285975 0.043007537722587585 0.14532957362825982 0.048087040893733501 0.028508257120847702 0.044477321875180831 0.24505313346162416 0.16010391758754849 0.72815690352735096 0.011720696584461621 1.0004057713470804 0.036130775427169436 0.0087073766626417637 0.1329135990577005 0.32529405936565936 1.3255468140182527 0.55635381854591515 0.16397075727581978 0.052371625028058588 40.084800854837454 0.67000949703651747 0.65155787859112058 0.63884085509926058 0.7295736903066441 8.9999689531577918
leaf_count=79 808 21 7 11 38 11 1 7 7 1 52 9 9 100 48 249 51 4 12 17 14 11 3 59 2707 13 7 11 52 214
internal_value=-7.21474e-06 -0.00249073 -0.0175956 0.012805 0.000845922 0.0286524 -0.0227236 -0.0429665 0.0187648 -0.0550912 -0.00453564 -0.00428498 -0.0175039 0.004162 -0.0368231 0.0044337 -0.0595302 -0.00837292 0.000137757 -0.00045668 -0.00495881 -0.0347138 -0.0869717 -0.0468342 9.15888e-05 0.00175173 -0.00391048 0.0019591 -0.00805039 0.00120215
internal_weight=74.7715 4.12394 0.746149 0.514534 3.37779 0.526183 0.306946 0.263938 0.118608 0.150252 0.0729856 2.8516 1.13331 0.888261 0.0705214 1.71829 0.0588007 0.0226699 70.6475 45.3312 4.92114 0.90561 0.349256 0.185285 40.4101 4.01553 2.68998 2.01997 1.36841 25.3163
internal_count=4633 705 92 71 613 208 197 196 189 64 53 405 118 109 182 287 134 83 3928 2906 182 85 74 71 2724 97 83 70 63 1022
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 1 0 2 2 2 2 2 1 2 2 1 0 0 0 0 0 2 2 0 1 0 0 1 2
split_gain=0.00241388 0.0510576 0.0426366 0.0815134 0.103227 0.123324 0.0211918 0.0209629 0.0741793 0.163334 0.125842 0.253067 0.0499157 0.0450099 0.0816529 0.127318 0.141639 0.0572059 0.0339036 0.0334382 0.0236175 0.019938 0.0588345 0.075339 0.113258 0.0579065 0.0669842 0.0517402 0.0382918 0.0325029
threshold=0.39019789825000006 0.38906020780000011 0.52324780695000006 0.39078171310000004 0.5218855723000001 0.5116313883000001 0.38723391515000005 0.51017933595000009 40.099856909850011 40.330620469300008 40.767054867700004 42.670715716450012 43.426369480700011 0.36880632320000012 40.986363433950011 41.600558339100012 0.37227927305000003 0.50386215985000016 0.53312775065000018 0.50218556330000019 0.52401125715000008 0.53634621715000008 43.61821939175001 41.404176814550006 0.52468488970000016 0.39563186730000005 0.52688542260000015 0.53499895210000015 0.3975479776000001 44.279556297950009
decision_type=2 2 2 2 2 2 2 2 2 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 13 20 -10 -11 -12 -13 19 17 -16 -17 -15 -14 -1 -9 22 23 25 -25 26 -4 28 -27 -24
right_child=2 -3 21 4 -6 -7 -8 8 9 10 11 12 18 14 15 16 -18 -19 -20 -21 -22 -23 29 24 -26 27 -28 -29 -30 -31
leaf_value=-2.048249772574277e-05 0.037515635971076898 -0.030943828342971991 -0.01123255364677371 -0.10297361128400657 -0.10879357627664162 0.078555043339232786 0.020004026671647881 0.022056298340954919 -0.1260911651399676 0.066213077297838083 -0.11288880655123844 0.059071973973174777 -0.10122493167255918 0.013776808066372713 -0.089005865062602343 0.093029391047177626 -0.039832191414773808 0.069969044507425249 0.028038069447307037 -0.021287256598858773 -0.0078624221873963701 0.00092350175924067821 0.083823446938255164 0.062983800109891505 -0.10445813532796309 -0.0083229063943027239 0.040630185725052816 -0.012538670264454703 -0.10136790642241456 0.0022622728866151707
leaf_weight=46.386239997010243 0.75876887072718446 0.54121290837065217 0.67235511116246349 0.055185817763360845 0.097372339206526659 0.11628073450697229 0.52072006707021401 0.51644145394675323 0.1541281977406469 0.15753277436670032 0.2310372503045528 0.18409222605987452 0.039631850755938558 0.3839342909050163 0.15057572626392357 0.15088964565075003 0.17136740096907488 0.34304865382728167 0.041577519910788396 0.75130636252288141 0.53943919530138373 20.058047413343122 0.098787866023485438 0.051902916049584635 0.18221504274563927 0.065261106543857639 0.39554162655258551 0.56995191052556038 0.13725152265294582 0.096675909615417055
leaf_count=1781 23 32 48 63 17 22 32 37 5 8 15 9 53 17 7 21 28 31 6 39 10 1908 37 4 93 24 21 8 74 160
internal_value=-7.7882e-06 -0.000391696 0.00083485 0.0207511 -0.0265651 0.0201308 -6.56987e-05 -0.000273875 -0.0106803 -0.0334855 -0.0116568 -0.0363719 0.0302626 0.000127395 0.019254 -0.0130932 0.0223773 0.0402928 -0.0350449 -0.000359445 0.00677111 -8.17605e-05 -0.00896463 -0.0139064 -0.067337 -0.00710938 0.00797705 -0.0279657 -0.0713835 0.0434835
internal_weight=74.6188 51.2632 23.3556 1.02761 0.268839 0.171467 50.722 50.2012 1.86388 0.808 0.653872 0.496339 0.265302 48.3374 1.19982 0.472833 0.322257 0.726983 0.0812094 47.1375 1.05588 22.328 2.26994 2.07448 0.234118 1.84036 1.0679 0.772465 0.202513 0.195464
internal_count=4633 2131 2502 125 102 85 2099 2067 143 96 91 83 68 1924 104 56 49 48 59 1820 47 2377 469 272 97 175 69 106 98 197
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 0 1 0 0 1 1 0 0 0 0 2 2 1 0 1 1 2 0 2 0 0 2 2 0
split_gain=0.00244072 0.0213024 0.0150548 0.0341435 0.021026 0.0613057 0.0247097 0.0337854 0.0372459 0.0112293 0.0183549 0.0392896 0.0237146 0.0218314 0.0497597 0.0132667 0.040067 0.0129247 0.0083458 0.00732728 0.0343025 0.057931 0.0405306 0.0729307 0.0980316 0.0382715 0.115611 0.0380842 0.131307 0.0352632
threshold=38.751720283100006 38.621016321050007 39.476991512000005 39.525197829750006 0.39048232090000007 0.48032993025000009 0.53938504835000012 0.42039160505000012 0.56859076075000015 0.50218556330000019 0.36880632320000012 0.37407562650000009 0.5195503128500002 0.52252926560000013 0.52366695610000014 0.47604862130000009 37.041406607950009 35.476804824450006 0.34377713240000007 0.53938504835000012 0.41917906650000009 0.41997245590000004 40.574766824850009 0.54585192060000021 40.371455563000005 0.54504356155000011 0.54585192060000021 40.542362378300005 42.055256506450007 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -4 5 -2 -6 -8 -9 15 -11 -12 -13 -14 -15 18 17 -17 -1 -5 27 -22 23 -23 29 -24 -27 -21 -29 -25
right_child=2 -3 3 19 6 -7 7 8 -10 10 11 12 13 14 -16 16 -18 -19 -20 20 21 22 25 24 -26 26 -28 28 -30 -31
leaf_value=0.0027177763308204993 -0.0030539275981868379 -0.031437328957702439 -0.02913280881033219 0.00051936271027951792 -0.014282108976726732 0.03422227998068688 0.039201782614676245 -0.028624486454041555 0.01331728764528683 -0.022147044058760806 0.050727104868995648 -0.030934471832883243 0.027412297629649408 -0.041063936659188525 -0.00033316136876212392 0.008933595314321011 0.035680084365531689 -0.010537374349825442 -0.011880331917055731 -0.0045192558927082795 0.044559065218978053 -0.077153029596908007 0.020546724209253252 0.10202457742984786 -0.10709830808756426 -0.10394114390586993 0.00045975044832226449 -0.10745250416782642 -0.009064212604449895 0.010864809238900323
leaf_weight=1.0413469602277741 0.94927145391193268 0.23172793541016368 0.40427312427072948 50.293583690710676 0.80222494981717352 0.82433704568484245 0.27444856613874413 0.31698684568982571 0.63764558996038545 0.47933967597782601 0.13908534974325437 0.28973758603001432 0.24804436384874851 0.32091010100702977 4.5896875460060942 0.87389711368631118 0.44530549726914603 0.55897352937608957 0.62769021550019721 2.1672073308436643 0.29715763125568617 0.18789749150164414 0.90935228381567856 0.05717812106013298 0.06287041623697931 0.10822078865021456 5.3367452020917865 0.17210139637609234 0.64033499204062849 0.1645624039533633
leaf_count=149 31 17 31 2118 25 38 8 32 54 13 10 36 20 15 625 35 32 22 88 22 9 11 39 1 17 6 900 17 99 113
internal_value=-9.83964e-06 -0.00147651 0.000213675 -0.000168194 0.00631584 0.0142713 -0.000630366 0.00828017 -0.000609529 -0.000754363 -0.00336766 -0.0017566 -0.0030964 -0.00153286 -0.00299494 0.00371516 0.00948019 0.00133782 -0.00277227 2.5683e-05 -0.00243174 0.00133655 -0.000544832 -0.0288009 0.00312074 0.00155629 -0.00161526 -0.0114413 -0.0299062 0.0343713
internal_weight=74.4521 9.84575 64.6064 60.8015 3.80491 1.77361 2.03131 1.22908 0.954632 9.61402 6.0668 5.58746 5.44838 5.15864 4.9106 3.54721 1.87818 1.43287 1.66904 60.3972 10.1036 7.12398 6.82683 0.472508 0.284611 6.35432 5.44497 2.97964 0.812436 0.221741
internal_count=4633 1062 3571 3383 188 69 119 94 86 1045 719 706 696 660 640 326 89 57 237 3352 1234 1096 1087 142 131 945 906 138 116 114
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 0 2 2 1 1 2 2 0 2 1 2 0 0 0 0 0 0 2 0 0 2 0 0 2 0
split_gain=0.00300099 0.0647435 0.111713 0.156728 0.0461137 0.044399 0.104401 0.125051 0.0282953 0.0829357 0.122854 0.109387 0.0568891 0.0839427 0.0207182 0.182428 0.196307 0.123232 0.108372 0.0856102 0.0338376 0.0203468 0.0611307 0.0462546 0.0201506 0.042375 0.143129 0.0220019 0.125836 0.060045
threshold=0.50291907430000016 0.37227927305000003 0.5132031975000001 0.38334181610000007 42.620627117000005 0.5054040298000001 41.257948413050009 42.580420142950011 0.3584174126500001 0.37977904855000005 38.621016321050007 47.079243513300007 0.50218556330000019 36.952388736350009 0.3475943834000001 42.055256506450007 0.49194634890000005 0.49194634890000005 0.48588365620000007 0.49067393190000008 0.48458129995000004 0.51809826055000008 40.099856909850011 0.52157121045000021 0.52401125715000008 39.065416244600009 0.52252926560000013 0.52769378160000013 39.955516828000007 0.52507409960000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 3 4 -3 -2 -7 -8 14 10 -10 -12 13 -11 17 16 18 19 20 -1 -16 22 -4 -23 25 -25 -27 28 -26 -30
right_child=1 2 21 -5 -6 6 7 -9 9 12 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 23 -24 24 27 26 -28 -29 29 -31
leaf_value=-0.00039945009628905678 0.044537967647844512 -0.10974756733111324 0.045278400770201448 0.060442927066062829 -0.034413866443607104 0.045222403537590675 -0.093611853650139826 0.021054964829211899 -0.0054475242014646319 0.097519918494221661 -0.093964228496337607 0.037202374804718746 0.099409274476707998 -0.1029550267278095 0.0018129916698409771 -0.0078719209532232045 0.10104860953444912 -0.044466113703291871 -0.065769354898041671 0.034136375632630021 0.10264142444553502 -0.030257325752781374 -0.013040883136224058 -0.0038713180107792463 -0.10216205222837688 -0.01927934163084858 0.057573589974152989 0.00029592966167004027 0.07077669107020039 -0.024752975142967117
leaf_weight=40.920453337449324 0.54027246532496664 0.21741638888363368 0.37302015773457498 0.10008420677613117 0.12974502057477366 0.36607553967769491 0.16961090860422701 0.21651294360424345 1.6933063186731989 0.038850881624966749 0.31439772271599808 0.079696825821883976 0.10824408412554476 0.045169775880672169 0.060690279956015281 1.7524326127308114 0.37767786471522413 0.6268022945150723 0.15403415241962648 0.73058617231435974 0.073705457150936127 0.49121107573245382 0.34687386102507389 1.0355594923075857 0.13467276751720714 0.42018223033092406 0.57250782360946317 21.991471374535198 0.11535353660315906 0.15315176665824826
leaf_count=1442 42 47 20 26 18 14 10 37 69 2 144 10 6 48 46 35 40 11 8 6 1 41 26 31 60 22 40 2155 41 135
internal_value=-1.0319e-05 0.00082195 -0.000260674 -0.0498083 -0.081593 0.0226686 0.00696078 -0.0293142 -0.000495296 -0.0113625 -0.0171513 -0.0674387 0.051485 -0.0102561 5.89706e-05 0.00906057 0.0536075 -0.000455974 -0.0085132 0.000206331 0.0571094 0.000603802 0.0171778 0.000124895 0.000735964 0.0102805 0.0250436 -0.000128474 -0.0232777 0.0162879
internal_weight=74.3498 27.3737 26.0812 0.447246 0.347161 1.29247 0.752199 0.386124 46.976 2.27967 2.0874 0.394095 0.192265 0.0840207 44.6964 2.41854 0.666108 42.2778 0.28843 41.651 0.134396 25.634 0.719894 24.9141 24.4229 2.02825 0.99269 22.3946 0.403178 0.268505
internal_count=4633 2765 2662 91 65 103 61 47 1868 279 223 154 56 50 1589 130 95 1459 55 1448 47 2571 46 2525 2484 93 62 2391 236 176
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 2 2 1 2 2 0 0 0 1 0 2 2 1 0 0 0 0 2 2 2 0 2 2 0 0
split_gain=0.00267139 0.0523326 0.0398401 0.0212745 0.0206346 0.0547432 0.0262139 0.0236241 0.0223345 0.0260049 0.0168822 0.0902972 0.101618 0.0326945 0.0585908 0.0874346 0.0340021 0.0138708 0.0408289 0.0774623 0.066238 0.114648 0.0849192 0.0877998 0.0339223 0.0332274 0.109014 0.0258834 0.0267732 0.0218701
threshold=0.39019789825000006 0.38906020780000011 0.39048232090000007 0.38723391515000005 0.51657136015000005 36.654713368950006 42.670715716450012 0.37820723930000005 42.982930821650008 43.895345911700005 0.52252926560000013 0.5218855723000001 0.5116313883000001 0.39078171310000004 0.52688542260000015 42.320906304050006 42.371983470600007 0.35986946500000005 0.50913146310000013 0.51484985480000012 0.50291907430000016 0.50101793360000013 38.911218973650008 42.123054668150012 39.262923716450011 0.49588335680000006 42.844429421150004 48.109449608500007 0.48654231910000006 0.49194634890000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 7 -6 -7 17 -8 -10 11 12 -4 -12 15 -15 -17 25 20 -20 21 22 -19 -24 -22 29 -27 28 -25 -1
right_child=2 -3 10 -5 5 6 8 -9 9 -11 13 -13 -14 14 -16 16 -18 18 19 -21 24 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=6.1429050477945321e-05 0.020715128171962856 -0.031887022908028299 -0.10236473943043792 0.020207078044975332 0.0049264551562617871 -0.062478915602593402 0.037855510158850872 0.018203492785558023 -0.10201159584104202 0.0077725494152896899 0.031546807618698061 -0.10633323721675902 0.074153793535253393 -0.10635466076177789 0.00031098638999046404 0.10063654899974339 -0.047548160912270342 0.0030752903189023083 -0.10267831992927948 0.017506111392753848 -0.0022507651987243595 -0.086055150170920872 -0.10235422603580335 0.01758010643931773 0.032498062665869396 0.038200301026888761 -0.021051113959681844 0.061446709277610069 -0.10057809944830867 -0.014984523283194343
leaf_weight=42.567872191519754 0.97042384635642776 0.5228616170334125 0.046963821323980581 0.51134093735163233 0.5832299753674296 0.25441698671784252 0.059469468891620636 0.70221982213524725 0.039227832923643291 0.047949859543450657 0.3299400262767439 0.089057281838197166 0.10672833035977192 0.12061589546994333 21.452318587729721 0.03695332258939743 0.026652996523372607 1.5314052254086274 0.11886560656512291 0.097713414521422237 0.53821089863777138 0.20092080856193195 0.17033974129576268 0.048357477990911057 0.58770185580010548 0.82201827533572103 0.49901906960076303 0.051758372399490327 0.03177884438628098 0.98851120880863064
leaf_count=1530 18 32 63 32 12 22 3 40 8 38 19 8 22 62 2226 2 82 55 46 6 15 15 33 90 41 35 28 5 15 30
internal_value=-8.13442e-06 -0.000412872 0.000881937 -8.66899e-05 -0.000294476 -0.01463 -0.043069 -6.25489e-06 -0.00939503 -0.0416276 1.53336e-05 -0.0262117 0.0202149 0.000305166 -0.000171244 -0.056326 0.0385426 -0.000271251 -0.00645179 -0.048455 -0.00357342 -0.0143429 -0.00648504 -0.0549267 0.0158874 0.000193839 0.0158182 0.00632516 -0.0292767 -0.000280039
internal_weight=74.1548 50.9752 23.1797 50.4523 49.941 0.984294 0.401064 48.9567 0.146647 0.0871777 22.2092 0.242749 0.153692 21.9665 21.6365 0.184222 0.0636063 48.2545 3.37705 0.216579 3.16047 2.03456 1.83364 0.302234 1.12591 44.8774 1.32104 0.131895 0.0801363 43.5564
internal_count=4633 2131 2502 2099 2067 83 71 1984 49 46 2484 93 85 2391 2372 146 84 1944 321 52 269 213 198 143 56 1623 63 110 105 1560
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 0 0 0 0 1 0 1 2 0 1 0 2 0 1 2 2 1 2 1 0 2 2 1 2
split_gain=0.00254613 0.032471 0.0120111 0.00816108 0.00714256 0.0172949 0.00711021 0.0107395 0.0118571 0.00860313 0.00724957 0.0132664 0.0121183 0.008357 0.0129441 0.00818843 0.0120079 0.00776101 0.00896197 0.00698806 0.0108759 0.0474458 0.0172123 0.0217602 0.0151174 0.0329775 0.0062065 0.012372 0.00596081 0.00842033
threshold=0.46280051495000007 0.46551001470000003 0.56685428580000019 0.58454836680000011 0.57854555250000017 0.66977036620000019 0.66718062335000017 0.66505493850000008 0.66011496660000013 0.65010029640000011 0.51869704500000013 0.63528038085000016 0.5225142959500001 38.983591653800012 0.57927906350000014 0.48616807880000007 0.61400856260000014 38.911218973650008 0.62143349005000015 0.4529056016000001 37.817254840650008 42.388109226950007 0.45736654595000009 46.324972967950011 0.45932756505000005 0.58388970390000006 44.749265482150008 41.909642283050012 0.50056884525000012 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=19 -2 -3 4 5 6 7 8 9 10 11 13 -12 17 -15 26 -17 18 -4 -1 -21 -22 -23 24 -24 -26 27 -16 -18 -30
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 12 -13 -14 14 15 16 28 -19 -20 20 21 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=4.1788123758668014e-05 0.055183419451406528 -0.10052712951127803 -0.10022452263746329 -0.10064154773419592 0.051650575847459017 -0.10087699957060076 0.077430353945884628 -0.10179244165324189 0.088842569053743992 -0.10033504654303751 0.098937755752896192 -0.10042030529383073 -0.1002113253401791 -0.10048722526401468 0.034614238654534925 -0.1001768765508001 0.025644636464053606 0.1005195656376739 0.066139497912991299 -0.0016088648723210309 -0.10114398331242427 -0.055942469479040829 0.080436591335681262 -0.039090338948750747 -0.10189262086716531 0.10052375561053645 0.04322080973487933 -0.049704591112732927 0.0740029527065066 -0.1004865082826224
leaf_weight=72.785979755370249 0.10894543058020167 0.013252478785943822 0.0056153516264485503 0.0084450426158974023 0.023847348264382617 0.017794269116511496 0.01157949086109511 0.010493819771145496 0.014643471628382088 0.0088859267619791904 0.01525572632729677 0.01373232802289226 0.0038207628913955452 0.01364185252551664 0.03874204358572797 0.01719620592541915 0.028057683390215971 0.015116350725293159 0.0076485450710741532 0.52605844624536047 0.063719306619134386 0.041640268325892293 0.052857027389109135 0.044025401653925655 0.017060979464016413 0.015236896462738514 0.04856667934654979 0.031591513674356975 0.0037708635977651292 0.010374214267358184
leaf_count=3462 15 13 100 115 13 115 9 12 11 66 9 37 107 13 44 115 17 1 21 36 71 9 7 17 64 1 17 28 78 10
internal_value=-1.09194e-05 0.00731792 -0.00708454 -0.00353444 -0.00112511 -0.00510126 0.0006037 -0.00249434 0.00127208 -0.00362203 -0.000227003 -0.00505843 0.0590509 0.000885342 -0.00660361 0.000579518 -0.0297404 0.0515346 -0.00429173 -5.78558e-05 -0.00959335 -0.0275021 -3.2233e-05 0.01799 0.0475007 -0.00640035 0.0157264 -0.003259 -0.00103985 -0.0539703
internal_weight=74.0176 0.471017 0.362072 0.348819 0.340374 0.316527 0.298733 0.287153 0.27666 0.262016 0.25313 0.234054 0.0190765 0.220321 0.191941 0.178299 0.059399 0.0283802 0.0132639 73.5466 0.760598 0.23454 0.170821 0.12918 0.0851549 0.0322979 0.1189 0.0703336 0.0422028 0.0141451
internal_count=4633 966 951 938 823 810 695 686 674 663 597 481 116 444 322 309 220 122 121 3667 205 169 98 89 72 65 89 72 105 88
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 0 1 2 2 0 0 0 0 1 2 1 1 1 2 0 0 2 1 2 2 0 0 0 0
split_gain=0.00255017 0.0286687 0.097906 0.0201708 0.052679 0.169283 0.114524 0.0375067 0.202581 0.0612891 0.108369 0.0577715 0.0186322 0.0401484 0.0382387 0.0607908 0.018762 0.0151416 0.0130866 0.0705424 0.0335241 0.0352363 0.0862981 0.0333819 0.0706876 0.141163 0.0471852 0.0453921 0.0598066 0.0418418
threshold=0.34614233110000009 0.3459626957000001 0.48119816770000007 0.48847339900000003 41.685324604100011 0.35585760905000008 0.48588365620000007 0.34626208795000007 41.935569238650011 42.283941020600004 0.48389269780000005 0.48271009850000007 0.48588365620000007 0.48389269780000005 0.34566330350000002 42.388109226950007 0.34587287805000005 0.34626208795000007 0.34494476210000008 39.571921479100006 0.48185683060000012 0.48320409570000006 41.289992964000007 0.3453339720000001 40.858951393400005 41.184662530950007 0.48077901860000011 0.47787491390000009 0.47774018740000007 0.47709649410000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 5 -2 -7 -6 -9 -10 11 -11 13 16 15 -14 18 -5 -1 -20 23 22 -22 24 -21 -26 27 28 29 -27
right_child=3 2 -4 17 7 6 -8 8 9 10 -12 -13 14 -15 -16 -17 -18 -19 19 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0018598333497090208 0.085726370903074334 0.021288600031579966 -0.0510174315779688 -0.01811557016779022 0.0091403220964720693 -0.096830961785435363 0.036365836463747518 -0.11703368692191546 0.096613447658557172 -0.00052725682325477623 -0.065438536992572252 0.10337308845420611 0.045408150586257634 -0.022460068778737383 -0.0069317842984977776 0.00077500854438486096 0.011970339061785837 0.00012664842762431238 0.033096284458760249 0.010076651009832946 -0.031673154029978064 0.00038142419533084313 0.0031294486688146095 0.0032663307406181397 -0.053982105220111265 0.014516699880995685 0.016633092408870512 -0.028502212079608305 0.022703773506393504 -0.028548978726203635
leaf_weight=12.364698039839118 0.30991430389905872 0.32970120416984983 0.43347624037414789 0.46123083587735081 1.8456396067704195 0.11741952783497167 0.14337097108364105 0.15774637170943606 0.075819626639713533 0.12642864376122331 0.15674085730199749 0.092793852090835571 0.54071828466840022 0.83205138798802991 0.89114523492753495 0.70047046395484358 1.2163045261133891 33.707906280797303 0.54721970442774548 1.7912301762949052 1.7308446224778884 1.8114673106465486 1.210977940354496 8.1834772767117254 0.71919473054367689 0.31932545096725629 0.76430310262367118 0.9945951923227766 0.63537196011748154 0.76868047399329953
leaf_count=712 42 36 8 3 15 53 3 12 9 120 21 1 34 25 9 14 17 2982 28 76 13 23 64 181 21 55 8 30 5 13
internal_value=-1.04798e-05 -0.000600861 -0.0197804 0.000573397 0.00839887 0.0357659 -0.0236053 0.00203739 -0.0194701 0.0145956 -0.00194478 0.0434523 -0.000194515 -0.000764996 0.00887228 0.0202192 -0.000218938 -0.000119593 -0.000684554 -0.00229985 -0.00332309 -0.0105907 -0.0173469 -0.000886254 -0.00655692 -0.0136484 -0.00531824 -0.011491 -0.00167354 -0.0159094
internal_weight=73.9803 36.7853 0.763177 37.195 3.02587 0.570705 0.26079 2.45517 0.609529 0.451783 0.375963 0.219222 36.0221 33.8897 2.13233 1.24119 33.0577 34.1691 31.8414 19.4767 18.9295 4.75329 2.94182 14.1762 5.9927 4.20147 3.48228 2.71797 1.72338 1.08801
internal_count=4633 1372 44 3261 276 98 56 178 163 151 142 121 1328 1271 57 48 1246 2985 1229 517 489 100 77 389 208 132 111 103 73 68
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 2 1 1 0 2 0 0 0 1 2 1 2 0 1 1 2 1 1 2 1 0 2 2 1
split_gain=0.00315453 0.0176735 0.0135708 0.0997521 0.172939 0.0616886 0.112189 0.0557342 0.0471332 0.0445868 0.0428523 0.0460698 0.062117 0.276318 0.186784 0.0569454 0.0265205 0.0257422 0.0846684 0.0794534 0.020855 0.0397242 0.149589 0.0869175 0.0381742 0.0250684 0.0179387 0.0256617 0.0352712 0.0465822
threshold=41.319407281650008 41.289992964000007 0.34512439750000007 0.47757552170000012 41.741384785950011 41.444941515100005 41.542492784600007 0.34545372890000009 0.34584293880000011 0.47787491390000009 41.641174900500005 0.48271009850000007 0.48735067810000005 0.49194634890000005 0.39500314360000005 41.542492784600007 0.34542378970000004 41.909642283050012 0.47905751325000007 0.34587287805000005 0.34494476210000008 42.498713093000006 0.34458549145000011 0.34446573455000007 42.876019054300009 0.34422622080000004 0.47820424540000012 45.044778924400006 43.564719632750005 0.34458549145000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -7 16 -9 -5 11 -11 -13 -14 -15 -16 -6 19 -19 -12 21 22 23 25 -23 -8 27 28 29 -26
right_child=2 -3 3 9 7 6 20 8 -10 10 17 12 13 14 15 -17 -18 18 -20 -21 -22 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00034768323050517164 0.022446412714244079 0.018449606670504368 -0.12516072347767204 0.023666232407105449 0.0024149011879968747 -0.057096923981151307 -0.07967904296852274 -0.10233731236730581 0.0040803021166959134 -0.026291620066566598 0.030062510859797442 0.01103479599649923 -0.12814693880070033 0.081637283297325836 -0.10542242639602083 0.015562014693858359 0.077710305513638639 -0.078539799950611902 -0.00086637373118011649 -0.0033227787083596472 0.014770903637941493 0.033452962569332181 -0.084141899117752425 0.10027441737522841 0.033771713436837436 0.029416993684604861 -0.012100411025426 0.0001875483479872794 0.055698078392669159 -0.10411548918594045
leaf_weight=39.3798796348051 1.3424134600912756 0.54684187772273318 0.17764042691851889 0.71731473249383526 0.12404165476135631 0.33908649568911631 0.052905224229974013 0.080872964904870059 0.085748821580976742 1.3719557859003546 1.095433929003778 1.199255255050957 0.18832507729530323 0.21428405139306506 0.10310771576471023 0.062478951335378952 0.075099827325175283 0.14141772121184004 18.386815606569229 2.0411203310760584 1.0566484889659475 0.35589299430812982 0.23051744518306805 0.099339242588030174 0.068269268759473145 0.034994279325474054 1.035836860070958 3.0301957718384074 0.19735649230381158 0.038214729240280576
leaf_count=2094 11 22 10 22 51 19 59 36 123 13 13 20 3 21 36 39 3 39 1557 99 30 29 20 4 48 3 13 117 65 14
internal_value=-6.93603e-06 0.00059561 -0.000715628 -0.0018151 -0.0442111 0.00292037 -0.00108805 -0.00489623 -0.0475715 -0.000912408 -0.0016232 -0.0125421 -0.00186921 -0.0291049 0.0199963 -0.0597727 0.0308101 -4.09637e-05 -0.00145922 0.00833695 0.00197507 -0.000653612 -0.0302114 0.0361847 0.00195929 -0.0362461 -0.000605633 0.00296563 0.0306714 -0.0157129
internal_weight=73.8733 39.9267 33.9466 26.0649 0.543404 7.88167 6.53926 0.365763 0.166622 25.5215 24.8042 3.13941 1.76745 0.568196 0.379871 0.165587 0.199141 21.6648 18.5282 3.13655 6.20017 5.14352 0.417756 0.187239 4.72577 0.0878995 4.36987 3.33404 0.30384 0.106484
internal_count=4633 2116 2517 2085 223 432 421 213 159 1862 1840 132 119 99 96 75 54 1708 1596 112 402 372 86 66 286 62 257 244 127 62
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 2 1 1 0 1 1 2 1 1 0 2 0 1 0 1 1 2 2 0 2 1 1 2 1
split_gain=0.00362758 0.0229606 0.125256 0.0550869 0.014554 0.0187643 0.0128404 0.0127706 0.010984 0.00814264 0.0273221 0.0424401 0.0317908 0.0631723 0.0870577 0.0203936 0.020318 0.00705839 0.041054 0.0212626 0.0184238 0.0649641 0.03349 0.00881959 0.00689368 0.00966218 0.322102 0.0702071 0.0322323 0.0239957
threshold=0.48077901860000011 0.34584293880000011 0.47943175355000006 0.47880302985000006 0.35331277505000008 0.36166581840000006 48.109449608500007 0.34458549145000011 0.34566330350000002 0.47757552170000012 0.34488488370000009 0.34494476210000008 40.040404835300002 0.34521421515000011 0.34536391125000004 0.47736594710000008 40.408647214050006 0.47568935060000012 0.34491482290000003 0.47721625100000004 0.3447052483500001 0.3447651268000001 43.968221017800005 41.641174900500005 0.48119816770000007 40.165165956550005 0.34494476210000008 0.34482500525000009 40.250747516500006 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -6 -7 -2 9 15 16 -12 -13 -14 -15 17 -11 20 -19 23 -1 -22 -23 -20 -9 26 -26 -27 -29 -30
right_child=7 2 -4 -5 5 6 -8 24 -10 10 11 12 13 14 -16 -17 -18 18 19 -21 21 22 -24 -25 25 27 -28 28 29 -31
leaf_value=0.00019209018367489123 0.014550049111857845 -0.040278934382444342 -0.091059989102402414 0.077172186670578374 0.067367472962236039 -0.070799492400706973 0.026333097944448405 0.0049586912023302857 0.010330835579930066 -0.024804647844876508 0.016749959373002592 0.012821341349421977 -0.02433665034499051 0.0086627841689747628 -0.021598514315184215 0.014416203593800773 -0.0041576984315629005 -0.034439650477928421 0.0013753250199554988 0.015759291644189842 0.062837120949379544 -0.10144483365501936 0.050531928606527027 -0.013679531098906687 0.10958090564272399 -0.020434832797836089 0.00013434393414973821 0.03376314361068801 -0.020768986423806979 0.00015166971766122952
leaf_weight=4.8506331603086501 0.63224815821831626 0.10271150833900253 0.17143784872359902 0.099106683395802975 0.038857132179152459 0.028001606975716742 0.026479719206690788 2.9404250707011661 0.87334000395321609 0.89650944923050602 1.2078785282210427 1.0144080389291046 1.468924357262267 3.1528647671802901 1.3610779564742186 1.0161207010969517 1.0176198595240746 0.39831285143600359 0.80965641548391454 0.64236310905835114 0.16483073111157895 0.046193417726866609 0.021133354865014553 0.74920987427910291 0.27353990077972135 1.7591008655726899 15.847925997234309 0.28165229308707296 0.55804171040654438 31.263355699049125
leaf_count=538 12 56 15 26 108 49 2 40 38 21 18 17 34 31 40 14 24 34 13 8 6 134 2 71 2 22 1190 24 5 2039
internal_value=-8.42795e-06 -0.00115188 -0.0230767 0.0164105 -0.0143056 0.014276 -0.0235899 0.000421949 -0.000632358 -0.00114116 -0.00306978 -0.000560061 -0.00354814 -0.00632362 -0.00046183 0.00110247 -0.013828 -0.000658497 -0.00489696 0.000448789 0.00150922 0.0290291 -0.0537405 -0.00586022 0.00025317 -2.36457e-05 0.00199137 -0.000982977 8.28959e-05 -0.000215209
internal_weight=73.714 20.1577 0.466594 0.295157 0.19605 0.0933385 0.0544813 53.5563 19.6911 18.8177 10.1193 8.20515 6.99728 5.98287 4.51394 8.69845 1.91413 7.68233 2.59954 2.20123 5.08279 0.232158 0.0673268 1.55887 52.924 49.9836 16.1215 33.8622 32.103 31.8214
internal_count=4633 1299 256 241 215 159 51 3334 1043 1005 185 140 122 105 71 820 45 806 126 92 680 142 136 84 3322 3282 1192 2090 2068 2044
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 2 1 1 0 2 1 2 2 1 0 2 2 1 1 0 1 1 0 0 2 2 2 0
split_gain=0.0029514 0.0196528 0.114684 0.0196008 0.0125897 0.0122263 0.0333067 0.0142235 0.0173019 0.018155 0.0127057 0.0122172 0.00973898 0.00913966 0.0408522 0.0250721 0.0412776 0.0485884 0.02224 0.0262299 0.0166232 0.0308144 0.0267701 0.0307501 0.0846575 0.0580692 0.0398233 0.0390511 0.0232376 0.0178926
threshold=0.48077901860000011 0.34584293880000011 0.48001556840000009 0.47880302985000006 0.3447052483500001 0.34587287805000005 0.34614233110000009 42.283941020600004 0.35799826355000003 0.36166581840000006 0.47396784530000008 42.123054668150012 0.34482500525000009 40.165165956550005 39.955516828000007 0.34536391125000004 0.47697673720000006 38.983591653800012 40.518963363600001 0.34560342505000002 0.34545372890000009 0.47961138885000004 0.3453339720000001 0.34494476210000008 0.47905751325000007 0.47961138885000004 41.444941515100005 40.986363433950011 41.16018805045001 0.47774018740000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 5 -2 -3 -7 10 -9 -10 11 -8 -6 14 15 16 17 -1 -15 20 22 -22 23 25 26 28 27 -25 -20 -30
right_child=4 2 -4 -5 12 6 7 8 9 -11 -12 -13 -14 18 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.0015384749053670816 0.0096869458059525709 0.061512287363096232 -0.10905206181408073 0.035852411144338105 -0.0086562920382755541 -0.1013995215081567 -0.10018529027636743 -0.10034907115747223 0.09424756220644101 -0.028446742203983317 0.077957496822272598 0.10005120520355371 0.00034288211472929917 0.010756583317552708 -0.028978761581113423 0.018122855259049244 -0.017763848892177105 0.042044003820449496 -0.020502948919561233 0.015919705819437167 -0.027521212319684643 0.0032250117210237193 0.011578620892588987 0.0043478086725373417 -0.052771881089915554 0.044380608355812728 0.0060081316961198943 -0.030252919038934342 0.0037644890005145253 -0.013256173816843759
leaf_weight=1.8030658850381653 1.4159189936963148 0.01965556431241644 0.11259769018215593 0.14185278536751866 1.2316728439182032 0.040207085715223911 0.0093890997504633145 0.021264810337360274 0.016441221909275328 0.045257148669960445 0.034673898277105764 0.0045110899955034265 50.882817707680289 1.8954461717974016 0.59217451952008548 0.59384508198127139 1.3503100130474193 0.29809645735031143 0.53523674989906744 0.87258429399844395 0.6757942445996441 0.6296911882745917 1.5165076075214745 0.52841452948905565 0.41243480386037834 0.30125825852155674 1.6493615515822737 0.85229728504612012 4.4277782115138757 0.71773170124765773
leaf_count=205 26 4 8 33 10 18 60 19 70 26 15 3 3298 25 13 6 35 19 50 43 31 9 38 60 17 6 83 24 366 13
internal_value=-4.9625e-06 -0.00103824 -0.0217992 0.0076814 0.000382979 -0.0131971 -0.0217473 0.00260005 -0.0225615 0.00424852 0.0455753 -0.0352017 0.000130196 -0.000567231 -0.00444762 -0.000856629 -0.00412216 0.00464467 0.000631294 -0.000831608 -0.00202517 -0.012691 -0.000752517 -0.00273673 -0.0102665 0.00159646 -0.0044809 -0.0170108 -0.000672444 0.00139033
internal_weight=73.6283 20.0979 0.44585 0.333253 53.5304 0.1914 0.171744 0.131537 0.0829632 0.0616984 0.0485741 0.0139002 52.1145 19.652 4.63749 4.04532 3.45147 2.10116 15.0145 13.1191 12.2465 1.30549 10.941 9.42451 3.44251 5.982 3.03007 1.38071 5.68075 5.14551
internal_count=4633 1299 256 248 3334 215 211 193 115 96 78 63 3308 1043 278 265 259 224 765 740 697 40 657 619 184 435 167 84 429 379
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 0 0 1 0 2 2 1 2 2 0 2 0 0 0 1 2 2 0 0 0 2 2 0 2 1
split_gain=0.00342264 0.0155541 0.0126647 0.0460497 0.0635973 0.0236384 0.233023 0.1654 0.0492936 0.0447823 0.0184107 0.0428273 0.0145411 0.0572379 0.0122922 0.01061 0.0102807 0.145671 0.115029 0.166057 0.0308373 0.0414967 0.0306054 0.0204746 0.0793869 0.0449108 0.0533971 0.0622119 0.0331572 0.0202302
threshold=41.319407281650008 41.289992964000007 41.741384785950011 0.34512439750000007 0.47774018740000007 0.48735067810000005 0.49194634890000005 0.39500314360000005 0.48271009850000007 41.542492784600007 41.909642283050012 0.34587287805000005 42.027798546600003 42.055256506450007 0.48458129995000004 41.965446242000006 0.49588335680000006 0.49194634890000005 0.49877249185000011 0.35210023650000005 42.081757894750005 42.283941020600004 0.49067393190000008 0.52507409960000018 0.53146612375000013 43.321682097200004 43.813842866750008 0.50913146310000013 44.026978245600006 0.34650160175000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 -5 -9 11 -4 15 -14 -13 -12 17 22 -18 -20 -21 -22 29 25 28 -23 -27 -28 -25 -15
right_child=2 -3 10 5 -6 6 7 9 -10 -11 12 14 13 16 -16 -17 18 -19 19 20 21 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00039117722172375019 0.02683314021960035 0.017464359673991795 0.021992228722359317 -0.015060302970816853 -0.0098774575576199893 -0.12514592919276299 0.07502116916414972 -0.10490656539217819 0.009298120417688795 0.00052081838361782602 -0.0019368367138062317 -0.01305532868431266 0.057106901165058482 -0.00019751141323238756 0.0037409829743938793 -0.019463509175527222 0.042053675943538815 -0.044194170141896305 -0.12592881515188212 0.021393836307164574 -0.068159950567217006 0.033298353209848759 0.014564036562816261 -0.1042778248009902 -0.00077776743375002034 -0.084886146697382592 0.052059337422118712 -0.088421318709589414 0.022290468346984116 -0.015556092654089901
leaf_weight=39.311552164958592 0.93561901879545739 0.5409418741353339 1.2261254746523236 2.7136022121449064 0.95215138280764222 0.1743471287190913 0.20506632630281274 0.093775199645110163 1.1973809814080594 0.070640806375550369 0.68944142609297643 0.65127239191951947 0.17325495301656957 11.413318385482373 1.3164227115689184 0.69214696456477642 0.66664289750593742 0.78110081365298967 0.10539700044319023 0.64382171200122584 0.09214578881758928 0.47371885581654338 1.3393628839403398 0.10545822499683044 5.8001782198220262 0.082632300222940103 0.11671278840205446 0.043189335764620695 0.025752344518875425 0.92730630659060409
leaf_count=2094 28 22 28 51 21 3 25 36 21 60 35 9 17 648 49 57 18 16 3 11 49 38 15 76 796 16 33 90 125 143
internal_value=-4.40912e-06 0.000622922 -0.000746094 -0.00477233 0.00831709 -0.0103191 -0.0298538 0.0151116 -0.00760276 -0.05961 0.000187081 0.00732269 -0.000755756 -0.000151859 -0.0018183 -0.0107173 -0.000590489 -0.00219161 0.00224852 -0.00129478 0.000484303 -0.00151309 0.000206653 -0.000589271 -0.00251781 0.0153812 -0.0196146 0.0141157 -0.0794366 -0.00135159
internal_weight=73.5605 39.8525 33.708 6.34258 1.88777 4.45481 0.543829 0.369482 3.91098 0.164416 27.3654 3.19382 24.1716 22.79 1.9677 1.38159 22.6167 14.4611 8.15565 7.48901 7.38361 6.73979 13.68 6.64764 5.93139 0.716253 0.242534 0.159902 0.131211 12.3406
internal_count=4633 2116 2517 245 49 196 124 121 72 96 2272 86 2186 2094 58 92 2077 822 1255 1237 1234 1223 806 1174 997 177 139 123 201 791
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 1 1 0 0 1 1 2 0 2 2 0 0 2 2 0 1 0 0 2 1 1 0 2 1
split_gain=0.00375255 0.0133637 0.0333728 0.0686289 0.00803685 0.0781699 0.0203988 0.0433156 0.0754191 0.0170235 0.0758849 0.0252293 0.0487806 0.0399803 0.0396143 0.0168392 0.0145735 0.014026 0.0132968 0.0427313 0.00994727 0.00644859 0.070017 0.00740752 0.00620476 0.0735375 0.0364837 0.0411861 0.0112398 0.0981785
threshold=0.47938684470000009 0.47847369840000004 0.34548366815000003 0.34515433670000012 0.34458549145000011 0.47736594710000008 0.34491482290000003 0.34479506600000004 0.47757552170000012 0.47697673720000006 0.34506451900000007 0.34518427590000006 41.289992964000007 0.47673722340000008 43.968221017800005 42.243697547450004 0.47787491390000009 0.47076434840000009 41.362929270750008 41.909642283050012 0.45995628875000011 0.34422622080000004 0.47568935060000012 0.46898296455000005 44.279556297950009 0.35394149875000008 0.37820723930000005 0.53146612375000013 43.895345911700005 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 21 7 -6 15 10 -8 13 -13 14 -12 -9 18 20 -11 -20 -14 22 23 -1 28 -26 -27 -28 -2 -30
right_child=24 2 -4 -5 6 -7 9 8 -10 16 11 12 17 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.00053723518352563908 0.00036373052461873158 -0.067356534350769756 0.00011913786068249448 0.0016068565426795335 -0.0013652294511163619 0.051680837158770788 -0.10480719621936681 0.038552450842374741 -0.081776798473978896 0.00014679768727898865 -0.10286908582844892 0.00098437122736800046 -0.061870087728086581 0.10187916100561714 0.10051638086351583 -0.023908447486269427 -0.0040518148059288219 -0.10194414199212171 0.0282608231031732 -0.003840921936690115 0.064527184102201166 0.008261243317589444 -0.065007097092361868 0.01422731868505858 -0.1042219356852062 0.062719594460942982 -0.10171455207703789 -0.00021498950889925397 -0.10352524026486315 0.034395737569175688
leaf_weight=3.7649629395674697 56.603555128309601 0.26031067634335059 1.1750992005509031 0.32379397606564453 0.82797963204131786 0.30705256201326836 0.082570443030638652 0.085899687283988224 0.21287686817231588 2.0394388778368016 0.026410400672805756 0.52410489120957682 0.017394767659835719 0.053223077207803726 0.015024716034531593 0.086754078017293068 2.7564161248938035 0.066733165284091456 0.82898337766528107 0.82964315076333151 0.0096973429317586124 0.75186042182642587 0.16827865113191354 0.37351860259059311 0.072777851443791897 0.085120940240869913 0.042801894940313945 0.60598127626652598 0.059449784457682564 0.39151400235499523
leaf_count=483 2587 32 29 13 29 10 19 26 6 21 64 76 97 1 1 16 47 73 14 60 7 16 9 36 9 41 207 431 3 170
internal_value=-5.11976e-06 -0.00138223 -0.00959146 -0.0291272 -0.000337907 0.00268973 -0.00225744 -0.0142572 -0.0419445 -0.000248812 -0.0140549 -0.00353904 -0.0109035 0.0445364 -0.0291198 0.00716746 0.00145202 -0.0773089 0.0055544 0.0122036 -0.0166275 -0.000283972 -0.00177577 0.000795339 0.000365878 -0.00834301 0.00116486 -0.00691118 0.000489011 0.0162139
internal_weight=73.4492 15.588 1.7592 0.584105 13.8288 5.36567 8.46315 1.21351 0.385531 7.24964 0.795159 0.712588 0.61793 0.0946582 0.0414351 0.172654 6.45448 0.0938253 3.69807 1.65863 0.0270921 5.05862 4.30676 4.13848 57.8612 0.806682 0.733904 0.648783 57.0545 0.450964
internal_count=4633 1185 74 45 1111 554 557 77 48 480 338 319 253 66 65 42 142 177 95 74 104 544 528 519 3448 688 679 638 2760 173
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 1 1 1 0 0 1 1 2 0 2 2 0 0 1 1 1 1 0 2 0 1 0 1 0
split_gain=0.00306525 0.0109259 0.0277395 0.0587649 0.00655987 0.0653317 0.0192355 0.0352361 0.0528692 0.0637638 0.0143285 0.0691743 0.0222994 0.0436674 0.0361052 0.0357731 0.0138076 0.01355 0.0118472 0.0144387 0.0268898 0.0421707 0.00972124 0.00839865 0.0114758 0.0062069 0.00587562 0.0631875 0.0285366 0.0215632
threshold=0.47938684470000009 0.47847369840000004 0.34548366815000003 0.34515433670000012 0.34458549145000011 0.47736594710000008 0.3447052483500001 0.34479506600000004 0.34491482290000003 0.47757552170000012 0.47697673720000006 0.34506451900000007 0.34518427590000006 41.289992964000007 0.47673722340000008 43.968221017800005 42.243697547450004 0.47076434840000009 0.47787491390000009 0.34530403280000005 0.34536391125000004 0.34545372890000009 0.34569324270000007 0.45995628875000011 50.189067467950004 0.47961138885000004 0.34491482290000003 0.48320409570000006 0.34506451900000007 0.48001556840000009
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -8 9 16 11 -10 14 -14 15 -13 -9 23 19 -12 -21 -22 -23 24 -15 -2 27 -27 -28 -30
right_child=25 2 -4 -5 6 -7 7 8 10 -11 18 12 13 17 -16 -17 -18 -19 -20 20 21 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.00025855947411574059 0.0060108120021292906 -0.063033422727565944 0.00010723669923010786 0.0014463613560662155 -0.020507050173464908 0.047860797399669669 0.032837176651076244 0.035196009855203915 -0.10433770136660546 -0.076038062611063356 0.0012725479004276011 -0.10259065900195129 0.00088649969012410284 -0.10108648137152797 0.10169714493468798 0.10046700104420921 -0.02161941313161821 -0.10176041641290992 -0.0036381524146672974 0.00099071580559379662 0.076705805880755706 0.028067800595236704 -0.010158557268870164 0.060598216369580807 0.10012314725465116 0.016626125353663281 -0.014123936633196159 -0.0095661752921768674 0.024536205295750735 8.278319240937028e-05
leaf_weight=5.0492547941904524 1.8603554968722154 0.25086046106662152 1.1750218795150429 0.32375384042825317 0.52905744731697257 0.2988527973066083 0.29941982956370328 0.084746480744395281 0.075031873661883908 0.2064013302733656 2.7099696082441374 0.023958671015190558 0.52378471424207518 0.013177641218875324 0.048240035772323608 0.013601267710328102 0.086367320959652716 0.060486138970333059 2.7625043352927605 0.55336762600927603 0.15162617876194417 0.14671602856833488 0.12171860137823387 0.0093142222031019628 0.0036113660316914311 1.9101699612647274 1.418234082404523 1.7787185480119658 0.36319964069843891 50.497938268679938
leaf_count=544 41 32 29 13 9 10 20 26 19 6 33 64 76 96 1 1 16 73 47 9 5 11 37 7 1 25 19 26 26 3311
internal_value=-6.58374e-06 -0.00125439 -0.00869799 -0.0267037 -0.00030868 0.00243036 -0.00204779 -0.000810649 -0.00213722 -0.0386179 -0.000228979 -0.0131107 -0.00327852 -0.00998869 0.0444571 -0.0290591 0.00651921 -0.0757734 0.00131223 0.00502496 0.0154714 0.0345477 0.0107345 -0.0155565 -0.0578057 0.00032832 0.000139437 0.00399665 -0.000132732 0.000257405
internal_weight=73.3495 15.5208 1.74964 0.574614 13.7712 5.34811 8.4231 7.89404 7.59462 0.377515 7.21711 0.771206 0.696174 0.610374 0.0858 0.0375599 0.171114 0.0865894 6.4459 3.6834 0.973428 0.420061 0.268435 0.0261032 0.016789 57.8286 55.9683 3.68889 52.2794 50.8611
internal_count=4633 1185 74 45 1111 554 557 548 528 48 480 338 319 253 66 65 42 177 142 95 62 53 48 104 97 3448 3407 51 3356 3337
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 2 0 1 1 2 0 0 0 1 2 2 0 1 0 2 1 0 0 1 1 2 0 0 0
split_gain=0.0032083 0.0122985 0.00917791 0.0857462 0.149302 0.047272 0.0801188 0.0436599 0.0375352 0.0443524 0.0331651 0.0346542 0.0455178 0.217028 0.139954 0.0504136 0.0222174 0.0756577 0.0616794 0.0183494 0.0178352 0.0382184 0.0334628 0.0282757 0.0230089 0.015519 0.0163885 0.014498 0.013921 0.0256761
threshold=41.319407281650008 41.289992964000007 0.34512439750000007 0.47757552170000012 41.741384785950011 41.444941515100005 41.542492784600007 0.47787491390000009 0.34545372890000009 0.34584293880000011 41.641174900500005 0.48271009850000007 0.48735067810000005 0.49194634890000005 0.39500314360000005 41.542492784600007 41.909642283050012 0.47905751325000007 0.34587287805000005 0.47721625100000004 42.206017975500011 0.34482500525000009 0.47736594710000008 0.47709649410000005 0.34007963835000005 0.34587287805000005 48.109449608500007 0.48077901860000011 0.48119816770000007 0.48185683060000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -7 -5 19 -10 11 -9 -13 -14 -15 -16 18 -18 -12 -6 22 23 -8 24 -22 -11 -27 -19 -29 -30
right_child=2 -3 3 7 8 6 20 10 9 25 16 12 13 14 15 -17 17 27 -20 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00039499581026259815 0.019682006242770545 0.015606541205488806 -0.12198103960536305 0.023621024274225473 -0.0062343970386663748 -0.050675905189542063 0.0007500100396712581 -0.023013583700685319 -0.10178153008601371 0.10025873555581205 0.027123258955229254 0.0090473573584039998 -0.12248703501941138 0.075346065941953283 -0.1044396657215261 0.013898355998072346 -0.077186391515511418 -0.012507702193976825 -0.0025503150790670104 0.058226979886025369 -0.0015651800573485528 0.016362260552632693 -0.040960593917836442 -0.021828386033461898 0.024690538827468741 -0.059312582089703025 0.043158697663677692 0.0090653191859804243 -0.015868545226012387 -1.2078926511932695e-05
leaf_weight=39.258714234216534 1.3006441270983895 0.53879676850165381 0.16105001852247658 0.70944289752515288 0.085922573861950013 0.3117280370206571 0.65737979177948691 1.3813836574554454 0.066544910986706896 0.015133801847696304 1.0686891777440934 1.1826569957192985 0.16106193885207165 0.18997855217776305 0.08524767429250879 0.062315049511028064 0.13104690988075418 1.0216019390181852 2.0331369242779402 0.090852454304695129 2.5633742601948351 1.6127171218593046 0.27189147562603466 0.60822558022664441 0.3837364133032678 0.034187162886183509 0.028718446847051382 1.4685875738505298 1.0974112391468214 14.707231323968438
leaf_count=2094 11 22 10 22 50 19 51 13 36 2 13 20 3 21 36 39 39 41 99 4 244 45 16 16 30 118 3 23 16 1477
internal_value=-6.02128e-06 0.000600937 -0.000727253 -0.00163249 -0.0433961 0.00229996 -0.00122752 -0.00083615 -0.00401307 -0.0418028 -0.00154175 -0.0112784 -0.00163633 -0.0269774 0.0185962 -0.0544661 -0.000156565 -0.00147465 0.00767328 0.0268951 0.00130054 0.00359393 -0.0114539 -0.00219784 0.00185352 0.00934166 -0.0125311 -0.00093232 -0.00024771 -0.00111309
internal_weight=73.2894 39.7975 33.4919 25.7822 0.482409 7.7097 6.40905 25.2998 0.321359 0.144584 24.5903 3.06264 1.68126 0.498603 0.337541 0.147563 21.5277 18.4259 3.10183 0.176775 6.09732 5.16805 0.929271 3.55534 2.94711 0.0780394 0.0629056 18.2948 17.2732 15.8046
internal_count=4633 2116 2517 2085 223 432 421 1862 213 159 1840 132 119 99 96 75 1708 1596 112 54 402 335 67 290 274 123 121 1557 1516 1493
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 1 2 1 0 0 1 1 2 2 2 0 0 2 2 1 2 0 0 0 0 0 0 1 0
split_gain=0.00277382 0.00813669 0.0222183 0.0511401 0.00600138 0.0228456 0.0835738 0.0154652 0.0472237 0.0150948 0.00893625 0.0314761 0.0560213 0.035286 0.117404 0.0201637 0.148555 0.0805427 0.0634515 0.0490356 0.0987032 0.0431912 0.0342957 0.0325892 0.0303362 0.104593 0.0321586 0.0280529 0.0151976 0.0648186
threshold=0.47938684470000009 0.47847369840000004 0.34548366815000003 0.34515433670000012 38.804629908750009 39.198779702000003 0.39078171310000004 38.621016321050007 0.36042334060000009 0.53938504835000012 0.53938504835000012 0.41917906650000009 0.41997245590000004 40.542362378300005 42.055256506450007 40.574766824850009 0.54504356155000011 0.5485614203000001 40.371455563000005 40.300545846000013 0.4373072662500001 39.476991512000005 0.56065686655000013 0.57403969940000021 0.54504356155000011 0.54585192060000021 0.54986377655000018 0.5541600551000001 0.39019789825000006 0.51484985480000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 6 -6 8 -2 -8 28 13 -13 -12 -15 16 -14 -18 19 20 -19 -22 -23 -24 -17 -26 -27 -28 29 -7
right_child=4 2 -4 -5 5 10 9 -9 -10 -11 11 12 15 14 -16 24 17 18 -20 -21 21 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.00038058620983120697 0.049412811061607442 -0.058638817872958195 0.00014650225819091013 0.0024146396143108029 0.046303023925994335 0.00088142208020936972 -0.013182773263435832 -0.023610543878278548 -0.0025348000999951652 0.0075663693957538792 -0.004433817909219687 0.044703597489335722 -0.08189271129300485 -0.10688154198508548 -0.010026425323923458 0.018390685105194583 0.080845925890981829 -0.10127025272868309 -0.10641958502178578 0.09629303817535935 0.055734277754580612 0.064011959159456497 -0.10405554879874822 0.046485687321511371 -0.10356817856384196 0.035267390447006074 -0.03402297331909291 0.00038824982743976234 0.005312664354110614 -0.025736376709340616
leaf_weight=13.672578276750263 0.17916650445295701 0.24233164986298916 1.1766324244426867 0.31622782450722298 0.50603956335544253 29.747699116704553 0.59172854298958533 0.32454187181997429 7.5181120668778751 0.86045013114144808 2.1712271686701548 0.28431454533711065 0.23804542934521977 0.1558406921972163 0.63553157122299098 0.89710278048733005 0.13108963146805763 0.08485888663562946 0.05737793911656297 0.05231493604142301 0.15793287415482382 0.02927502105012536 0.053984780946620958 0.019601443783234362 0.09850401896983374 0.2523496623180107 0.24923548445178756 4.7894509653800563 6.7218892279578411 0.94388976003193548
leaf_count=1111 28 32 29 13 25 656 11 30 772 51 23 10 13 17 99 39 3 25 17 13 22 2 23 64 6 12 24 864 501 98
internal_value=-7.13414e-06 -0.00119924 -0.00764992 -0.0240735 0.000310914 0.000720337 0.0113067 -0.00222723 -0.00132564 -0.000888417 0.000286387 -0.00231299 0.00117605 -0.0110226 -0.0290996 -0.000564249 -0.0152682 0.0117759 -0.00810869 0.00606551 -0.00759051 0.0228916 -0.0275349 -0.0639553 0.00136415 -0.00146996 0.00043082 -0.00131388 0.00100603 6.28177e-05
internal_weight=73.1593 15.4078 1.73519 0.558559 57.7516 49.7297 1.95822 8.02182 7.69728 1.45218 47.7715 10.358 7.39544 2.9626 0.791372 7.11112 0.824481 0.586436 0.455346 0.397968 0.345653 0.260794 0.102861 0.0735862 6.28664 5.38954 5.29104 5.03869 37.4135 30.6916
internal_count=4633 1185 74 45 3448 2618 87 830 800 62 2531 1276 1137 139 116 1127 182 169 166 149 136 111 89 87 945 906 900 888 1255 754
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 0 1 0 0 2 1 2 1 2 2 0 0 2 2 2 0 1 0 2 0 0 0 0
split_gain=0.0031929 0.0110051 0.0117995 0.0158529 0.10714 0.123115 0.148413 0.133857 0.0856386 0.0334952 0.0307577 0.026457 0.0200692 0.0128076 0.0294487 0.0121342 0.0120901 0.0327088 0.0134357 0.0120006 0.0223751 0.0140369 0.0408694 0.0299784 0.0216009 0.0104067 0.0099046 0.00943674 0.0888322 0.0488332
threshold=41.319407281650008 41.362929270750008 41.444941515100005 41.741384785950011 0.48119816770000007 0.48654231910000006 0.34587287805000005 0.49405706415000006 0.37043801085000005 0.54413041525000005 0.54450465555000005 41.559097512700014 0.45824975300000009 41.909642283050012 0.34587287805000005 42.027798546600003 42.243697547450004 0.48320409570000006 0.54284302865000023 42.477827694800006 42.527280425250005 42.409092016550012 0.50291907430000016 0.35027394390000005 0.53866650695000018 41.289992964000007 0.48458129995000004 0.48104847160000008 0.48149755995000004 0.48271009850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 -2 -3 4 11 -6 -7 -8 -9 -10 -11 -4 -12 14 -5 -15 17 -17 -19 21 -21 23 -23 -18 -25 -1 -16 -22 -29 -30
right_child=1 2 3 13 5 6 7 8 9 10 12 -13 -14 15 26 16 19 18 -20 20 27 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00040902118321058719 -0.0074732003850761959 0.0083320358180467534 0.01688201106475903 0.018501063031650829 -0.075086015282225096 0.10166860320639791 -0.12744784643376461 0.10090045237480186 -0.10157638800066925 0.10053484367324397 -0.10068412683661648 -0.009630812567234269 0.043138124023962721 -0.0098665215486363617 -0.011531567931440518 -0.0073406992285609349 0.01110952136849026 0.021769854004417676 0.0029376793874906137 0.029966314852708287 -0.0037020628630055406 -0.054746213591484433 0.0072761950836981414 -0.02670586630245611 -0.0010433521767187564 0.014500181351927505 0.0035241283286579841 0.029759302889184377 -0.069086778583876476 -0.00092204805159618302
leaf_weight=39.147051631334065 2.2563529916681437 1.5268160798551118 0.97901461818310431 1.1792862906688157 0.42593521671369661 0.10906806774437428 0.10180740058422089 0.071638835594058037 0.048578252102061015 0.02318206150084734 0.024549670225496811 0.61145556273925195 0.016042665635562336 1.3847403480523315 0.65455572611199375 1.0995073502114991 0.79866142115413419 1.046254397407665 0.59388377986226704 0.24336534378015784 6.1575136814607481 0.2149210379628016 0.21010637883387062 0.63541868257198053 0.67795985024725169 0.53121908030634202 1.3143712073791674 0.9900193202392974 0.10623183011011761 9.849105697784017
leaf_count=2094 34 34 17 28 20 3 1 6 22 13 17 44 34 92 9 40 31 34 30 34 524 32 21 23 37 22 49 20 65 1203
internal_value=-8.52945e-06 -0.000729757 -0.000240415 -0.000683087 -0.00845376 -0.0377962 0.00242751 -0.0354454 0.015462 -0.0390156 0.00863816 0.00668917 -0.0438435 6.89954e-06 0.00600404 -0.000779527 -0.000223316 0.00600453 0.0149508 -0.00108143 -0.000141876 -0.00750526 -0.0240863 -0.00416849 -0.013459 0.000597676 -0.00148103 -0.000570301 0.00119153 -0.00164942
internal_weight=73.0286 33.3503 31.094 29.5672 2.41127 0.820802 0.394867 0.285799 0.183991 0.112353 0.0637744 1.59047 0.0405923 27.1559 3.14821 24.0077 22.6229 2.73965 1.64014 19.8833 17.3462 2.53707 0.425027 2.11204 1.31338 39.6783 1.96893 17.1029 10.9454 9.95534
internal_count=4633 2517 2483 2449 177 116 96 93 92 86 64 61 51 2272 86 2186 2094 104 64 1990 1846 144 53 91 60 2116 58 1812 1288 1268
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 1 0 2 0 0 0 2 0 2 0 1 0 2 2 0 2 2 2 1 2 2 2 2 0 0
split_gain=0.00285547 0.0296176 0.0900662 0.0937359 0.062173 0.0537941 0.0460515 0.0428222 0.0237267 0.0730181 0.0225188 0.109143 0.0395567 0.017205 0.0246402 0.0158132 0.0210171 0.0210034 0.0341892 0.0833092 0.0482327 0.0320181 0.0264435 0.0261938 0.0203782 0.0578756 0.0184449 0.193556 0.0160947 0.0211404
threshold=0.34575312120000007 0.48104847160000008 40.986363433950011 42.154118731400011 0.35331277505000008 0.34584293880000011 0.47961138885000004 41.935569238650011 0.48185683060000012 0.48265022005000008 0.48588365620000007 42.388109226950007 0.48368312325000012 43.321682097200004 0.47880302985000006 0.34524415440000006 0.48077901860000011 42.783136484500005 41.808689985400001 0.48104847160000008 41.184662530950007 42.759119507950011 40.408647214050006 0.34527409360000011 41.976795488650005 42.455548714850003 43.067541470150012 43.895345911700005 0.47976108500000009 0.47868327295000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 7 -2 -5 13 -4 -3 -10 12 -12 15 -7 -15 16 28 18 20 21 22 24 -17 -19 -20 -26 -25 -28 29 -1
right_child=1 8 3 5 -6 6 -8 -9 9 -11 11 -13 -14 14 -16 17 -18 23 19 -21 -22 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.0011447321121152356 -0.10570577965026913 -0.014249715510134485 0.03170304999606683 0.062273898221738191 0.051565464393697094 -0.047909409255259737 -0.10279463424401468 0.10408730841710467 0.054775946604588337 0.00023820607063299869 0.048972720890070626 -0.011038733858902125 -0.0184680961669881 -0.0096257832118954636 0.10027115006471291 -0.0046889126097571579 0.0077570773780726108 0.0042035903439524959 -0.0035305184090053156 0.034569491295853572 -0.015459683729492135 0.0060672402891040027 0.0090749445550538273 -0.013543098022645412 -0.0019643105844316415 -0.10460450496527329 -0.11891582267080975 0.027187491770372853 -0.012618726996061836 0.011125206193392244
leaf_weight=10.480477963731042 0.084651739563189388 1.1093734099972028 0.14677644450148364 0.084448111915662594 0.035752842146593578 0.052111220696276495 0.064253586970153265 0.18442146420420613 0.24702950980457572 39.42566061667133 0.49576198123395332 0.77966700951219536 1.2816996996989463 0.068088618869126094 0.029130657203495502 3.4873081799681973 4.0111831985077506 0.52116229659657065 0.14563479833304771 0.80566891189664602 2.6488602077224073 0.52055821567773819 2.3274482612250722 0.68300183720498331 0.11324329799936095 0.10669733759641531 0.1709334697185767 0.19311738064789097 1.0136397727765132 1.6214440627006741
leaf_count=784 15 15 39 14 51 40 7 9 6 3124 34 16 37 96 4 38 41 4 6 7 25 2 40 23 21 23 35 14 17 46
internal_value=-7.60216e-06 0.000536506 0.0202333 0.0353958 -0.0590058 -0.00529161 -0.0320061 0.0720089 0.000174451 0.000577796 -0.000727103 0.0122878 -0.001278 -0.0015473 0.0233036 -0.000514317 0.00142267 -0.00334401 -0.00168073 0.011297 -0.00427486 -0.00986226 0.000820289 -0.0141151 -0.0325449 -0.051757 -0.0232331 -0.0414127 -0.000514601 0.000499223
internal_weight=72.9392 41.5317 0.749635 0.62923 0.120405 0.298032 0.213584 0.331198 40.7821 39.6727 31.4075 1.27543 30.1321 0.14933 0.0972193 28.8504 17.1267 11.7236 10.1554 1.6918 8.46362 0.886134 5.81476 1.56821 0.365575 0.219941 1.04705 0.364051 13.1156 12.1019
internal_count=4633 3420 275 209 66 161 147 48 3145 3130 1213 50 1163 140 100 1126 888 238 162 59 103 52 78 76 50 44 72 49 847 830
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 0 0 2 1 0 2 2 1 0 1 1 1 2 2 2 1 2 1 0 0 0 2
split_gain=0.00268197 0.010154 0.0425095 0.0255764 0.069139 0.04917 0.111692 0.0496393 0.068704 0.220222 0.0137065 0.00921047 0.0219053 0.0805633 0.040027 0.020253 0.146995 0.0348069 0.0198753 0.0297216 0.0345835 0.0144443 0.0298866 0.0340837 0.0552813 0.0276551 0.0422528 0.0273129 0.018739 0.0140765
threshold=41.319407281650008 40.94178426300001 0.34515433670000012 0.34536391125000004 0.34560342505000002 0.36042334060000009 0.38723391515000005 0.42307116555000007 0.55980359870000018 0.5641597557000001 40.858951393400005 0.41808628485000005 0.56685428580000019 40.722669576350008 40.00488309970001 0.41861022125000008 0.54413041525000005 0.43349001525000008 0.41917906650000009 0.42209814075000007 38.911218973650008 38.751720283100006 39.032633164100012 0.3447651268000001 40.21994457600001 0.3453339720000001 0.48077901860000011 0.47868327295000007 0.47774018740000007 38.324118171300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 -5 -6 -7 -8 -9 -10 11 21 14 -14 18 -16 -17 -18 -13 -20 -21 29 -23 24 -24 27 -27 28 -25 -1
right_child=-2 2 3 4 5 6 7 8 9 -11 -12 12 13 -15 15 16 17 -19 19 20 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00052384194051207039 -0.00066953210418914388 -0.014022822381254647 0.019772716665931694 -0.02111746170186321 0.029631053615384075 -0.055082578426700259 0.024128704680824013 -0.065483414877570215 0.10282281080566413 -0.078973175889506891 -0.010483730898893831 -0.010911627100597187 0.00071528061636386793 0.089334225065452494 -0.0031084811200187729 0.0025603646498526798 -0.10547482397777037 -0.0468893486539547 0.029376468827416003 0.0062481411666317037 -0.032377882116633554 0.018409101311669531 0.0054629922854841379 0.014913970110167131 -0.026073278682587315 -0.012489652796590716 0.0037286133495746604 0.018302741606763841 -0.0067332609982397457 -0.01154908649417271
leaf_weight=6.8769076753450111 33.20359219956925 1.0447383243774329 1.3743530703554823 0.85435658786445889 0.96589538257103447 0.29083469167380815 1.0758943255059419 0.17019332369090978 0.13922895863652229 0.12779484532809704 1.2317190086625505 1.1069470165311952 1.3326545094005569 0.1111403774473273 0.48988661915063847 0.62757170625991399 0.19250618136720732 0.2143061831934574 0.42171185047496385 1.3422035120959668 0.28018555939252099 1.130527958108362 1.1396742606266372 0.63596485906293709 1.0850647775841933 1.9631205929130064 8.8396653912984657 2.1075944744516164 1.0772774438664781 1.3925154572179463
leaf_count=515 2517 40 28 18 22 13 34 9 2 41 37 16 560 14 2 9 17 27 25 98 40 35 31 70 35 42 246 38 7 45
internal_value=-6.53445e-06 0.000548777 0.00432246 0.00815678 0.00375183 0.0114228 0.0016734 0.0125824 -0.0158303 0.0158171 -0.000129974 0.00026403 -0.00322973 0.00753699 -0.00655462 -0.0198582 -0.0277909 -0.0746124 -0.000119238 0.00572519 -0.000422548 0.00107851 0.00266945 0.00161332 -0.00991809 0.00336763 0.000781372 0.0106798 0.00130231 -0.00238042
internal_weight=72.846 39.6424 6.04329 4.99855 3.6242 2.76984 1.80395 1.51311 0.437217 0.267024 33.5991 32.3674 6.11911 1.44379 4.67532 1.52427 1.03438 0.406812 3.15105 2.0441 1.62239 26.2483 17.9789 16.8484 2.22474 14.6236 10.8028 3.82084 1.71324 8.26942
internal_count=4633 2116 207 167 139 121 99 86 52 43 1909 1872 808 574 234 55 53 44 179 163 138 1064 504 469 66 403 288 115 77 560
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 0 2 2 0 1 0 2 2 2 1 0 1 0 1 2 1 2 1 2 0 0 2 1 1
split_gain=0.00296764 0.0836649 0.0207387 0.0178399 0.0659389 0.0429016 0.0506274 0.114462 0.030027 0.0238174 0.156798 0.0360894 0.0235706 0.0171597 0.0189594 0.0173044 0.0174571 0.045567 0.015393 0.066594 0.125466 0.0727266 0.0518928 0.0162862 0.0304549 0.0137884 0.0134364 0.0125841 0.0620489 0.0158716
threshold=40.148327922700012 40.21994457600001 40.250747516500006 0.50291907430000016 0.36551300860000008 0.50452082270000009 0.51809826055000008 38.911218973650008 39.427119987250002 0.52252926560000013 0.38906020780000011 0.52324780695000006 39.788107623550012 40.003678352300007 39.896141435400004 0.38906020780000011 0.52401125715000008 0.39431454150000006 0.48911709230000006 0.34512439750000007 38.324118171300007 0.35585760905000008 36.772607578000013 0.34446573455000007 38.171717059500004 0.47396784530000008 0.53866650695000018 40.518963363600001 0.38045268105000002 0.4172030777500001
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 10 -8 -11 -10 14 15 -13 -17 -18 19 23 21 -21 -20 24 25 -1 -19 28 -4 -30
right_child=1 2 27 4 5 6 9 -9 12 11 -12 13 -14 -15 -16 16 17 26 22 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0050666949018884095 0.029831947284704487 -0.01385330517221761 0.0176161823208155 0.053146149737474849 -0.042097612006099933 -0.010591804241577627 0.03341087498517159 0.075826640509936857 -0.027421488248138528 0.023274110151755047 -0.052253158785632914 -0.016338888747583154 -0.0073499904800592448 -0.01536301648841679 0.016999648128442495 0.016568122936130629 -0.043357848301346535 -0.011402477437587695 0.0064378526433244146 0.058193617112184952 0.089637821111682628 -0.10808329613587549 -0.028873147431106312 -0.015052867856455324 0.028211634584662072 -0.013338760784327098 0.0024788141765667779 -0.00031422573004993853 -0.018969742907815487 -0.00014608865418025546
leaf_weight=1.0096720550344906 0.94771454147910006 1.0814452234041443 2.0481842458143587 0.24117205664515395 0.23365790629759331 0.33415745337606395 0.36895436808117565 0.28312767607712885 0.77921806780483427 0.67761928153777162 0.50767579227249371 0.65154954721219649 2.3482449554053986 0.7284761467307711 0.65314455043029784 0.63098204048947071 0.2428213373256084 0.7952805922181766 1.0768666637159183 0.044065920699088171 0.22379011127887161 0.065261072588188848 0.67835456455213705 0.60798372483353347 0.40382406386879655 0.68192790527609748 5.6601707236997587 46.848390432345397 0.73863440984860051 1.1381322014190356
leaf_count=145 34 17 52 5 8 36 23 29 40 20 33 15 38 49 18 12 34 96 45 26 19 28 40 40 24 13 677 2964 15 38
internal_value=-4.69626e-06 0.000387725 -0.000150407 -0.00104448 0.00138523 0.000324418 0.00118381 0.0290454 -0.00472893 -0.000391624 -0.016199 0.000988576 -0.0123509 -0.000624372 0.000619178 -0.00072139 0.00066696 -0.000830941 0.00024574 0.00455489 0.0467427 -0.0410628 -0.00720908 -0.000643534 0.00353731 -0.00235302 0.000768706 0.000141457 0.00558051 -0.00755447
internal_weight=72.7305 52.8025 51.8548 19.928 12.0088 11.7676 11.534 0.617285 7.91921 10.9167 0.87663 10.04 3.12746 9.36242 8.63395 7.9808 7.32925 6.69827 4.79175 3.03652 0.333117 0.109327 1.75522 2.70341 2.09542 1.6916 6.45545 50.7733 3.92495 1.87677
internal_count=4633 3120 3086 1513 1055 1050 1042 65 458 977 56 921 78 901 852 834 819 807 380 295 73 54 85 222 182 158 773 3069 105 53
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 1 2 0 1 0 2 2 0 1 1 0 0 2 0 2 2 2 2 0 2 1 1 2 2 2
split_gain=0.00277603 0.0244371 0.0819791 0.0810645 0.0536071 0.0455287 0.0430809 0.0426424 0.023396 0.0471729 0.0562205 0.0384503 0.028701 0.0188985 0.068339 0.0186553 0.0552814 0.0143603 0.0225158 0.0161684 0.0137561 0.0743263 0.0728089 0.0538762 0.0470042 0.102066 0.0895061 0.0837204 0.0372881 0.0371093
threshold=0.34575312120000007 0.48104847160000008 40.986363433950011 42.154118731400011 0.35331277505000008 0.34584293880000011 41.935569238650011 0.47961138885000004 0.34566330350000002 0.48588365620000007 42.388109226950007 41.489621506400006 0.48458129995000004 0.34560342505000002 0.34554354660000003 0.48185683060000012 0.48265022005000008 43.321682097200004 0.47880302985000006 42.759119507950011 40.148327922700012 39.656620114300004 40.574766824850009 0.47820424540000012 41.037275035300006 0.34545372890000009 0.34494476210000008 40.986363433950011 41.243661560350013 40.767054867700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 6 -2 -5 -4 17 9 12 -11 -10 13 14 20 -3 -17 19 -19 -7 21 -1 23 -22 25 26 -24 29 -26 -28
right_child=1 15 3 5 -6 7 -8 -9 11 10 -12 -13 -14 -15 -16 16 -18 18 -20 -21 22 -23 24 -25 28 -27 27 -29 -30 -31
leaf_value=0.0026766913254958865 -0.10524372820194752 -0.012545286862533268 0.028684884642343301 0.058174062221923964 0.045254857532581648 0.011428551279655766 0.10313964829963412 -0.10252243222791342 -0.023249588258333127 0.045662422681209146 0.0015016453225779748 0.00018418264209953423 -0.024603783350412991 0.01231741338756261 -0.027520546271051299 0.049012818240427997 0.00028571697478344129 -0.008572797968402884 0.10024552534931493 -0.10119347089312394 0.0031540701084994092 -0.026748735058070051 -0.0025333651747698068 0.029178161954395623 0.019189814362186114 0.0095284554322124237 -0.055351236744124982 -0.027984198720270512 -0.00047596460062872557 -0.12419205441177517
leaf_weight=3.3850548477939304 0.07802313743553968 1.1143522723713477 0.14424781649631768 0.081652186996961973 0.033973364835493292 0.025895910826875479 0.16848767270130338 0.058229721507814247 1.1720165591686957 0.48927548760548123 0.70177435202640481 1.7392673550784818 0.49277845397591491 1.145502260811553 0.923374007916549 0.23421804267110147 39.277649698389645 0.068029086882518186 0.026390786049887538 0.025105793426951739 1.727523915546388 1.1500561549009942 0.65777762185560218 1.4745078813284633 1.0399888958433372 1.1072004344314335 0.14487374444320267 0.5527147501707077 13.223047144527888 0.1704165069386363
leaf_count=254 15 15 39 14 51 17 9 7 10 34 14 44 4 13 20 6 3124 96 4 23 30 28 16 31 41 5 61 5 598 5
internal_value=-1.8069e-06 0.000536129 0.0189279 0.0336323 -0.059591 -0.00491422 0.0687977 -0.0302089 -0.000712295 0.000163312 0.0196426 -0.00924972 -0.000689822 -0.000248496 -0.000811729 0.000214692 0.000574561 -0.00125312 0.0218424 -0.0440101 0.000189451 -0.00478529 0.001312 0.0151379 -0.00130821 -0.0135842 -0.0303562 -0.0514405 0.000957965 -0.0925602
internal_weight=72.6334 41.3363 0.710035 0.598039 0.111997 0.285303 0.312735 0.203651 31.2972 28.3859 1.19105 2.91128 27.1948 26.702 25.5565 40.6262 39.5119 0.145422 0.0944199 0.0510017 24.6332 4.53511 20.0981 3.20203 16.896 2.63298 1.52578 0.868005 14.263 0.31529
internal_count=4633 3420 275 209 66 161 48 147 1213 1159 48 54 1111 1107 1094 3145 3130 140 100 40 1074 282 792 61 731 92 87 71 639 66
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 2 0 2 0 2 0 0 2 2 0 1 1 1 2 0 0 2 2 0 1 0 0 1 1
split_gain=0.00265144 0.0144776 0.0117773 0.00527754 0.0431208 0.0458119 0.0917799 0.031068 0.029395 0.0318583 0.0125766 0.0123532 0.0122605 0.0171629 0.0221915 0.0168452 0.013383 0.0102207 0.0250204 0.0233593 0.0364192 0.0146827 0.106404 0.0219051 0.0140646 0.0100654 0.0485158 0.0205033 0.134253 0.031745
threshold=43.735142172100005 43.564719632750005 43.847394126900006 0.47721625100000004 42.759119507950011 43.022303514600004 43.067541470150012 0.47757552170000012 42.546237522150008 0.47642286160000008 42.055256506450007 0.47449178170000011 0.47868327295000007 41.257948413050009 41.444941515100005 0.47905751325000007 0.34536391125000004 0.32467590790000006 0.32168198560000011 41.529896397300007 0.41229304515000009 0.47396784530000008 39.065416244600009 38.171717059500004 0.46898296455000005 0.34491482290000003 0.48265022005000008 0.48458129995000004 0.34587287805000005 0.34506451900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 8 -6 -7 -5 9 10 17 -12 13 -9 -15 -14 -16 18 19 20 -1 22 24 -23 -19 26 -17 29 -29 -27
right_child=2 -3 -4 7 5 6 -8 12 -10 -11 11 -13 15 14 16 25 -18 21 -20 -21 -22 23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.066381749597678216 0.024607856951362174 -0.013034719226584593 0.0011491381886802525 0.016375839944888598 -0.10746471023142534 0.10138199236634718 -0.10275665150543956 -0.011903587263334925 0.043233460248347032 -0.018748479984430629 0.062720242923730837 -0.0030488511619616611 0.011005150371006 0.0081112948593502297 -0.017419702543695931 0.014465814939725753 0.0025193740931928853 -0.0041251264338295363 0.099435734380352581 0.1003683743274499 -0.055246103707625921 -0.0073466894356471503 -0.10262536396513743 0.017846133688244972 0.026883848245916088 -0.017582802287084046 -0.0060198594007795899 0.035158091660609389 -0.00014396859424587087 -0.0019322873225545529
leaf_weight=0.037297101873699168 0.22249610280905319 0.86468563389438102 5.6118538975057168 1.1682878820283793 0.080576645824549042 0.043012623276084128 0.045134657172908099 2.0346881051882511 0.14256352751296653 0.96647257342556248 0.06627877126490922 0.050180440865005949 1.4423435845019401 1.5830884054303171 0.81713352540782558 2.3797716321423641 0.57244659640855389 0.98766384768505655 0.035436850186687074 0.021374621219663159 0.072422708164175731 0.63091399671975501 0.10957813871504374 0.76196174859796884 0.17169712176838559 1.4269591849297274 2.2482352294027805 1.1139531037770201 32.708916740632972 14.125985497019114
leaf_count=44 24 48 1164 27 36 6 89 38 19 43 36 13 42 6 20 28 35 146 13 22 60 12 124 42 6 18 25 38 2118 291
internal_value=-5.21044e-07 -0.000179312 0.00204375 -1.04916e-05 -0.00343057 -0.0529642 -0.00314452 0.000223865 -0.00136894 -0.00299467 0.00217567 0.0343814 -8.8278e-05 -0.00482714 1.64435e-05 0.00033969 -0.00920567 0.000849573 0.024883 0.00473026 -0.0139011 -0.000654032 -0.00843528 0.00643485 0.000467189 5.48347e-05 0.0045141 -0.000363133 0.0010187 -0.0033682
internal_weight=72.5434 66.7091 5.83435 65.8444 4.22257 0.168724 0.0881473 61.6218 4.05384 3.91128 2.94481 0.116459 60.4535 5.00736 2.97267 55.4462 1.38958 2.82835 0.166531 0.131094 0.10972 2.66181 1.26894 1.39288 1.15936 54.0038 4.62801 49.3758 33.8229 15.5529
internal_count=4633 3445 1188 3397 711 131 95 2686 580 561 518 49 2659 99 61 2560 55 469 139 126 104 330 276 54 152 2518 53 2465 2156 309
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 1 0 0 1 2 2 0 0 2 2 1 2 1 0 1 2 2 2 0 2 2 0 2 0
split_gain=0.00318209 0.0176574 0.0410851 0.00880636 0.0542705 0.0434307 0.0154135 0.0432391 0.0612036 0.0508878 0.0979906 0.109666 0.0905269 0.0467428 0.0364568 0.0834085 0.0367786 0.019514 0.0192267 0.0391909 0.172037 0.148869 0.0893289 0.0899526 0.0754275 0.114707 0.0812812 0.0791501 0.067536 0.0672166
threshold=41.243661560350013 41.16018805045001 0.34554354660000003 0.56974342085000018 0.44922307715000004 46.645430295100006 0.44618424600000006 0.54986377655000018 0.55348642255000013 0.41997245590000004 42.620627117000005 43.067541470150012 0.54191491270000014 0.53938504835000012 42.580420142950011 43.521589032450009 0.43593006200000012 49.960114208400007 0.39995808510000008 0.49688632075000011 0.3475943834000001 41.32819714970001 41.489621506400006 42.409092016550012 0.52507409960000018 42.620627117000005 43.61821939175001 0.53499895210000015 42.371983470600007 0.50947576420000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 9 -9 13 -11 -12 -13 18 -10 -16 17 -17 19 -2 -21 -22 -23 28 25 -25 -26 -28 -24 -27
right_child=3 2 -4 4 -6 -7 -8 8 14 10 11 12 -14 -15 15 16 -18 -19 -20 20 21 22 23 24 26 29 27 -29 -30 -31
leaf_value=0.00033699092268169641 -6.8403714285867449e-05 0.035111906906281506 -0.012583383867032161 -0.10104736297875068 -0.001153388584639724 0.031192519080020926 0.010793113516112379 -0.10347672276091587 0.0087765221685925029 0.076476813303109931 -0.10677115846713892 -0.075988431680154359 0.10099299992119869 -0.02461302136457259 -0.10339806836282102 -0.10071493834528288 0.093151196842670814 0.031900366370699706 0.006910702889562529 -0.12713375247126951 -0.12396934738929195 0.092857782898113958 -0.02304185806908739 0.096328612892353185 -0.10374085281827899 -0.022145592511468994 0.046469204445256464 -0.10342091569587655 -0.12320493595427245 0.044345207104516393
leaf_weight=36.027917210362453 26.398857883970358 0.44696060937962911 0.30307000504399184 0.10211566694397578 0.95955110343496486 0.03281676830587088 1.1894853918671149 0.090354002397453281 0.28962418236187659 0.24159942626329245 0.082507998863547982 0.043766385741724978 0.085095316171646118 0.80242882935954085 0.11302488745786832 0.023037546260411546 0.04265256935468642 0.021405641837191069 3.4170919284915149 0.12795532832387735 0.10157738591078658 0.09910458191006899 0.24882173667253926 0.17372176563367225 0.10822097509412743 0.37817037256900221 0.13064990191111292 0.048236158792860806 0.092282342702674214 0.25426053601398735
leaf_count=2011 1064 20 28 42 553 42 106 27 24 28 6 94 3 47 18 35 7 11 82 3 13 16 73 9 40 41 110 9 11 60
internal_value=3.25131e-07 0.000653138 0.0158393 -0.000672229 -0.00950368 -0.0688854 -0.0003929 -0.000791099 -0.0278546 -0.000312956 0.0329726 -0.0167535 0.0408833 -0.000778573 -0.013903 -0.0467258 0.0268183 -0.036842 -0.000172934 -0.00103245 -0.0154678 -0.00672909 0.00103694 -0.00530724 0.00868086 0.0243562 -0.035333 0.00605173 -0.05014 0.00458616
internal_weight=72.4764 36.7779 0.750031 35.6984 1.09448 0.134932 34.6039 33.4144 0.580099 32.8343 0.452969 0.21137 0.128862 32.3814 0.489745 0.200121 0.0870958 0.0444432 31.579 28.1619 1.763 1.63505 1.53347 1.43436 1.09326 0.806153 0.287107 0.178886 0.341104 0.632431
internal_count=4633 2059 48 2574 637 84 1937 1831 122 1709 131 103 97 1578 95 71 53 46 1531 1449 385 382 369 353 269 110 159 119 84 101
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=1 0 2 2 1 2 2 2 1 1 2 0 2 0 2 2 0 1 2 1 0 1 0 2 1 2 1 2 2 2
split_gain=0.00297577 0.0208095 0.0713748 0.0709698 0.0486397 0.0431477 0.0451717 0.0427617 0.0361753 0.0180883 0.0301478 0.029006 0.0526995 0.0220798 0.0177356 0.044459 0.0368115 0.0360867 0.0618561 0.0957212 0.137288 0.0576184 0.034061 0.0323612 0.0303007 0.0483082 0.0759024 0.0987784 0.045961 0.122804
threshold=0.34575312120000007 0.48104847160000008 40.986363433950011 42.154118731400011 0.35331277505000008 43.276780833950006 43.384297312450009 41.935569238650011 0.34626208795000007 0.34566330350000002 41.489621506400006 0.48588365620000007 42.388109226950007 0.48458129995000004 40.574766824850009 40.165165956550005 0.47820424540000012 0.34479506600000004 42.844429421150004 0.34506451900000007 0.47774018740000007 0.3447052483500001 0.48001556840000009 42.455548714850003 0.34548366815000003 41.037275035300006 0.34545372890000009 40.986363433950011 40.767054867700004 40.722669576350008
decision_type=2 2 2 2 2 2 2 2 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 -5 -7 -4 -8 11 -11 13 -13 14 15 -1 -17 21 19 20 -19 -16 -20 24 25 26 27 28 29 -21
right_child=1 -3 3 5 -6 6 8 -9 -10 10 -12 12 -14 -15 17 16 -18 18 22 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016516580715886589 -0.10472445263437946 0.00026639269666974642 0.026358469767404569 -0.066611019490437753 0.041730596640105505 0.085195218880897636 -0.1022181717815126 0.10243580805226322 0.018467619757808432 -0.020534374089845847 0.00015092828083115026 0.041216839966463116 -0.0021217329112610639 -0.02154154551929011 0.0016317062811129061 0.0031369146340595984 0.024878348254243118 0.00030417426360215897 -0.010585286845097115 -0.1161757953370281 -0.055770291291965007 0.039436285002371119 0.014110538020251938 -0.023099313393192461 -0.014435228351036989 0.0074336016094946741 0.012057709995861851 -0.0090819123596026282 -0.12328170913424308 0.10141446655530717
leaf_weight=6.1743569986147886 0.071069171373613224 40.470962440641536 0.14229319950209179 0.079996729983497217 0.033303232477659553 0.069490450301174178 0.034680392336554178 0.15367633096320787 0.087506825716616277 1.1841654032468789 1.7397290211392826 0.4728552303276945 0.69002195098437369 0.4955934314057221 4.7400595663511735 1.7242865443071766 1.4201871657278387 0.8048712320451139 0.75680098166553422 0.072360973019044428 0.95429508477286618 0.4406324203882831 2.1312291724607348 0.80587936926667669 1.4900529071737763 3.830820773045275 0.58452746085822582 0.47124351561069489 0.14511132845655084 0.040429770946502686
leaf_count=290 15 3145 39 49 51 8 18 9 86 10 44 34 14 4 363 30 31 28 71 58 22 20 31 37 37 79 3 2 4 1
internal_value=-2.16006e-06 0.000556195 0.018009 0.0319835 -0.0579935 -0.00492256 0.0208231 0.0658601 -0.0157866 -0.000739175 -0.00822654 3.58927e-05 0.0155008 -0.00062814 -0.000238307 0.00327755 0.0129563 -0.00213564 -0.0051284 -0.00913649 -0.0301145 0.00484709 0.00763906 -0.00417657 -0.00187808 0.00175898 -0.0147889 -0.0363107 -0.0860637 -0.0381807
internal_weight=72.3125 41.143 0.672016 0.567644 0.104372 0.271674 0.191678 0.29597 0.122187 31.1695 2.92389 28.2456 1.16288 27.0827 26.5871 9.31883 3.14447 17.2683 12.0876 9.19959 1.75917 5.18069 2.88803 7.44043 6.63455 5.14449 1.31367 0.729146 0.257902 0.112791
internal_count=4633 3420 275 209 66 161 112 48 104 1213 54 1159 48 1111 1107 351 61 756 373 271 50 383 102 221 184 147 68 65 63 59
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 1 0 1 2 1 0 0 0 0 2 0 1 0 1 1 2 1 2 1 0 1 0 2
split_gain=0.00406029 0.0210065 0.0484673 0.00677783 0.0391798 0.0336323 0.0234439 0.105094 0.0309263 0.0722446 0.0391502 0.0218583 0.046521 0.0190255 0.0313678 0.0620838 0.0791781 0.0140782 0.0143178 0.0320443 0.0647676 0.104667 0.0833121 0.033923 0.00994079 0.0309238 0.0612085 0.0153766 0.00909025 0.0753572
threshold=41.184662530950007 41.087689990200012 0.3453339720000001 0.47880302985000006 0.34521421515000011 0.34515433670000012 0.3447651268000001 0.34491482290000003 0.48001556840000009 0.34527409360000011 40.890797847750008 0.34458549145000011 0.47604862130000009 0.47757552170000012 0.47736594710000008 0.47568935060000012 40.300545846000013 0.48032993025000009 0.34569324270000007 0.48458129995000004 0.35986946500000005 0.34650160175000005 40.165165956550005 0.36265381275000008 37.995872310650007 0.34422622080000004 0.47076434840000009 0.34007963835000005 0.56685428580000019 40.806664626150003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -5 -8 -9 -10 17 12 24 14 15 16 -13 -11 -19 -20 21 -21 -23 -22 25 26 27 -1 -25 -30
right_child=-2 2 -4 6 -6 -7 7 8 9 10 -12 13 -14 -15 -16 -17 -18 18 19 20 23 22 -24 28 -26 -27 -28 -29 29 -31
leaf_value=0.0051192455032385373 -0.00075549154024252883 -0.0056646585564003602 0.033955035744458129 -0.012402135263928887 -0.019057392355255064 0.022792971836969517 0.037572552252145577 0.01447879573965849 -0.02518500467774596 -0.014771376909019236 0.019450697540714299 0.094007170201785922 0.035641510303344719 -0.02549567486714879 0.0096682189484759238 -0.10485277986672543 -0.10589834497309397 0.0087494060059963696 -0.016223582814282309 -0.006523093607059831 -0.037495672009921543 0.017197450659125927 0.10122348347364037 -0.00087128897940063092 -0.0075737368801177376 -0.0039082396619760382 0.10130870371573375 -0.1034236940928563 0.00084911881531808176 0.086980280257141662
leaf_weight=0.039909517255152127 35.895089252694198 0.63644519729482485 0.59970390988374334 1.2692079825792486 1.1827270070238842 0.63220375217497338 0.78482302557677286 1.4885623097652594 1.1201379639096583 0.63370246812701836 1.0741866383259751 0.052827910473182138 0.38028728310018767 0.60609230381305679 0.56310787796974182 0.077575420844368637 0.03170385273847387 1.8603513017296816 1.2070632249141535 0.48945540189743297 0.24758267734432848 0.23451665956054057 0.23750048081274144 17.449312984256334 1.3195447775486919 0.52974775156977461 0.08719427696087223 0.01939350636824444 1.3440637239161741 0.10988368893595168
leaf_count=124 2600 18 38 16 96 5 11 23 11 5 50 34 11 23 3 6 58 18 21 3 15 28 23 709 71 8 8 5 571 21
internal_value=-1.29128e-06 0.000744315 0.0135564 0.000292749 -0.002923 0.00147433 0.000893701 0.0014904 0.000460508 -0.000341833 0.000776304 -0.00216104 0.00358652 -0.0124191 -0.0014905 -0.0402523 0.0190321 -6.60685e-05 0.000335955 -0.000398212 0.000551566 0.025878 0.059476 -0.000719952 -0.00252139 0.00733716 0.0480016 -0.0303769 -0.000238287 0.00735858
internal_weight=72.2039 36.3088 1.23615 35.0727 5.52232 4.33959 29.5504 28.2811 27.4963 26.0078 24.8876 3.70738 2.37608 1.33131 0.725215 0.162107 0.0845318 23.8134 23.1797 21.3194 20.1123 0.961473 0.472017 19.1508 1.99579 0.676245 0.146497 0.059303 18.9033 1.45395
internal_count=4633 2033 56 1977 452 356 1525 1509 1498 1475 1464 351 227 124 101 98 92 1414 1409 1391 1370 54 51 1316 216 145 137 129 1301 592
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 0 0 0 2 2 2 1 0 2 0 0 0 0 0 1 1 2 0 1 0 2 1 1 2
split_gain=0.00333139 0.0176918 0.00638349 0.0392099 0.104006 0.0802565 0.0805707 0.0742723 0.0378881 0.0531914 0.054441 0.036596 0.0408828 0.0278421 0.023955 0.0479626 0.0327032 0.0236779 0.0181644 0.01673 0.0152508 0.0148855 0.0146632 0.0248961 0.0163099 0.097764 0.018319 0.149196 0.101649 0.0620707
threshold=41.184662530950007 41.11191809080001 0.34575312120000007 0.34536391125000004 41.489621506400006 43.067541470150012 0.48847339900000003 0.48104847160000008 0.48104847160000008 42.154118731400011 41.935569238650011 43.276780833950006 0.34587287805000005 0.47976108500000009 41.489621506400006 0.48389269780000005 0.47811442770000007 0.47880302985000006 0.47820424540000012 0.47774018740000007 0.35799826355000003 0.36166581840000006 41.319407281650008 0.48265022005000008 0.34626208795000007 0.48911709230000006 42.027798546600003 0.3475943834000001 0.35027394390000005 41.935569238650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 14 -5 7 -7 18 9 10 -4 19 -13 17 16 -16 -2 20 -6 -11 -14 -22 -10 -24 -25 -26 27 -27 -29 -30
right_child=2 -3 8 4 5 6 -8 -9 22 11 -12 12 13 -15 15 -17 -18 -19 -20 -21 21 -23 23 24 25 26 -28 28 29 -31
leaf_value=0.00029297808230534478 -0.0016465442658194886 0.013315259950116586 0.0089352872624449044 -0.040004438107609633 0.0042299162838481978 -0.056244523290354301 0.0013794688596596571 0.028107184269671365 0.010942381729561468 -0.0060554786868582781 0.10147818361565852 0.087195335240002766 -0.10033261491960757 -0.10268903113117703 -0.00016921022778011504 -0.032230614140525707 0.018300836997179385 0.10021705191138622 -0.019070862315816978 -0.10116993531368337 0.096068762374411601 -0.021353065024928845 -0.014973852408349265 0.005618529070133921 -0.044441504646761859 -0.12749234021754224 0.0012142073857197703 0.1016713616418134 -0.029150542061373869 0.048073472251646411
leaf_weight=35.155551221845357 1.6915719553687734 1.0751803843485053 0.11616064352211175 0.92761823139153321 0.65414726080052854 0.46742010602183359 0.50457907468080521 1.0222659754799677 1.1152952050783849 0.031111991248836901 0.14040285052033141 0.06022514621145092 0.016562721057823637 0.027176086790859699 8.5440386626736373 0.49354488577228117 1.5986511856317518 0.023090417729690671 0.68481508419245074 0.045592925652272243 0.014520042313506565 0.042094273429228224 1.1703733632430182 4.0651739749591806 0.51256498789302796 0.10190125554799845 11.12991988640521 0.089287098497152328 0.48283443162717088 0.13268648524990567
leaf_count=1994 27 39 33 21 23 39 2 34 52 30 9 6 17 2 481 31 19 4 25 19 65 18 15 83 27 1 1302 2 172 41
internal_value=2.91015e-06 0.000679426 -0.000679731 -0.00211857 -0.0103882 -0.0021462 -0.0263311 0.00780949 0.000555886 0.0272639 0.0595788 -0.00457808 0.0196496 -0.0133043 0.000739662 -0.00192009 0.00804547 0.0119288 -0.00768732 -0.0625909 -0.0159299 0.00876246 -0.000178495 -0.000879838 0.000119005 -0.00167682 0.000159522 -0.0143916 0.00196047 -0.0125035
internal_weight=72.1364 36.2307 35.9056 16.5887 4.26085 3.33323 0.971999 2.36123 19.317 0.516937 0.256563 0.260374 0.183669 0.123444 12.3278 9.03758 3.29022 0.0962675 1.33896 0.0767049 0.073177 0.0566143 18.8 17.6847 16.5144 12.4492 11.9366 0.806709 0.704808 0.615521
internal_count=4633 2033 2600 702 144 123 41 82 1898 203 42 161 112 106 558 512 46 104 48 49 100 83 1695 1643 1628 1545 1518 216 215 213
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 2 2 2 1 0 2 1 0 1 0 2 2 2 0 0 0 0 0 1 1 1 0 1 1 2
split_gain=0.00339426 0.0465629 0.0170321 0.0146147 0.014442 0.0115863 0.00469785 0.0355019 0.0410308 0.0436421 0.00832118 0.0136022 0.0499832 0.0324328 0.0323094 0.0324687 0.0256314 0.0361536 0.00949041 0.00901775 0.00483621 0.0182334 0.0158269 0.00973191 0.0125319 0.00732448 0.0176193 0.00475721 0.0344675 0.0152454
threshold=43.384297312450009 43.564719632750005 43.276780833950006 0.34626208795000007 43.735142172100005 43.847394126900006 49.292797572200008 49.064150740050003 0.31118828780000007 0.39614083410000006 48.96897326980001 0.38512319990000005 0.48634771415000005 0.39150025445000008 0.47787491390000009 44.952171034750002 44.131787411600008 48.109449608500007 0.49688632075000011 0.43537618635000008 0.3972336157500001 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.50491003265000012 0.4995808509000001 0.58035687555000015 0.43593006200000012 0.43837010870000009 47.309807198350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -3 -6 7 8 9 -7 11 12 14 -13 15 -10 -14 18 -18 -17 -8 -22 -23 -24 25 26 -25 -15 -29 -30
right_child=1 4 -4 -5 5 6 20 -9 10 -11 -12 13 16 27 -16 19 17 -19 -20 -21 21 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-4.8975145735293898e-07 0.015042668308287689 -0.01167326213261358 -0.012097034772087614 0.060841487387178067 0.02496405378364001 0.03890124845339088 -0.0017757716698715881 0.045630194270813683 0.045280144302165024 -0.10140370871219676 -0.024343923792662574 -0.063262134898580832 0.089936914573594595 -0.002923208014504278 -0.025327493444824115 0.010714070061377066 -0.1011871817347143 0.076311249247419694 -0.0021258392397170436 -0.0055895042838937361 -0.084179836061882243 0.10046853419668254 -0.10022087256783561 0.044502183151790844 -0.10020864528877751 0.068494632726217475 -0.10069505384068181 0.10065620118728116 -0.024545327425966913 0.022611664814092249
leaf_weight=63.870097004877401 0.12010855573185431 0.86156393080605376 1.1855871731098293 0.16593752656837069 0.21530860505818328 0.031413645371079268 1.3456979602487988 0.1869770849048108 0.22079376210956647 0.075339188212637964 0.11019999859581719 0.085790259939585556 0.10717223398387421 1.1931863448699358 0.31571024004369963 0.82669657859332779 0.020606680885975948 0.046042185218539089 0.018223973116107572 0.57538719748538369 0.034521741466956857 0.013645414263010025 0.011733914112369348 0.022925478289835155 0.010726753519151089 0.018843308062059805 0.013151916152537524 0.037658177316188701 0.13949557088676556 0.1348095844987256
leaf_count=3300 24 48 33 40 24 48 11 31 37 29 12 16 10 225 20 30 7 7 41 84 105 1 59 18 69 8 43 2 198 53
internal_value=3.60991e-06 0.00210259 -0.000220939 0.0416109 0.000409178 0.00220025 0.00132452 0.00305467 0.00103345 -0.0601168 0.00273709 0.00353899 0.00876312 -0.00345731 0.00394234 0.00963642 0.0574261 0.0163735 -0.0546958 0.00402341 -0.003527 -0.0222976 0.00117113 -0.0163389 -0.00134578 0.0179635 -0.00842908 -4.85654e-05 0.0109463 -0.00136963
internal_weight=72.0154 6.95967 65.0557 0.286046 6.67362 5.81206 5.59675 4.1255 3.93853 0.106753 3.83177 3.72157 2.13063 1.59094 1.93859 1.62288 0.192045 0.0848728 0.0388307 1.40208 1.47125 0.125549 0.0910268 0.0773814 0.0656475 0.0549207 0.0360774 1.50515 0.311963 0.274305
internal_count=4633 1300 3333 64 1236 1188 1164 850 819 77 742 730 236 494 171 151 65 55 48 114 314 303 198 197 138 69 61 478 253 251
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 1 1 0 2 0 1 1 1 1 0 2 2 2 2 1 0 0 2 0 0 1 0 0 2 0
split_gain=0.00283293 0.0113159 0.0307252 0.0481196 0.046874 0.0495276 0.0492369 0.0587692 0.00939923 0.0464192 0.129718 0.0382768 0.0308102 0.07188 0.0171419 0.0202307 0.0356297 0.0120074 0.0582053 0.058494 0.0365177 0.0466638 0.05348 0.0140755 0.0110109 0.0566149 0.0351184 0.0423837 0.102259 0.0229652
threshold=41.257948413050009 40.94178426300001 0.47880302985000006 0.48119816770000007 0.48320409570000006 0.42307116555000007 0.34515433670000012 0.50913146310000013 40.621691032550004 0.48320409570000006 0.34548366815000003 0.34524415440000006 0.34503457980000002 0.34515433670000012 0.50947576420000018 40.806664626150003 40.679780036550007 40.148327922700012 40.21994457600001 0.34479506600000004 0.51484985480000012 0.47976108500000009 40.542362378300005 0.54353163080000011 0.50291907430000016 0.36551300860000008 0.50452082270000009 0.51809826055000008 37.345948426100009 0.52157121045000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 -5 6 -6 -8 17 10 11 12 -10 -14 -11 16 -16 24 -19 -20 21 -21 -23 -22 -1 -26 -27 28 -28 -29
right_child=-2 2 3 4 5 -7 7 -9 9 14 -12 -13 13 -15 15 -17 -18 18 19 20 23 22 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.003575348965354979 -0.00064652092344739433 -0.011717545156862864 0.028947894609592791 -0.018832140624126244 -0.00017166492269752711 -0.017576254996892891 0.079298922729828858 0.016098492314663506 -0.085326990555567722 0.010044125417259145 0.0027024574544489794 -0.12128452352418329 -0.10213588765727283 0.10124889402692082 0.0048093782192473646 0.0050729884830753424 -0.027571021470039415 0.027595876687955486 -0.022379332559425803 -0.0010407378811692737 -0.013328609115508334 0.035595154030470859 0.0050398352519560596 0.0019582208205320829 0.04998370924573986 -0.038305323085105113 -0.031029896916434319 -0.025469894600982895 0.056193465447983842 0.00045903260486279939
leaf_weight=7.8691335854061171 34.69688045346485 0.81339836829508172 0.94766823295503888 0.72562901675701175 0.49943412840366341 0.41088765685277184 0.2508086645975709 0.35593817788321758 0.093462200709164445 1.2698008891547945 0.56201342259424791 0.12553618475794792 0.033754553740891424 0.035813845694065094 0.63464002763396388 1.250850701016162 0.73150579289264783 0.91830106133206069 0.94252617579331843 2.1454658923596526 1.2106487376149746 1.0851561040690287 1.2132603989884954 1.1986996405906927 0.23364309407770534 0.23134211264550586 0.20248450094732007 0.35303965609636989 0.39980315232355679 10.530055010774975
leaf_count=458 2556 52 12 7 2 42 32 21 10 14 11 3 60 1 14 40 29 34 27 29 16 42 9 57 5 8 24 30 41 947
internal_value=3.75743e-06 0.000609064 0.00563174 0.010055 0.00207169 0.0120702 0.0230823 0.0422234 4.645e-06 -0.00412034 -0.0252805 -0.0797801 -0.047821 0.0025667 0.000510305 -0.00411563 -0.0125288 0.000689509 0.00378324 0.000978226 0.0041906 0.00956552 0.019466 -0.0057231 -0.000670712 0.00124195 0.000269988 0.00104698 0.0268696 -0.000382083
internal_weight=71.9716 37.2747 4.00376 3.19037 2.2427 1.51707 1.10618 0.606747 33.2709 4.73738 0.85058 0.288567 0.163031 0.0695684 3.8868 2.617 1.36615 28.5336 8.71406 7.79576 6.85323 4.44388 2.29842 2.40935 19.8195 11.9504 11.7167 11.4854 0.602288 10.8831
internal_count=4633 2077 168 116 104 97 55 53 1909 182 85 74 71 61 97 83 43 1727 214 180 153 80 51 73 1513 1055 1050 1042 65 977
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 1 1 0 0 1 1 1 2 1 0 0 2 1 2 0 0 1 0 0 0 0 1 0 0
split_gain=0.00296645 0.0386763 0.0145643 0.0135172 0.012497 0.153624 0.027244 0.0317715 0.0266173 0.0405547 0.0353425 0.0208939 0.0278583 0.0448525 0.0276589 0.0264774 0.0208308 0.0184265 0.0314076 0.0103052 0.00838866 0.036809 0.0073711 0.00519525 0.0147796 0.00485987 0.0349807 0.019323 0.0185098 0.021683
threshold=43.384297312450009 43.564719632750005 43.477771593600004 43.276780833950006 0.49194634890000005 0.36166581840000006 0.38512319990000005 0.39150025445000008 0.53499895210000015 0.53866650695000018 0.41861022125000008 0.3465914194000001 0.34527409360000011 44.578137159850009 0.34518427590000006 0.47774018740000007 0.53312775065000018 45.321989007550009 0.40651477500000005 44.131787411600008 0.50913146310000013 0.53312775065000018 0.31100865245000009 0.47568935060000012 0.47076434840000009 0.54191491270000014 0.54353163080000011 0.39670967935000007 0.55788748840000013 0.58887458460000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 11 -6 20 -8 10 -10 16 12 13 14 15 23 17 18 -9 -12 -7 -22 -15 24 -3 -11 -27 -28 -29 -30
right_child=1 4 -4 -5 5 6 7 8 9 25 19 -13 -14 22 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-6.8224751899505514e-06 0.019306255566842741 0.021824105769101709 0.065643442592062742 -0.010749372341076528 -0.097382798368117807 0.067949937883656109 -0.060482295525964826 -0.10068216357341374 -0.10334312713714455 -0.0037062446567386422 0.021476503538739793 0.019523133384911864 -0.026775047651636481 0.0039573421734020644 0.071534902161249123 -0.022768060084787777 0.092259428153158782 0.063801715563380476 0.09652665591989866 -0.10101047544929165 -0.10027776253170258 0.093672909825011336 -0.0058575541812985075 0.018227366799640248 0.10051223198876352 0.086967197630074489 -0.10047363273271018 0.059455965532772992 -0.054578424159199862 0.007252227107542971
leaf_weight=63.782212841498747 0.16484605344316738 0.054384126907814578 0.11525793101105153 1.1932204093260868 0.16888386943628564 0.07730819809512457 0.085579076391354536 0.023571107376142098 0.038780741134814778 1.0431857321477762 0.01027201181085502 0.68467317161088193 0.33985195898230802 1.5590580469971071 0.13567203469574451 0.10550237912684679 0.080010489095002413 0.043315637447335575 0.012284566699236166 0.020731703041462435 0.016967005459321172 0.023117710137739778 1.5026809121335416 0.056584047619253397 0.042540892958641052 0.050770576111972221 0.018563770465334528 0.052384275939765246 0.069226419151902974 0.31386131620858393
leaf_count=3300 32 48 32 33 16 12 18 95 14 12 10 94 40 57 5 6 6 42 7 81 46 4 78 4 3 5 32 23 181 297
internal_value=5.38734e-06 0.00197526 0.0383732 -0.000204101 0.000437468 -0.00583212 0.00197696 -0.000968 0.00189823 -0.00233892 0.03725 0.00344401 0.000544082 0.00323023 0.034958 0.0157988 0.0562749 0.0199089 -0.0331162 -0.0604286 0.0487012 0.0115777 -0.000859743 0.0423046 0.0563607 0.000191465 0.00824611 -0.000556536 0.00370284 -0.00392097
internal_weight=71.8853 6.90987 0.280104 64.9754 6.62976 2.14881 1.97993 1.86254 1.77696 1.58677 0.190186 4.48095 3.79627 3.45642 0.394683 0.259011 0.159182 0.0791713 0.0358557 0.0310037 0.117393 0.0400847 3.06174 0.153509 0.096925 1.54799 0.504806 0.454036 0.435472 0.383088
internal_count=4633 1300 64 3333 1236 901 885 823 805 564 241 335 241 201 66 61 150 144 102 91 62 50 135 55 51 550 538 533 501 478
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 2 1 1 0 1 1 1 2 2 0 0 1 2 2 1 0 1 2 1 2 1 1 1 0
split_gain=0.0027257 0.0102554 0.00774238 0.00510598 0.0167733 0.0128575 0.0307419 0.0192881 0.0257789 0.0296006 0.0147952 0.00702313 0.0281289 0.0319441 0.0256807 0.0344768 0.041678 0.0124166 0.0251468 0.0297537 0.00778981 0.0132308 0.00713263 0.00917027 0.0212403 0.00549945 0.0112117 0.0133546 0.00945634 0.00604992
threshold=43.735142172100005 43.564719632750005 43.847394126900006 0.61797550970000004 0.48814406755000012 0.58887458460000019 47.309807198350008 0.41861022125000008 0.43593006200000012 0.55788748840000013 0.48522499325000007 0.34554354660000003 0.38512319990000005 44.131787411600008 48.109449608500007 0.47943175355000006 0.47774018740000007 0.39670967935000007 47.74983977685001 48.109449608500007 0.3465914194000001 0.5054040298000001 0.34488488370000009 48.823707093150006 0.34377713240000007 46.095286511800005 0.51869704500000013 0.52366695605000013 0.57854555250000017 0.63528038085000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 7 -7 11 -9 -10 -11 22 13 -13 15 16 -15 18 -14 -20 -17 -22 23 24 -4 29 -27 -28 -29 -6
right_child=2 -3 3 4 25 6 -8 8 9 10 -12 12 17 14 -16 20 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-3.4367729001557848e-05 0.021375786890492535 -0.011129748724029769 0.003187672214973453 -0.10061049081023517 0.0937266696419123 -0.013526734933028504 0.073439948992566145 -0.082547008252869258 0.080013479628646855 -0.10068134962359952 0.0023028045229871552 0.052885878883845987 -0.10125411982952036 -0.077097566120682109 0.040322837861590875 -0.10475122165140756 0.081301780042024901 0.0027698672269801847 0.053156790043743102 -0.055285698080267703 -0.10087267931939739 0.028558489160087741 -0.01007300625222543 -0.0022937297529899044 0.045728021538444359 -0.056264800951061622 0.10045830727807781 -0.10015698059118738 0.013015049604905723 0.0032432034769753273
leaf_weight=65.257088542409846 0.2010295698042065 0.84381311695534478 0.70173383490255559 0.020611072679002862 0.010513079394513625 0.081976680678053415 0.080621349927948671 0.063702701667579187 0.030796174986345015 0.024338538044275992 0.032683451569482713 0.24683104542327772 0.035738975926676519 0.026180620710761104 0.10139374679829416 0.039228864014148712 0.045445611234754324 1.1093100076603901 0.048249232626403682 0.053196950868482418 0.016270851643639617 0.015347444052054016 0.64165241555383534 1.8395146700928535 0.14094444643706083 0.039834181928199541 0.013350438326597214 0.009844054496170429 0.029534820633898562 0.024870254438383199
leaf_count=3397 24 48 112 19 59 25 59 81 36 95 51 20 82 81 20 2 4 118 7 39 7 39 17 56 8 26 1 39 49 12
internal_value=5.2836e-06 -0.000176006 0.00209855 0.00139698 -0.0168912 0.00190242 0.0295942 0.00103862 -0.0341176 0.00101273 -0.0416536 0.00209115 0.00724394 0.027525 0.00185582 -0.0255199 0.0234041 -0.000739941 -0.029121 -0.00370892 -0.0749819 -0.0380471 -0.000601926 0.00166381 0.0103029 -0.00340484 -0.016223 0.0140265 -0.015276 0.0301276
internal_weight=71.8256 66.1009 5.72475 5.52372 0.148558 5.37516 0.162598 5.21256 0.151521 0.0878182 0.057022 5.06104 1.73719 0.490698 0.243867 0.142473 0.0716262 1.2465 0.137185 0.101446 0.0708472 0.0316183 3.32385 2.68219 0.842678 0.127947 0.0925635 0.0527293 0.0393789 0.0353833
internal_count=4633 3445 1188 1164 205 959 84 875 263 182 146 612 419 173 153 133 85 246 128 46 48 46 193 176 120 186 115 89 88 71
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 2 2 2 1 0 0 2 1 1 0 2 0 2 0 0 1 0 1 1 1 2 0 2 2 0
split_gain=0.00273856 0.023577 0.00898467 0.00860979 0.0523313 0.0147513 0.0315323 0.016352 0.0145504 0.0271647 0.00935562 0.0184137 0.0227722 0.0133247 0.0127928 0.00877764 0.00833537 0.0079221 0.00771205 0.00736691 0.00505096 0.00318057 0.00825053 0.0029019 0.021091 0.0157496 0.0150146 0.0293984 0.0360885 0.00877377
threshold=0.57212358910000016 0.57403969940000021 40.00488309970001 40.858951393400005 0.57927906350000014 42.498713093000006 42.654057868200006 44.749265482150008 0.45932756505000005 0.58887458460000019 0.61797550970000004 47.309807198350008 0.48616807880000007 0.49585341755000006 0.61400856260000014 46.095286511800005 0.62143349005000015 48.823707093150006 0.66718062335000017 0.62376874945000005 0.50491003265000012 0.61797550970000004 0.46636328255000009 0.45107930900000009 0.44618424600000006 39.476991512000005 0.56345618395000019 42.283941020600004 41.087689990200012 0.56685428580000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 -2 16 -4 -5 8 -7 21 -6 -10 11 -9 17 -12 -14 -15 -3 -13 -17 -18 -20 -8 -23 24 26 29 -1 28 -28 -25
right_child=1 2 3 4 5 6 7 10 9 -11 13 12 14 15 -16 18 19 -19 20 -21 -22 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=8.9383192215971311e-05 -0.10071356150338054 -0.10017761218524507 0.0066180217870828693 -0.10115669310863229 -0.10227513478187991 0.086618516709975391 -0.10031327836379451 -0.016645334949110763 0.033740981903322718 -0.10034635109424535 -0.066405224454691922 0.10034584828257231 -0.10018935714976625 0.064270831987942117 0.036397046570630379 -0.041788052471250836 0.074278337584000126 0.039412839309187521 0.079246171791902964 -0.10010058619772121 -0.00054730964654345251 0.10011015173712157 -0.10017614087673291 -0.0035814964141012507 0.012664600753615385 -0.011684117134418161 -0.0045782600071807159 0.010626079107511621 -0.076781273979515632 0.012775868530092986
leaf_weight=66.223143369816526 0.025029379082993519 0.017759154181488337 0.6354374208570186 0.057049733825010662 0.024556223625495477 0.045344491656919672 0.018267601504021513 0.086136676210117002 0.044007549964362624 0.023007935818044167 0.037675519225388143 0.043181698536500335 0.014246239767743418 0.019094129158020223 0.013221123605035245 0.041212791209318311 0.0067869899860397709 0.042178424526142066 0.010430305148474872 0.0037675570316707402 0.033133647899660446 0.0032310422975569963 0.0056590410722989759 0.68461967468658291 1.3329121365423748 1.1741480447542576 0.14565891692535515 0.21104376335279085 0.13191845820983872 0.6293593735831351
leaf_count=3148 33 218 69 29 10 16 45 19 18 144 23 7 69 6 14 32 10 34 3 220 78 1 96 30 31 128 44 27 12 19
internal_value=4.48087e-06 -0.00463445 -0.00267197 -0.00135507 -0.0103759 -0.000111948 0.007939 -0.00176454 -0.0364239 -0.0122942 0.00419123 0.0181721 0.044753 -0.0154609 -0.0344449 0.00301741 -0.0583491 0.0702374 -0.0107786 0.0120319 0.0185573 -0.0764396 -0.0273834 8.67205e-05 0.000209375 -0.00326761 -3.94822e-05 -0.0175047 -0.0388927 0.00425323
internal_weight=71.7832 1.25041 1.22539 1.19707 0.561634 0.504584 0.413013 0.367668 0.0915717 0.0670155 0.340511 0.198964 0.112827 0.141546 0.0274674 0.103871 0.0283137 0.0853601 0.0847767 0.0105545 0.043564 0.0271577 0.00889008 70.5328 68.0447 2.48813 66.7118 0.488621 0.277577 1.31398
internal_count=4633 1194 1161 713 644 615 443 427 172 162 285 143 124 142 83 119 448 41 113 230 81 142 97 3439 3262 177 3231 83 56 49
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 2 0 0 1 0 0 0 0 0 1 0 1 1 0 2 1 1 2 2 2 0 2 0 0
split_gain=0.00255685 0.0321325 0.0736744 0.0100038 0.00767825 0.00672006 0.0104582 0.0427018 0.0216984 0.00586125 0.0142444 0.00566902 0.00901351 0.0101775 0.0077062 0.00611957 0.0110699 0.00982158 0.00716401 0.0120834 0.00967434 0.015758 0.0099558 0.0115152 0.0086398 0.00618455 0.004612 0.0194925 0.00393226 0.00450596
threshold=0.46280051495000007 0.56065686655000013 0.46551001470000003 0.56685428580000019 0.58454836680000011 0.4529056016000001 37.817254840650008 0.58249753000000004 0.58634472020000017 0.57854555250000017 0.66977036620000019 0.66718062335000017 0.66505493850000008 0.66011496660000013 0.65010029640000011 0.51869704500000013 0.63528038085000016 0.5225142959500001 0.49284452560000008 0.60710757165000018 39.032633164100012 0.47447681205000009 0.47634801355000006 42.498713093000006 44.749265482150008 52.834037000700008 0.58035687555000015 42.620627117000005 0.61686775845000008 0.61797550970000004
decision_type=2 2 2 2 2 2 2 2 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 9 -1 -7 -8 -9 10 11 12 13 14 15 16 18 -17 19 20 -5 -22 -23 -24 -21 28 -25 -28 -20 -30
right_child=1 2 3 4 -6 6 7 8 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 25 24 21 22 23 26 -26 -27 27 -29 29 -31
leaf_value=5.5650538412638805e-05 -0.10177328850817005 0.099400915185052549 -0.1004901157926622 0.062553382536820593 -0.10060425005891589 -0.0020523459470558878 -0.10116485970897696 0.045366462725878479 -0.03206619209405847 0.048340000340597107 -0.1007360453285561 0.074574987750144026 -0.10150874647031603 0.087598882561510147 -0.10032568351551026 0.09853617921462865 -0.10036091227070987 -0.10017082371259232 -0.10026909645676257 0.011102253326862184 -0.10049246320979147 0.063735925201085494 -0.10035554290936671 0.034205914822829753 0.094007478134148725 0.042786899056343683 0.10025527731110383 -0.1004414376628463 0.062335392930508084 -0.057463654189556068
leaf_weight=70.570107450577396 0.025247663696061073 0.081632633398839971 0.011032019745471189 0.016399671809761429 0.0079523314178783777 0.52465923620092425 0.058283847822970358 0.061421804605743091 0.088092584120190054 0.022256221753821137 0.014719905096163943 0.0098968830110379713 0.0088866432944421092 0.012865236473302843 0.0079805396277363716 0.012716537713231446 0.011473100896759791 0.0030923406778717846 0.013141732009982476 0.026556208297201067 0.019638418301838101 0.01852868334390223 0.013770134136393608 0.023929926508571953 0.023867681364208693 0.0073934560285806574 0.0074662007391452781 0.013754783310162111 0.0042096898586123635 0.012351742859511461
leaf_count=3462 8 12 8 61 115 36 118 10 41 13 115 9 12 11 66 9 37 107 85 41 35 3 22 20 9 12 1 51 11 93
internal_value=3.15051e-06 0.00768431 0.0144993 -0.00689985 -0.00359956 -4.32537e-05 -0.00957238 -0.0285593 -0.000256187 -0.00106947 -0.00496018 0.000301887 -0.00254698 0.000982971 -0.00373337 -0.000356711 -0.00482259 0.0596675 0.000630523 0.0096117 -0.00848641 -0.0204861 -0.000199428 -0.0203049 0.0503447 -0.0390529 0.00410891 -0.0298301 -0.0594237 -0.0270124
internal_weight=71.7333 0.43076 0.405513 0.32388 0.312848 71.3026 0.732457 0.207798 0.149514 0.304896 0.28264 0.26792 0.258023 0.249136 0.236271 0.22829 0.212481 0.0158089 0.201008 0.163912 0.113488 0.0970881 0.0774497 0.058921 0.0504239 0.0370966 0.0451509 0.021221 0.0297032 0.0165614
internal_count=4633 966 958 946 938 3667 205 169 51 823 810 695 686 674 663 597 481 116 444 243 193 132 97 94 50 201 72 52 189 104
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 1 1 0 0 1 1 1 2 1 0 0 0 2 1 1 1 2 1 0 1 1 1 0 2 2
split_gain=0.00250132 0.0101816 0.0258912 0.0386047 0.039893 0.0359128 0.0416983 0.0535748 0.0108887 0.00787484 0.048425 0.0395071 0.019156 0.105337 0.0680133 0.0143013 0.0398984 0.0120221 0.00997082 0.020138 0.151417 0.0493533 0.0187029 0.0606356 0.00670294 0.0837425 0.0892863 0.0425102 0.0526891 0.0673121
threshold=41.257948413050009 40.94178426300001 0.47880302985000006 0.48119816770000007 0.48320409570000006 0.42307116555000007 0.34515433670000012 0.50913146310000013 0.56300709560000006 0.34524415440000006 0.34512439750000007 0.34536391125000004 40.21994457600001 0.3447052483500001 0.48185683060000012 0.47697673720000006 0.47449178170000011 38.110427674550003 0.34554354660000003 0.34650160175000005 0.35585760905000008 40.165165956550005 0.36265381275000008 0.48735067810000005 0.34488488370000009 0.34479506600000004 0.3447052483500001 0.47697673720000006 42.686561923500008 42.720329370750001
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -8 -7 10 12 -11 14 -14 15 16 17 -1 -13 -20 21 -21 23 -22 25 26 -2 28 -26 -30
right_child=24 2 3 4 5 8 7 -9 -10 11 -12 18 13 -15 -16 -17 -18 -19 19 20 22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.0029322234383279805 -0.0039525842560377755 -0.010520703771138631 0.026579400709548919 -0.016834754549317238 -0.00016486684294928021 -0.029928717539189784 0.075964699896391097 0.014518141112851744 0.0028953144301071014 -0.020561377297926377 0.027935304952933251 0.0072301775475349331 0.023975837038475764 -0.021496932788339529 0.032052436567370182 -0.0084884359017185496 0.044239241317160866 -0.01856715035419405 -0.0077815808809804507 0.027176115241157751 -0.066864206418437322 0.10107354624637684 -0.00013941017939701997 0.012626844892235745 -0.098217360638352652 -0.047477776539926735 0.051892948392477822 0.00027640518541803067 0.10149030128337953 -0.055640446843639925
leaf_weight=1.5442180638521872 4.1229685139283943 0.8159977107511901 0.92952810507267747 0.73071521520614657 0.49945650249719598 0.20543380919843901 0.23636802588589489 0.35501279606251046 0.19892152583910416 0.97623910143803172 0.69810156514436439 1.7476206775754715 0.74722512859037893 1.6007157346577967 0.72938261367380608 1.5982064746785907 0.22120480932426279 0.31277456664759018 3.3418705901131061 0.17785538193435257 0.17106558959177576 0.1837484510615468 18.909136560005951 0.21856634441064671 0.098452565298432604 0.40690510424610682 0.30765419086674217 29.491237925692907 0.042533464729785919 0.075935321938981781
leaf_count=180 338 52 12 7 2 8 32 21 34 24 71 17 34 29 6 30 8 34 30 35 41 23 1320 27 58 17 17 1980 1 145
internal_value=2.40375e-06 0.000571992 0.00535701 0.00946299 0.00231527 0.0116741 0.0211098 0.0390776 -0.013781 -7.79181e-07 0.00286176 -0.000829943 0.000270026 -0.00702536 0.0041579 -0.00137626 0.00409326 -0.000688931 -5.16524e-05 -0.000604897 0.000614995 0.064727 -0.00058628 -0.0222732 -0.000610114 -0.00406204 -7.47745e-05 -4.80192e-05 -0.0441547 0.000773697
internal_weight=71.6951 37.1494 3.97143 3.15544 2.22591 1.49519 1.09084 0.591381 0.404355 33.1779 7.45183 25.7261 6.75373 2.34794 4.40579 3.6764 2.0782 1.85699 24.7499 23.0022 19.6604 0.361604 19.2988 0.389632 34.5457 4.83753 4.43062 29.7082 0.216921 0.118469
internal_count=4633 2077 168 116 104 97 55 53 42 1909 392 1517 321 63 258 252 222 214 1493 1476 1446 58 1388 68 2556 372 355 2184 204 146
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 1 0 1 1 1 1 1 2 2 1 2 0 0 0 1 2 1 1 0 2 2 2 1 1
split_gain=0.00328114 0.0227094 0.0130871 0.023835 0.00745502 0.0542538 0.0802588 0.0297155 0.0295399 0.0173838 0.0127671 0.0171712 0.00689478 0.0198823 0.0218518 0.0697864 0.0221258 0.0138151 0.0159628 0.0832474 0.00996579 0.00913304 0.010865 0.00762249 0.0170405 0.00644355 0.0137054 0.011102 0.022197 0.0354635
threshold=43.895345911700005 43.930205408700004 0.31060447290000009 49.247968080500009 44.578137159850009 0.47787491390000009 0.34569324270000007 0.49194634890000005 0.40651477500000005 0.42209814075000007 0.43593006200000012 0.43837010870000009 0.31100865245000009 44.908704241950012 48.96897326980001 0.36042334060000009 49.064150740050003 0.39614083410000006 0.39672464895000009 0.43537618635000008 0.35799826355000003 49.960114208400007 0.50491003265000012 0.4995808509000001 0.58035687555000015 48.393869453650005 47.927946529500012 45.700098835450007 0.39150025445000008 0.43967246490000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -4 -7 -8 -9 -10 -11 -12 -6 20 17 -16 -17 -15 -19 -20 -14 -18 23 24 -23 26 27 -21 -29 -30
right_child=1 2 4 -5 12 6 7 8 9 10 11 -13 13 14 15 16 21 18 19 25 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00016761681142149682 0.041361191086023312 0.015296715935862024 0.061046504902563414 -0.1005623577984439 0.0058102031630494211 -0.072637985789883119 0.077560093340492325 -0.075808217346887752 0.1001695061982044 -0.10055214175143992 0.10045617285481315 -0.10016366884499742 -0.10324439365113783 0.043644500927497831 -0.10221249724421247 0.066521143550808279 -0.073939633046029601 -0.011964850545033066 0.089054185488081306 0.0043642597020122536 -0.018811487154380448 0.024607462391242459 -0.10020794134961485 0.07624642948121696 -0.10044470586339589 -0.020156127317929994 0.035539080622420643 -0.076498153452989923 0.056604167012209494 -0.042393666977483487
leaf_weight=67.210460573159693 0.14651549360207727 0.036391411175125898 0.15990513851056665 0.034675670547585469 1.4956842652682101 0.12384562008082867 0.079904340673238039 0.036422165058297651 0.025796024921191929 0.010519525334212076 0.013288775458931923 0.0062836604117819652 0.028504144883982341 0.076893713325262625 0.085828440970999509 0.048011594994022744 0.021174149047070046 0.66796338651329268 0.11285801827216335 0.5970845606329076 0.027433886489532711 0.048530472936333724 0.0097495373712490618 0.014838667440926656 0.01405199287233927 0.15442021959097474 0.10709628796757897 0.055674243371242937 0.060511391254806313 0.090010101123823461
leaf_count=3505 16 56 24 14 13 6 5 16 7 17 1 130 11 4 21 8 57 11 21 116 32 123 58 7 61 39 36 111 43 64
internal_value=5.3897e-06 0.00265418 0.0013177 -0.0412343 0.00204249 0.0141103 -0.0112404 0.0329127 -0.00573436 0.0399327 -0.0117046 0.0360479 0.000561859 -0.00297311 -0.00145204 -0.0297598 0.0100115 0.00211399 0.000383709 0.00738779 -0.0618357 -0.0150301 -0.00072068 0.0118076 -0.0034712 -0.00126805 0.00193579 -0.00254432 -0.0225496 -0.00259539
internal_weight=71.6003 4.38987 4.24335 0.0710671 4.17228 0.455965 0.29606 0.172214 0.0923102 0.055888 0.030092 0.0195724 3.71632 2.22063 2.1647 0.242185 0.156356 1.92251 1.84562 1.17765 0.055938 0.108345 0.0871707 0.0774211 0.0625825 1.0648 0.910377 0.80328 0.206196 0.150521
internal_count=4633 1128 1112 70 1042 206 182 176 171 155 148 131 836 823 780 335 314 445 441 430 43 306 249 191 184 409 370 334 218 107
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 2 0 1 1 1 0 2 0 2 1 1 2 2 0 0 2 2 1 0 1 0 1 0 2
split_gain=0.00268464 0.0187539 0.00522029 0.0434174 0.0521896 0.0113807 0.034281 0.0230176 0.0251618 0.012745 0.0143186 0.01062 0.00429439 0.0263157 0.0275224 0.103976 0.0761672 0.0248578 0.0215274 0.0925214 0.073575 0.0745251 0.0156599 0.0745209 0.0642625 0.0197994 0.0135694 0.00979045 0.0478507 0.036237
threshold=43.895345911700005 43.930205408700004 44.578137159850009 0.34479506600000004 0.34488488370000009 0.34569324270000007 44.202975721700007 0.49405706415000006 0.40651477500000005 0.42209814075000007 0.43593006200000012 0.56300709560000006 43.084051236300006 0.48119816770000007 43.276780833950006 0.34575312120000007 0.34515433670000012 43.182896969600009 42.844429421150004 0.48389269780000005 0.48654231910000006 42.91168285345001 42.670715716450012 0.3453339720000001 0.48368312325000012 0.34566330350000002 0.48077901860000011 0.34566330350000002 0.49067393190000008 43.564719632750005
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -6 7 -7 -9 -10 -11 -12 18 14 -14 16 -16 -15 22 26 -21 -22 -1 -24 25 -25 -20 -19 -29 -30
right_child=1 2 -4 4 5 6 -8 8 9 10 11 -13 13 17 15 -17 -18 27 19 20 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=9.8540697115999693e-05 0.037892643741625154 -0.068739741864890347 -1.5515924784749568e-05 0.10125475622398966 -0.015019159211527669 0.079920363541184994 -0.10065642163534749 -0.068708632169717385 0.10017191924319438 -0.10050893544725324 0.10041257532117585 -0.10011953092901323 -0.0038607142681059067 -0.016749700933272004 -0.003787015244079657 0.049858499986291348 -0.11416980058166187 0.010905773225171514 0.0094026441199450486 -0.10544300885957576 -0.070488300964008335 0.046288401718678346 -0.058926056945865612 -0.0042828555335591252 -0.044001190403363755 0.021073958901467765 0.0341900416052014 -0.02611813476300974 0.022067584948798218 -0.0024682249932238272
leaf_weight=58.010353299001643 0.14406975476538786 0.058501466322153362 3.7416917560117664 0.070817127823829651 0.13990623751305975 0.073108096839860082 0.019713981576662487 0.030704775272170082 0.023343297885730863 0.0093424410520128731 0.012029136531054974 0.0033838182448562302 0.51147992245524432 0.75549938713649556 0.10098972494265612 0.094916335740379054 0.16407267005911308 1.130681976675987 0.31456151922058129 0.10026697395369399 0.093772427474590359 0.13099035655297797 0.259742704648949 0.59262252226471879 0.28223824675926312 0.64102991277209753 0.74132756517883536 0.57386474637314711 0.90022653938473252 1.8166266239759352
leaf_count=2912 16 32 880 2 11 7 32 9 6 11 1 121 53 39 39 25 14 7 52 14 18 34 27 6 38 69 16 7 61 74
internal_value=4.575e-06 0.00241905 0.00119714 0.0114895 0.023765 0.00615014 0.023407 0.039507 0.00201452 0.0471621 -0.00282397 0.056387 -0.000150843 -0.00269273 -0.0187695 -0.0399529 -0.0721136 1.35753e-05 0.000100506 0.0124444 -0.0342091 -0.00243156 -0.000184611 -0.00943523 -0.000955146 0.00889304 0.0268056 0.00287797 0.000119641 0.00566169
internal_weight=71.5419 4.32661 4.18254 0.44085 0.382349 0.311532 0.171626 0.151912 0.0788035 0.0480987 0.0247554 0.015413 67.2153 6.04836 0.871459 0.359979 0.265062 5.1769 61.1669 1.38092 0.32503 0.224763 59.786 1.77563 1.51589 1.23365 1.05589 4.4214 3.29072 2.71685
internal_count=4633 1128 1112 232 200 198 187 155 148 139 133 122 3505 319 131 78 53 188 3186 134 66 52 3052 140 113 75 68 149 142 135
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 2 2 2 1 2 0 1 0 2 2 1 2 1 1 2 1 2 2 1 0 1 2 2 2
split_gain=0.00256697 0.0291499 0.0657404 0.00919178 0.00729527 0.00548735 0.00903442 0.0404931 0.030159 0.0120849 0.0113273 0.0149824 0.00472733 0.0126218 0.00451225 0.0136555 0.0156728 0.0119881 0.0100276 0.0111421 0.00947805 0.00763023 0.0143211 0.00741972 0.0123947 0.00632556 0.0048505 0.00735445 0.0027588 0.0322927
threshold=0.46280051495000007 0.56065686655000013 0.46551001470000003 0.56685428580000019 0.58454836680000011 0.4529056016000001 37.817254840650008 42.620627117000005 42.670715716450012 0.45932756505000005 48.553014326500012 0.60134427115000011 0.57854555250000017 0.66977036620000019 44.749265482150008 41.808689985400001 0.47941678395000004 46.095286511800005 0.48616807880000007 0.51869704500000013 37.500638522700008 0.47447681205000009 39.032633164100012 50.427417695700008 0.4995808509000001 0.62376874945000005 0.4830394299500001 42.546237522150008 43.384297312450009 43.521589032450009
decision_type=2 2 2 2 2 2 2 2 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 12 28 -7 9 -9 -8 11 -10 13 14 15 16 21 -16 -19 23 25 22 -5 -20 -25 -18 -17 -28 -1 -30
right_child=1 2 3 4 -6 6 7 8 10 -11 -12 -13 -14 -15 17 26 20 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00015082470598912451 -0.1016036292158664 0.099053539033316776 -0.10044328370116706 0.059412546933675758 -0.10056729866444776 -0.0018236515429885945 -0.10149694440538799 0.10103638267508444 -0.1018533157066327 -0.027400622271847305 0.024950776526210385 0.022120826001144411 0.045508541844698325 -0.10063818596196808 0.060974094393272407 -0.10032228164701416 0.089844801526168153 0.045691390039899915 -0.079818156721124314 0.049806925167732205 -0.10032183475129837 0.080208447277127032 -0.10033158858518887 -0.10022897837057082 0.044339342087138189 -0.1000982775940005 0.026488032592475143 -0.10014518037455487 0.037086126779834409 0.00058990074816702082
leaf_weight=63.891969505304075 0.022859425448019777 0.074121880948951002 0.0099861351052368263 0.015717975740967116 0.0074463652429201934 0.52536673875073958 0.05980487200480411 0.029844876378774643 0.024879748958262837 0.034831290325300301 0.033803056541728438 0.016027916659368202 0.020871982546367462 0.012837411265697152 0.03797062044031918 0.018231827034469461 0.0057233194375818641 0.027952227063906321 0.02986647145689858 0.015582172049107612 0.015979727319281878 0.025981822212590266 0.0087287177480561695 0.0091692883164711247 0.016789676917596807 0.0025275813214628018 0.010686951626539098 0.0080339111249259076 0.25234709318634063 6.1768414005537151
leaf_count=2573 8 12 8 45 115 36 57 1 70 18 16 7 13 115 7 24 44 18 35 12 153 20 31 46 27 69 53 111 38 851
internal_value=3.46687e-06 0.00802152 0.0147183 -0.00611283 -0.00286566 -4.1345e-05 -0.00869937 -0.026834 0.0160613 -0.0742254 -0.0178839 -0.0532794 -0.000291746 -0.00394345 0.00104288 -0.0138911 0.0107171 0.0131801 -0.00508451 -0.0249605 -0.0553808 0.0424768 0.00237573 -0.0458299 -0.00672543 0.0316576 -0.0636094 -0.0278556 4.78634e-05 0.00202239
internal_weight=71.4428 0.397065 0.374206 0.300084 0.290098 71.0457 0.724558 0.199192 0.104556 0.0946362 0.0747107 0.0409077 0.282652 0.26178 0.248942 0.111612 0.0746591 0.13733 0.0993598 0.0714076 0.0242306 0.0504285 0.0244467 0.0558254 0.025959 0.0082509 0.0369527 0.0187209 70.3212 6.42919
internal_count=4633 966 958 946 938 3667 205 169 94 75 93 77 823 810 695 550 362 145 138 120 266 96 76 108 73 113 188 164 3462 889
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 2 2 1 1 0 2 2 2 0 0 1 1 1 2 2 0 2 1 1 0 2 2 0 0
split_gain=0.00232547 0.0112447 0.0102138 0.016418 0.0480063 0.0171491 0.0198411 0.0115937 0.040287 0.0822768 0.00777129 0.0597021 0.0250392 0.0165177 0.011216 0.0359472 0.0110476 0.0251771 0.0100922 0.0125955 0.0104028 0.00907763 0.00854081 0.0123927 0.00743681 0.0581626 0.123795 0.0484924 0.0397396 0.0687719
threshold=41.319407281650008 41.362929270750008 41.444941515100005 41.542492784600007 0.34566330350000002 41.600558339100012 41.741384785950011 41.909642283050012 0.34515433670000012 0.3459626957000001 0.57161462230000015 42.498713093000006 42.654057868200006 43.477771593600004 0.58388970390000006 0.58745247150000013 0.4373072662500001 0.44922307715000004 0.45628873390000008 45.711398460000005 48.109449608500007 0.60861950240000018 48.823707093150006 0.48522499325000007 0.40115565405000009 0.52507409960000018 43.61821939175001 43.663128814500006 0.50291907430000016 0.49688632075000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -5 -7 8 -8 -10 24 14 -13 -14 -12 -16 -15 -18 -19 -20 21 -21 -22 -24 25 28 -27 -28 29 -9
right_child=1 2 3 5 -6 6 7 10 9 -11 11 12 13 16 15 -17 17 18 19 20 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.00052352847221949906 -0.0074470884145756873 0.0079451264887722885 -0.035469760961847722 0.021481251855792211 0.0042679387902374083 -0.016851928127189917 -0.017486244517114554 -0.0003492900879728633 0.032182929015812489 -0.0043245541370473392 -0.10126701358495026 0.084715815442719153 -0.10028336706875424 0.072275993262372537 0.1004510390610566 -0.10136638957138873 -0.10039469072874646 0.049349259046382529 0.051603739937798411 -0.1017792205747246 0.044103212537394978 -0.019605548422615571 -0.10055498331294016 0.0024841704327220955 0.0027536431684327071 -0.10317460526054884 0.093947148242729053 -0.015822288722317761 0.024425579726991251 -0.039873533152848889
leaf_weight=38.95633145630763 2.2471783489422092 1.4944622332743076 0.5076075105885145 0.36597258156206436 0.75797738315649532 0.70630252712237762 0.59736617218564747 15.595285062662882 1.0844112643972041 1.4332096757806878 0.071184001644724826 0.036532936206583599 0.016422604820501618 0.021215527443505522 0.013140422292053699 0.026878271566458167 0.024093564027793946 0.045304407834919402 0.036270230488526067 0.02011747640062822 0.036769467107660603 0.040521510627854695 0.013727840962246773 0.077958565347771014 5.7096581351784321 0.17200502411264906 0.051979085197672248 0.17827384073893882 0.61558332364927437 0.45302279227598852
leaf_count=2116 34 34 24 34 27 92 15 868 15 56 14 16 69 16 1 67 37 10 89 9 14 52 15 151 369 79 2 171 114 23
internal_value=2.68576e-06 -0.000622579 -0.000114823 -0.000534391 -0.0116703 -2.08433e-05 -0.000311463 0.000131546 0.00586065 0.0114003 -0.000635831 -0.0132261 0.00613349 -0.00250319 -0.0774547 -0.0350982 0.00257881 -0.00243763 0.00628199 -0.00237569 -0.0127295 -0.0468673 0.00338569 -0.0129435 -0.000370416 -0.0014156 -0.0389898 0.00895792 -0.00050858 -0.00146501
internal_weight=71.4068 32.4504 30.2033 28.7088 1.26558 27.4432 27.0772 26.3709 3.11499 2.51762 23.2559 0.480137 0.368934 0.332401 0.111203 0.0400187 0.315979 0.294763 0.270669 0.225365 0.189095 0.060639 0.128456 0.0916864 22.7758 17.0661 0.402258 0.230253 16.6639 16.0483
internal_count=4633 2517 2483 2449 51 2398 2364 2272 86 71 2186 560 478 462 82 68 393 377 340 330 241 61 180 166 1626 1257 252 173 1005 891
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 2 1 1 1 1 0 1 1 2 1 0 1 2 2 2 0 2 1 2 1 1 2 0 0 0
split_gain=0.00247853 0.0199177 0.0410312 0.0186122 0.028325 0.0126799 0.0423671 0.030408 0.0196732 0.00960473 0.0657359 0.0135094 0.00928679 0.0309403 0.00946 0.0258638 0.0347831 0.0231729 0.0834725 0.0302881 0.0268365 0.0314451 0.0135137 0.00833303 0.0181693 0.0104866 0.00730277 0.00720037 0.0486126 0.0467063
threshold=0.47787491390000009 0.34536391125000004 0.34545372890000009 0.47811442770000007 0.34446573455000007 41.289992964000007 0.34566330350000002 0.34569324270000007 0.34584293880000011 0.34491482290000003 0.48265022005000008 0.34506451900000007 0.34524415440000006 41.489621506400006 0.34575312120000007 0.48032993025000009 0.3459626957000001 41.184662530950007 41.404176814550006 40.408647214050006 0.48104847160000008 42.783136484500005 0.34536391125000004 42.720329370750001 0.35799826355000003 0.36166581840000006 42.498713093000006 0.48119816770000007 0.48185683060000012 0.48265022005000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -4 -7 -8 -9 10 -6 -11 13 -13 17 16 -16 19 -19 -14 22 -22 -20 -10 -25 -26 -18 -17 -29 -30
right_child=3 2 5 4 9 6 7 8 23 11 -12 12 14 -15 15 27 26 18 20 -21 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=1.8449927075170479e-05 -0.026761142649236014 0.06434101538124827 0.013400107716343916 -0.021525476730876146 0.017704436699847829 -0.10186749275553281 0.099687155128960883 -0.10053588170117377 0.041502507247703178 -0.0094776115096065049 -0.0071928664097595423 0.016354792885220879 -0.0042206573625420676 -0.0046603574882994967 0.088820291086944392 0.0094238826592413782 0.024540782852649483 -0.036713852480579949 -0.0010025600230953377 0.01098901183097396 0.018412430731762842 -0.0075371598091962463 -0.015292352179831504 -0.10034053551130545 0.095445239460400969 -0.011633134092416604 -0.026431363446071044 -0.029324007065205767 0.045528174558827128 0.00018768036115882273
leaf_weight=9.5016962902238777 0.26353519746771681 0.14370959788632753 0.63989057403679761 0.61239610556481139 2.0259481391112777 0.044196853585234008 0.029911328985235741 0.021111656731136463 0.03955907062299957 1.5455972956590347 2.2252726387232542 1.3700033451132179 3.4020450073294324 1.433775983736268 0.077386702243528727 0.83396997602426282 0.063379457104019821 0.83172798180021335 1.2241516353096815 2.1283933348022401 1.0480556488037107 0.84224685677327205 1.4406139904021982 0.018587490961796682 0.012374404068651756 0.035055930802079749 0.050505655352026224 0.55605613894726857 0.22854090616539124 38.636306075338325
leaf_count=801 20 12 60 17 39 21 6 13 27 36 24 20 30 27 7 17 29 17 16 33 18 32 41 22 67 25 16 10 6 3124
internal_value=1.34447e-06 0.00142125 0.0149615 -0.000243385 -0.00012802 0.00652046 -0.0154033 0.00899928 -0.0124122 9.05064e-05 0.00467211 -0.000259098 3.94174e-06 0.00560822 -0.00030198 0.000403097 0.0370884 -0.00291415 -0.00758234 0.0016328 -0.0022631 0.00685028 -0.00872785 0.00520937 -0.0165381 0.0163032 0.00193571 0.000228786 3.42593e-05 0.000454301
internal_weight=71.326 10.4861 0.984397 60.8399 60.5764 0.840687 0.200797 0.1566 0.126689 59.964 4.25122 55.7128 54.1672 2.80378 51.3634 40.4461 0.191272 10.9172 5.3868 5.53044 4.55507 1.8903 2.66477 0.105577 0.0660178 0.0474303 0.113885 40.2549 39.4209 38.8648
internal_count=4633 1054 253 3579 3559 241 181 160 154 3542 63 3479 3443 47 3396 3209 52 187 124 63 107 50 57 141 114 92 45 3157 3140 3130
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 2 1 2 0 0 0 2 2 2 0 0 0 0 1 1 0 1 0 1 2 2 2 2 1
split_gain=0.00232448 0.00802382 0.006836 0.00533693 0.0481169 0.0197434 0.0171347 0.0293652 0.0202744 0.0102796 0.00796818 0.0114383 0.00418864 0.0357526 0.0215988 0.0144707 0.0619655 0.0136009 0.0630786 0.0274461 0.0285364 0.0130887 0.00659999 0.0521995 0.0187084 0.012214 0.0210836 0.00945882 0.00949707 0.00423228
threshold=43.735142172100005 43.564719632750005 43.847394126900006 0.46735127690000006 0.34007963835000005 41.909642283050012 39.476991512000005 0.32012514595000008 37.345948426100009 0.4560492201000001 0.4413939702500001 0.41973294215000007 49.292797572200008 49.064150740050003 48.96897326980001 0.39614083410000006 0.39587138110000003 0.39672464895000009 0.43537618635000008 0.34479506600000004 0.34491482290000003 0.3733870243500001 0.38512319990000005 0.48634771415000005 0.39150025445000008 44.131787411600008 48.914776625700007 44.026978245600006 44.461493122800007 0.43593006200000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 8 -8 9 10 11 -1 13 14 15 16 21 -17 -19 -20 -21 -4 23 27 -24 -25 -27 -22 -29 -26
right_child=2 -3 12 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 17 -18 18 19 20 22 -23 24 25 29 26 -28 28 -30 -31
leaf_value=-0.10016639787809595 0.020226806001991827 -0.0098837260042352881 0.011645912128831527 2.0692985680413739e-05 -0.0941835553038224 -0.10031449190225238 -0.010623414636922724 0.083035467095760318 -0.100758595379069 0.10006368601241107 -0.10039065470687701 0.080836782119893313 -0.0032986107765912128 0.047058508452973151 -0.040433795374283849 -0.011516412421373801 0.10077856858569199 0.078749869822973495 -0.049419493234653625 0.06237454388145347 -0.023996929013929112 -0.10178480014021273 -0.052767634494422712 0.087666200920061485 -0.002838712982401979 -0.015820288688301373 0.10044143586190668 0.027564473915155898 -0.0022643868362073384 0.011454142933472355
leaf_weight=0.0051229800702718422 0.19777064721703563 0.83832714525794827 0.017193024890730935 64.631980352904861 0.058601970845930329 0.015448587193435614 0.066040404409396514 0.067889595658925828 0.023148088277991974 0.010979535116348416 0.0077227888396009794 0.010961845731799258 1.447676788673695 0.17587500771605835 0.12216388223441743 0.67632559745106879 0.063905110582709312 0.10931486799881929 0.10277106167632188 0.079199016094208097 0.15639136217794225 0.024913050666195424 0.071410924114502339 0.083549192408099771 1.1744633841394607 0.039619818297239817 0.025726381689310074 0.13033566283411346 0.58952002049926477 0.25154699163897465
leaf_count=83 24 48 7 2912 188 96 39 20 32 7 6 14 314 31 15 14 5 39 25 3 14 40 16 10 225 50 2 14 87 253
internal_value=2.73721e-06 -0.000163043 0.00196995 -3.74743e-05 -0.0141753 0.00844088 0.0171976 0.0368526 -0.0282392 0.0200168 -0.016899 0.0231877 0.00129404 0.00300135 0.000917486 0.00232221 0.0387197 0.00121666 0.00427713 0.00126701 0.00326916 -0.055468 0.00141347 0.00759549 -0.00281878 0.0623366 0.0299512 -0.00170635 0.00313637 -0.000317466
internal_weight=71.2759 65.7362 5.53967 64.8979 0.265916 0.207314 0.191865 0.13393 0.0579352 0.0347871 0.0238076 0.0160848 5.3419 3.89422 3.71835 3.59619 0.106011 3.49017 2.81385 2.70453 2.60176 0.0421061 2.52256 1.02514 1.49742 0.148895 0.0653462 0.876247 0.719856 1.42601
internal_count=4633 3445 1188 3397 485 297 201 59 142 110 103 97 1164 850 819 804 52 752 738 699 674 47 671 177 494 62 52 115 101 478
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 0 2 2 0 2 0 0 0 1 1 0 1 2 2 2 0 1 1 1 1 2 1 1 2 2
split_gain=0.00282321 0.0821791 0.0291983 0.00504785 0.0920173 0.0125394 0.01181 0.0175249 0.0561752 0.0175138 0.00429333 0.0149382 0.0130842 0.00762061 0.0107178 0.00419544 0.00412381 0.00360373 0.0175022 0.0162044 0.0303862 0.0845158 0.0463911 0.0202941 0.0135828 0.010509 0.0230397 0.0269138 0.0116055 0.0100724
threshold=0.39614083410000006 48.553014326500012 44.952171034750002 49.064150740050003 49.292797572200008 0.39672464895000009 47.927946529500012 48.96897326980001 0.45798030000000006 48.393869453650005 0.3972336157500001 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.50491003265000012 0.47648274005000008 0.4995808509000001 44.578137159850009 44.908704241950012 43.895345911700005 0.48032993025000009 0.3465914194000001 0.42209814075000007 0.43593006200000012 0.43837010870000009 45.700098835450007 0.39150025445000008 0.43967246490000006 47.142075646500011 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 17 8 -8 -10 -6 15 -13 -14 16 -12 -15 19 29 -7 -21 -22 -23 -24 -25 -20 -27 -28 -29 -19
right_child=3 -3 -4 4 10 6 7 -9 9 -11 11 12 13 14 -16 -17 -18 18 25 20 21 22 23 24 -26 26 27 28 -30 -31
leaf_value=-0.10039976844052334 -0.013388232640072049 -0.07813080810240039 0.093883017095562682 0.084977628160110508 -0.00024183734312387741 -0.00012090451505760725 0.092976930275016925 -0.02118906934206809 0.033567537185165953 -0.020095057338825439 -0.0061083362755512405 0.10039579236043555 -0.10019078211879198 -0.0017972285559746432 -0.1001962126422539 -0.10065221919662289 0.063883453753571295 -0.10268987552493754 0.0037951194451211739 0.037595664960318215 -0.10351460423689188 0.063757942611176358 -0.10291983403202361 0.10036761689708527 -0.10012980002636003 -0.075213324293181047 0.051861206570745277 -0.062358898866967841 0.019274299224920768 -0.014426153612467039
leaf_weight=0.0088942614792263397 0.70228047885967626 0.086648185109879705 0.05937555780474213 0.13372667110320047 1.3281257255002854 66.982937211163346 0.093718499178065851 0.097002174016779463 0.10409896655619377 0.14628376871951332 0.0058661649236455551 0.011543634347617626 0.0090823651369476011 0.029427828674656098 0.0090237248004712001 0.023482686738606096 0.014158431949908845 0.028508118423643647 0.5939325511083382 0.31129731367264302 0.068335386924445629 0.1134551317571777 0.030383190943292782 0.010727704502642155 0.00493240448997767 0.058928675367894812 0.057437920406357534 0.056946939944168662 0.025087506332852172 0.023659097904101145
leaf_count=173 18 21 12 18 8 3363 5 13 36 39 5 1 59 61 69 100 8 29 128 37 4 27 18 1 132 126 43 41 23 15
internal_value=3.4631e-06 -0.0134814 0.0685717 3.28556e-05 0.00565033 -9.3575e-05 4.21159e-05 0.0163523 0.0269352 0.00221567 -0.00176429 -0.0214749 0.00268203 -0.0156018 -0.000998709 -0.0817551 0.0195383 -6.31177e-05 -0.0065551 1.80777e-05 0.0172856 -0.0104648 0.0294013 -0.0552567 0.0372177 -0.00286114 -0.0227873 -0.000636718 -0.0373941 -0.0626601
internal_weight=71.2293 0.154918 0.0682698 71.0744 1.56444 69.51 68.8077 0.441103 0.344101 0.250383 1.43071 0.102585 0.073236 0.0616924 0.05261 0.0293489 0.0435863 68.3666 0.844501 67.5221 0.539131 0.227834 0.159498 0.0460433 0.0156601 0.792334 0.198401 0.139472 0.0820344 0.0521672
internal_count=4633 206 185 4427 329 4098 4080 93 80 75 311 303 198 197 138 105 69 3987 405 3582 219 182 178 151 133 361 233 107 64 44
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 0 0 0 1 1 1 2 0 1 2 1 2 0 2 1 2 0 0 2 0 0 0 2 2
split_gain=0.0021493 0.0149441 0.134962 0.100158 0.0442626 0.0313993 0.0480609 0.0255521 0.15216 0.0683591 0.0883 0.0515039 0.0338097 0.163315 0.027974 0.0147316 0.00888122 0.00949815 0.00887667 0.00401955 0.00392747 0.00337484 0.0473491 0.0173569 0.0105504 0.0319704 0.0123521 0.0525153 0.00535521 0.0066987
threshold=37.041406607950009 36.558960102350007 0.50035927070000008 0.50452082270000009 36.377496227400009 0.52889135055000014 0.53017873715000008 0.49877249185000011 0.50035927070000008 0.37977904855000005 0.36510882910000009 0.36476452800000009 35.119813570500007 0.50730517050000012 0.39019789825000006 35.476804824450006 0.34007963835000005 35.119813570500007 0.54413041525000005 33.96174662340001 0.31100865245000009 37.765550062200006 0.52324780695000006 0.54413041525000005 38.060777288450005 0.47568935060000012 0.50730517050000012 0.52889135055000014 38.324118171300007 38.751720283100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 -5 -7 9 -9 10 11 15 18 -14 -15 16 17 19 -10 20 -1 22 -2 -24 25 -23 -27 -28 -26 -30
right_child=21 2 3 5 -6 6 -8 8 12 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 24 23 -25 28 26 27 -29 29 -31
leaf_value=0.10006581034454161 0.030429755579376435 -0.082565031283024282 0.043054319634354056 -0.10278913171754403 0.059316554694635586 0.10087227840298084 -0.074877723631161838 0.099902134141723706 0.012768265638987137 0.10118205359476798 -0.10762943886849874 0.10025666054828473 -0.094360028732710627 0.038833409818061347 -0.007240412639852669 0.073495961406494434 -0.091888070998535243 -0.10038868559027987 -0.0018352151401678316 0.097165715291300483 -0.074505015027569607 0.0031799274967306717 -0.016752371356199926 0.0057731589450122729 0.0065661569204391937 -0.010719785820555562 -0.10298354157351369 0.00090963354070865024 -0.0061832776780106373 0.00020571174255265068
leaf_weight=0.001932049053724974 0.50681455672564624 0.20958708748568722 0.33843811228871346 0.0732480072956605 0.12335646987167326 0.025201104581356049 0.040670539591694199 0.14756196063535787 0.70953644550263617 0.033942095935344696 0.12550462342915125 0.043246934190392494 0.2232454498298464 0.16707589803263545 0.62376696766226392 0.0095265771049639625 0.034514339081429021 0.0070586780784651628 1.0069219344901605 0.0067380915952526266 0.0038705714477454967 0.5704734679580904 0.67581369836537397 0.69269560692609033 1.2809769570435836 0.11478752270340919 0.099297125415887422 0.095394037892294614 1.6860605094415522 61.494273798997554
leaf_count=1 44 21 7 11 18 1 52 10 38 1 6 7 9 9 87 45 51 4 249 16 62 11 19 66 71 6 18 34 88 3571
internal_value=3.27421e-06 -0.00226222 -0.0156672 0.0136924 0.000556556 -0.0577368 -0.00763947 -0.0017486 0.000993616 -0.031382 -0.0507438 0.0160502 -0.00435152 -0.0188284 0.00249328 -0.0411726 -0.0613597 -0.00759946 0.00420146 0.044628 -0.0163797 0.000136573 0.00431915 -0.00535067 1.65314e-05 -0.0108593 -0.0367382 -0.0520784 0.000164995 3.52121e-05
internal_weight=71.1715 3.95494 0.687145 0.477558 3.2678 0.13912 0.0658716 3.14444 2.87811 0.266334 0.232392 0.106887 2.73055 1.01409 0.790843 0.0636403 0.0541137 0.0195994 1.71646 0.0125407 0.00580262 67.2166 1.87532 1.36851 65.3413 0.879952 0.309479 0.194691 64.4613 63.1803
internal_count=4633 705 92 71 613 64 53 595 402 193 192 186 392 105 96 179 134 83 287 79 63 3928 129 85 3799 69 58 52 3730 3659
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 1 1 0 1 0 1 0 0 0 1 0 0 0 0 0 1 0 1 2 2 1 1 2 0
split_gain=0.00206769 0.0261599 0.0437434 0.00790191 0.01651 0.00723635 0.00637613 0.00634295 0.00433752 0.0102139 0.00833909 0.00856356 0.00699724 0.00629815 0.00798587 0.00332405 0.0114638 0.00333165 0.00810698 0.00916444 0.0072675 0.00490265 0.0101283 0.00581302 0.00613928 0.0046779 0.00216351 0.0231288 0.0784764 0.0675107
threshold=0.45736654595000009 0.56065686655000013 0.56300709560000006 0.46097422230000007 0.46280051495000007 0.58454836680000011 0.46551001470000003 0.4529056016000001 0.60710757165000018 0.48616807880000007 0.58887458460000019 0.4830394299500001 0.61311038590000011 0.57927906350000014 0.58035687555000015 0.57854555250000017 0.66977036620000019 0.66718062335000017 0.66505493850000008 0.66011496660000013 0.65010029640000011 0.51869704500000013 0.63528038085000016 0.50056884525000012 47.927946529500012 45.321989007550009 0.34708541665000009 0.35585760905000008 42.670715716450012 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 6 -6 26 9 10 13 -12 -10 -8 -15 16 17 18 19 20 21 22 23 25 -25 -14 -1 28 29 -28
right_child=1 2 3 4 5 -7 8 -9 12 -11 11 -13 15 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00045386393717904334 -0.10140645076825408 0.089384245089937489 0.025020437638073073 -0.1013629881700614 0.084990803893841241 -0.10056237599321152 -0.023036845250694719 -0.010368970218409584 0.080517728848817915 -0.10014387261176115 -0.10045340965472066 0.015949252716726356 -0.00091060985753907853 0.095477821760671933 0.0032240293168356742 0.041005157384408908 -0.10052866057815756 0.067811063656430789 -0.10122607449927282 0.088897901619899744 -0.10027614480508001 0.059013291689700098 -0.10029308099427142 0.069132826775745976 -0.10038508799096431 0.063990626897756545 0.0083951562852250233 -0.00034460864357182153 -0.0091030909058633942 0.046228039380140751
leaf_weight=38.843130443507192 0.021435434034976608 0.062451692539752912 0.091648564466424887 0.01800495139570657 0.0085508703959931154 0.0073481103456630717 0.030587915910469804 0.58990804353430704 0.012248614648427747 0.013286577637916519 0.016037684250790107 0.010430738080344781 0.027011918265721135 0.014833921229971736 0.02553644765859886 0.018835805455580612 0.011217309849675589 0.0079552704519301187 0.0072690355619506866 0.012323757620801956 0.0070881082146743704 0.014051320692993086 0.0097252186428944398 0.0029098687596818005 0.0080376086007163394 0.01885964153916575 1.5103941171596171 27.394102461799871 1.5635517711193316 0.68583903162652848
leaf_count=1443 15 8 42 84 8 115 30 72 48 143 43 9 48 15 41 13 115 9 12 11 66 66 37 94 13 14 52 1900 33 34
internal_value=1.3821e-06 0.00655841 0.0116308 -0.000699958 -0.00850149 -0.0026173 -1.71638e-05 -4.29916e-05 -0.00272695 -0.0178954 -0.00667872 -0.0545812 0.00793329 0.0111896 0.0371223 0.00181387 -0.00402405 0.00537026 0.000739855 0.00815124 -0.00319753 0.00534021 -0.00599327 0.0101472 -0.0553268 0.0257729 4.40318e-05 0.000664816 0.00801956 0.0202096
internal_weight=71.0646 0.477686 0.456251 0.393799 0.302151 0.284146 0.276798 70.5869 0.268247 0.110713 0.0974267 0.0264684 0.157533 0.0709583 0.0403704 0.145285 0.126449 0.115232 0.107276 0.100007 0.0876837 0.0805956 0.0665443 0.056819 0.0109475 0.0458716 69.997 31.1539 3.75978 2.19623
internal_count=4633 1099 1084 1076 1034 950 835 3534 827 281 138 52 546 86 56 498 485 370 361 349 338 272 206 169 107 62 3462 2019 119 86
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 0 1 1 0 0 0 2 1 1 1 2 1 2 0 0 0 1 0 0 1 0 2 1 2
split_gain=0.0019733 0.025803 0.0153357 0.0114079 0.0200879 0.0125865 0.0119191 0.127663 0.0191076 0.0323043 0.0190864 0.0430203 0.0322048 0.0265481 0.0173837 0.0148796 0.012665 0.0364809 0.0101575 0.00661807 0.00522721 0.044185 0.0259205 0.0127483 0.0165901 0.0136316 0.0127567 0.0229006 0.0132753 0.00541248
threshold=43.384297312450009 43.564719632750005 0.34626208795000007 0.31060447290000009 49.247968080500009 48.823707093150006 0.49194634890000005 0.36166581840000006 0.37820723930000005 0.52366695610000014 0.53499895210000015 0.53866650695000018 43.940903692500008 0.39150025445000008 0.3465914194000001 0.41861022125000008 48.823707093150006 0.40651477500000005 43.276780833950006 0.3733870243500001 0.54191491270000014 0.54353163080000011 0.39670967935000007 0.55788748840000013 0.58887458460000019 0.48522499325000007 0.61797550970000004 47.309807198350008 0.48814406755000012 46.095286511800005
decision_type=2 2 2 2 2 2 2 2 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 19 14 -8 -9 -10 12 -12 -11 -14 -5 16 17 -15 -1 -3 -13 -22 -23 -24 25 -25 27 -26 -28 -30
right_child=1 3 -4 6 -6 -7 7 8 9 10 11 20 13 15 -16 -17 -18 -19 -20 -21 21 22 23 24 26 -27 28 -29 29 -31
leaf_value=5.2043248680790734e-06 0.0047615801602295914 0.0087351599211906144 0.052872428359047943 0.0010171179505132266 -0.10049307899963118 0.10012298997855403 -0.093433637584198467 0.05160839900131059 -0.10126747664388523 0.087668786866776927 -0.10284425086262095 -0.0032955845481379854 -0.10138305438698857 -0.10070417470163194 0.018625039710338076 -0.052885300213697001 0.093590945491780694 0.069761303140117456 -0.0093518257247221272 -0.10036871535384601 0.088469121377723281 -0.10045994029348589 0.056120764590099695 -0.1004867987179696 -0.011115184474386912 -0.0011171277240612542 -0.10048275441262332 0.072520699089350521 0.035838300328577224 -0.017041357764523365
leaf_weight=63.309430590101663 0.1172425373161915 0.015898919926258692 0.15234826340537211 3.5825711376263598 0.030506129985951702 0.010820124065503478 0.15277491638562413 0.073750004063469876 0.031157607101575446 0.066125113240559474 0.041396817054191959 1.0436383413457404 0.020894836482455048 0.018878113142591246 0.66472812099075884 0.021339945064637433 0.029434700791625801 0.037477533982382738 1.1818018136729396 0.0085493038362577378 0.061225624755024799 0.025544608952941417 0.041220155100894829 0.028682163101649394 0.067843298264278928 0.026615330501641665 0.016156409798668392 0.063271127827981388 0.026614215936263008 0.070976074605113126
leaf_count=3300 24 9 40 155 14 3 16 40 67 30 16 14 11 68 94 52 5 36 33 60 6 39 23 129 30 52 19 59 74 115
internal_value=1.6722e-06 0.00165575 0.0319495 0.00035489 -0.0410724 0.0103248 0.000793512 -0.00564623 0.00175439 -0.00036051 0.00148097 -0.00230629 0.0309984 0.00172815 0.00377286 0.0218391 0.0404264 0.0126585 -0.000166263 -0.0294174 0.000521528 0.00982596 -0.0032966 0.00397391 -0.0031873 -0.052659 0.00798499 0.0292445 -0.0165206 -0.00262035
internal_weight=71.0389 6.54768 0.269591 6.27809 0.0657745 0.0352683 6.21232 1.96502 1.81224 1.73849 1.70733 1.51318 0.19415 0.128025 4.2473 0.10713 0.0857903 0.0563556 64.4912 0.0244482 1.47179 0.428149 0.366923 0.341379 0.300159 0.0552975 0.244861 0.131114 0.113747 0.0975903
internal_count=4633 1300 64 1236 86 72 1150 901 885 845 778 576 202 172 249 161 109 104 3333 69 560 546 540 501 478 181 297 89 208 189
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=2 1 2 0 0 2 2 1 0 1 1 0 1 0 0 0 0 2 1 1 2 1 0 0 2 0 0 0 2 2
split_gain=0.00190022 0.0127054 0.0305891 0.0367713 0.022862 0.0119598 0.0156038 0.011577 0.0245838 0.0198027 0.00941849 0.0546249 0.0203325 0.0114478 0.00886106 0.00659948 0.00943203 0.00521751 0.015677 0.00525118 0.00432323 0.00919395 0.0720307 0.00906639 0.00864699 0.0270681 0.0112523 0.0496765 0.0050994 0.0383167
threshold=37.232443001650005 0.39563186730000005 36.859113051050009 0.52863686715000002 0.53017873715000008 34.515670600900002 36.772607578000013 0.38334181610000007 0.50101793360000013 0.39078171310000004 0.36166581840000006 0.49194634890000005 0.34007963835000005 0.50035927070000008 0.4560492201000001 0.4413939702500001 0.41973294215000007 34.214889417600013 0.43121463430000007 0.43643902880000007 37.765550062200006 0.40651477500000005 0.52252926560000013 0.54413041525000005 38.060777288450005 0.47568935060000012 0.50730517050000012 0.52889135055000014 39.476991512000005 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 7 3 -3 -5 17 -7 8 10 -9 11 12 14 -12 15 16 -1 18 -6 -20 21 22 -2 -23 25 -22 -27 -28 -26 -30
right_child=20 2 -4 4 5 6 -8 9 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 19 -21 24 23 -24 -25 28 26 27 -29 29 -31
leaf_value=-0.10013342660516066 0.055239399218214892 -0.10136836345809697 -0.1041422893569539 0.10100023702697002 -0.10082980772968152 -0.10031619244921984 0.086160972335434349 0.015521263210909698 -0.016393177573640415 -0.0083426149989128742 -0.0093880534042015511 0.10057606723234697 -0.099085113480900822 0.0094238909942887476 0.10005429094695109 -0.10031534653748926 0.077743365513484708 0.079603816563852112 0.094410132274539871 -0.10011816335436508 0.0029136417544713094 0.0096111768919644128 -0.020990881139051006 -0.0084642372692879889 0.00277674884250044 -0.0095992598896212419 -0.1026918964923198 0.00086628715469139965 -0.031698888312963545 4.719991611070934e-05
leaf_weight=0.0043487033438266267 0.24438859647306799 0.029323708627089426 0.04104240017536398 0.028824493288993835 0.0089976012183115017 0.020095122553013933 0.0057772965139406543 0.88349459710298084 1.0884726444492114 0.57341730685220682 0.57690413282952391 0.056876388582168147 0.027806705053046405 0.73641140913241543 0.0094159722812037216 0.0065086053218692532 0.0094786234985804185 0.013517700303349756 0.011442195320341852 0.0015792083797540194 0.5691888754897132 0.53308250211466635 0.25153294828820094 0.5787830323405565 6.5714469887750502 0.11487484537065029 0.090060190882468305 0.095378070452697084 0.38273054281717023 57.418374371797739
leaf_count=83 27 16 31 1 20 133 10 33 31 21 38 14 74 8 10 6 14 16 11 172 11 3 14 48 347 6 18 34 31 3352
internal_value=8.79707e-07 -0.00207978 -0.0296549 -0.00408439 0.0275305 -0.00695504 -0.0586759 -0.000965157 -0.00507262 0.00612882 0.00355781 0.0310728 -0.0376066 0.00116031 0.0198523 -0.0172829 0.021801 0.0307003 0.000677839 0.0708182 0.00012954 0.0052523 0.0165752 0.000201997 3.29756e-06 -0.00990237 -0.0341928 -0.0494279 0.000137097 -0.000163007
internal_weight=70.9836 4.13373 0.1606 0.119557 0.0902336 0.0614091 0.0258724 3.97314 2.51622 1.45691 1.42775 0.114435 0.0575586 1.31332 0.0297519 0.0203359 0.0138273 0.0355367 0.022019 0.0130214 66.8498 1.60779 0.495922 1.11187 65.2421 0.869502 0.300313 0.185438 64.3726 57.8011
internal_count=4633 742 410 379 363 362 143 332 278 54 247 201 187 46 113 103 97 219 203 183 3891 92 41 51 3799 69 58 52 3730 3383
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 1 0 0 1 0 1 2 2 0 2 2 2 2 0 2 1 2 2 1 0 0 2 1 0
split_gain=0.00186467 0.0449185 0.0340522 0.0767915 0.0829455 0.114699 0.0348745 0.0844159 0.106749 0.0211621 0.0170483 0.035109 0.0392959 0.0271274 0.0157795 0.061144 0.138859 0.192546 0.211018 0.0414101 0.0328004 0.02449 0.0781174 0.0850177 0.13205 0.0413204 0.0262978 0.015676 0.0215769 0.0300319
threshold=0.39019789825000006 0.38906020780000011 0.52324780695000006 0.39048232090000007 37.500638522700008 39.065416244600009 0.39078171310000004 0.5218855723000001 0.5116313883000001 0.38723391515000005 0.53634621715000008 0.40206880030000008 43.968221017800005 45.921757303800007 0.51017933595000009 40.099856909850011 40.330620469300008 40.722669576350008 42.670715716450012 0.51657136015000005 42.982930821650008 0.36880632320000012 40.986363433950011 41.600558339100012 0.37227927305000003 0.50386215985000016 0.50218556330000019 42.546237522150008 0.40206880030000008 0.54191491270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -5 -6 -7 8 -8 14 11 -4 -13 -14 21 -16 -17 -18 -19 -20 -21 26 25 -24 -25 -23 -1 -12 29 -29
right_child=2 -3 10 4 5 6 7 -9 -10 -11 27 12 13 -15 15 16 17 18 19 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=5.0607694192605945e-05 0.055687176224598213 -0.030217141039594733 -0.0049998007044996275 0.074525062332337452 -0.10670204534274919 0.045150494872143482 -0.10231250202573589 -0.10918177917561123 0.094252563883322177 0.020975609715755433 0.0021675993041778935 -0.10162230542059934 0.039022808708482709 -0.10065026290629341 0.0061369193359138144 -0.12236969639874236 0.10119811754912039 -0.10949464868739277 0.078599890553833957 0.049645737783285661 -0.057278442870259433 0.01367942272784551 -0.088902299246828631 0.092325277701401087 -0.051231745681707311 0.065061116964713117 -0.020055067692143741 -0.10215258686561152 -0.0039731215141062927 0.0086710068397412229
leaf_weight=44.198012185257269 0.35936632403900048 0.49830047457999072 1.9489307771428088 0.10984959557845286 0.1188972726010995 0.14238515263423324 0.041365092681099558 0.068575202909828104 0.083193437460863606 0.47451307878509297 16.052905284064757 0.082408944899583392 0.050345752220891882 0.019211579957456593 0.9957838634145435 0.13786475348751992 0.12120666992268525 0.22206498563645027 0.095896759356492112 0.051304245833307505 0.065086837423052657 0.34357708590687142 0.12242824725035462 0.11476238744216971 0.14507479001986212 0.28746146777120885 0.66027051646960799 0.053478708505737216 3.2176568057771586 0.045051038506699115
leaf_count=1781 10 32 343 12 14 8 55 12 14 32 1214 26 24 76 47 5 5 18 19 3 46 17 7 21 28 31 39 12 632 50
internal_value=4.924e-07 -0.000347793 0.000755331 0.0195562 -0.00345477 -0.0223054 0.00760203 -0.02008 0.0289746 -3.79398e-05 -5.34745e-05 -0.00860959 -0.0549043 0.000445418 -0.000247592 -0.00973949 -0.0325386 -0.0102466 -0.0413454 0.0299425 -0.0101471 0.000101945 0.0154755 -0.0201983 0.0121731 0.0370857 -0.000245328 0.000874578 -0.00538465 -0.0514804
internal_weight=70.9272 48.5336 22.3936 0.923632 0.564266 0.454416 0.335519 0.193134 0.124559 48.0353 21.47 2.1009 0.151966 0.0695573 47.5608 1.68921 0.693424 0.555559 0.434353 0.212288 0.116391 45.8716 1.0133 0.382265 0.259837 0.631039 44.8583 19.3691 3.31619 0.0985297
internal_count=4633 2131 2502 125 115 103 89 81 69 2099 2377 469 126 100 2067 143 96 91 86 68 49 1924 104 56 49 48 1820 1908 694 62
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 0 0 1 1 0 0 2 2 1 2 1 1 2 2 1 2 2 0 1 2 2 0 1 2
split_gain=0.00209249 0.0216645 0.0145347 0.010262 0.018266 0.0131799 0.00810774 0.112324 0.0199357 0.0258396 0.0294281 0.0173051 0.0267413 0.0212049 0.0338057 0.0146678 0.014234 0.0119607 0.0445002 0.021895 0.0122277 0.00772297 0.00500476 0.0126127 0.019403 0.00402006 0.0286691 0.0222591 0.087697 0.0344239
threshold=43.384297312450009 43.521589032450009 0.34626208795000007 0.31060447290000009 49.247968080500009 44.952171034750002 0.49194634890000005 0.4995209724000001 0.36166581840000006 0.37820723930000005 0.5261668812000001 0.53499895210000015 43.940903692500008 48.823707093150006 0.40651477500000005 45.458122212500008 0.3465914194000001 0.40206880030000008 47.74983977685001 48.109449608500007 0.39500314360000005 43.276780833950006 49.064150740050003 0.47787491390000009 0.34007963835000005 42.844429421150004 42.91168285345001 0.50291907430000016 0.36510882910000009 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=21 2 -2 4 5 -3 16 -8 -9 -10 -11 12 -12 14 -14 -16 22 18 -13 -20 -21 25 23 24 -5 -1 -27 29 -29 -28
right_child=1 3 -4 6 -6 -7 7 8 9 10 11 17 13 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.00022594892013294956 0.0044062892484644919 -0.1003627156615496 0.05234883530628013 -0.0077187694371638887 -0.10044600555650494 0.045147166079421493 -0.11481541703594059 -0.054170621257594899 0.064400038406912316 -0.090117884127215914 0.084288984135927059 -0.10180270955881242 -0.1009809431581805 0.075134452019133172 0.081915800901659452 -0.027591896852249179 0.016901855831357337 0.0014731095926995375 0.078424094850020484 -0.10059317318741673 0.024481960521971328 -0.0081640810600580246 0.0053936720197195268 -0.017241014174800905 0.013995056716250074 0.018678429951660538 -0.028440928866119288 0.1003655296845945 -0.014489197260738058 0.00088619745842040106
leaf_weight=59.296215077316766 0.11706512751703613 0.0082555079510083784 0.13752139041821465 0.94273015097314716 0.027618054766207933 0.025306560790340882 0.087977791950883399 0.06357765366692536 0.065621836855484506 0.035134623772290374 0.06291493096796319 0.051090817313251935 0.033350803489497594 0.029791919279370305 0.025568552529875888 0.023448646985343657 0.65858356135612428 1.382539066665643 0.033956898456381168 0.015507716164393059 0.015759731565594848 1.1874184459589532 1.4670838615065807 0.44155126981786441 0.73033229713007586 0.90380455369453283 0.49409202843202038 0.1002268295851535 0.19743757748097934 2.1071106766074688
leaf_count=3052 17 54 31 64 14 25 15 14 36 102 28 22 71 23 14 26 96 508 8 20 21 33 23 26 42 34 111 8 68 27
internal_value=-1.50363e-06 0.0017109 0.0303037 0.000542037 -0.0402116 0.00935503 0.000946367 -0.0044335 0.000849286 0.00282036 0.000455924 0.00235701 0.0321069 0.00283595 -0.0233139 0.02953 0.00339029 -0.00111796 -0.0319158 0.0228273 -0.0375516 -0.000174173 0.000905856 -0.00220772 0.00175984 -2.38163e-05 0.0031281 -0.00172016 0.0241836 -0.00468442
internal_weight=70.7686 6.48229 0.254587 6.2277 0.0611801 0.0335621 6.16652 1.92624 1.83826 1.77469 1.70906 1.67393 0.175075 0.11216 0.082368 0.0490172 4.24028 1.49885 0.116315 0.0652243 0.0312674 64.2863 3.5817 2.11461 1.67306 63.0989 3.80267 2.89887 0.297664 2.6012
internal_count=4633 1300 48 1252 93 79 1159 908 893 879 843 741 162 134 111 40 251 579 71 49 41 3333 155 132 106 3300 248 214 76 138
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 0 0 2 1 1 1 0 1 1 1 2 1 2 0 0 1 1 0 2 0 0 2 2 2
split_gain=0.00195351 0.00829306 0.00591652 0.00367621 0.0299984 0.037599 0.0345051 0.00889952 0.00793053 0.0123129 0.0064957 0.0189251 0.00540583 0.0184382 0.0222795 0.0311695 0.030677 0.0102608 0.00983493 0.0165162 0.00605379 0.0351932 0.0339308 0.0372684 0.0129953 0.00392957 0.00301069 0.0249901 0.0768789 0.0689338
threshold=43.735142172100005 43.847394126900006 43.564719632750005 49.292797572200008 49.064150740050003 0.31118828780000007 0.39614083410000006 0.39614083410000006 48.823707093150006 0.34488488370000009 0.34554354660000003 0.3584174126500001 0.53866650695000018 0.36510882910000009 0.38512319990000005 0.40651477500000005 45.921757303800007 0.37447980600000008 47.309807198350008 0.6310290111500001 0.53938504835000012 0.43593006200000012 0.44720217960000008 0.60134427115000011 45.711398460000005 0.57212358910000016 0.47396784530000008 38.110427674550003 38.983591653800012 39.032633164100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 26 4 5 6 -3 -7 9 -9 -11 -12 13 -13 17 -16 -17 -15 20 25 -14 -22 -23 -24 -25 -20 27 -1 -29 -30
right_child=1 3 -4 -5 -6 7 -8 8 -10 10 11 12 18 14 15 16 -18 -19 19 -21 21 22 23 24 -26 -27 -28 28 29 -31
leaf_value=0.0045101284804884602 0.022524966017648619 0.034956548663077756 -0.0086826844905538852 -0.0032218705542480493 0.045840863168603849 0.039818262722918357 -0.10120337797128763 0.015188358081794513 -0.012160518320254374 -0.0086907672968526643 0.027451156870821742 -0.10094918291016697 0.001149553498758387 -0.00054354964002082025 -0.10076405978153152 0.060526357118282539 -0.10058556483463882 0.081187850455802624 0.03080948603502881 -0.028440269215444638 -0.10193863338527208 0.081844727137088014 -0.10105323286681561 0.082264744278481766 -0.020177754773234829 0.07377427285691944 5.8356443804857009e-05 -0.10442265565615205 0.083143661146083625 -0.024279800629627635
leaf_weight=0.9926091035878607 0.18694355125647799 0.026018539195593937 0.8030258574796808 1.4327717854367188 0.15476708640699133 0.062856145203113889 0.065377866759718017 0.69652826390438427 0.36160329338872532 0.62415335842888486 0.27167449112539532 0.023058502988760554 1.0081091003085019 0.029577374067173423 0.041465332325202553 0.040235068595112278 0.016733608199501759 0.031956118493553731 0.042816402125026687 0.036231641575739104 0.039493867964665585 0.040452816698234528 0.039506579459498425 0.023872993840598156 0.025728258356082279 0.04233545514580328 63.067610717812741 0.093912394136635768 0.074120766948908567 0.3077959948584591
leaf_count=214 24 48 48 314 31 4 29 45 41 17 40 68 5 24 111 49 27 25 18 30 24 5 83 73 31 22 2867 18 2 296
internal_value=-1.40147e-06 0.00183311 -0.000152013 0.00108596 0.00273426 0.000875797 -0.0624417 0.00252998 0.00184776 0.00349563 6.99102e-05 0.0031887 -0.00126028 -0.0173498 -0.00529933 -0.034806 0.0132024 0.0419019 0.00100748 0.0281091 -0.00178711 -0.0192991 0.00589183 -0.028589 0.0291276 0.0521705 -4.58649e-05 -0.00452204 -0.0233637 -0.00343152
internal_weight=70.7033 5.36427 65.3391 5.17732 3.74455 3.58979 0.0913964 3.49839 3.43553 3.07393 2.3774 1.75325 1.48157 0.183026 0.159968 0.098434 0.0569687 0.0615335 1.29855 0.121383 1.17716 0.169055 0.129561 0.0891078 0.0496013 0.0851519 64.536 1.46844 0.475829 0.381917
internal_count=4633 1188 3445 1164 850 819 77 742 738 697 652 635 595 304 236 187 76 49 291 70 221 216 192 187 104 40 3397 530 316 298
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 1 0 2 0 0 0 0 2 0 2 2 2 1 1 1 1 1 1 0 0 1 1 2
split_gain=0.00180913 0.00760749 0.00742913 0.0241953 0.0139253 0.0155586 0.0100101 0.0328504 0.100635 0.00805615 0.0103608 0.104268 0.0967225 0.0864554 0.0306053 0.0418703 0.0301172 0.0418916 0.0350928 0.0883095 0.106096 0.183011 0.0811887 0.0446957 0.0998432 0.0274846 0.11054 0.0285795 0.0227808 0.0405385
threshold=41.319407281650008 41.362929270750008 41.489621506400006 41.542492784600007 41.600558339100012 41.741384785950011 41.909642283050012 0.34515433670000012 0.48185683060000012 42.027798546600003 0.49588335680000006 0.49877249185000011 0.49194634890000005 0.50291907430000016 42.081757894750005 0.50452082270000009 42.081757894750005 42.243697547450004 42.684965421050009 0.34626208795000007 0.34560342505000002 0.34542378970000004 0.34479506600000004 0.34575312120000007 0.3459626957000001 0.48149755995000004 0.48119816770000007 0.35799826355000003 0.34527409360000011 42.783136484500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7 -9 -8 12 -12 16 -13 -15 -16 -11 -18 19 20 21 22 -19 28 -25 26 27 -26 -20 -30
right_child=1 2 3 4 5 6 9 8 -10 10 11 13 -14 14 15 -17 17 18 23 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.00045872486059749478 -0.0061492717992079754 0.0057731465024317237 -0.01814685574905325 0.019478160861075167 -0.0149289740271431 -0.015572987562925081 -0.0081197065823779592 0.046906501597490824 -0.0005943675631209193 -0.026871385254322696 0.043206479724595313 -0.07261372142180951 -0.035357422933867864 0.021373690706668728 0.089266672636547029 -0.0018508312781730391 0.022661931149765734 0.020479428311011381 0.0027096657137475801 0.0015409037193855556 -0.10658980694468251 0.069747049994476604 -0.10177068370532766 0.084657432438078092 -0.075764869889169695 0.0022813862354175225 0.10345601739535547 0.021349165093634017 0.0056181698465936486 -0.018842647204566087
leaf_weight=38.597032463683902 2.2615196070771821 1.9874990261888701 0.76047819841903574 0.35990207842889077 0.71002504562980107 0.60142252246635353 1.3573340016362596 0.58129334673526534 1.9164742606411094 0.39638334143819776 0.58896849565442622 0.16284935731725614 0.80883373433940065 0.67214745909996043 0.050851296458858886 6.1101849706133819 0.84285792314935548 0.076124005424463514 5.394067117700688 1.3678297139922504 0.18843797922181693 0.15575099872330611 0.18970379395545933 0.19172197205705366 0.063942682899649772 1.2936782426517082 0.12783822993515059 0.057601727397744495 1.1785350185818972 1.5937625681045515
leaf_count=2116 34 51 34 34 92 15 92 18 53 9 18 25 17 21 17 1187 34 27 306 21 25 12 44 77 26 34 2 95 9 88
internal_value=-2.39903e-06 -0.000557754 -0.000133221 -0.000555499 -6.07294e-05 -0.000324315 7.50014e-05 0.00540832 0.0104603 -0.000647753 -0.0001763 0.00279747 -0.00179588 -0.000604403 0.00111173 -0.00109878 0.000273427 0.0011192 -0.00040934 -0.0125702 -0.0442114 -0.0163294 -0.0667624 0.00201991 0.0165974 0.00814106 0.0385383 -0.0297411 -0.00107678 -0.00844408
internal_weight=70.6451 32.048 29.7865 27.799 27.0385 26.6786 25.9686 3.09919 2.49777 22.8694 21.5121 7.585 13.9271 6.99603 6.83318 6.16104 13.1182 12.7219 11.879 1.97785 0.610017 0.421579 0.265828 9.90115 1.73478 1.54306 0.249383 0.121544 8.16636 2.7723
internal_count=4633 2517 2483 2432 2398 2364 2272 86 71 2186 2094 1268 826 1250 1225 1204 809 800 766 129 108 83 71 637 234 157 123 121 403 97
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=2 1 2 0 0 2 2 0 1 1 0 2 2 0 2 0 2 0 0 2 1 0 2 0 0 1 2 0 0 0
split_gain=0.00175449 0.0114352 0.0276834 0.0331503 0.0208478 0.010651 0.014005 0.00957723 0.0324275 0.0304775 0.00901869 0.0347149 0.0918011 0.0378336 0.0294017 0.0728455 0.00917234 0.00762811 0.00469525 0.0044825 0.0140973 0.00470917 0.00320473 0.00856791 0.0908243 0.0163769 0.00762951 0.0237786 0.00928716 0.0470586
threshold=37.232443001650005 0.39563186730000005 36.859113051050009 0.52863686715000002 0.53017873715000008 34.515670600900002 36.772607578000013 0.52290350590000012 0.36618664115000005 0.37977904855000005 0.50291907430000016 35.771221912400001 35.119813570500007 0.49877249185000011 36.859113051050009 0.50035927070000008 36.165040341950011 0.49820364660000011 0.46735127690000006 34.214889417600013 0.43121463430000007 0.56859076075000015 37.765550062200006 0.54191491270000014 0.5195503128500002 0.42307116555000007 38.060777288450005 0.47568935060000012 0.50730517050000012 0.52889135055000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 19 -7 8 10 -10 11 12 13 17 15 16 -13 18 -1 20 -6 -22 23 24 -2 -25 27 -24 -29 -30
right_child=22 2 -4 4 5 6 -8 -9 9 -11 -12 14 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 26 25 -26 -27 -28 28 29 -31
leaf_value=0.039334788475320466 0.039393224534166695 -0.10122857877721569 -0.10374506164024025 0.10090840902638759 -0.1007523774843123 -0.10028599218554275 0.083657153029738279 0.0044615118193618393 -0.058139546104692547 -0.0068390938042404981 0.017450794354771454 -0.032497124948044138 0.08337345192308579 0.0061497500022974459 -0.0014317894242160231 -0.10811925236616887 0.016901562736561536 -0.074524723198844192 -0.059817366947055556 0.076360366323673851 0.093207997201596851 -0.10010694022340497 0.002565766590120375 0.019370929642851462 -0.058175881803137292 -0.0039421446656108892 0.00013913967505602436 -0.010230470564051063 -0.10244549348259796 0.00080455145145665724
leaf_weight=0.010776402802396889 0.19430132618072349 0.026532239163316346 0.037359357849972241 0.026226045563817017 0.00816612699672703 0.018165569187353681 0.0053606635020457807 1.7732800884796232 0.20084282843163226 0.27352258454993716 0.27890578191727389 0.060467561973439388 0.14648811764845959 0.52571535233983013 0.38154250056430783 0.10795717686414719 0.099339992319471548 0.080554272048175335 0.0085770840327086262 0.012684699798022336 0.010453149164362685 0.0014328538976982408 0.5675052161091716 0.65595593489706494 0.18744722035432915 0.55734907809548062 63.995014689064156 0.1133497254922986 0.082005096509305986 0.09560713382231556
leaf_count=106 26 16 31 1 20 133 10 34 15 31 7 21 19 7 30 3 36 5 18 16 11 172 11 6 14 46 3730 6 18 34
internal_value=-1.36582e-06 -0.00201045 -0.0294561 -0.00399882 0.0272747 -0.00704839 -0.0583729 -0.000992839 -0.00544041 -0.0285593 0.00100943 -0.00221664 0.0121146 -0.00457054 -0.0192583 -0.0446596 -0.00178978 -0.0609808 -0.00460749 0.0298358 0.000405033 0.0699039 0.000122428 0.00455068 -0.00851543 0.00866173 1.35163e-05 -0.00935116 -0.0325945 -0.0468669
internal_weight=70.5429 4.09435 0.146381 0.109021 0.0824891 0.0562631 0.0235262 3.94797 2.17469 0.474365 1.70032 1.42142 0.772111 0.625623 0.649307 0.267765 0.159808 0.0999078 0.0193535 0.0327368 0.0200521 0.011886 66.4485 1.59505 0.381749 1.21331 64.8535 0.858467 0.290962 0.177612
internal_count=4633 742 410 379 363 362 143 332 298 46 252 245 155 136 90 60 57 129 124 219 203 183 3891 92 40 52 3799 69 58 52
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=1 1 2 0 2 1 0 1 2 0 0 1 0 0 1 1 2 1 1 0 1 2 1 1 0 0 2 0 0 0
split_gain=0.0018197 0.0503353 0.0386351 0.0199602 0.0317172 0.128768 0.0895094 0.0333246 0.17177 0.0512465 0.0416387 0.0165724 0.0129921 0.0241145 0.023306 0.0191327 0.0164142 0.0430525 0.0118726 0.00930929 0.0436847 0.052362 0.0157111 0.0464315 0.229743 0.118918 0.106784 0.042689 0.0413579 0.0260355
threshold=0.34614233110000009 0.3459626957000001 42.055256506450007 0.48847339900000003 41.685324604100011 0.35585760905000008 0.48588365620000007 0.34626208795000007 41.935569238650011 0.48389269780000005 0.48271009850000007 0.34708541665000009 0.48588365620000007 0.48389269780000005 0.34566330350000002 0.34587287805000005 43.157831852650006 0.34494476210000008 0.34584293880000011 0.48149755995000004 0.3453339720000001 40.542362378300005 0.3447651268000001 0.34491482290000003 0.47880302985000006 0.47757552170000012 42.081757894750005 0.47847369840000004 0.47787491390000009 0.47642286160000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 5 -2 -7 -6 -9 10 -10 -5 13 15 16 18 17 -14 19 22 -21 -22 27 24 25 26 -24 28 29 -1
right_child=3 2 -4 11 7 6 -8 8 9 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012329968220025427 0.083648692458980323 -0.002805467680628085 -0.052076136537841766 -0.011139998222479191 0.010098449281258401 -0.09456530761256067 0.032326032971883155 -0.11429054807449511 0.0087420181257118739 -0.02199072414500217 0.10320886118921135 0.00027276279267511512 -0.0019231759671482409 -0.018056741815924583 -0.0049278965100698199 0.012291581177453598 0.0042729435545328497 0.051805213935106835 -0.015295062570629611 0.0043647351615619685 0.0022691695530519182 -0.021454938564207326 0.087849689847161613 0.0013629596927766472 0.10298189595520119 -0.077052896778382063 -0.050313446475948737 -0.019900551528058644 0.042978505545477996 -0.020026119960403321
leaf_weight=4.9850679099933037 0.23916495895138931 0.30689201736822624 0.33058593749194642 1.3262978480197478 1.8250813801023471 0.096439559798111724 0.1312450896948576 0.13727559969356662 0.098621651745947836 0.17364097188564642 0.088556848466396332 31.277288353846885 0.26400143327191361 0.76168478099862014 0.81787344021722663 1.2080383083539334 0.52441647232626565 0.34278230450581759 0.53575853440997789 3.7140081406105301 1.6737459371797743 2.0945597779937088 0.13469051620465755 14.71746821239277 0.25508987717330456 0.18585022106708493 0.09567580953171273 1.2529981772662493 0.21993530861800525 0.6513379957455071
leaf_count=551 42 28 16 17 15 53 3 12 128 22 1 2968 15 25 9 17 5 28 64 33 13 31 27 423 7 10 25 23 7 15
internal_value=-2.67231e-06 -0.000513165 -0.0283565 0.000503189 0.00862119 0.0324058 -0.0214209 0.00384159 -0.0190843 0.0171374 0.0534356 -0.000191503 2.28397e-06 -0.000473496 0.00793228 -5.13299e-05 0.0172304 0.0284289 -0.000539946 -0.000276268 -0.00333185 -0.0109175 0.000739944 0.0025361 0.0282555 -0.0175427 0.0304677 -0.00314798 0.000436329 -0.00122369
internal_weight=70.4661 35.0725 0.637478 35.3936 2.79003 0.46685 0.227685 2.32318 0.498095 0.360819 0.187179 32.6036 34.435 32.4859 1.94907 31.7242 1.1312 0.606784 30.5162 29.9804 7.48231 3.76831 22.4981 15.3888 0.671306 0.416217 0.230366 7.10934 5.85634 5.63641
internal_count=4633 1372 44 3261 276 98 56 178 163 151 129 2985 1328 1271 57 1246 48 43 1229 1165 77 44 1088 492 69 62 52 596 573 566
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 0 2 1 1 1 1 0 2 2 2 2 2 2 1 1 2 2 0 1 0 0 1 1 2
split_gain=0.00186269 0.00953788 0.0251698 0.0179832 0.00789917 0.136468 0.13078 0.0402823 0.0272265 0.0545238 0.0500755 0.0403694 0.191989 0.175349 0.0270596 0.064128 0.0202081 0.0197564 0.0292526 0.0996636 0.0446519 0.0331414 0.0551524 0.0640054 0.020685 0.0152401 0.0195858 0.0121527 0.052212 0.0484013
threshold=42.081757894750005 42.123054668150012 42.243697547450004 0.34503457980000002 42.844429421150004 0.3453339720000001 0.47697673720000006 42.720329370750001 0.34900152690000003 0.38045268105000002 0.34708541665000009 0.34569324270000007 0.48911709230000006 42.684965421050009 42.759119507950011 42.720329370750001 42.546237522150008 42.91168285345001 43.022303514600004 0.34542378970000004 0.34566330350000002 43.084051236300006 43.157831852650006 0.50386215985000016 0.37977904855000005 0.56579144335000009 0.56974342085000018 0.34626208795000007 0.34554354660000003 43.276780833950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 16 10 -10 11 -7 13 -13 15 -15 -4 -6 19 -19 -21 -20 23 -23 -22 -11 -27 28 -24 -29
right_child=1 2 4 -5 17 8 -8 -9 9 25 -12 12 -14 14 -16 -17 -18 18 21 20 24 22 27 -25 -26 26 -28 29 -30 -31
leaf_value=0.00032224664389053095 -0.012177317546371323 0.058917063650868517 -0.0040765068520978538 0.0083493557484958375 0.015233346772371221 0.009855378115404767 -0.10407022341408885 -0.050734057933495849 -0.041919077730620181 -0.0071190261872025699 0.025573368715471646 -0.11151020017359262 0.019922899152892987 0.1000998773292609 0.10074371560700945 -0.10497906842562002 0.077090031878684115 -0.11003514377064794 0.03709387793536742 0.10016704867387904 -0.10078226613357576 -0.10505953380631686 0.00028404548322757316 0.0093427708574826251 0.028626681452291681 0.018385632155322355 -0.0063868281811823129 0.051084474710451515 -0.035846034593520128 0.0021544728039347726
leaf_weight=50.612569023992748 0.71309051844105908 0.11776049047448367 0.057361058073058274 0.17459611939981556 0.87627918786108949 1.3401188843754432 0.25442934756324576 0.083161087852957588 0.3754865445367418 2.0188685887071647 0.98572229221463192 0.28607629365797027 0.57146388292312622 0.03039420978166163 0.043083127588033676 0.03059740737080574 0.065930888538167309 0.09795629719212251 0.23951751828607903 0.048944302834570408 0.024143122872944067 0.10728959597206866 5.4751274833612618 0.089867172801874062 0.025290439116032459 0.68369419686496236 0.59858152829780131 0.21388312471098592 0.43149716827690543 3.6901136080168024
leaf_count=2575 17 11 35 40 34 32 29 15 32 80 8 25 2 58 2 2 8 12 35 10 23 40 260 25 20 6 75 24 40 1058
internal_value=8.3844e-07 -0.000822808 -0.000397495 0.0287179 -0.000851597 -0.00338628 -0.0560855 0.00305 0.000101351 -0.00581111 0.00671374 -0.00136293 -0.0169969 -0.0710743 0.0400743 -0.00278121 0.0393276 0.000810956 -0.000399164 -0.0386344 0.0324604 0.000333408 -0.000546386 -0.0529132 -0.034576 -0.00170404 0.00682155 0.00050599 -0.00235537 0.00483514
internal_weight=70.3629 19.7503 19.0372 0.292357 18.7449 7.42497 0.460882 0.206453 6.96409 3.67663 3.28746 2.30173 0.961615 0.390151 0.104075 0.0609916 0.123292 11.3199 10.4436 0.196334 0.0983779 10.2473 10.0078 0.197157 0.0494336 3.30114 1.28228 9.81062 5.90662 3.904
internal_count=4633 2058 2041 51 1990 409 87 58 322 193 129 121 89 87 62 60 43 1581 1547 65 53 1482 1447 65 43 161 81 1382 300 1082
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 0 2 0 0 0 2 1 1 1 2 0 1 2 0 1 2 1 2 1 1 2 2 1 0 0
split_gain=0.00217801 0.0172932 0.102331 0.233352 0.044268 0.0300099 0.0411744 0.0286361 0.0469798 0.0241083 0.0509599 0.0219194 0.0204073 0.075615 0.051685 0.028084 0.0189156 0.0251292 0.0358791 0.0541733 0.0153303 0.0152379 0.0148318 0.0132982 0.0113364 0.0394835 0.0179672 0.0110812 0.00738492 0.0342739
threshold=42.546237522150008 0.3475943834000001 43.157831852650006 0.50386215985000016 42.670715716450012 0.53499895210000015 43.521589032450009 0.52507409960000018 0.56859076075000015 0.53447501570000011 43.663128814500006 0.42111014640000005 0.34708541665000009 0.34575312120000007 42.957059535450007 0.48588365620000007 0.34527409360000011 42.783136484500005 0.48847339900000003 0.34560342505000002 43.276780833950006 0.34524415440000006 42.477827694800006 0.34614233110000009 0.40206880030000008 47.74983977685001 48.109449608500007 0.39500314360000005 0.50913146310000013 0.52366695610000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 4 3 -3 -2 6 -4 -5 11 10 -8 -9 13 16 23 -16 21 -18 19 -19 -7 -6 -1 -15 25 -22 -27 -28 -12 -30
right_child=1 2 5 7 12 20 9 8 -10 -11 28 -13 -14 14 15 -17 17 18 -20 -21 24 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=6.4602124644572376e-05 0.023042845113349468 -0.10594558204212307 0.0628088966815607 0.023836106805108247 -1.5080854207678636e-05 -0.046218093306023757 -0.10487970922848777 -0.017232630807118919 -0.0045638812552692689 0.082446641556064848 0.015848824032542362 -0.073826786894674826 -0.016861688064743148 0.048576958912819462 -0.021361556259202864 0.044827104279317735 0.0027126826342386496 -0.013550350808481394 0.0050305819269555394 -0.064806407869280103 -0.10167268167015507 0.016851884204446718 0.012267637107564303 0.099960111861698481 0.001312177340074004 0.073704865716628251 -0.10050947950839528 0.022380637405410842 -0.10100514358111992 0.016353175909132597
leaf_weight=54.019527465670159 0.85771671488639789 0.29689174232376636 0.17479619142984204 0.22629105380863723 4.7730703807731611 0.075931206828414921 0.03941768909453458 0.11572238266921864 0.99999588984873533 0.043568409339059144 0.6858399529657806 0.16748153511159458 0.7206717371009298 0.089451547712088408 0.13459914399646777 0.12240022700279951 1.1827053647139112 0.77999625123460681 0.51696901023387898 0.28030588270098633 0.046313475646002522 0.60331423576315035 1.0147029465733712 0.11527581012342125 1.9219055815259762 0.031270713312551379 0.013789166792093965 0.015682953669056587 0.031671771232538171 0.1161282754374362
leaf_count=2787 26 31 35 20 303 15 14 28 66 3 133 26 8 63 38 6 13 59 2 27 23 7 51 4 529 8 20 21 63 204
internal_value=-2.90329e-06 -0.00106341 -0.00587745 -0.0249023 0.00130315 0.00487438 0.0183307 -0.00896249 -0.0147465 0.00984891 0.00622604 -0.0507014 -0.000697813 0.000657005 0.0400234 0.0101619 -0.00157698 -0.00830655 -0.0165692 -0.0271006 -0.00210294 0.00187766 0.000289598 0.0775093 -0.000451994 -0.0321229 0.0209054 -0.0351162 0.0114795 -0.0087953
internal_weight=70.2134 15.1792 5.0027 1.80638 10.1765 3.19632 1.09142 1.50949 1.2832 0.916626 0.873058 0.283204 9.31876 8.59809 0.461727 0.256999 8.13636 2.75998 1.57727 1.0603 2.10489 5.37638 55.0342 0.204727 2.02896 0.107056 0.0607428 0.0294721 0.83364 0.1478
internal_count=4633 1795 1239 171 556 1068 452 140 120 417 414 54 530 522 111 44 411 101 88 86 616 310 2838 67 601 72 49 41 400 267
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 0 0 2 0 1 2 0 2 1 2 2 0 0 0 0 1 1 2 2 2 2 2 2 0 1
split_gain=0.00198158 0.00990659 0.0102483 0.0169192 0.00635403 0.043491 0.0766547 0.0568266 0.0372322 0.0322253 0.076196 0.21649 0.0440558 0.0307706 0.0773235 0.0553205 0.229074 0.0240188 0.0233403 0.0397986 0.0196777 0.0133029 0.0120877 0.0105805 0.0928724 0.00788808 0.00535203 0.00956966 0.0294208 0.0207647
threshold=43.735142172100005 43.847394126900006 0.31060447290000009 49.247968080500009 42.546237522150008 0.47943175355000006 0.47709649410000005 42.720329370750001 0.45995628875000011 0.3475943834000001 43.157831852650006 0.50386215985000016 42.91168285345001 0.34584293880000011 42.654057868200006 42.670715716450012 0.48634771415000005 0.55788748840000013 0.52507409960000018 0.56859076075000015 0.42111014640000005 0.34527409360000011 42.477827694800006 43.022303514600004 43.067541470150012 43.022303514600004 42.243697547450004 42.409092016550012 0.50291907430000016 0.35027394390000005
decision_type=2 2 2 2 2 2 2 2 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 22 6 7 -6 -9 12 11 -11 13 -7 -15 -16 -17 -12 -13 20 -20 -14 26 -10 -25 -8 -1 29 -29 -28
right_child=1 2 -4 -5 5 9 25 8 23 10 17 18 21 14 15 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00027320123590681046 0.024962213426524622 0.008863463776699344 0.0015200529266159645 -0.10042483256527415 0.073851386359027521 0.0045610347772064323 -0.10410588810711333 0.061493627245199002 -0.063120893916878154 -0.10536078938774898 0.019145782024988987 0.021591141722021666 0.00159418164014878 0.0044389098172635342 0.10612990948571153 0.10023048021126911 -0.10754474425050364 -0.0072262691027350084 -0.015543280084461198 -0.004094445624634957 -0.069704492751020183 -0.011329858749201178 0.011103764300859246 0.10133786489644923 -0.1025220768904497 -0.060948795791062729 0.011200489093353491 -0.048977970804414364 0.0078059930997750673 -0.0096495301108367963
leaf_weight=51.608932265050974 0.17924635518230747 0.030991822172857897 5.068913970569354 0.026091027746588225 0.074653676275277858 1.8656941702356564 0.097034162787167588 0.040916255893492459 0.11500506171148572 0.2700504146068855 0.82874108709256666 0.22491495227910707 1.6068353839218619 0.63529172167181946 0.15998686850070953 0.15706856187898666 0.080134266056120396 0.59208811676498385 0.11548339101977934 1.0030146906013522 0.16004761966857828 1.5791468439856542 1.0092570569886152 0.038297791033983231 0.053656115013936301 0.075152029050514102 0.76118083645763945 0.17546997649208051 0.19008920436863264 1.2823489525566119
leaf_count=2643 24 66 1084 14 12 19 24 75 25 21 52 20 10 4 1 60 3 46 28 66 26 40 51 1 48 26 31 32 21 60
internal_value=-4.46177e-06 0.00185362 0.00104556 -0.0410893 -0.000156584 -0.00250625 -0.0313959 -0.00263473 -0.0256704 -0.000965895 -0.00909924 -0.0229231 0.00330432 0.0122263 0.0260774 0.0606875 0.0300377 0.00815602 -0.00811571 -0.0133416 -0.0470039 -0.00481168 0.000260732 -0.0429029 -0.0176167 -0.0852696 5.81441e-05 -0.00454894 -0.0194506 -0.00188324
internal_weight=70.1057 5.30524 5.126 0.0570828 64.8005 9.77321 0.494715 0.322529 0.247875 9.2785 3.19434 1.77351 6.08416 2.89818 1.03248 0.39719 0.237203 1.42083 1.50346 1.27855 0.275531 3.18598 55.0273 0.206959 0.0919539 0.172186 54.018 2.40909 0.365559 2.04353
internal_count=4633 1188 1164 80 3445 607 211 161 149 396 259 161 137 87 68 64 63 98 140 120 54 50 2838 74 49 50 2787 144 53 91
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 0 2 0 2 1 0 2 0 2 2 2 0 2 0 1 2 0 1 0 0 0 2 2 2
split_gain=0.00203408 0.0211966 0.0180981 0.0345893 0.153729 0.0265777 0.0205987 0.00694846 0.00523169 0.0552027 0.0359983 0.0170993 0.0168289 0.0186941 0.0162813 0.0170417 0.0418679 0.0309703 0.027715 0.0302103 0.020702 0.0109656 0.044869 0.0091744 0.0480846 0.00724529 0.0151802 0.0254825 0.0844015 0.0419069
threshold=39.896141435400004 39.955516828000007 39.476991512000005 0.34524415440000006 0.50452082270000009 39.262923716450011 0.52432561900000019 39.788107623550012 0.51484985480000012 38.621016321050007 0.34494476210000008 0.5218855723000001 38.171717059500004 0.50218556330000019 37.995872310650007 36.257608591500009 35.771221912400001 0.47568935060000012 35.119813570500007 0.49877249185000011 0.36510882910000009 39.117456157700005 0.52290350590000012 0.38906020780000011 0.52366695610000014 0.5380527529500001 0.54088200950000009 38.751720283100006 38.621016321050007 37.765550062200006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 8 -6 -8 9 12 -11 -10 13 14 15 16 18 -17 19 -1 -18 22 -13 -24 -25 -26 -27 28 29 -28
right_child=1 -3 3 4 6 -7 7 -9 11 10 -12 21 -14 -15 -16 17 20 -19 -20 -21 -22 -23 23 24 25 26 27 -29 -30 -31
leaf_value=-0.057473219037042084 0.018435010236607811 6.9727975334069197e-05 0.013803404626002411 -0.071819778396189277 0.015410068226184577 0.014862383153139059 -0.014283323890634032 0.00053414447349242112 0.019768884900693465 -0.0078961307410680744 -0.057361007340846017 -0.040321691364012174 0.024300104916104494 -0.017806861622209829 -0.0084424584762882084 -0.00053326444637324163 -0.017071015030620224 0.032378498026514616 0.03452360439629041 0.0033019036959225606 -0.10331323726221947 0.020032257888797735 -0.010924844809935325 0.048437884091756644 -0.0060929907255107404 0.011027492395595372 0.0038128126975041088 -0.019046097690765058 0.098703672360139744 -0.047067357096804818
leaf_weight=0.097211053878958675 0.63590525646932761 53.609474411793528 0.56161472911480936 0.38041737202956261 0.49784943751001254 1.180898743770739 0.80344246187011881 0.5221508557239809 0.44578695235850307 0.30066694461129362 0.28810332807552186 0.28108814256484027 0.28110739602237078 0.56574689838748771 1.0151187080294333 0.59811992463197661 0.055237560909063177 0.54777043641661294 0.22764260506158962 0.51561556018168631 0.056104386225342751 0.2517543739701863 0.63023483112919976 0.21270066553916045 1.4463278412696916 1.3020878178876958 1.7395986684618596 0.66859250566987771 0.088982177132038376 0.17848733349273227
leaf_count=131 17 3207 24 22 35 51 61 17 39 21 24 12 25 35 19 47 42 33 23 8 3 25 12 11 97 22 420 51 5 94
internal_value=-5.38652e-06 0.00028502 -0.0010062 -0.00835094 -0.0139966 0.000559257 -0.00193317 -0.00844673 -0.000872863 -0.00353111 -0.0321008 0.000795851 0.00071696 -0.00108521 0.00195391 0.00698491 -0.00290474 0.0151996 0.00472893 -0.00633869 -0.0605278 -0.000447989 -0.00123539 0.000517708 0.00179707 -3.19082e-05 0.00217193 -0.00213756 0.003495 -0.000921837
internal_weight=69.9858 54.2454 15.7405 2.76547 2.20386 12.975 1.82344 1.32559 11.7941 4.54844 0.58877 7.24564 3.95967 3.67857 3.11282 2.0977 0.951811 1.14589 0.840469 0.612827 0.111342 6.79985 6.5481 6.26701 5.63678 5.42408 3.97775 2.67566 2.00707 1.91809
internal_count=4633 3224 1409 159 135 1250 113 78 1199 411 45 788 366 341 306 287 207 80 162 139 45 749 724 712 700 689 592 570 519 514
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 1 1 2 1 1 1 1 1 0 1 2 0 2 1 1 0 1 0 0 2 2 1 0 1 2
split_gain=0.0020938 0.0164813 0.0335338 0.0106779 0.0416625 0.019821 0.049145 0.0250524 0.0158519 0.00477259 0.0455512 0.044894 0.0364383 0.0338798 0.0288607 0.119732 0.0615431 0.0173477 0.0345461 0.0116871 0.026808 0.0246967 0.0851618 0.0344695 0.0168362 0.0180661 0.0133168 0.0295026 0.108847 0.0499705
threshold=38.751720283100006 38.474425342400004 0.53938504835000012 39.476991512000005 39.525197829750006 0.39048232090000007 0.37977904855000005 39.262923716450011 0.43593006200000012 0.43837010870000009 0.44393880420000004 0.43967246490000006 0.44720217960000008 0.55688452445000014 0.42802610700000004 42.320906304050006 0.56579144335000009 43.521589032450009 0.43593006200000012 0.42111014640000005 0.55234873210000013 0.41917906650000009 0.54284302865000023 0.53998383280000006 40.330620469300008 40.542362378300005 0.34708541665000009 0.48634771415000005 0.35585760905000008 40.679780036550007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -2 -7 14 11 -11 -12 -14 19 -16 17 -17 -19 21 -21 23 -23 26 -25 -26 -6 28 -28 -30
right_child=3 2 -4 4 9 8 -8 -9 -10 10 12 -13 13 -15 15 16 -18 18 -20 20 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.00054158398968133406 -0.014648184703058471 -0.047610073873107818 0.013047397964778121 -0.033178890248307849 -0.00054728226275584893 -0.0089829644097062372 0.040760313777539373 0.015279046910311468 0.0093814879671354472 -0.0063846438655021896 0.047559498648653137 -0.088293980493677537 -0.059121922318339105 -0.00064028903649254341 0.043897985109401273 -0.1034987332012529 0.0086836702841790441 -0.10271458170597199 0.099866959497749777 -0.030463667748585024 0.0022311621362120196 -0.010592889361082547 0.048121114028622243 -0.027004314500357254 0.0072044271143681428 -0.017652279667199011 0.09970903349686272 0.0024640822530188752 -0.10727913686420254 0.013745215609976623
leaf_weight=8.9954146893482161 0.48906592390358061 0.21568991263734538 0.15783542845325726 0.37870852337891747 35.466913907783798 1.1241702020633964 0.47431457089260209 0.65344667854674299 0.80776752466131529 0.15030432591956655 0.15232368338092817 0.12060932716121897 0.10229055211244498 3.1372531021038856 0.59811392418305132 0.10262256004716619 0.15821528454580402 0.021149796194208759 0.013983306983647914 0.40790767685962126 0.65108473800506772 0.54901039553806086 0.44913074410214904 0.61859209246904256 0.52453155815601327 0.66071901303774183 0.13823634705923421 12.416202780667417 0.047126295695939291 0.1235868262515169
leaf_count=1009 38 29 24 31 1195 48 14 17 71 28 27 18 23 836 62 14 11 65 14 37 26 7 36 16 2 114 12 674 10 125
internal_value=-5.09928e-06 -0.00139626 -0.0219789 0.0002102 -0.000121218 0.00553235 0.0137017 0.00246834 -0.00130456 9.99312e-05 -0.00339104 -0.0428502 -0.000239374 -0.00248688 0.00034143 0.0181556 -0.033866 -0.0827351 -0.0220852 3.54461e-05 -0.0103624 0.000251378 0.0158265 -5.95709e-05 -0.0136314 -0.00665197 0.000448427 0.00322362 0.0337481 -0.0196642
internal_weight=69.9063 9.36894 0.373525 60.5374 56.9886 3.54876 1.61683 1.14251 1.93194 56.6099 3.66278 0.270914 3.39187 3.23954 52.9471 0.894085 0.295971 0.137756 0.0351331 52.053 1.05899 50.994 0.998141 49.9959 1.80384 1.18525 48.1921 12.7252 0.308949 0.170713
internal_count=4633 1062 53 3571 3383 188 69 55 119 3352 932 46 886 859 2420 166 104 93 79 2254 63 2191 43 2148 132 116 2016 821 147 135
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 2 1 1 1 0 1 1 1 1 1 2 1 1 1 1 0 0 2 0 1 2 0 0 2 2
split_gain=0.00189506 0.0155585 0.0345107 0.0148325 0.017868 0.0121478 0.0375208 0.0289572 0.0141167 0.00768317 0.00692533 0.0153526 0.0634936 0.00807032 0.016532 0.00898703 0.0554817 0.0515748 0.0336739 0.0283162 0.035282 0.023824 0.0159255 0.0172534 0.00950595 0.0215377 0.0108508 0.0368399 0.0379943 0.0643465
threshold=0.47787491390000009 0.34536391125000004 0.34545372890000009 0.47811442770000007 0.34446573455000007 41.289992964000007 0.34566330350000002 0.34569324270000007 0.34584293880000011 0.45995628875000011 0.3447052483500001 0.34482500525000009 0.34488488370000009 0.34491482290000003 0.34506451900000007 43.895345911700005 0.34566330350000002 0.34569324270000007 0.3459626957000001 0.3465914194000001 0.50947576420000018 0.52366695610000014 44.026978245600006 0.50386215985000016 0.34524415440000006 41.489621506400006 0.48265022005000008 0.48119816770000007 40.371455563000005 42.154118731400011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -4 -7 -8 -9 -10 -6 -12 -13 -14 -15 24 -17 -18 -19 -20 22 -22 -21 -24 25 -16 27 28 -26 -30
right_child=3 2 5 4 10 6 7 8 9 -11 11 12 13 14 15 16 17 18 19 20 21 -23 23 -25 26 -27 -28 -29 29 -31
leaf_value=8.3710766858018973e-06 -0.024292410903424162 0.060172035977855233 0.012148940998303888 -0.016965462971486992 0.0057976111820040449 -0.10178884773495696 0.099630736896611061 -0.10036681560071643 -0.0666428521028187 0.012065706157618615 -0.010674084711486349 0.055103260555970715 0.011392848725529254 -0.010504558887895511 0.014633258883069093 0.093179761234617048 -0.10393963215941092 0.10129947443420349 -0.10288597638618827 0.10048955008522167 -0.10104463336545516 0.0002983196296513963 -0.011836902838303409 0.07215070379017989 -0.014535536782513398 -0.003032024465999848 0.00031731139269858071 -0.013077461469581959 0.012106641716825125 -0.010558743772376152
leaf_weight=9.3123822361485846 0.25487663401145155 0.13552118403337865 0.63424888639047849 0.62283409547205693 2.0320963038248001 0.040666139348324748 0.027356896150422472 0.016576391699800297 0.014706301008304834 0.079156682380300936 1.3515354959672539 0.20917937159538169 0.60476987170113616 1.5202320203120496 1.3518052545223249 0.073696180945262757 0.043080385774374008 0.037226974964141846 0.02406865730881691 0.045428726450381873 0.024296563715320185 0.51244237368717682 0.050486278791657568 0.047445599618100687 1.3460541020147028 1.4101227428618583 39.683220747278689 2.8036535237206408 3.5922274283366278 1.9231314630278573
leaf_count=801 20 12 60 17 32 21 6 13 97 44 21 5 5 36 20 4 2 1 2 6 59 727 42 13 30 25 2339 36 61 76
internal_value=-4.24952e-06 0.00125095 0.013454 -0.000220473 -0.000117025 0.00566372 -0.0173845 0.00752473 -0.0152908 -0.000266224 6.17863e-05 -0.000143949 0.000113396 -9.53901e-05 -0.000222898 7.21931e-05 0.0102224 0.00242909 0.00860988 0.0037097 0.00748211 -0.00428917 0.0515535 0.028853 -9.49642e-05 0.00561412 -0.00041449 -0.00341915 0.000527346 0.00420353
internal_weight=69.8245 10.2606 0.948232 59.5639 59.309 0.812711 0.178462 0.137796 0.110439 0.093863 58.6862 56.6541 55.3026 55.0934 54.4886 52.9684 0.858172 0.784476 0.741395 0.704168 0.6801 0.536739 0.143361 0.0979319 52.1102 2.76193 49.3483 9.66507 6.86141 5.51536
internal_count=4633 1054 253 3579 3559 241 181 160 154 141 3542 3510 3489 3484 3479 3443 856 852 850 849 847 786 61 55 2587 45 2542 203 167 137
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 2 2 2 2 2 0 0 1 1 1 2 2 2 1 2 1 1 1 0 1 1 0 1 1 0
split_gain=0.00185999 0.0187869 0.00780173 0.00715797 0.0462481 0.039837 0.0216218 0.014826 0.0251534 0.0143537 0.00942654 0.0321708 0.00771901 0.00832676 0.0183927 0.0130398 0.00807067 0.00940133 0.00691809 0.0066835 0.00953972 0.00501638 0.0105843 0.00699996 0.0111576 0.00471523 0.00367803 0.00500939 0.0166935 0.0257897
threshold=0.57212358910000016 0.57403969940000021 40.00488309970001 41.808689985400001 42.498713093000006 40.722669576350008 42.654057868200006 40.858951393400005 41.772405911750006 44.749265482150008 0.58388970390000006 0.58745247150000013 0.43837010870000009 0.45218706025000005 0.45628873390000008 45.711398460000005 48.109449608500007 46.095286511800005 0.49146732130000009 48.823707093150006 0.48522499325000007 0.48616807880000007 0.4995808509000001 0.65010029640000011 0.50491003265000012 0.49284452560000008 0.56974342085000018 0.45107930900000009 0.44618424600000006 0.56345618395000019
decision_type=2 2 2 2 2 2 2 2 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 18 5 10 -4 -6 -7 -9 -8 -5 -12 -11 -14 -15 -16 17 -17 -3 -18 -21 -22 -23 -24 -25 -20 27 28 29 -1
right_child=1 2 3 4 6 7 9 8 -10 12 11 -13 13 14 15 16 19 -19 25 20 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=6.8971533739090103e-05 -0.10056074242201268 -0.10012059077412305 -0.004997735938224699 -0.10116914193701745 0.082149561222198533 0.086990247775364737 -0.078781649242058549 -0.10030900424600818 0.095113535517312511 0.06818164187177915 0.10040398867569159 -0.10118266350765992 -0.046511724351820091 0.10033368627478684 0.06656848094205077 0.012806972637155932 0.040776563030898605 -0.075558931304029936 0.058337616461244239 -0.10042286430083808 0.040670818601899805 -0.10021523596341567 0.051185332134777932 0.053110853643304673 -0.10072388116697349 -0.10014129838625029 0.0074516684249722734 -0.0051785545796754449 0.011297214260783337 -0.024681148520476873
leaf_weight=64.430435232054748 0.019816866850535519 0.01504266873227373 0.55395884348834135 0.053993876295862719 0.033730252673990435 0.07297934953908225 0.022712045616342991 0.012897330414769037 0.013460207677781 0.017532227349626339 0.011780869215726852 0.024134973611197097 0.033898726007123514 0.019150253385305405 0.023971842154423939 0.018531024819822051 0.032772531512819114 0.034371088361467628 0.00627279881768672 0.010756640755062108 0.021739087300375104 0.011679610867687984 0.019205168983603471 0.0083080946933478117 0.010901172318369845 0.0026793147729692809 0.66721607945146288 1.824379392999474 1.3128236447341368 0.42377756319944992
leaf_count=3148 33 217 57 11 16 12 145 90 6 10 1 75 39 2 8 4 14 57 6 15 9 56 31 4 51 225 32 165 31 63
internal_value=-2.33054e-06 -0.00407006 -0.00231008 -0.00103661 -0.0114081 0.00545921 0.00643321 0.0637731 -0.000511066 -0.00251134 -0.0747606 -0.0350596 0.00407975 -0.00050205 0.00687623 -0.00243384 -0.0122643 -0.0446053 -0.0586982 0.00256648 -0.0125957 0.000555956 -0.0168525 0.00849328 -0.0341897 0.0109058 6.32116e-05 -9.29307e-06 0.000133236 -9.27534e-05
internal_weight=69.7649 1.10628 1.08646 1.06247 0.409169 0.653296 0.31926 0.0993369 0.0263575 0.28553 0.0899097 0.0359158 0.262817 0.245285 0.211387 0.192236 0.168264 0.0529021 0.0239948 0.115362 0.0825898 0.0718331 0.050094 0.0384144 0.0192093 0.00895211 68.6586 67.9914 66.167 64.8542
internal_count=4633 1194 1161 713 548 165 461 108 96 445 87 76 300 290 251 249 241 61 448 180 166 151 142 86 55 231 3439 3407 3242 3211
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 1 1 0 0 0 0 0 2 2 0 0 0 0 0 2 2 0 1 1 2 2 2 1 0
split_gain=0.00175228 0.0165257 0.0335049 0.0147607 0.0118077 0.0401935 0.0381086 0.034563 0.0248956 0.0319864 0.00974104 0.0200493 0.0090454 0.00655546 0.00597524 0.019009 0.00766225 0.0466568 0.00550705 0.00854671 0.00494608 0.00732546 0.0653518 0.0242029 0.0132959 0.0112325 0.0181942 0.00978603 0.0181461 0.00505072
threshold=37.500638522700008 0.3584174126500001 0.47396784530000008 0.34007963835000005 36.558960102350007 0.50035927070000008 0.39048232090000007 0.39563186730000005 0.50452082270000009 0.5218855723000001 0.52863686715000002 0.54353163080000011 0.4560492201000001 37.765550062200006 38.060777288450005 0.47568935060000012 0.50730517050000012 0.52889135055000014 0.4413939702500001 0.41973294215000007 38.324118171300007 38.751720283100006 0.53866650695000018 0.36265381275000008 0.31060447290000009 49.247968080500009 44.952171034750002 39.032633164100012 0.39170982905000007 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 -3 -6 -8 -7 -10 -11 -12 18 -2 15 -15 -17 -18 19 -1 -16 22 23 -22 25 26 -23 28 -26 -29
right_child=13 4 -4 -5 6 8 7 -9 9 10 11 -13 -14 14 20 16 17 -19 -20 -21 21 24 -24 -25 27 -27 -28 29 -30 -31
leaf_value=-0.10013622486071652 0.0094343770428457121 0.031726782575162239 0.079333053303242765 -0.10271707327782263 -0.02444173804550372 -0.020032882754369114 0.043854125073900609 -0.0054685287261404501 0.032562000203545903 -0.012618544492794398 0.047160357552381675 -0.0013253440423238096 0.10004938578558283 0.0022469571428690824 0.0063123448572537004 -0.0093558644000323807 -0.10221137021463463 0.0036821618297378901 -0.100328679767138 0.072889538138999913 -0.015164906477612948 -0.10031832134893129 0.0038809230600638047 -0.067640413625437185 0.026264688510927531 -0.1003841033675844 0.041536927426961613 0.0023488210866997867 0.00044576479545967596 -0.0003176410401755619
leaf_weight=0.0043288688679787796 0.7492272290648988 0.37170175442049247 0.069383083186039585 0.017647069855461724 0.84125999314710476 0.67220901453401927 0.18587767775352404 0.60290489550717874 0.2957974536921032 0.65698730260919536 0.093112708330408966 1.0144404865833068 0.0085216262959875166 0.56577158754406642 1.2712040906223396 0.11260525044053793 0.074459012945794711 0.094306878547324224 0.0063064011046662918 0.0083837196034437511 0.15735873689152668 0.014635574081721781 1.2942256512261012 0.19910043486598461 0.40938179752809734 0.023607817165611777 0.02365511439711554 8.2581660116771669 0.81240690006812599 50.812302807242439
leaf_count=85 54 39 25 64 29 12 13 93 33 26 21 313 7 11 71 6 18 34 6 14 14 152 44 30 26 14 25 613 43 2698
internal_value=-2.45298e-06 -0.00183616 0.0356914 -0.0313177 -0.00274433 0.000874574 -0.00963616 0.00615442 -0.00332218 0.00212988 -0.00297158 0.00275088 0.0144325 0.000134606 2.59461e-05 -0.00831685 -0.0295582 -0.0430378 -0.0239289 0.0139711 0.00013764 1.1048e-05 -0.00656138 -0.0444751 0.000190804 -0.0461321 -0.0126834 0.000238361 0.00909685 5.51355e-05
internal_weight=69.7213 4.84886 0.114571 0.0451877 4.73429 3.10425 1.63004 0.788783 2.73255 2.06034 1.76454 1.10755 0.0275406 64.8724 64.1232 0.847143 0.281371 0.168766 0.019019 0.0127126 63.276 62.0048 1.65068 0.356459 60.3542 0.0618985 0.0382907 60.2923 1.22179 59.0705
internal_count=4633 780 201 176 579 444 135 106 405 393 360 334 112 3853 3799 69 58 52 105 99 3730 3659 88 44 3571 191 177 3380 69 3311
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 0 2 2 0 2 2 2 1 0 1 1 2 1 1 2 1 1 1 1 2 2 0 0 2 0
split_gain=0.00208732 0.0700591 0.022746 0.00246408 0.0770439 0.0108283 0.0107403 0.0185018 0.0496244 0.0101783 0.00421431 0.0172752 0.0351549 0.0451744 0.0641901 0.0373033 0.0159419 0.0136543 0.0108096 0.00930007 0.0189949 0.0100911 0.013345 0.00724464 0.00481934 0.00399641 0.0350316 0.0802868 0.0429859 0.0381212
threshold=0.39614083410000006 48.553014326500012 44.952171034750002 49.064150740050003 49.292797572200008 0.39672464895000009 47.927946529500012 48.96897326980001 0.45798030000000006 48.393869453650005 44.578137159850009 43.895345911700005 0.34479506600000004 0.48032993025000009 0.3465914194000001 0.42209814075000007 44.908704241950012 0.43593006200000012 0.43837010870000009 45.700098835450007 0.37447980600000008 0.43967246490000006 0.41808628485000005 0.35799826355000003 47.079243513300007 42.546237522150008 0.47943175355000006 0.47709649410000005 42.720329370750001 0.47550971530000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 10 8 -8 -10 11 25 -13 -14 -15 -16 23 -17 -19 -18 -21 22 -22 -12 -23 -7 27 28 -27 -30
right_child=3 -3 -4 4 -6 6 7 -9 9 -11 16 12 13 14 15 17 19 18 -20 20 21 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10031202824012253 -0.012505165406741563 -0.077823643670284659 0.091705126177562296 0.081623345857962507 -0.0024922041132315921 0.0002607629826832953 0.092335223017414869 -0.022976333710433033 0.028177233459307373 -0.016157308672053689 -0.10266888502702286 -0.060867930510562655 0.055726602624901617 -0.10268257412456999 0.064066149901467459 -0.10211366289373419 0.0022345621107198277 0.10026184655272577 -0.10011318962093906 -0.10064667376242736 -0.015093168926514437 -0.055539029234288773 0.075959081391820546 -0.023168134560807113 0.00039075690496000642 0.070373758189927568 -0.00059824666076466193 -0.083496520916520045 3.4569623270900137e-06 -0.10165782593397875
leaf_weight=0.0070047209316318462 0.69292082071744587 0.073222473562054802 0.051717496608034708 0.11797830010811505 1.4134292774027315 54.775776697519092 0.08674798021092911 0.090588465104247007 0.089640690188389271 0.12261507173752761 0.0238600375284993 0.049293975706854787 0.24915691873638934 0.052816126495599747 0.087642632708366364 0.023373094634753233 0.57838608875036357 0.0076573258265852928 0.0041521925333540821 0.027419682016954994 0.045666560218464269 0.045907913345729412 0.024859283468686044 0.022060015703878832 0.023188211392607627 0.070534261358263517 10.393937312959336 0.17006932593767488 0.21025291124129514 0.044733134044633971
leaf_count=173 18 21 12 18 311 2748 5 13 36 39 12 10 27 4 27 18 128 1 132 95 70 37 4 32 27 8 443 53 60 51
internal_value=-2.71581e-06 -0.0125684 0.0688002 2.11247e-05 0.00398798 -6.81944e-05 5.9818e-05 0.0166153 0.0286103 0.00256623 -3.65487e-05 5.02482e-05 0.0190706 0.0283467 -0.0104932 0.0291492 -0.00729087 -0.0578315 0.0298106 -0.0037681 -0.0245525 -0.00960869 0.0170014 -0.0644767 -0.0367694 -8.70753e-05 -0.00183675 -0.0278117 0.00128107 -0.0178314
internal_weight=69.6766 0.131945 0.0587222 69.5447 1.53141 68.0133 67.3203 0.389592 0.299004 0.212256 66.9307 66.1394 0.474092 0.424798 0.175641 0.122825 0.791348 0.0351826 0.0118095 0.745428 0.167042 0.139622 0.0705258 0.0459201 0.0690961 65.6653 10.8895 0.49559 0.32552 0.254986
internal_count=4633 206 185 4427 329 4098 4080 93 80 75 3987 3582 219 209 182 178 405 151 133 361 233 138 74 44 64 3363 615 172 119 111
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 1 1 2 1 0 0 1 0 1 1 0 0 1 1 2 2 0 0 1 2 0 2 2 2
split_gain=0.00186805 0.0219492 0.0373032 0.00728157 0.0132714 0.006606 0.00581751 0.00438856 0.00376536 0.00344568 0.00920942 0.00423114 0.00473087 0.0123283 0.010409 0.00551874 0.00928109 0.00582661 0.00738242 0.00662832 0.00861425 0.00348497 0.00314716 0.00345973 0.00491711 0.0017293 0.0231527 0.0835478 0.0201615 0.0408213
threshold=0.45736654595000009 0.56065686655000013 0.56300709560000006 0.46097422230000007 0.46280051495000007 0.58454836680000011 0.46551001470000003 0.4529056016000001 37.232443001650005 0.57854555250000017 0.66977036620000019 0.66011496660000013 0.51869704500000013 0.63528038085000016 0.52366695605000013 0.49284452560000008 0.60710757165000018 0.58887458460000019 0.4830394299500001 0.47634801355000006 49.960114208400007 52.834037000700008 0.61686775845000008 0.61797550970000004 0.50491003265000012 42.546237522150008 0.56579144335000009 42.027798546600003 42.654057868200006 42.670715716450012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 6 -6 25 -8 10 11 12 13 15 -14 16 17 19 -19 -10 -21 22 -17 -24 -25 26 -1 -28 -27 -30
right_child=1 2 3 4 5 -7 8 -9 9 -11 -12 -13 14 -15 -16 21 -18 18 -20 20 -22 -23 23 24 -26 28 27 -29 29 -31
leaf_value=-7.46990024877541e-05 -0.10118425043619619 0.086987468372261192 0.025622022512798295 -0.10112723897252346 0.084165164556817579 -0.10052199645475995 -0.10012672472508916 -0.0086528766186619883 0.033767974774713903 0.040716394065929619 -0.1004750036466175 0.038269206785470716 0.099828460526181606 -0.10025929718364759 -0.10015024176392735 -0.10022215869295391 0.048322492788098304 -0.10040633020030135 0.014263850885991986 -0.1002158393029651 0.0064541218288805815 0.029775505357409637 0.058587169389079721 -0.10042952988021099 0.07036153400873689 -0.010536407168694984 0.0032764163225265696 0.070526822022890276 0.044663031153492815 -0.00022509048142866519
leaf_weight=52.360999262369766 0.018102608648109864 0.056241685505483474 0.081148244933700653 0.014637388913076421 0.0078403891748166643 0.0067979577226082713 0.003954962476176326 0.58706109440662047 0.0360199401400223 0.017695505608571693 0.009689702068827577 0.024535616595550813 0.010480251982428967 0.014029291051411263 0.0034628197540955705 0.010388751406788188 0.037343013195226149 0.013864811843745883 0.0094347815591788731 0.011082982149673626 0.023888767363587249 0.0054027996902732403 0.0035017526518004169 0.006850980640592752 0.0022358250545266856 1.9022359293571796 1.4223736676679184 0.21230692406152218 0.2059344011067229 12.486114475308639
leaf_count=1988 15 8 42 84 8 115 197 72 25 11 77 22 7 38 122 69 35 30 19 18 49 12 10 12 74 39 141 12 14 1268
internal_value=-2.77692e-06 0.00657852 0.0113304 -0.000679869 -0.00849405 -0.00324878 -0.000621635 -4.35556e-05 -0.0033476 -0.00175216 -0.00513408 -0.000787126 -0.00588467 -0.0103748 0.0501629 -0.00249414 0.00612895 -0.0105813 -0.0539726 0.00365974 -0.0273509 -0.0424903 -0.0594826 -0.0258621 -0.0584061 3.01316e-05 0.000291177 0.0120107 -0.00093568 0.00050324
internal_weight=69.6057 0.428631 0.410528 0.354287 0.273138 0.258501 0.251703 69.177 0.243863 0.239908 0.222212 0.212522 0.187987 0.174044 0.0139431 0.160014 0.131634 0.0942913 0.0232996 0.0709917 0.0349717 0.0283801 0.0229773 0.0125886 0.00908681 68.59 53.9957 1.63468 14.5943 12.692
internal_count=4633 1099 1084 1076 1034 950 835 3534 827 630 619 542 520 391 129 353 176 141 49 92 67 177 165 96 86 3462 2141 153 1321 1282
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 2 2 2 2 2 2 1 1 1 1 1 2 2 0 0 1 0 1 0 1 1 0 2 2 0
split_gain=0.00175442 0.0174602 0.00712498 0.00643613 0.00597706 0.0431281 0.0361493 0.0186521 0.0129283 0.0218996 0.0127968 0.00855469 0.0228097 0.00590045 0.0156707 0.00739295 0.00890988 0.0148108 0.00406046 0.0148848 0.00935688 0.00745644 0.00392564 0.00349402 0.00462441 0.0142381 0.0251144 0.0396068 0.00939903 0.00782083
threshold=0.57212358910000016 0.57403969940000021 40.00488309970001 0.49146732130000009 41.808689985400001 42.498713093000006 40.722669576350008 42.654057868200006 40.858951393400005 41.772405911750006 43.477771593600004 0.45932756505000005 0.46112391845000006 0.43837010870000009 0.44922307715000004 0.45628873390000008 46.095286511800005 47.74983977685001 0.61797550970000004 0.64803449000000013 0.48616807880000007 0.61400856260000014 0.49284452560000008 0.56974342085000018 0.45107930900000009 0.44618424600000006 0.56345618395000019 42.283941020600004 38.751720283100006 0.56685428580000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 -2 3 -3 6 11 -4 -7 -8 -10 -9 -6 -13 -12 -15 -16 -17 -18 20 -20 -19 -22 -5 24 25 26 -1 -28 -26 -30
right_child=1 2 4 22 5 7 8 10 9 -11 13 12 -14 14 15 16 17 18 19 -21 21 -23 -24 -25 28 -27 27 -29 29 -31
leaf_value=7.6226025320736527e-05 -0.100536801204081 -0.10011291869036161 -0.0048242995529021102 0.056449195054246032 -0.10119848345022966 0.080494415550592002 0.085825903138725221 -0.10024098746029209 -0.1002781430732147 0.093889263518344035 0.062301602085911949 0.074227760726698261 -0.10079597515897279 -0.10027266539711577 0.046828193560287085 0.03586260380579151 -0.10107907282329964 0.049633304453677002 -0.10039137467163027 0.0082970781454249614 -0.1001205911416055 0.024261568688068058 -0.10011519006359181 0.007268586663129086 0.0056228172944319931 0.010468029763736453 -0.053534871876714997 0.0084379637104740664 -0.016613603491955314 -0.00058191707938162849
leaf_weight=64.320108934219007 0.018424545027108219 0.013838519880877184 0.55455934943286778 0.0057374321577610132 0.049987523198524286 0.030684706183876642 0.06682160465038578 0.012596258266056815 0.011332159296391975 0.01191761925292667 0.015752256161583489 0.011954368907026947 0.019744068785355395 0.014870676389193704 0.036603110176656628 0.045716454613852875 0.017486166583410068 0.033949737147850101 0.016815752598972722 0.050260939657448489 0.0095883347691056997 0.0096908010018523782 0.002221608016432966 0.66591525385956529 0.57274768616705429 1.305037644897779 0.22104374690934392 0.19331441291797091 0.72136438020648774 0.52630846756437677
leaf_count=3148 33 217 57 6 11 16 12 59 90 6 11 3 73 35 10 93 42 19 21 73 68 14 225 32 27 31 40 23 65 73
internal_value=-2.17265e-06 -0.00403831 -0.00233225 -0.0589037 -0.0011237 -0.0111492 0.00471934 0.00670939 0.0634785 -0.000749745 -0.00188845 -0.0754284 -0.0347896 0.00305254 -0.000919283 0.00579301 -0.00239199 -0.0150841 -0.00258488 -0.0189505 0.0180384 -0.037599 0.0127474 6.02934e-05 -1.04422e-05 0.000126616 -8.18652e-05 -0.0246221 -0.00498252 -0.00985092
internal_weight=69.5864 1.06055 1.04213 0.0217976 1.02033 0.375701 0.644631 0.294015 0.0900714 0.0232498 0.26333 0.081686 0.0316984 0.250734 0.234982 0.220111 0.183508 0.137792 0.120306 0.0670767 0.0532289 0.0192791 0.00795904 68.5258 67.8599 66.0395 64.7345 0.414358 1.82042 1.24767
internal_count=4633 1194 1161 448 713 548 165 461 108 96 445 87 76 386 375 340 330 237 195 94 101 82 231 3439 3407 3242 3211 63 165 138
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 2 2 1 1 1 1 1 0 0 0 2 0 1 2 1 0 0 2 0 1 0 0 0 2
split_gain=0.00162896 0.00983411 0.0308677 0.0565494 0.0172995 0.0243352 0.0307359 0.0126031 0.00817939 0.129634 0.0594022 0.0279769 0.0208788 0.0224469 0.182125 0.01817 0.0337191 0.0125434 0.113553 0.0467097 0.057339 0.0199519 0.0291977 0.081041 0.0504813 0.099434 0.0287206 0.00990546 0.0164835 0.0373841
threshold=40.621691032550004 40.300545846000013 40.21994457600001 40.148327922700012 0.40115565405000009 0.47976108500000009 40.542362378300005 40.040404835300002 0.34512439750000007 0.34524415440000006 0.34548366815000003 0.35585760905000008 0.36265381275000008 0.49588335680000006 0.48735067810000005 0.47697673720000006 38.983591653800012 0.50291907430000016 0.36551300860000008 35.476804824450006 0.36551300860000008 0.50452082270000009 0.51809826055000008 37.345948426100009 0.52252926560000013 0.38906020780000011 0.52324780695000006 0.5380527529500001 0.52401125715000008 37.817254840650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 8 15 -10 -11 -12 13 14 -13 16 -1 19 -19 -14 -21 -20 23 -23 25 -24 -26 28 -28 -30
right_child=-2 4 -4 -5 -6 6 -8 -9 9 10 11 12 17 -15 -16 -17 -18 18 21 20 -22 22 24 -25 26 -27 27 -29 29 -31
leaf_value=-0.0023445421766497502 -0.0003982396964367692 0.00021080109516776206 -0.015044941282322602 0.025141315749828003 -0.0032182829990257886 0.02985816302396814 0.0052039975799092119 -0.012432783401753578 0.10188076865800955 -0.048993224373865982 0.014923232207330231 -0.10646852458800496 0.0082252020436570546 -0.063296297064195498 0.086939118534171259 -0.010762858324128153 0.03598255855627832 0.078460204159810948 -0.03028373083683257 -0.055663888149634889 0.0011419776561567277 -0.026992884636629372 0.020851201260264698 0.054440313778450912 0.022215533008479997 -0.053053433118256915 0.0055137452400813346 0.0017444081642902995 -0.054242086210114983 -0.0056530996031276572
leaf_weight=1.7492028518323448 41.696079384547765 2.1005080587494245 1.3543019391514146 0.89373221966381322 2.1592699950836094 0.86637601786060292 1.2145555852766845 0.85853851178598617 0.12645347645188287 0.24147454533642587 1.3136230716299806 0.093943443823161554 0.80289473185417282 0.1066170773410704 0.10106915365031455 2.0054944877047092 0.26421559149639495 0.18797916918992896 0.21241892734542389 0.35180751299958501 0.35902769758231656 0.19607486486984171 0.29302262682176561 0.32439738425034648 0.62563595469691691 0.48070428358914796 0.67789648075267894 6.8135464723063155 0.19315920811493448 0.87862655314529547
leaf_count=199 2906 47 34 34 51 38 10 35 8 15 45 31 27 10 17 31 20 4 8 20 20 24 22 38 20 33 14 735 57 80
internal_value=-2.71997e-06 0.000589512 -0.000430892 0.000551257 0.00405043 0.00780395 0.0154685 -0.000589938 -3.73327e-05 0.00107729 0.000183017 0.00103046 -0.000406666 -0.026402 -0.00623117 -0.00402566 0.00268502 0.000225813 0.00141209 -0.00830333 -0.0269725 5.79274e-05 0.000672742 0.0237624 -0.000533523 -0.0250646 0.00153206 2.09072e-05 -0.00669069 -0.0144099
internal_weight=69.5426 27.8466 21.5059 20.1516 6.34071 4.18144 2.08093 19.2578 18.3993 14.3804 14.2539 14.0124 12.6988 0.30163 0.195013 4.01891 2.01342 12.3972 10.8835 1.51373 0.710835 10.6955 10.4831 0.520472 9.96259 0.773727 9.18886 8.56323 1.74968 1.07179
internal_count=4633 1727 1581 1547 146 95 48 1513 1478 1228 1220 1205 1160 58 48 250 219 1102 1035 67 40 1031 1023 62 961 55 906 886 151 137
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 1 2 2 0 2 2 1 2 0 1 2 2 1 0 2 2 0 1 1 1 1 2 1
split_gain=0.00161268 0.0313514 0.0469298 0.0232493 0.0108896 0.0096853 0.0501271 0.0642351 0.0335724 0.070072 0.0844183 0.059104 0.0465698 0.0284678 0.0509843 0.0294179 0.0241828 0.0221782 0.0568843 0.054385 0.0741291 0.049724 0.0433017 0.040863 0.0451469 0.02685 0.0403721 0.0184967 0.0345039 0.0157859
threshold=0.34708541665000009 0.48389269780000005 0.35585760905000008 0.47976108500000009 0.45995628875000011 42.546237522150008 0.3584174126500001 0.36265381275000008 43.157831852650006 42.686561923500008 0.50386215985000016 42.844429421150004 43.276780833950006 0.37323732825000006 43.084051236300006 0.54284302865000023 0.34900152690000003 41.935569238650011 41.404176814550006 0.43643902880000007 0.56974342085000018 42.477827694800006 42.081757894750005 0.5054040298000001 0.41997245590000004 0.43593006200000012 0.46280051495000007 0.35027394390000005 41.319407281650008 0.3475943834000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 27 -8 9 16 -11 -12 -10 -13 15 -15 -7 18 -9 22 -21 -22 -19 -20 -25 -26 -27 -3 -29 -14
right_child=1 5 3 -5 -6 8 7 17 12 10 11 13 29 14 -16 -17 -18 19 23 20 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.00043652450987093354 0.093492539415481912 0.010489673610173592 -0.061128237685720614 -0.10112046422016824 0.038917864498203669 0.0099568055778348832 -0.047665133620226445 0.00018437049960095539 0.049213268334115011 -0.10435444538515559 -0.096746257283705561 0.076000254661449523 -0.015226913618790706 -0.027992478613626803 -0.10178419557155337 0.08779814591154983 -0.012777472870567526 0.024192896011839174 0.030438633931555537 0.072651127156454651 -0.073510386685133669 0.08378245987443457 -0.0047180878051060107 -0.10597622025110075 0.03262194074077767 -0.10133931321817667 0.052759884305525299 0.06350161158902988 0.011913748336478916 0.0030189336056348115
leaf_weight=38.215524065904461 0.089463183410531277 0.78856245399219804 0.01354636883993543 0.020938367483296361 0.055264405425932139 0.72542751953006002 0.27811322754132817 20.105800446166921 0.20397659703436977 0.16840508534733079 0.062264693502356749 0.055262906069401652 0.56625413894653354 0.041553564351568539 0.041063855231968205 0.046488848025006746 1.3179525148541804 0.72986994029815999 0.061818367801607432 0.26465310994535673 0.070771469587940672 0.028068789948747508 1.7851606059036838 0.11676291513492743 0.055086479812075595 0.059560327316830808 0.023792766782252173 0.2322650015266845 0.29345842404291034 2.9160965208473821
leaf_count=1443 29 12 112 14 37 5 19 1425 23 15 25 6 3 16 22 25 53 36 8 10 70 8 71 35 27 18 56 38 14 958
internal_value=-9.41934e-07 0.000532282 0.0422379 -0.00885346 0.0192224 0.000291479 0.00116911 0.00010969 -0.00326401 -0.0123153 -0.0497758 -0.0125088 0.00277229 0.0159397 -0.00976873 0.0331482 -0.0047065 0.000679906 -0.000478336 0.00889751 0.0450533 -0.0288422 0.00367197 -0.0425079 -0.060178 -0.0215507 -0.0573524 0.0201761 0.0347053 5.20335e-05
internal_weight=69.4332 31.2177 0.179212 0.0897491 0.0688108 31.0385 24.8937 23.5795 6.14475 2.45842 0.415039 0.246634 3.68633 0.184369 0.129106 0.0880424 2.04338 23.3013 20.4228 2.87852 0.363493 0.0988403 2.51503 0.317021 0.255202 0.13844 0.0833531 1.31429 0.525723 3.48235
internal_count=4633 3190 192 163 149 2998 1847 1783 1151 167 109 94 984 69 63 41 58 1764 1569 195 88 78 107 144 136 101 74 64 52 961
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 0 1 1 0 1 1 2 2 2 2 2 2 0 0 1 1 0 2 2 2 0 1 2 2
split_gain=0.00170275 0.0269854 0.0936284 0.0245525 0.0286491 0.0904272 0.0196226 0.0212741 0.0140447 0.0132542 0.0103717 0.0557587 0.0501584 0.0380602 0.0842644 0.0383466 0.0494915 0.0457474 0.029865 0.0525399 0.0298 0.0203196 0.122699 0.0120235 0.00951365 0.00831402 0.0130706 0.00597652 0.0192397 0.00365673
threshold=0.54695967185000016 0.42473279245000012 0.54088200950000009 0.42111014640000005 0.41917906650000009 0.54284302865000023 0.53998383280000006 0.40206880030000008 0.41625999220000004 0.53998383280000006 0.44393880420000004 0.43837010870000009 41.087689990200012 42.320906304050006 41.087689990200012 42.527280425250005 42.580420142950011 43.521589032450009 0.56065686655000013 0.5619592227500001 0.43593006200000012 0.42473279245000012 0.56685428580000019 49.960114208400007 38.751720283100006 38.983591653800012 0.55131582885000008 0.44844465735000011 40.986363433950011 38.751720283100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 6 -6 8 -8 29 -3 11 13 -13 14 21 -15 -17 -18 -12 -20 23 24 25 -19 -2 26 -23 28 -21 -1
right_child=10 2 -4 -5 5 -7 7 -9 -10 -11 18 12 -14 15 -16 16 17 20 19 27 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024161389111062867 0.0065039320855033436 -0.10294024129232822 0.046575343001821132 -0.017720634463640045 -0.0089683914186961516 0.047373984409486009 0.0027478827612967072 -0.014842987550634687 0.0079431563614032578 -0.015573353524151692 0.032889738693731664 0.0063864834129326031 -0.089897295546281328 -0.10323823705511832 0.039912015398915639 0.042234694734259962 -0.1032810023193763 -0.1002728195646659 -0.063509263174145861 0.047621441336496415 0.098848894050650948 0.012758589759447561 0.04517732802787372 0.017154476677968516 -0.011651880618288368 -0.10319805975511598 -0.10091860929640478 0.0017065292507423076 -0.053559178276522068 0.00027679792437190217
leaf_weight=5.621078202674787 0.55306781009651806 0.052489755269980232 0.35859231187168916 0.7728835983270973 0.64781934992060886 0.50841995282098651 1.1150412977083299 1.7930619822217293 2.3203544754114764 0.025948666501790285 0.28093458603009924 0.086866258301651622 0.14345911251328403 0.064969604369252809 0.47234280839961673 0.088606376899406314 0.079031053228391102 0.018777063302884756 0.12942522379830723 0.026486655990835106 0.024020231963731931 0.018024740740656742 0.11602278307890046 0.016278955984837751 0.60359097839682363 0.11926044820575044 0.023048068460003179 4.2052595537344724 0.06470224796862567 48.983096817995204
leaf_count=518 29 114 27 21 13 33 23 41 28 3 30 20 33 4 37 3 21 52 9 26 7 3 37 28 26 28 46 1221 36 2116
internal_value=-1.72747e-06 0.000166109 0.0249276 -9.10512e-06 0.000215345 0.0158064 -8.59454e-05 -0.0080982 0.000323376 -0.0740379 -0.001465 -0.00677445 -0.0535843 -0.00186717 0.00328256 -0.0355066 -0.0160967 -0.0535207 0.00127315 -0.000733724 0.0130476 -0.00879105 -0.0331524 -0.0457431 -0.0029705 -0.0898345 -0.0510315 0.00115731 -0.0241703 -4.1913e-07
internal_weight=69.333 62.1988 0.437031 61.7618 60.9889 1.15624 59.8326 2.9081 56.9245 0.0784384 7.13417 2.42737 0.230325 2.19704 1.90536 0.291683 0.226714 0.138107 4.70681 4.42587 0.0590763 1.43301 0.276356 0.035056 1.15666 0.160333 0.0410728 4.29645 0.0911889 54.6042
internal_count=4633 2937 144 2793 2772 46 2726 64 2662 117 1696 374 53 321 206 115 111 108 1322 1292 87 169 114 80 55 77 49 1283 62 2634
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 1 1 2 2 2 1 2 2 0 0 0 0 1 2 1 1 1 1 0 2 2 2 1 1
split_gain=0.00161173 0.020244 0.0344917 0.00626279 0.00526511 0.010782 0.00541362 0.00402632 0.00377758 0.00889054 0.00549701 0.00898759 0.011768 0.00802194 0.00520366 0.00415618 0.0145076 0.00523947 0.00519797 0.00354774 0.00172337 0.0437492 0.0306515 0.0226208 0.0173833 0.0610951 0.16878 0.0349923 0.0398116 0.0221828
threshold=0.45736654595000009 0.56065686655000013 0.56300709560000006 0.58454836680000011 0.46097422230000007 0.46280051495000007 0.46551001470000003 0.4529056016000001 44.749265482150008 42.527280425250005 42.498713093000006 0.47941678395000004 38.911218973650008 37.345948426100009 0.62376874945000005 0.60710757165000018 0.58035687555000015 0.6310290111500001 0.51869704500000013 40.767054867700004 0.39019789825000006 0.38906020780000011 0.39048232090000007 0.38723391515000005 0.51017933595000009 40.722669576350008 42.670715716450012 43.131467368600006 0.38045268105000002 0.36880632320000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 -4 -6 -7 20 9 10 11 12 -8 14 -13 16 -10 -17 -19 -14 21 23 -22 24 29 -26 -27 -28 -29 -1
right_child=1 2 3 -5 5 6 8 -9 15 -11 -12 13 19 -15 -16 17 -18 18 -20 -21 22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.00017894672926415165 -0.10110564345135374 0.084875138134726316 0.02359471009793614 -0.10047811083037157 -0.10084025044891061 0.083131218867555742 -0.10034314779289243 -0.0083102263081899896 0.035180764272205005 -0.10015229074884358 0.098979016547596776 0.091223279941535326 0.055745177329758915 -0.10025898439012748 -0.10008598884296534 0.05301247142146568 -0.10052311015844118 -0.021743689096624972 0.032203358950526742 -0.0012860769613500921 0.018482168140786938 -0.030418902944615956 -4.1782932034088201e-05 0.022136523128991777 0.000607683198989488 -0.10861577243025225 0.062010617476514533 -0.10156517305733176 0.040410036493492889 0.015219459874786668
leaf_weight=43.890043408803066 0.016795163207941388 0.054307642311869131 0.076720633257366444 0.0062310772938007344 0.011527385589804595 0.0072772083185554939 0.0082934733420676615 0.58369476060596426 0.017735187197104096 0.012035355296202255 0.0045317308340599985 0.0044215879277942341 0.02373647911284138 0.017506632728822469 0.0020956729593480244 0.028060204478606465 0.014173929229968962 0.040389201630546268 0.032020731018292281 0.020181341178613366 0.93511148737116201 0.47750991891370986 19.965575840610697 0.45726987093439575 1.1999179029226059 0.20065911538677017 0.10455217666458338 0.037143222595005909 0.04217972719681029 0.95592348610784839
leaf_count=1820 15 8 42 115 84 8 59 72 20 137 2 44 23 241 109 34 51 36 44 27 18 32 1313 32 57 18 7 45 16 104
internal_value=-3.41199e-06 0.00634157 0.011075 -0.00118396 0.00074525 -0.00643969 -0.00175846 -4.00943e-05 -0.00450185 -0.0199712 -0.00802309 -0.0143837 0.00890701 -0.0650017 0.0297064 0.00634265 -0.0250985 0.0163283 0.00211248 0.0295379 3.06179e-05 -0.000303145 0.000786992 3.55789e-06 -0.000214419 -0.0105085 -0.0451959 0.0240129 -0.0260703 0.000149281
internal_weight=69.2476 0.398041 0.381245 0.326938 0.320707 0.243986 0.232459 68.8496 0.225182 0.0928023 0.0807669 0.0762352 0.0522113 0.0240239 0.00651726 0.132379 0.0319091 0.10047 0.0724099 0.0439178 68.2659 47.3652 20.9007 46.8877 46.4304 1.58445 0.384534 0.183875 0.0793229 44.846
internal_count=4633 1099 1084 1076 961 919 835 3534 827 642 505 503 109 394 153 185 71 114 80 50 3462 2131 1331 2099 2067 143 86 68 61 1924
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=2 1 2 0 1 1 1 0 0 2 0 2 2 1 1 1 0 2 2 1 0 2 2 1 0 0 2 1 2 0
split_gain=0.00155883 0.0104695 0.0493067 0.0237213 0.0207955 0.0577479 0.0178161 0.0164257 0.00889774 0.0791619 0.142253 0.0554531 0.0360845 0.0239356 0.0286035 0.00933108 0.00546955 0.00382084 0.0201952 0.0255987 0.0816138 0.0192924 0.0072288 0.0960104 0.0303765 0.0376025 0.101232 0.0500407 0.0255816 0.0143742
threshold=37.232443001650005 0.39078171310000004 35.119813570500007 0.54413041525000005 0.39736834230000012 0.3975479776000001 0.38334181610000007 0.50101793360000013 0.4995209724000001 36.558960102350007 0.49877249185000011 35.374259656300005 35.771221912400001 0.36551300860000008 0.36476452800000009 0.34007963835000005 0.4560492201000001 39.476991512000005 39.788107623550012 0.34524415440000006 0.52252926560000013 39.262923716450011 40.21994457600001 0.34494476210000008 0.48320409570000006 0.53998383280000006 40.003678352300007 0.42111014640000005 40.300545846000013 0.56065686655000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -6 7 8 9 10 11 13 -13 14 15 16 -1 21 19 -19 -21 -2 23 -20 -25 -26 -27 -28 -24 -29
right_child=17 2 4 -5 5 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 18 22 20 -22 -23 28 24 25 26 27 29 -30 -31
leaf_value=-0.037390836919186536 0.00022892849241023624 0.065625251296798318 -0.10119450722554089 -0.0058464106841432202 0.10080158952030038 -0.087335107635139561 0.01287668236103545 -0.013307212734664923 0.010436367685590421 -0.053312482833612812 0.10109090744314049 0.086890118920703641 -0.029852675469712348 -0.10782446216731977 0.10016485251772488 -0.091711421066995605 0.10003464511881595 0.0093379726138716097 0.034780238297497705 -0.053143060479349573 -0.0012456068394305379 0.01408126103331369 -0.013746633192345481 -0.012873250817419768 0.011494988269356507 0.006977035647316731 -0.10793042461084673 0.054823930675850112 0.0001720121812928383 -0.040074283236081185
leaf_weight=0.0084633156851075808 7.6492779067265229 0.051234001422017061 0.074865105737444537 0.49604492572010084 0.024092550086379561 0.050539809621713894 0.85213317099260155 1.0552405938506124 0.76695004021530622 0.22140360581449414 0.14196217528660782 0.052635828862548806 0.053274122008758695 0.072000917803961784 0.014490785077214241 0.030910267181511492 0.0044027215590176647 0.49561703146901059 0.83583259757961315 0.43547117461397256 0.99626688012295084 1.1575476601326498 1.3579739973128955 1.6593890289022502 2.0077314602458505 0.59056754713031967 0.14108351917820983 0.026193666970357299 47.830277722047668 0.04085907236988362
leaf_count=74 457 14 25 247 2 143 33 31 12 31 7 10 50 4 3 48 8 20 15 33 64 51 34 20 55 28 8 4 3052 50
internal_value=-4.6511e-06 -0.00192835 -0.0130589 0.000844472 -0.0639561 -0.0266015 0.00044056 -0.00393533 0.00330188 -0.00582472 0.0219797 -0.0255726 0.0281669 -0.0692637 -0.021614 -0.0619251 0.00963577 0.000112458 -0.000189941 -0.0102499 -0.0170305 0.00204965 0.000165888 0.00367421 -0.00214765 0.00419418 -0.0141581 -0.0741272 -0.000212249 -0.00300298
internal_weight=69.1947 3.97064 0.696776 0.547279 0.149497 0.0746324 3.27387 2.42173 1.36649 0.599544 0.37814 0.236178 0.10591 0.130268 0.0582671 0.0437763 0.012866 65.2241 56.4173 1.92736 1.43174 8.80683 54.4899 5.30166 4.46582 2.80644 0.798704 0.208136 49.1883 0.0670527
internal_count=4633 742 431 261 170 145 311 278 247 235 204 197 60 137 133 130 82 3891 3383 117 97 508 3266 180 165 145 90 62 3086 54
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 2 0 2 0 2 2 2 2 2 1 0 0 0 2 1 2 0 1 1 0 1 2 1 0 0
split_gain=0.00178884 0.0611507 0.0202294 0.00205308 0.0677459 0.012333 0.0518543 0.00600124 0.0113324 0.041373 0.0551699 0.0225599 0.019614 0.0346701 0.0241135 0.0086567 0.00558749 0.00709954 0.00360018 0.0222989 0.0229833 0.0605009 0.0578466 0.0326366 0.012112 0.0113555 0.00940437 0.0105605 0.0261429 0.0297559
threshold=0.39614083410000006 48.553014326500012 44.952171034750002 49.064150740050003 49.292797572200008 48.823707093150006 0.42615490555000007 48.553014326500012 0.46735127690000006 43.61821939175001 39.476991512000005 37.345948426100009 43.564719632750005 41.873095646600007 0.32012514595000008 0.4560492201000001 0.4413939702500001 0.41973294215000007 43.895345911700005 0.34479506600000004 44.279556297950009 0.48032993025000009 0.3465914194000001 0.3584174126500001 0.53499895210000015 0.43593006200000012 47.927946529500012 0.34506451900000007 0.47774018740000007 0.47820424540000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 8 9 10 11 15 13 14 -12 16 17 -2 -10 -20 21 -21 -23 -24 -25 -26 27 -22 -29 -30
right_child=3 -3 -4 4 -6 6 -8 -9 18 -11 12 -13 -14 -15 -16 -17 -18 -19 19 20 26 22 23 24 25 -27 -28 28 29 -31
leaf_value=-0.1002823135092976 -0.10012096102442379 -0.074315619469272412 0.089972580793647255 0.079135179035240311 -0.002248532040285614 -0.060007779475849288 0.015663931533228634 0.010137978074274181 -6.4070659076056821e-05 -0.091666150379697608 -0.0065955893011794475 -0.10269643329968958 0.10107419251017619 -0.082955651254182486 0.079454848188523317 0.099688435918138335 -0.10029251710678121 0.069092475607762743 -0.059523083997174313 0.07901079816051125 0.0054078040631284213 -0.10241975176306527 0.10040705973905567 0.022953071121351171 -0.10190418257185026 0.029424688123691124 0.032944083245524079 -0.10183538212620132 0.10039972357372402 -0.017738028942087498
leaf_weight=0.0063305647286701064 0.0036513305879692717 0.069158999660430709 0.047690073646663222 0.11027599729834792 1.4113500136006778 0.16459033207502116 0.20132089866956449 0.58284061528320208 64.872926777347942 0.062645755635230671 0.065213844376557972 0.05919574731015409 0.0309105534106493 0.029944526807219873 0.065047145943314177 0.0075344144959728068 0.0067062645385551267 0.0077257347793212583 0.050997740661837709 0.14353751206363063 0.54511179681867361 0.047873063012957573 0.040672689909115434 0.042554424596133344 0.020547987987583838 0.0096882517555059167 0.07991925679743872 0.033029927113148005 0.023314543068408966 0.24926981505958024
leaf_count=173 82 21 12 18 311 9 35 14 3005 119 13 44 1 66 94 14 21 19 10 16 4 4 7 21 8 128 41 18 2 303
internal_value=-4.44991e-06 -0.0120445 0.067677 1.7054e-05 0.00364955 -6.48965e-05 -0.0183739 3.49752e-05 -5.35754e-05 -0.0183019 -0.00164568 -0.0687682 0.0281419 0.0140702 0.0363746 0.00963087 -0.0278916 0.0147855 3.98118e-05 0.00527811 0.00795287 0.0317823 -0.0102359 0.0286588 -0.0114314 -0.059824 0.000146487 -0.0029346 -0.0178146 -0.00763353
internal_weight=69.0916 0.12318 0.0540206 68.9684 1.52163 67.4468 0.365911 67.0809 66.498 0.338575 0.27593 0.0848135 0.191116 0.160206 0.130261 0.0256177 0.0180833 0.0113771 66.1594 1.28652 1.23552 0.304874 0.161336 0.113463 0.0727907 0.0302362 0.930645 0.850726 0.305614 0.272584
internal_count=4633 206 185 4427 329 4098 44 4054 4040 473 354 180 174 173 107 136 122 101 3567 562 552 184 168 164 157 136 368 327 323 305
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=2 1 0 2 2 2 2 2 0 1 2 2 0 1 0 0 1 2 1 2 1 1 0 1 2 0 0 2 1 2
split_gain=0.00171848 0.00609757 0.0802627 0.128143 0.0409534 0.0638988 0.0542314 0.0434659 0.0380245 0.0356762 0.0323793 0.0310886 0.0422728 0.0219555 0.0355442 0.158325 0.13241 0.0339054 0.0186033 0.0156621 0.026447 0.0378345 0.0332918 0.0239687 0.075974 0.0217706 0.0395398 0.142791 0.0480899 0.0576398
threshold=41.319407281650008 0.34512439750000007 0.47757552170000012 41.741384785950011 41.444941515100005 41.542492784600007 41.685324604100011 42.206017975500011 0.47787491390000009 0.34494476210000008 41.641174900500005 41.772405911750006 0.47721625100000004 0.34584293880000011 0.48735067810000005 0.49194634890000005 0.39500314360000005 41.542492784600007 0.34584293880000011 42.081757894750005 0.34587287805000005 0.3475943834000001 0.53866650695000018 0.42473279245000012 41.835830569250014 0.48104847160000008 0.48368312325000012 42.283941020600004 0.34569324270000007 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 4 3 -3 -2 -6 -7 -8 -4 -9 13 -5 18 -10 -15 -16 -17 -18 -13 20 -12 -22 -23 -24 -25 -21 28 -28 -27 -30
right_child=1 2 8 11 5 6 7 9 10 -11 19 12 -14 14 15 16 17 -19 -20 25 21 22 23 24 -26 26 27 -29 29 -31
leaf_value=0.00044797686414819972 0.018278756401495719 -0.11986796874087882 0.022775624994681228 0.10044956943311434 -0.048676351005731082 0.054217896272059724 -0.023695064756528661 0.00016066310087289146 -0.024077175956129852 0.034701325527954748 0.015538530593983028 -0.079749431952573349 0.030819909414695004 0.0014699526091629155 -0.11780181683521374 0.074171714540559042 -0.10418910654464963 0.0036478074591552384 0.0074911810479398686 -0.01107731226400344 -0.0065974067262270404 0.027521439250385107 -0.012819096456863022 -0.067409145042407012 0.067166516950125543 0.004652802412487651 -0.093885323856512687 -0.00078730510176676241 0.1022683535106118 0.01979053828369047
leaf_weight=37.908055594752057 1.2719380667766138 0.14730798028949926 0.67772449704353022 0.026196056976914406 0.27375289751216758 0.1838117646984897 0.73176292892146122 4.465018309558789 0.90015328512527482 0.32049650176236344 1.5893546571023787 0.086864757382016933 0.1083241327360156 1.6052871979773047 0.14050969853997219 0.1546573117175285 0.078678097172089512 0.046322444304507826 0.03401426233042365 2.0777300024551542 2.7432345622219145 0.77851806660697753 0.54919384933509718 0.059492172974081825 0.14226863172996218 1.2617781106382597 0.16748448950695305 10.084487836564799 0.12033867090940464 0.28636715799802914
leaf_count=2116 11 10 22 2 19 16 51 314 23 21 19 81 16 10 3 21 36 39 114 85 36 51 13 35 47 23 50 1282 2 65
internal_value=-4.07377e-06 -0.000554851 -0.00132626 -0.0455919 0.00198569 -0.00148281 0.000783312 -0.000996896 -0.000566529 0.00247393 -0.0012608 -0.00275132 -0.0145463 -0.0110825 -0.00530737 -0.0312007 0.0123107 -0.0642271 -0.0552007 0.000186029 0.00452557 0.00042898 0.0130314 -0.00199053 0.0274849 -0.00163125 1.51922e-05 -0.00230823 0.0142914 0.0441946
internal_weight=69.0211 31.1131 23.8663 0.402707 7.24678 5.97484 5.70109 5.51728 23.4636 4.78551 22.7859 0.255399 0.229203 2.92561 2.02545 0.420168 0.279658 0.125001 0.120879 19.8602 5.86206 4.27271 1.52947 0.750955 0.201761 13.9982 11.9205 10.252 1.66848 0.406706
internal_count=4633 2517 2085 223 432 421 402 386 1862 335 1840 213 211 132 109 99 96 75 195 1708 201 182 146 95 82 1507 1422 1332 90 67
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 1 1 2 0 1 2 2 2 2 2 2 1 2 0 0 2 1 2 2 1 0 2 0 0
split_gain=0.00169218 0.0459124 0.0211114 0.0897441 0.0159243 0.016886 0.0138744 0.0128225 0.0361388 0.0503737 0.0149106 0.00799414 0.00750494 0.0103197 0.00654089 0.0397218 0.0396958 0.0259605 0.0194616 0.0170098 0.0621427 0.031154 0.016805 0.0573228 0.0700787 0.0361055 0.0239679 0.0407917 0.0409681 0.0504695
threshold=0.48458129995000004 0.48368312325000012 0.34587287805000005 41.489621506400006 0.34614233110000009 0.48847339900000003 0.34708541665000009 0.34608245260000009 42.876019054300009 0.48119816770000007 0.3459626957000001 43.477771593600004 44.202975721700007 47.079243513300007 40.165165956550005 40.040404835300002 40.300545846000013 0.34536391125000004 39.656620114300004 0.47943175355000006 0.47697673720000006 38.983591653800012 0.34479506600000004 41.600558339100012 40.94178426300001 0.34488488370000009 0.47568935060000012 42.759119507950011 0.47396784530000008 0.47076434840000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -4 -6 -7 10 -9 11 14 -10 -13 -14 15 17 -16 18 19 20 21 -1 23 24 -18 -24 27 28 29 -25
right_child=2 -3 4 -5 5 6 -8 8 9 -11 -12 12 13 -15 16 -17 22 -19 -20 -21 -22 -23 25 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016556252248954005 0.035635194214458321 -0.022506491882556129 -0.016044610014779154 -0.0089981893946810745 0.012700847412083431 -0.010324157591319999 0.00022722392943035088 0.0034513592713331593 -0.068898277769118416 0.10158008676132896 -0.01701194687993034 0.066286075311472348 -0.068068207704306258 0.023519961210821484 0.02251425512907336 -0.026913604453162168 -0.0043571873537660982 0.012372171387537718 -0.015583988121129572 0.012892053918713961 -0.040376227301453155 0.036675003379021291 -0.021477260280062142 -0.075865508889629452 0.037599899225826891 -0.00047822031164558126 -0.01961341930784169 -0.0012020055273894877 0.10073111863686385 0.10093455032574646
leaf_weight=1.7460040793719569 0.81492156360764667 0.9229818056919602 0.61419828701764245 1.007366770179942 1.0472732520639194 1.2994489124976123 30.422561907936551 1.4113016950013713 0.015495119396658708 0.094213102653156966 0.52727287066625095 0.01796288607090446 0.018847149661070262 0.035427022725343704 0.80514745367691176 0.62272798264712026 0.67522131182111544 1.2544056705664841 1.0812162296497261 0.76933326828293491 0.39612732571549703 0.2413524972689628 0.85813811502157733 0.040237866627801711 0.96990200891496414 17.858373155161892 0.65182382973932806 2.5711267944363771 0.080859438516199589 0.026966739445924759
leaf_count=205 27 41 4 33 47 17 2968 139 23 2 15 14 69 5 11 13 33 15 19 13 14 16 20 65 42 501 23 234 4 1
internal_value=-4.23964e-06 -0.000510833 0.000480578 0.0109617 -9.15511e-05 0.000207459 -0.000204999 0.000108695 0.00885898 0.0508044 -0.000338485 -0.00372209 0.0102584 -0.00828478 -5.16408e-05 -0.00297893 0.000677405 -0.000263263 -0.00400673 -3.64644e-05 -0.00420949 0.0029994 -6.34262e-05 0.0050767 0.0203791 -0.00144101 -0.00239119 0.00173719 0.0527763 -0.00492214
internal_weight=68.8982 33.6925 35.2058 1.82229 33.3835 32.7693 31.722 32.7695 1.59325 0.181945 31.1762 0.0877322 0.0722371 0.0542742 30.649 6.11117 24.5378 5.48844 4.23403 3.15282 2.38348 1.98736 23.7326 5.01614 1.64512 18.7165 3.37101 2.71919 0.148064 0.0672046
internal_count=4633 1537 3096 60 3036 3032 2985 1496 252 113 1244 111 88 74 1229 295 934 282 267 248 235 221 923 402 75 521 327 304 70 66
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 0 1 0 0 0 0 0 2 1 1 1 0 0 0 0 0 0 2 0 0 0 0 2
split_gain=0.00161637 0.0340491 0.114382 0.0994772 0.0661553 0.0164939 0.0163615 0.0567322 0.0156842 0.0445598 0.0242131 0.021168 0.0124229 0.019866 0.0110265 0.0141787 0.011772 0.010486 0.0665566 0.0377722 0.0433686 0.0229588 0.01823 0.0125364 0.116469 0.0104946 0.0283816 0.0374365 0.00783498 0.00774731
threshold=0.48185683060000012 0.3459626957000001 0.48104847160000008 0.48077901860000011 0.34608245260000009 0.34458549145000011 0.34569324270000007 0.48149755995000004 0.3453339720000001 0.48032993025000009 0.47820424540000012 0.48032993025000009 0.47943175355000006 0.47880302985000006 42.154118731400011 0.35799826355000003 0.36166581840000006 0.3447651268000001 0.47868327295000007 0.47847369840000004 0.47787491390000009 0.47787491390000009 0.47642286160000008 0.47721625100000004 41.542492784600007 0.47709649410000005 0.47697673720000006 0.47673722340000008 0.47396784530000008 42.123054668150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 -2 7 8 11 10 -10 17 13 14 28 -16 -17 19 21 20 22 23 -1 24 -19 26 27 -26 29 -6
right_child=5 2 -4 -5 12 -7 -8 -9 9 -11 -12 -13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00075314617758936477 0.016702840093332363 -0.10751142783910493 -0.068664505447683641 0.080267550575141192 -0.10011712506227149 0.00013012222460437266 0.0093788435246218525 -0.027252354762288267 0.0078923349065366574 0.019334201111146351 -0.0069211835143853859 -0.013384556251814436 -0.047793502707650953 0.072628821968979268 -0.1003352970328 0.094301826676253114 -0.027964266213959213 -0.10404709549047544 0.022132154178688468 -0.018977401542770621 0.044308767869894884 -0.012210053208611555 -0.017053109744111988 0.0052456209925796264 -0.067534534827574363 -0.0029934845601421317 0.057647154379814991 0.036365065270184231 0.072234043417489888 0.10003188542120674
leaf_weight=4.8679771793581681 0.60883549007121374 0.06966113289956824 0.3022225257400919 0.14136092213448137 0.0062004329231065969 44.029154337726723 1.7180510475233735 0.77926378301344712 1.9544865665920639 1.521054256649222 2.5339305088564288 1.3633531800478529 0.032877468438073265 0.048224585596472025 0.019912303166421674 0.010413074129743904 0.032305279920920638 0.11135450921771317 1.3737056474710696 1.2243767413801832 0.21617788128787641 1.6843968067930744 0.651971932406468 2.7459669625022798 0.06115080313165322 0.50613654297194444 0.11919271164515521 0.080110204180527944 0.023123483842937276 0.00281057960819453
leaf_count=551 10 8 10 3 60 3250 51 12 67 30 44 17 11 25 24 70 26 113 50 21 7 23 15 31 60 6 9 11 15 3
internal_value=-6.33374e-07 -0.000658714 -0.0225683 0.0134401 -0.0250352 0.000356164 -1.65842e-05 -0.000757218 0.00022524 0.00454217 -0.000470619 -0.00150358 0.0076337 0.020378 -0.00621165 -0.0306452 0.00183945 -0.000316265 0.00251333 -0.00303265 0.00037076 -0.00256371 -0.00134999 0.00191992 -0.00848195 0.0053998 0.0217104 -0.00861227 0.0414097 -0.0376897
internal_weight=68.8398 24.2018 0.689112 0.386889 0.245528 44.638 23.5127 21.7946 21.0153 6.00947 4.48842 15.0059 0.175867 0.14299 0.0947652 0.0626307 0.0427184 13.6425 6.68201 6.9605 5.73613 5.30831 5.51995 3.62391 0.877945 0.76659 0.260454 0.141261 0.0321345 0.00901101
internal_count=4633 1373 255 245 242 3260 1118 1067 1055 141 111 914 234 223 198 120 96 897 303 594 573 253 566 230 199 86 80 71 78 63
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 2 0 0 1 2 1 0 0 2 2 0 0 0 2 2 0 1 1 2 0 1 2 1 0
split_gain=0.00169688 0.0182225 0.017418 0.0223236 0.0369528 0.141116 0.0137759 0.0120084 0.00852936 0.00497414 0.0047875 0.0849395 0.0319265 0.0311658 0.026996 0.00773072 0.0289639 0.0185263 0.0108403 0.00884401 0.0087788 0.00821903 0.00622942 0.0831055 0.0493786 0.0381762 0.0200672 0.00592734 0.0058153 0.0426414
threshold=39.896141435400004 39.955516828000007 39.476991512000005 39.525197829750006 0.34524415440000006 0.50452082270000009 39.262923716450011 0.39587138110000003 0.3733870243500001 0.3453339720000001 40.21994457600001 0.34494476210000008 0.48320409570000006 0.53998383280000006 40.250747516500006 40.621691032550004 0.51484985480000012 0.47976108500000009 0.54353163080000011 40.722669576350008 40.467253020850002 0.55688452445000014 0.34479506600000004 0.34488488370000009 41.489621506400006 0.47568935060000012 0.34007963835000005 48.823707093150006 0.34575312120000007 0.48104847160000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 -1 8 -3 -8 11 -9 -13 -14 -12 16 17 20 -18 -17 -16 -20 24 -24 -21 26 27 -26 -25 -30
right_child=1 7 3 4 5 -7 9 10 -10 -11 14 12 13 -15 15 19 18 -19 21 22 -22 -23 23 28 25 -27 -28 -29 29 -31
leaf_value=-0.00041881902447778288 0.017208470360587407 0.0059112565113961547 -0.03130373257864031 0.020692612657486835 -0.069662442177467684 0.0021243110167085775 0.0039892685625095856 0.033290954110005044 -0.10126110076262101 0.017258066761376516 -0.016311312755625293 -0.017403867355593048 0.013142048848349536 -0.012625525118521389 0.0075945113982149731 -0.010253954307621112 -0.012212063145116907 0.015158139138722881 -0.0068403900273719814 0.018852621225361601 -0.0049678228753655641 0.0098207226418610162 -0.048736292059482128 -0.0016973491707458069 0.0076232274700176895 -0.021694645071949653 0.027389924287871528 -0.0034491302098375305 0.03076257011523776 0.0002670661392061646
leaf_weight=11.543585762964691 0.62737544826196412 0.011826404115725747 0.3637633962998742 0.46029466763138804 0.33509685478770013 1.4978159372132487 0.52569570946093225 0.76743154325774865 0.019957397016714423 0.61076742774434933 1.0143122479129036 1.1156462154590481 1.2774110385726092 0.74205843987645614 1.2479664466318374 0.88000439990373891 1.1982501931488516 2.0360167888175056 0.60776128008728847 1.4331766568102526 1.0036649320618378 0.57734912402853378 0.35485702517689688 13.779260155765604 0.67172356493983998 0.84496882943722074 0.29270558449934458 1.7252554102451541 0.4688874772328927 20.740644051487365
leaf_count=1199 17 16 31 21 22 85 6 11 131 45 17 16 28 66 20 94 16 45 12 30 31 39 18 373 105 39 23 49 213 1815
internal_value=-6.06248e-08 0.000266044 -0.000927244 -0.00828925 -0.00463854 -0.0109999 0.000615387 6.47745e-05 -0.0613834 0.0111203 0.000101779 0.00347232 -0.00382686 0.0036737 -0.000167341 0.000174786 0.00333285 0.00824552 -0.00550502 -0.000336666 0.00199485 0.00127639 -0.00012017 -0.000586225 0.00319558 -0.0031528 0.00267216 -0.00034624 -9.78859e-05 0.000941242
internal_weight=68.7755 53.4385 15.337 2.65697 2.29321 1.83291 12.68 52.8111 0.0317838 1.13646 52.7794 3.90255 3.13512 2.01947 48.8768 47.8625 6.67101 4.28765 2.38336 41.1915 2.25163 1.18511 40.3115 35.3436 4.96783 3.53465 2.68968 2.39698 34.9888 21.2095
internal_count=4633 3224 1409 159 128 107 1250 3207 147 51 3060 121 110 94 2939 2922 163 96 67 2759 51 51 2665 2419 246 216 177 154 2401 2028
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 0 1 1 1 2 0 1 1 0 0 2 2 1 1 2 2 2 1 0 0 2 1 1 0 0
split_gain=0.00169725 0.0442336 0.017365 0.0721529 0.012969 0.0148092 0.0118881 0.0113934 0.0113843 0.03349 0.0512317 0.0123122 0.00755099 0.00942696 0.012966 0.00720904 0.022628 0.0299947 0.078199 0.0175217 0.0269985 0.0205696 0.0203418 0.0153334 0.0282242 0.014582 0.0127996 0.0185376 0.0160024 0.0117985
threshold=0.48458129995000004 0.48368312325000012 0.34587287805000005 41.489621506400006 0.34614233110000009 0.48847339900000003 0.3465914194000001 0.34708541665000009 0.34608245260000009 42.876019054300009 0.48119816770000007 0.3459626957000001 0.36510882910000009 0.47905751325000007 0.47880302985000006 41.362929270750008 40.806664626150003 0.34530403280000005 0.34494476210000008 40.165165956550005 40.300545846000013 40.040404835300002 0.34536391125000004 0.47697673720000006 0.47449178170000011 38.110427674550003 0.34554354660000003 0.34515433670000012 0.47847369840000004 0.47757552170000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 6 -6 -7 11 -10 12 15 13 14 -11 16 19 18 -18 21 -21 22 23 24 25 -1 27 28 29 -22
right_child=2 -3 4 -5 5 7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022992623668019407 0.032624845662822179 -0.02220951785837336 -0.0143774731189626 -0.0077062911880040226 0.020996938229040446 -0.0092938341328821904 -0.00066473460600481561 0.00024800395324862273 0.0032602339409196026 -0.037785284673538561 0.10135117307887545 -0.015740097003174604 0.031690013245687432 -0.10118560298521254 0.10015277507233861 0.0017151386054333377 0.0011322424013970839 -0.00025682520997079435 -0.035133207804690508 0.022047511865355692 -0.006021898464335749 -0.019634865032382445 0.010610101014812485 -0.0097564627908964321 0.038049918271127275 -0.02229875131020077 -0.0056265331117859828 0.012314559978769792 -0.015449383085075225 0.014703497668914121
leaf_weight=1.5149159261110035 0.79260566644370456 0.91366656596073781 0.61834721360355516 1.0073348251025889 0.60792780853807815 1.3050738081801707 0.43438197937030765 30.417518568703343 1.3994260922797717 0.028509839374785462 0.091387809661682695 0.50936832641104857 0.030806539671105471 0.013922200538218021 0.0089550791308283806 13.04571800050312 1.3309915826311773 3.1673546833917499 1.0746657772268688 0.80018883338198055 0.51706162026010838 0.64068195804611594 1.2319486017804591 2.2033984312438406 0.19924583966530907 0.28659325755472753 1.4573174985125659 1.883834950156938 0.58701765173464071 0.58594372868537903
leaf_count=186 27 41 4 33 13 17 34 2968 139 98 2 15 9 2 2 695 40 26 30 11 80 13 15 42 8 31 8 20 20 4
internal_value=7.5908e-07 -0.000508422 0.000485912 0.0100536 -2.99513e-05 0.000240819 0.0119694 -0.000144549 9.96127e-05 0.00839912 0.0498292 -0.00032103 -0.00745609 -0.0309241 -0.00481454 -6.37495e-05 -0.00139129 -0.00665043 -0.0150684 0.00106999 0.00498576 -0.00268763 -0.000690287 -0.00400165 0.00233602 -0.00161391 0.00227216 0.00549302 -0.00211082 0.00498794
internal_weight=68.7061 33.5229 35.1832 1.79994 33.3832 32.7649 1.04231 31.7226 32.6093 1.57301 0.173581 31.0362 0.0821937 0.0513871 0.0374649 30.5269 17.4812 5.57301 2.40566 11.9081 5.83136 6.07678 5.4361 4.20415 2.00076 1.80151 5.03118 3.57386 1.69002 1.10301
internal_count=4633 1537 3096 60 3036 3032 47 2985 1496 252 113 1244 111 102 100 1229 534 96 70 438 143 295 282 267 225 217 132 124 104 84
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 2 1 2 0 1 1 1 1 0 1 0 1 2 1 1 2 2 1 0 0 0 0 0 1
split_gain=0.00178691 0.0530272 0.0424326 0.0649726 0.0186331 0.017098 0.0134002 0.00955067 0.0297225 0.0470482 0.00983626 0.00993504 0.0113481 0.00753532 0.0338791 0.0301821 0.0366769 0.0248647 0.0212213 0.0322787 0.0352203 0.0331722 0.113237 0.0286413 0.0106738 0.0345662 0.0109358 0.0168888 0.0726 0.0209912
threshold=0.48588365620000007 0.48634771415000005 0.34527409360000011 0.34587287805000005 0.48389269780000005 0.34626208795000007 41.835830569250014 0.34608245260000009 42.876019054300009 0.48119816770000007 0.3459626957000001 0.34587287805000005 0.34584293880000011 0.34524415440000006 0.48185683060000012 0.3453339720000001 0.48001556840000009 0.34521421515000011 40.148327922700012 0.34536391125000004 0.34569324270000007 41.289992964000007 42.431220712750012 0.34542378970000004 0.48077901860000011 0.47976108500000009 0.47943175355000006 0.47757552170000012 0.47736594710000008 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 -5 -6 10 -9 -10 11 12 13 17 15 16 -15 24 -17 -20 21 -21 -23 -24 25 26 27 28 -1 -29
right_child=1 2 3 5 6 -7 -8 8 9 -11 -12 -13 -14 14 -16 18 -18 -19 19 20 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.002012642610778824 0.047315415187055225 -0.036611567494063434 0.027728240792930622 -0.012500630810281022 -0.020621127751519992 0.00023894878041410799 -0.0023595345513572168 0.0029389263359473859 -0.0069835299873587282 0.10062360343275632 -0.01413827016064252 0.008882650138234055 -0.015024979873695596 0.00040352453747583093 -0.011384025966473418 -0.012207891212441386 -0.028460844269464408 0.017540659769929898 0.019543699421431956 0.0065479178385588659 0.018130308184715799 -0.037896219225826651 -0.0094264129055846631 0.020147033636821493 0.004504794930854387 -0.020201122736928111 0.0093341718138963848 -0.014290347762368106 0.029967292231847287 0.0061336755886986028
leaf_weight=6.3550155589424957 0.24043211690150101 0.31049414677544618 0.85563557804562052 1.090102467220279 0.76269902916555199 31.379235616372934 0.8492364093544893 1.3972984419974779 0.079359419030672229 0.083259309409186244 0.51031829453813671 1.1739485849414553 0.52806849720945948 1.1535793682307058 2.9877030937932423 0.76908326193315879 0.71188073884695757 0.87740493562159905 1.2948277805580799 2.3341415775939822 1.0985999908787105 0.9019522250264348 0.55979379559646225 0.78912651808285972 4.3011432814823829 0.89548336481675583 1.1793775347759954 1.6727113589730609 0.79914068430662144 0.71974314253748151
leaf_count=710 17 28 22 7 18 3005 23 139 111 2 15 17 64 50 36 17 7 28 16 22 32 29 19 47 39 16 15 59 11 12
internal_value=2.73695e-06 0.000519685 0.000185181 0.000528022 -0.000500702 -0.000188761 -0.0110001 9.48481e-06 0.00764797 0.0481103 -0.000367429 -0.000141484 -0.000495454 -0.000234488 -0.00208303 0.000807706 -0.0106114 0.00115199 0.00355723 0.00529467 0.0020485 -0.00180481 -0.0104665 0.00787423 0.000248908 -0.00132621 0.000249605 -0.000872692 0.00155961 -0.00814601
internal_weight=68.6608 33.8759 33.6355 33.325 34.7849 32.4693 1.61194 33.173 1.55992 0.162619 31.613 31.1027 29.9288 29.4007 12.6007 9.61299 1.86546 16.8 7.74753 6.97844 5.68361 4.58501 2.25087 1.34892 15.9226 11.6215 10.726 9.54661 7.15416 2.39245
internal_count=4633 3079 3062 3034 1554 3012 41 1513 252 113 1261 1246 1229 1165 275 239 57 890 182 165 149 117 95 66 862 823 807 792 721 71
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 0 1 1 1 2 2 1 1 2 1 2 1 1 0 1 1 1 0 1 1 1 2 1 0 2
split_gain=0.00200704 0.0365901 0.108377 0.0881582 0.0574885 0.0154743 0.0393945 0.0761092 0.0226585 0.0111215 0.020571 0.0203183 0.0196613 0.0139233 0.0104461 0.00972581 0.00966433 0.0240969 0.0106739 0.0424733 0.00850116 0.00847546 0.0119851 0.0101368 0.00820748 0.00765427 0.00645283 0.0307791 0.0300505 0.165253
threshold=0.48185683060000012 0.3459626957000001 0.48104847160000008 0.48077901860000011 0.34608245260000009 0.48271009850000007 0.34503457980000002 0.34575312120000007 0.34614233110000009 42.154118731400011 43.321682097200004 0.3465914194000001 0.35394149875000008 43.521589032450009 0.34575312120000007 47.079243513300007 0.34494476210000008 0.3453339720000001 0.48458129995000004 0.34587287805000005 0.35585760905000008 0.34614233110000009 0.48847339900000003 0.3465914194000001 0.34708541665000009 0.34584293880000011 42.546237522150008 0.3584174126500001 0.50035927070000008 36.772607578000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -3 6 -2 -8 -9 11 -11 -6 -13 -12 -1 -15 -7 -18 25 -20 -14 -21 23 -23 -24 -19 27 -26 29 -29
right_child=5 2 -4 -5 9 16 7 8 -10 10 13 12 20 15 -16 -17 17 18 19 21 -22 22 24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00050561985004630983 0.025935959201096554 -0.10679275541896521 -0.070540574197811748 0.076502762117651432 0.10005517143456077 -0.0065226530181002303 -0.020349813787768858 0.047663356146276425 0.010790353378980461 -0.10055260565610376 0.096513402999641992 -0.097050001965014301 0.0983676937787622 -0.069773744042391339 0.01051287068585887 0.01856959300752509 0.016514275779045441 -0.007752336598464968 0.022877707593064091 -0.011540188596794867 -0.010361202640922287 0.019239709643665229 -0.0078717587961184814 -0.00079109033600898576 0.016822983279504416 0.00044664313233389171 -0.0027230941685835496 0.029880109778452499 0.00077168055607483132 -0.066441215468254475
leaf_weight=22.465799039802235 0.82490699272602741 0.06327066964388367 0.28328436175443983 0.13375498040113598 0.028676629532128586 2.1890377575473385 0.91079065576195695 0.24158395361155272 0.53730717830910635 0.022650756465356942 0.014469675970673279 0.015900407354110246 0.01373983291705372 0.019757123255828901 0.89468867862285506 0.033748350339010358 0.89616320992354204 2.8767792659346005 0.83100850996561249 0.6255218330770721 0.015087057578557285 0.59924378246069199 1.3143745688721526 0.43679338631417863 1.1598647492264813 1.8845356538658959 6.0518794043441586 0.34344140764733566 22.486356274164478 0.37001559938630635
leaf_count=1083 10 8 10 3 23 29 12 61 3 34 11 21 7 78 35 5 28 43 20 4 55 13 17 34 59 18 1133 28 1718 30
internal_value=5.16846e-06 -0.000732029 -0.02424 0.0120874 -0.0258179 0.000402128 0.00802229 -0.000723204 0.022227 0.00541631 -0.0180181 0.0343489 -0.00777822 0.00948409 -8.36202e-05 -0.0140516 -5.33949e-05 0.000301742 -7.09909e-05 0.000546279 0.0414625 -9.5465e-06 0.000210607 0.0107947 -0.000135026 -0.00450717 0.000199352 0.0009254 0.000130607 -0.0200744
internal_weight=68.5844 24.0048 0.64434 0.361055 0.227301 44.5796 2.51459 1.68968 0.778891 0.16403 0.0906259 0.0734039 0.0447273 0.0679751 23.3605 0.0535055 42.065 39.876 38.9798 34.2185 0.0288269 33.3875 32.762 1.03604 31.7259 4.76131 30.4116 24.3597 23.1998 0.713457
internal_count=4633 1373 255 245 242 3260 86 76 64 234 128 106 83 94 1118 83 3174 3145 3117 3056 62 3036 3032 47 2985 61 2968 1835 1776 58
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=2 2 1 2 1 2 0 2 0 1 2 0 0 2 0 0 0 1 1 1 2 0 1 1 0 1 2 0 2 0
split_gain=0.00188753 0.00968197 0.0108819 0.106444 0.085568 0.025398 0.0994075 0.0398102 0.0813666 0.036922 0.0309689 0.0189626 0.0239072 0.0172306 0.0625315 0.17754 0.0376825 0.024989 0.0716081 0.0631728 0.0450796 0.0283061 0.0241724 0.0238279 0.098593 0.097606 0.0286151 0.0203552 0.0586335 0.0131556
threshold=41.319407281650008 41.362929270750008 0.34527409360000011 41.489621506400006 0.3453339720000001 42.844429421150004 0.48233585820000008 42.123054668150012 0.47697673720000006 0.34503457980000002 42.720329370750001 0.48320409570000006 0.47774018740000007 41.681597818500002 0.48119816770000007 0.48320409570000006 0.47721625100000004 0.3459626957000001 0.34608245260000009 0.34575312120000007 43.067541470150012 0.48104847160000008 0.34584293880000011 0.34587287805000005 0.49405706415000006 0.39500314360000005 41.542492784600007 0.48847339900000003 41.972095654800007 0.48271009850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -4 6 7 -5 10 11 -9 12 -7 14 -6 -16 22 19 -19 20 21 -18 -15 -17 -25 -26 -27 28 -21 -20
right_child=1 2 4 5 13 9 -8 8 -10 -11 -12 -13 -14 16 15 23 17 18 29 27 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00047931421250946814 -0.0069331329268068481 0.048244190760551885 -0.065931409335485941 0.0043946509736973683 0.0080098254598448375 -0.00060492683573864798 -0.059236005786342499 0.035080789947465454 -0.10302707738520683 0.024232876197520015 -0.046104864922921637 -0.017233861846453657 0.020029250697633585 -0.10182453211949774 -0.11012085129893 0.0060795235825434318 -0.0026408300641209558 -0.048914068093353906 0.01239877798158414 0.016777875331952099 -0.020375397030364322 0.019962755487655245 0.0051100630643335998 -0.12052933392070869 0.065647906594617805 -0.10403070461069197 -0.00383239484052263 0.0092951375381785765 0.072926946583329197 -0.0011830090011292688
leaf_weight=37.728883033537215 2.2226887258598031 0.48867821947448042 0.20298812143974743 2.0814174472959159 1.0716225412907099 3.1087163608273038 0.32864227821119119 0.12310112284770955 0.11013499678688277 0.7859349352462458 0.075990353588172327 0.52040188333194226 0.68528298351998262 0.059003978337942187 0.20395537093281724 0.55308728408999741 1.3700162805207616 0.31141131081676476 0.75755843710930904 0.60212235897779443 0.85654822562355537 0.93016928748693306 0.032940182223883563 0.085138365626335144 0.12580704451698921 0.066930068999568881 0.049641547746141157 0.53193456679582596 0.26909231894387631 12.172700314858821
leaf_count=2116 34 12 29 82 8 248 24 51 16 25 14 7 9 42 6 6 40 8 63 3 22 34 117 1 18 28 55 2 74 1439
internal_value=5.19728e-06 -0.000575887 -8.11497e-05 0.00296639 -0.00133135 0.000136811 -0.00766829 -0.000579268 -0.0340589 0.00429817 0.00409339 0.000666749 0.00312208 -0.000677323 -0.00912235 -0.0260502 0.00034031 0.000670114 -0.00152851 0.0070548 -0.000792512 0.00649981 -0.0635138 -0.00657869 -0.027955 0.00456286 -0.0613617 0.0247093 0.0341207 -0.000387279
internal_weight=68.5125 30.7837 28.561 8.3083 20.2527 7.81962 2.71929 2.39064 0.309226 5.10034 0.199091 4.3144 3.794 20.0497 2.15618 1.08456 17.8935 17.8016 13.2417 4.55988 3.15673 2.30019 0.0919442 0.880604 0.327517 0.242379 0.116572 1.40315 0.871215 12.9303
internal_count=4633 2517 2483 488 1995 476 187 163 81 289 65 264 257 1966 122 114 1844 1685 1510 175 96 74 159 108 102 101 83 79 77 1502
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 2 1 2 0 1 0 1 2 2 2 0 2 1 1 1 1 2 2 2 0 0 2 2 0 1
split_gain=0.00189951 0.045522 0.0958095 0.0170138 0.0140086 0.00849806 0.00714911 0.0297746 0.0449219 0.00662881 0.00667899 0.00693873 0.00594 0.0294588 0.0227703 0.046743 0.0177874 0.0187859 0.0175095 0.0736239 0.0224318 0.147424 0.0169808 0.0162044 0.0145354 0.0491958 0.0270021 0.0133388 0.0162301 0.041448
threshold=0.48588365620000007 0.34587287805000005 42.388109226950007 0.48389269780000005 0.48847339900000003 41.835830569250014 0.34608245260000009 42.876019054300009 0.48119816770000007 0.35799826355000003 0.46482141255000003 0.36166581840000006 40.574766824850009 40.722669576350008 40.165165956550005 0.47880302985000006 40.040404835300002 0.34536391125000004 0.34479506600000004 0.3447052483500001 0.34506451900000007 42.844429421150004 41.243661560350013 39.656620114300004 0.47943175355000006 0.47697673720000006 38.983591653800012 40.806664626150003 0.48119816770000007 0.34560342505000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -3 -5 12 -8 9 -9 11 -11 14 -14 16 -16 17 23 19 22 21 -20 -15 24 25 26 -1 -22 29 -29
right_child=1 4 -4 5 -6 -7 7 8 -10 10 -12 -13 13 18 15 -17 -18 -19 20 -21 27 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0017333194181672216 0.053924634733645921 -0.020843243100702243 -0.002802760838413429 -0.018224574794696236 2.3733779310588607e-05 -0.0036374787317899407 0.0019477383463267633 -0.04660364114717877 0.10030269362733979 0.083062124264108264 0.034727074351570471 -0.10115028552794675 -0.02286217469662968 0.016633473462123946 1.4112556386499803e-05 0.023019799658068898 -0.017970355371590207 0.010450892091172056 -0.036567923443698823 0.051231437994049028 0.0097900826417986302 0.012760372764246459 -0.0011277216298805446 -0.014092511848517807 0.012202759573551131 -0.036658994667867449 0.034198416381563637 -0.0027232479614299858 -0.0064449208571752889 0.014798982456291824
leaf_weight=1.7434752888699829 0.48691322747618559 0.32496314514226909 0.7662876805261476 0.76263681917087811 32.222989656233672 0.83845798054244369 1.3781326893639207 0.027191557116488019 0.08006739045958966 0.0027402073936499969 0.038005330288797268 0.0080567925866162904 0.61543033147512716 0.62520755079542789 2.7258768608621153 1.3064612790476529 0.64163033888053167 1.2396807421464471 1.1740769795874251 0.31662276625866059 1.1185670942068089 1.2518842792487701 3.8718758080106261 1.0835705656791104 0.75305007060524065 0.38102665939368296 0.23764996348768352 6.1783462115691048 4.4493741830810905 1.7274114056086771
leaf_count=205 37 38 17 18 2987 23 139 19 2 63 13 16 67 26 48 17 13 16 48 19 7 20 333 19 13 14 16 193 114 73
internal_value=2.42106e-06 0.000535496 0.0192379 -0.0005187 -0.000184605 -0.0105856 -2.99081e-05 0.00663571 0.0480338 -0.00703676 0.015009 -0.0543984 -0.000355161 -0.00130159 0.00164102 0.00746786 -0.00222337 -0.00036554 -0.000660987 0.00462305 -0.00226076 -0.0111127 0.00134153 -0.00355907 0.000104805 -0.003752 0.00257695 -0.000666947 -0.00161367 0.00110537
internal_weight=68.3777 33.8012 1.2532 34.5765 32.548 1.60109 32.9754 1.53419 0.156061 0.0759939 0.0488023 0.010797 31.4412 21.3288 10.1124 4.03234 6.08008 5.43845 20.7134 4.81371 15.8997 2.42596 4.49708 4.19877 3.1152 2.36215 1.98113 13.4737 12.3551 7.90576
internal_count=4633 3079 54 1554 3025 41 1513 252 113 111 92 79 1261 900 361 65 296 283 833 378 455 68 359 267 248 235 221 387 380 266
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 0 0 0 0 1 1 1 2 0 1 1 2 0 0 0 0 2 2 2 2 2 1 0 1
split_gain=0.00176911 0.00602803 0.123675 0.131454 0.0316207 0.0297559 0.029307 0.0433702 0.0226917 0.109228 0.0519123 0.0634055 0.044983 0.0244873 0.124498 0.0218106 0.00973671 0.00551649 0.0062635 0.00506284 0.00494924 0.00481978 0.00306011 0.0608118 0.0317791 0.0115381 0.00907997 0.0133254 0.010088 0.00853964
threshold=37.041406607950009 36.558960102350007 0.50035927070000008 0.50218556330000019 0.50452082270000009 36.377496227400009 0.52889135055000014 0.53017873715000008 0.49877249185000011 0.50035927070000008 0.37977904855000005 0.36510882910000009 0.36476452800000009 35.119813570500007 0.50730517050000012 0.39019789825000006 0.3584174126500001 33.96174662340001 0.4560492201000001 0.54695967185000016 0.4413939702500001 0.42314601355000009 40.21994457600001 40.148327922700012 40.300545846000013 40.040404835300002 40.518963363600001 0.40115565405000009 0.48032993025000009 0.34512439750000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 8 -6 -8 10 -10 11 12 16 19 -15 -16 17 -1 20 -11 21 -19 23 25 -24 29 27 28 -26 -2
right_child=22 2 3 4 6 -7 7 -9 9 13 -12 -13 -14 14 15 -17 -18 18 -20 -21 -22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.06733257669301318 -0.0034591627664051572 -0.082518198184628355 0.10228223692770894 0.0080148819463981193 -0.10256117045487914 0.052670366964882309 0.10079874355923357 -0.076998196365190175 0.099113680618766076 0.0068936837931340492 0.10087117071001123 -0.10582388466435384 0.10018553081821611 -0.089188585754830074 0.035212610189303994 -0.0070691944432503904 -0.10190869185628484 -0.07069817732643717 0.10002568396498952 -0.0051119236808312941 -0.10030804105157848 0.09863769714158005 -0.015551788303109521 0.026765803041469388 0.0046586766190200822 -0.011651370649487042 -0.00023256871446070723 -0.001605490523782971 0.019598632446373263 0.001994722923459044
leaf_weight=0.01120940343102006 3.9584461634055446 0.17384931379917767 0.12826204299926758 0.18395020067691803 0.066403285253727518 0.10241280252891716 0.023110045120120049 0.033764371859446141 0.10741441142090513 1.2068920982985676 0.025169646367430687 0.10052905387419742 0.034200967755168676 0.18927974905818712 0.1532550195697695 0.59821058350935696 0.020355947981394173 0.0027831680258003644 0.0065608850200078441 0.49545688860033088 0.0047825216960859507 0.0042438740310899448 1.3237961992084653 0.88746041936698361 1.0936333048858196 0.82674703627403623 43.726811264869447 1.6011477487807679 0.77031310960956023 10.450326159172468
leaf_count=88 104 21 2 5 11 18 1 52 10 43 1 6 7 9 9 87 13 45 13 244 11 9 34 34 17 35 2964 35 36 669
internal_value=4.60301e-06 -0.00213052 -0.0112141 0.0172508 -0.0182483 -0.000323327 -0.0574372 -0.00475314 -0.00215664 0.000261581 -0.0338545 -0.0522174 0.0118332 -0.00375573 -0.0167037 0.00155382 -0.0486792 -0.0120482 0.0216855 0.00339953 -0.0218369 0.0315696 0.000125898 0.00131945 -0.000270748 -0.000162787 0.000157905 0.00508539 0.0108329 0.000496406
internal_weight=68.3108 3.6721 0.609339 0.43549 0.307228 3.06276 0.123278 0.0568744 2.96034 2.75051 0.209835 0.184666 0.0841368 2.64309 0.940745 0.751466 0.0499358 0.0295799 0.0183704 1.70235 0.0118096 0.00702704 64.6387 16.123 48.5157 15.2355 47.1919 3.46509 1.86395 14.4088
internal_count=4633 705 92 71 69 613 64 53 595 402 193 192 186 392 105 96 179 166 78 287 65 54 3928 842 3086 808 3052 88 53 773
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=2 0 2 1 0 0 1 0 2 2 0 0 1 2 0 1 1 2 0 0 0 0 0 0 2 2 2 1 2 2
split_gain=0.00180832 0.05177 0.0193141 0.0199016 0.00900879 0.0242716 0.00597101 0.0042516 0.00390039 0.00238043 0.0439998 0.0297042 0.0443609 0.00784209 0.0827124 0.0953045 0.0395226 0.00662913 0.106237 0.118632 0.0925521 0.133294 0.0269313 0.0383499 0.00273588 0.0278558 0.0105114 0.00910052 0.00998429 0.0168765
threshold=35.374259656300005 0.49877249185000011 34.969856643350006 0.36476452800000009 0.50291907430000016 0.53938504835000012 0.34007963835000005 0.54695967185000016 31.914316944300001 36.558960102350007 0.50035927070000008 0.49820364660000011 0.37407562650000009 35.887362732750006 0.50730517050000012 0.38976377950000002 0.39736834230000012 37.041406607950009 0.50035927070000008 0.50218556330000019 0.50291907430000016 0.50452082270000009 0.52889135055000014 0.53017873715000008 39.476991512000005 39.525197829750006 39.262923716450011 0.31060447290000009 49.247968080500009 48.823707093150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -3 -6 8 -7 -1 10 11 12 -2 -12 -15 -16 -17 18 -11 -20 -21 -22 -23 -24 26 -26 -19 28 29 -27
right_child=9 4 -4 -5 5 7 -8 -9 -10 17 13 -13 -14 14 15 16 -18 24 19 20 21 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.10008640547216048 -0.052382074405919236 0.010701496780324378 -0.10002310792889504 0.096416273485376486 -0.035746611085777223 0.0081518562979492268 -0.086684219176950628 -0.0045847572517884573 0.074117244735807358 -0.078472923416874674 0.0021044968111258188 0.1009868746600424 0.10065175096472152 -0.10410474526221214 0.10138953974100165 -0.10225783076305882 0.041620128512233887 0.00043149012342134788 0.10206035600209613 -0.10636529474790112 0.10176648801267825 -0.1023148977850904 0.10072214916861573 -0.073412599720370897 -0.027900409209088359 -0.05242930055829912 0.010722786487191884 7.3264174369105724e-05 -0.10029561805478149 0.10011406183375218
leaf_weight=0.0017944325823256056 0.045048761456694564 0.62914109901248583 0.072078676729617541 0.011721017886884511 0.20162308861017653 0.55434400130218353 0.020159472885213785 0.49711548523601967 0.0045296160197985103 0.16500218660554267 0.63423407595038195 0.072385411709547043 0.032685480080544949 0.077482678927481174 0.077704363968223333 0.05487616105529014 0.029278745809671491 7.8455609850561085 0.11629576236009598 0.083473891019821167 0.10028553754091263 0.060221437416203116 0.020925926044583321 0.03196790164050356 0.35932304647303581 0.026144721274198868 1.1362151948446806 55.229727422084643 0.018581053489469923 0.010036909254267812
leaf_count=58 56 15 10 5 31 9 46 249 18 21 34 4 2 4 5 11 56 494 2 3 2 11 1 52 31 174 51 3161 14 3
internal_value=4.33729e-06 -0.00296392 -0.0695556 -0.0120741 0.000937821 -0.00396427 -0.0600896 0.00213016 0.0246874 9.36397e-05 0.00487839 0.0548901 0.0119652 -0.00371587 -0.0191393 0.021534 -0.0522005 1.85194e-05 -0.0106417 0.0164471 -0.0170904 0.0178304 -0.0565856 -0.00452118 0.000113891 -0.000147517 0.00173336 3.28636e-05 -0.0407122 -0.0101132
internal_weight=68.22 1.99251 0.110283 0.0382045 1.88222 1.25308 0.0264835 1.05146 0.00632405 66.2275 1.0237 0.15012 0.0777342 0.873576 0.239342 0.161859 0.0841549 65.2038 0.578173 0.41317 0.296875 0.213401 0.113115 0.0528938 64.6256 55.6438 8.98178 55.2845 0.0547627 0.0361816
internal_count=4633 441 137 127 304 289 122 258 76 4192 172 62 58 110 76 72 67 4020 92 71 69 66 64 53 3928 3383 545 3352 191 177
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 0 1 0 2 1 1 0 1 1 1 2 0 0 2 2 2 0 0 1 0 1 0 0 2 0
split_gain=0.00167466 0.0426494 0.03511 0.0471461 0.0156875 0.022577 0.0102464 0.00819954 0.0542451 0.0146783 0.023262 0.0213168 0.0415904 0.0130201 0.084897 0.0879284 0.0509627 0.0474872 0.105348 0.0663606 0.0469268 0.0213194 0.0226356 0.0111948 0.120951 0.0398692 0.0959804 0.060117 0.0314119 0.0132326
threshold=0.48588365620000007 0.48634771415000005 0.34527409360000011 0.34587287805000005 0.48368312325000012 0.48458129995000004 0.34626208795000007 0.49067393190000008 42.527280425250005 0.3475943834000001 0.34900152690000003 0.49688632075000011 0.35585760905000008 0.37644082515000005 0.37227927305000003 38.238138001450004 0.50291907430000016 0.5054040298000001 41.257948413050009 43.022303514600004 36.772607578000013 0.51484985480000012 0.50291907430000016 0.38045268105000002 0.5195503128500002 0.38906020780000011 0.52252926560000013 0.52366695610000014 38.110427674550003 0.53634621715000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6 -5 8 -8 -9 -11 -12 -13 14 16 -16 20 -18 -19 -20 -14 22 -15 -23 -25 28 -27 -28 -26 -29
right_child=1 2 3 6 5 -7 7 9 -10 10 11 12 13 21 15 -17 17 18 19 -21 -22 23 -24 24 25 26 27 29 -30 -31
leaf_value=6.9210028314801956e-05 0.04338779280387231 -0.033954186849038594 0.024097893352701568 -0.0096084617448818996 -0.020833612671974103 -0.00018726056744387828 0.026185030640838471 -0.011776304632217672 -0.013461829957754773 0.016846083244752747 -0.016056294795878456 0.035077434355639384 0.002271204594161733 0.054384321222331167 0.017907431935061731 -0.098123241096420413 0.043006607366535776 0.041042329361189483 -0.094051368032057894 0.0054408146088588474 -0.035374535433162962 0.012271222234140592 0.0072885472938108674 -0.070839753306310774 -0.0026805037578180551 -0.043972867491562956 0.029659891024243653 -0.0077894870710715188 0.046396045709751761 0.00071401152015352146
leaf_weight=32.309679444385779 0.23034758912399311 0.29811636634986527 0.82675524987280269 1.0917859184555663 0.89987386047141904 1.2873150020650748 0.74266961170360335 1.0395275298506081 0.64464868080787596 0.8271787553094353 0.81986214732223572 0.33976572413303685 0.82711962470057521 0.14511178011109294 0.09985382156446565 0.1887925289374266 0.4092131079523823 0.27881362580228597 0.14084739080863073 0.1279322572404169 0.55217665826603479 0.74040897801433558 0.34393247644334224 0.23999981675589666 0.21432362945052474 0.48839533936658241 0.70108979708157448 2.0261853041228042 0.33314888180467506 18.900012926646312
leaf_count=1496 17 28 22 7 41 17 20 11 25 13 52 42 30 24 7 55 30 13 11 31 37 23 56 25 16 38 41 463 33 1909
internal_value=3.85944e-06 0.00050614 0.000210292 0.000518092 -0.000485625 -0.00868178 -8.61555e-05 0.00024737 0.00776222 -0.000102671 0.000319504 -0.000170177 0.00031048 -0.000130992 -0.00681972 -0.0579838 -0.000497941 0.0172357 -0.0020228 -0.0466956 -0.0127996 0.000596498 0.0212631 0.00016903 -0.000222207 0.000525623 -0.000134294 0.000855684 0.0271836 -0.000109342
internal_weight=68.1149 33.618 33.3877 33.0896 34.4969 2.18719 32.2628 31.171 1.38732 29.7837 28.7442 27.917 27.0971 26.7574 2.62475 0.288646 2.3361 0.956806 0.547593 0.26878 1.3793 24.1326 0.489044 23.6436 22.9032 22.6632 22.1157 21.6273 0.547473 20.9262
internal_count=4633 3079 3062 3034 1554 58 3012 3005 45 2960 2949 2936 2884 2842 214 62 152 85 55 42 67 2628 80 2548 2525 2500 2451 2413 49 2372
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 1 0 0 1 0 1 1 2 0 1 1 1 2 2 0 2 2 0 1 1 2 2 2 2 1
split_gain=0.00204049 0.0452315 0.0178881 0.0200181 0.00830931 0.00758741 0.00489 0.0038268 0.00430763 0.00228316 0.0151384 0.0291781 0.0438432 0.0076458 0.0257149 0.0464579 0.0411904 0.0280096 0.0231546 0.0180464 0.0735255 0.109574 0.108359 0.0714153 0.0386911 0.0709375 0.0362143 0.0162182 0.0894101 0.0535722
threshold=35.374259656300005 0.49877249185000011 0.36551300860000008 0.36476452800000009 35.119813570500007 0.34007963835000005 0.5195503128500002 0.4560492201000001 0.31100865245000009 0.53938504835000012 0.4172030777500001 0.40115565405000009 42.055256506450007 0.53634621715000008 0.39563186730000005 0.39736834230000012 0.40206880030000008 43.968221017800005 45.921757303800007 0.52252926560000013 39.065416244600009 41.404176814550006 0.52507409960000018 0.38906020780000011 0.37820723930000005 40.250747516500006 43.895345911700005 37.817254840650008 37.140760352250005 0.36039340140000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 -3 8 -1 13 11 -11 -13 14 19 -16 -17 -18 -19 23 -21 -22 -23 24 27 -26 -24 28 -2 -29
right_child=9 4 -4 -5 -6 -7 -8 -9 -10 10 -12 12 -14 -15 15 16 17 18 -20 20 21 22 26 -25 25 -27 -28 29 -30 -31
leaf_value=0.10004238822651453 -0.00051084553793020809 0.0097548766290724426 -0.10592524400692496 0.10011848546046294 -0.020033248129525737 -0.087874228665612328 -0.0014660740705170552 0.1000270351461927 -0.077280477915795023 0.0045005749936224779 0.00012683181253842963 -0.060189835248561412 -0.0081313096218287792 0.0037684914007804719 -0.1019823888952814 -0.0016591781713542289 -0.10141290571964523 0.029227506144809574 -0.10047522362922415 -0.0085105366752074411 0.050436679640370331 0.062000225006182144 -0.10306661654827176 -0.038807172453899114 0.046981302020275714 -0.0058004419678275845 0.0045289574013605118 9.5909183458817805e-05 0.082618482911258284 -0.023525486549536352
leaf_weight=0.0018841038399914876 0.82059058466259571 0.60357940444191593 0.056117566797183827 0.010425018612295389 0.18054712581799148 0.024680177006888574 1.0892524347806036 0.0034545304997664061 0.0050203344310020825 0.66090261280350648 11.053464956378262 0.23439613416034533 0.52218245015283316 5.92739355123308 0.059091828392585199 0.78842756227700317 0.076259634518290653 0.043707245162190933 0.020090515862542957 1.0584156004177878 0.69195205008145411 0.089195993242128679 0.12050469363816774 0.47206886679839399 0.48983541366760508 0.53028566789726028 0.042249160980475153 41.199534427742336 0.1536018738115672 0.98303458782190389
leaf_count=2 106 23 4 3 13 48 268 8 72 68 1472 36 36 54 98 127 47 50 87 52 45 18 59 49 30 34 20 1416 34 254
internal_value=3.06105e-06 -0.00316424 -0.0681542 -0.0215324 0.000359763 -0.0577265 0.00253476 0.0141001 -0.0288921 9.77848e-05 -0.00112084 -0.0108501 -0.0242596 0.000381497 -3.99249e-05 -0.0160082 -0.0105365 -0.0605099 -0.0116171 0.000298113 0.00958568 0.0298773 -0.0265866 -0.000118396 0.000295028 0.019544 -0.075136 -0.00015997 0.0125962 -0.000454571
internal_weight=68.0121 1.97496 0.101582 0.0454642 1.87338 0.0350391 1.69283 0.010359 0.00690444 66.0372 12.4709 1.41748 0.756579 53.5662 47.6388 0.987577 0.928485 0.140057 0.0637978 46.6513 2.00232 0.943902 0.25195 44.649 44.1769 1.02012 0.162754 43.1568 0.974192 42.1826
internal_count=4633 441 137 133 304 130 291 82 74 4192 1612 140 72 2580 2526 409 311 184 137 2117 194 142 97 1923 1874 64 79 1810 140 1670
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 1 0 0 1 0 1 2 0 2 0 0 2 2 0 1 1 2 0 2 2 0 1 1 1 1
split_gain=0.00173817 0.0148756 0.0067903 0.00558877 0.0046552 0.00702456 0.00339808 0.00319368 0.00939735 0.00741024 0.0140087 0.0130604 0.0170548 0.00543614 0.00868675 0.0103126 0.00643072 0.0142457 0.0104619 0.0060511 0.00417928 0.00379978 0.00375257 0.00369006 0.010487 0.00292333 0.00416223 0.0101934 0.0228711 0.0177239
threshold=0.57212358910000016 0.57403969940000021 40.00488309970001 0.49146732130000009 0.43837010870000009 0.44922307715000004 0.62376874945000005 0.59180862850000016 0.45736654595000009 0.57927906350000014 0.46112391845000006 42.123054668150012 0.58035687555000015 42.498713093000006 0.63378341965000018 0.63528038085000016 46.095286511800005 47.74983977685001 0.61540073650000016 0.51869704500000013 0.46551001470000003 49.064150740050003 0.65010029640000011 44.749265482150008 42.527280425250005 0.56974342085000018 0.45107930900000009 0.44393880420000004 0.43593006200000012 0.42802610700000004
decision_type=2 2 2 2 2 2 2 2 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 -5 9 -9 -7 -11 -12 -13 14 -10 -16 20 -18 -19 21 -15 -20 -21 24 -22 26 27 28 29 -1
right_child=1 2 4 6 5 7 -8 8 13 10 11 12 -14 16 15 -17 17 18 19 22 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.9086719187784397e-05 -0.10045585270108359 -0.10011038521934508 0.033715972317196356 0.056124430499816094 -0.024658820364564297 -0.0013436505788567759 -0.10007644200052201 -0.10044361372936256 -0.10024354142168075 0.054242666702416779 0.077412054140858472 0.031406325617731622 -0.10056901940842528 0.10014061612318477 0.10021750906658021 -0.10017506120863418 -0.10100824293640165 0.08787032112364225 -0.07352742178860612 0.068277314830364935 0.098707577067841432 -0.0093743356138311813 -0.0035590088556233428 0.035881841988960959 -0.10011377820850001 0.0066877809305426464 -0.0047362796410935649 0.0086970819108046146 -0.021432780977945539 0.018413441773252725
leaf_weight=62.046052117346669 0.015775333467660468 0.012724436441574949 0.036312733042620948 0.0049159689164994793 0.12689316299235998 0.50466749761471874 0.0019432746930548861 0.011017876221615097 0.014079459778899572 0.07259101566796744 0.012018846282188633 0.017701279546599835 0.021913827056437185 0.0073671024292707435 0.0063663413748145103 0.0043043247854857025 0.015531175689915244 0.012445828944322557 0.017362927523208782 0.010636289075421246 0.0041081898307311349 0.019716800873652574 0.022988426333739653 0.033028936776190676 0.0074892733808571421 0.65972808664810045 1.8063410982192767 1.3597778014513355 0.49646011787404987 0.52493609636761007
leaf_count=2961 33 217 17 43 52 7 188 10 120 19 18 20 51 2 1 72 38 29 14 6 2 29 58 11 137 32 165 36 71 174
internal_value=1.74176e-06 -0.00410769 -0.00258491 -0.0608884 -0.00141807 -0.00277211 0.0118716 0.000634187 -0.0108604 0.00404189 0.0259208 -0.0138962 -0.0415983 -0.00523395 -0.0486681 0.0193833 0.00190062 -0.0130951 0.00332575 -0.0115563 0.0303618 -0.0394146 0.0191645 0.0188424 -0.0296849 6.40283e-05 -1.94848e-06 0.000130788 -5.39076e-05 0.00011572
internal_weight=67.9072 1.0139 0.998125 0.0195837 0.978541 0.942229 0.00685924 0.815335 0.186443 0.628892 0.124225 0.051634 0.0396151 0.175425 0.0247501 0.0106707 0.150675 0.0986814 0.0831503 0.0707044 0.0519935 0.0370797 0.0336247 0.0446264 0.0115975 66.8933 66.2336 64.4272 63.0674 62.571
internal_count=4633 1194 1161 448 713 696 231 644 529 115 108 89 71 519 193 73 326 174 136 107 152 43 64 150 139 3439 3407 3242 3206 3135
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 1 1 0 0 1 0 1 1 2 1 0 0 1 1 2 2 2 2 1 1 1 2 2 1
split_gain=0.00170706 0.0234567 0.0797754 0.0214105 0.0270564 0.0855258 0.0144999 0.0141455 0.0137116 0.0101342 0.0608347 0.00872766 0.143832 0.0391128 0.131069 0.00840614 0.0349731 0.033238 0.0259663 0.0527341 0.0290274 0.0185256 0.0682042 0.0104962 0.00699186 0.036288 0.0281661 0.0214828 0.0261409 0.0514288
threshold=0.54695967185000016 0.42473279245000012 0.54088200950000009 0.42111014640000005 0.41917906650000009 0.54284302865000023 0.41808628485000005 0.4172030777500001 0.53998383280000006 0.53938504835000012 0.40115565405000009 0.5541600551000001 0.42663393310000008 0.42111014640000005 38.110427674550003 0.43220262865000009 0.55980359870000018 0.5619592227500001 0.43837010870000009 0.44512140355000007 41.087689990200012 41.641174900500005 40.858951393400005 40.300545846000013 0.39019789825000006 0.38906020780000011 0.39048232090000007 40.099856909850011 38.911218973650008 0.39078171310000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 6 -6 7 9 -3 24 -11 12 13 14 -2 23 -17 -18 21 20 -20 22 -19 -13 25 -1 -26 28 -28 -30
right_child=11 2 -4 -5 5 -7 -8 -9 -10 10 -12 15 -14 -15 -16 16 17 18 19 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=9.8230153678826619e-06 0.099364711751291912 -0.10270307854726812 0.0438692888533753 -0.016500935192590337 -0.008154806153766651 0.047531198809406323 -0.0093255111382026766 0.010659781646354748 -0.010780656121668657 0.0068286327338118492 -0.030493476238210183 -0.017846402755423704 -0.086241923774889137 0.049601036723701461 -0.10243928151604652 0.035874970788643205 -0.036377526270800382 -0.01893587043038332 -0.013682266012819798 0.0010177222050033058 -0.10308151543661177 0.0048252374695879289 0.10204432133798443 0.00096579641384895065 0.019401678592870401 -0.028379520194870014 -0.0031073657514070043 0.0039911917855117328 0.0060019269544865361 -0.074895526455356382
leaf_weight=45.1925303362543 0.054762856459774301 0.047914451265333891 0.34448842925667122 0.77546023437389422 0.64754127984633558 0.480440663988702 1.6459712306168501 1.263035619113906 0.02453737473115325 1.1530776697591125 0.70300294480387027 0.57056177711336686 0.18083034298346767 0.21806520334430957 0.078058966954472453 0.27632326782799044 0.24777796412263331 0.08371704637955435 0.06979174112814579 4.237189639527414 0.075728575902672901 0.20177509553104755 0.10510389227420092 0.61765078119139361 0.91859464949357139 0.45477894752184411 1.5154533506529446 5.3833595585093121 0.15583081450313319 0.15853039032316474
leaf_count=2086 12 114 27 21 13 33 21 13 3 24 37 66 34 17 39 38 19 33 27 1269 32 21 12 77 18 31 113 328 9 46
internal_value=1.19431e-06 0.00017147 0.0238091 8.42791e-06 0.000222973 0.0155635 -7.25962e-05 0.000195075 -0.0715716 -4.24955e-05 -0.00730737 -0.00147568 -0.0137925 0.0235445 -0.0192349 -0.000465899 0.00123916 -0.000666944 0.00118676 -0.00101509 -0.0602055 0.0258928 0.0484056 -0.00806754 0.000208237 -0.000273017 0.00290974 0.000809494 -0.00855114 -0.0347942
internal_weight=67.8819 60.8645 0.41694 60.4476 59.6721 1.12798 58.5442 56.8982 0.0724518 55.6352 1.85608 7.01734 0.531717 0.350887 0.132822 6.48562 5.29741 5.02108 4.77331 4.38271 0.14552 0.390596 0.188821 1.18821 53.7791 45.6473 8.13177 7.21317 1.82981 0.314361
internal_count=4633 2937 144 2793 2772 46 2726 2705 117 2692 61 1696 102 68 51 1594 1451 1413 1394 1328 59 66 45 143 2631 2117 514 496 168 55
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 1 1 2 1 2 2 1 2 2 0 2 2 1 0 0 0 2 2 2 2 0 1 1 1 1
split_gain=0.00182507 0.0134327 0.0142772 0.00677181 0.0212727 0.00909309 0.0333352 0.00660408 0.0438655 0.0380467 0.0299414 0.0198325 0.0122365 0.0115397 0.0414675 0.025228 0.102329 0.025016 0.0247176 0.0145982 0.00645774 0.0488014 0.0176638 0.0593606 0.0341429 0.0407922 0.00957932 0.0674907 0.0124782 0.00931072
threshold=0.54504356155000011 0.54353163080000011 40.00488309970001 0.53998383280000006 40.679780036550007 0.41808628485000005 0.41625999220000004 42.546237522150008 0.4417083321000001 43.521589032450009 42.477827694800006 0.43593006200000012 49.960114208400007 41.037275035300006 0.57212358910000016 41.319407281650008 41.935569238650011 0.45932756505000005 0.54585192060000021 0.58984760935000013 0.56685428580000019 40.722669576350008 38.751720283100006 40.858951393400005 40.371455563000005 0.55980359870000018 0.45107930900000009 0.43075057630000008 0.43837010870000009 0.4529056016000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 10 9 -9 13 12 -11 18 15 -15 -17 -16 -2 -19 22 26 -20 24 25 -24 27 -22 -29 -28
right_child=7 2 -4 4 -6 -7 -8 8 -10 11 -12 -13 -14 14 17 16 -18 19 20 -21 21 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-8.1391778143056376e-06 -0.037449214623653554 0.019635376483648392 0.00032843509668045517 -0.013520249989001906 0.0042958580442276524 -0.0087207479611907928 0.01668876902582387 -0.10260789211806809 -0.0021722966880567194 -0.10028468686848589 0.051653797071824548 0.066133562827785305 0.017104575159384124 0.031074761811479959 -0.10089477932585185 -0.072605404639344381 0.030689691687191174 0.044848792932325271 0.0031905718569313736 -0.10016279424475415 0.099758985514142182 0.071748760661717023 0.0018494331982347033 0.0020802273437260099 -0.080944012707458615 -0.068571690288670023 0.0041405929550470599 -0.03328851059895712 -0.1044005343270666 -0.037224209659138745
leaf_weight=53.319336518170921 0.19738368554772012 0.72362083979737579 0.81372660275064845 1.3946819635402783 1.2901408394711777 1.1238902362281624 1.2231528009888268 0.084786648560111533 1.7667650572162257 0.019945507771545579 0.11102695882914293 0.026390009101532996 0.016005308197598822 0.48063481852295808 0.052096557448521708 0.14030675437834361 0.30304999738291372 0.026832382339307514 1.7351792490941149 0.0093651432731121087 0.03200257518696642 0.099855546760810543 0.23076878528809164 1.0442924945964476 0.14368584750718583 0.12781655119692914 1.0941507613982251 0.051566815725472281 0.047318105777367558 0.05726323641988762
leaf_count=2634 12 17 39 32 33 136 12 33 525 53 11 16 28 17 20 34 25 18 103 129 6 44 38 7 18 35 12 24 67 455
internal_value=9.04872e-07 0.000189342 0.0094161 -5.37506e-05 -0.00495906 0.000182835 0.0003663 -0.00142788 -0.00654108 -0.0590031 0.000207339 0.000301573 -0.048023 -0.000765143 0.00894825 0.0152048 -0.00199956 -0.056526 -0.0027878 0.00733092 -0.00132088 0.00441288 -0.00373574 -0.0115068 -0.039756 -0.0232519 -0.000830709 -0.026466 -0.0673168 0.0020834
internal_weight=67.787 59.8885 1.53735 58.3512 2.68482 55.6664 54.5425 7.89849 1.91389 0.147127 5.9846 0.0623408 0.0359508 5.87357 1.01229 0.923992 0.443357 0.0882941 4.86128 0.0361975 4.6639 1.38216 3.28174 1.54656 0.502271 0.358585 1.2823 0.130887 0.0988849 1.15141
internal_count=4633 2903 56 2847 65 2782 2646 1730 655 130 1075 97 81 1064 243 76 59 167 821 147 809 608 201 98 91 73 564 97 91 467
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 1 1 2 2 1 0 1 0 1 1 2 0 1 1 2 2 1 2 2 1 1 0 1
split_gain=0.00228021 0.0185164 0.0353698 0.00582374 0.00485657 0.00606718 0.0136691 0.00800036 0.0140663 0.00816987 0.0130049 0.00677169 0.0133506 0.00466848 0.0042715 0.00922269 0.00340689 0.00319569 0.00554604 0.00318269 0.00199428 0.00413482 0.0055429 0.00171993 0.00168388 0.00821441 0.0520261 0.0611082 0.0935914 0.0270172
threshold=0.45736654595000009 0.56065686655000013 0.56300709560000006 0.58454836680000011 51.757767929250001 41.772405911750006 40.767054867700004 0.46097422230000007 0.4690129038000001 41.808689985400001 44.749265482150008 0.46636328255000009 0.62143349005000015 0.49041944850000008 0.66011496660000013 0.50491003265000012 0.4529056016000001 40.722669576350008 0.62376874945000005 0.50634711535000021 0.4830394299500001 42.527280425250005 42.498713093000006 0.4995808509000001 42.243697547450004 42.844429421150004 0.34542378970000004 0.3453339720000001 0.47697673720000006 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 -3 4 5 6 11 -7 -9 -10 20 -4 -13 -12 15 -15 24 18 -14 -16 -11 22 -22 -6 -1 26 27 28 -26 -28
right_child=1 2 3 -5 23 7 -8 8 9 10 13 12 17 14 19 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.00032269049564939077 -0.10100681450197986 0.086112011587129764 0.040182011823413216 -0.10044385103251496 -0.10005939093866754 0.042952064835773768 -0.10047256354444814 -0.10073070531021522 0.098609068379036047 -0.10021886950064435 0.048375089671337787 -0.10031537936954696 0.072955652876242227 -0.07221713062557221 0.051254017900842025 0.034254682590215579 -0.0076634222958303815 0.10018295374094387 -0.10006131185862036 -0.0024682208115190292 -0.10015625134515467 -0.10012243777818848 0.098187698604445137 -0.028320457040544669 -0.0029899551226014926 0.0009270292055178664 0.018408855715039724 -0.005112949510613308 -0.10323947917047122 -0.0024612643581194585
leaf_weight=49.191319442982461 0.015009781360647068 0.055030768089636695 0.025414515782577127 0.0057818414489775307 0.0055192208188614708 0.060209944189409725 0.016809988337015414 0.012728188392429729 0.0094972850729391212 0.010200334421824664 0.032520792541276933 0.013802681861602828 0.0043510075504968881 0.018008927169887556 0.021347241185139865 0.014839251678040455 0.58173120293522984 0.0053587495349347591 0.003226640176945253 0.022812214320651947 0.0023399116734523773 0.0057226644269547933 0.0035413774348853622 0.0084716886609612629 0.17404995644651577 10.636112603401488 0.70342757819526003 0.59822967274885741 0.2002944309714394 5.2478955293541603
leaf_count=1987 15 8 53 115 34 15 94 72 4 20 30 148 10 40 5 15 72 1 179 36 52 122 2 29 58 1136 19 13 29 220
internal_value=-6.31405e-07 0.00780125 0.0123692 -0.00104594 0.000890894 0.00373683 -0.0220542 0.0120572 -5.65764e-05 0.00904233 0.00256534 0.00322143 -0.0319082 0.0166056 0.00318913 -0.0241182 -4.37982e-05 0.0410798 -0.000716746 0.0235018 -0.0679623 -0.0396076 0.0192752 -0.0566205 2.26061e-05 -0.000818028 -0.00349869 -0.0249415 -0.0566289 5.51786e-06
internal_weight=67.7056 0.372545 0.357535 0.302504 0.296723 0.282732 0.0689636 0.213768 0.153558 0.14083 0.131333 0.0521536 0.0267391 0.109528 0.0770076 0.0328482 67.3331 0.0129364 0.00757765 0.0441595 0.0218043 0.011604 0.00588129 0.0139909 66.7513 17.56 6.9239 0.972574 0.374344 5.95132
internal_count=4633 1099 1084 1076 961 898 485 413 398 326 322 391 338 126 96 55 3534 190 189 41 196 176 54 63 3462 1475 339 100 87 239
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 1 1 2 2 2 1 0 1 1 1 1 0 1 1 1 1 2 2 1 0 1 2 2 0
split_gain=0.00192011 0.0165647 0.0311988 0.00385091 0.00440563 0.0124442 0.00785525 0.011757 0.00808822 0.0101726 0.0059422 0.00988868 0.0112871 0.00533424 0.00482607 0.00278992 0.00274739 0.00184329 0.00786097 0.0055039 0.00912636 0.00180614 0.00373993 0.00500534 0.00178324 0.00175394 0.0350851 0.0910638 0.160464 0.0132904
threshold=0.45736654595000009 0.56065686655000013 0.56300709560000006 51.757767929250001 41.772405911750006 40.767054867700004 0.46097422230000007 0.4690129038000001 41.808689985400001 44.749265482150008 38.911218973650008 0.4671267327000001 0.63378341965000018 0.49041944850000008 0.49146732130000009 0.49284452560000008 0.4529056016000001 0.66011496660000013 0.50491003265000012 0.50634711535000021 0.57854555250000017 0.4830394299500001 42.527280425250005 42.498713093000006 0.50491003265000012 0.48588365620000007 0.34587287805000005 43.157831852650006 41.529896397300007 0.48847339900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 -3 4 5 10 -6 -8 -9 21 14 -12 -13 -11 -4 -16 25 18 -15 -19 -21 -10 23 -23 -5 -1 27 28 -27 -28
right_child=1 2 3 24 6 -7 7 8 9 13 11 12 -14 17 15 -17 -18 19 -20 20 -22 22 -24 -25 -26 26 29 -29 -30 -31
leaf_value=-0.00047688915737551928 -0.10091050221805567 0.083606033690335119 -0.10023285348431553 -0.024927892239972174 0.039382866195763935 -0.10042742305992439 -0.1006609352339982 0.098210760700467234 -0.10019803236765004 0.044586314483795471 0.071277775936127996 -0.10024175380039513 0.080203014143720316 -0.06854176530998829 0.057411114008222387 -0.10009507179967268 -0.0068707319139474105 0.047374192388114827 0.03119377433676836 -0.10057900405814937 0.020154395580547105 -0.10014120625764154 -0.10011073275571665 0.097762913293337333 -0.10011814444780814 0.10155901426558128 -0.020351058743724157 -0.011285128065085635 -0.00025390294729865903 0.00010816772074404139
leaf_weight=34.472159811189535 0.013593714760805509 0.051212142678423334 0.0083734865646561893 0.0083261471363229589 0.059158311400096864 0.015223019330097731 0.011524517876750906 0.0086266543057718081 0.0092314661451382563 0.031795858329701332 0.019988552597737907 0.0097245895608146782 0.0053867384937693616 0.017124529905856889 0.0044444974188473383 0.001505546447302282 0.58384428317063353 0.020815239055082202 0.014675000845727482 0.0094402016765116059 0.018591029884746035 0.0021200077476919432 0.0051810139257320031 0.0032176174499909393 0.0050777726051478575 0.2715941395144863 0.32082709517258123 0.58273529110010713 0.35997547209262848 30.714144769322651
leaf_count=1554 15 8 126 37 15 97 72 4 20 30 15 53 44 40 6 193 72 5 15 34 44 63 130 2 31 23 38 7 24 1816
internal_value=-2.09369e-06 0.0073397 0.011658 -0.00106723 0.00147353 -0.0213729 0.00845664 -0.00355271 0.00439457 -0.00172774 0.00297692 0.0251272 -0.0359186 0.00989839 -0.0513025 0.0175571 -4.07477e-05 -0.00377783 -0.0225153 0.00842047 -0.0205055 -0.0679179 -0.039588 0.019159 -0.053412 1.90179e-05 0.000549107 0.017224 0.0435287 -0.000103332
internal_weight=67.6596 0.354358 0.340764 0.289552 0.276148 0.0646464 0.211501 0.152343 0.140819 0.132192 0.0494234 0.0350999 0.0151113 0.112442 0.0143235 0.00595004 67.3053 0.080646 0.0317995 0.0488465 0.0280312 0.0197501 0.0105186 0.00533763 0.0134039 66.7214 32.2493 1.2143 0.63157 31.035
internal_count=4633 1099 1084 1076 1008 534 474 459 387 383 437 112 97 168 325 199 3534 138 55 83 78 215 195 65 68 3462 1908 54 47 1854
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 2 0 2 2 2 2 1 0 0 0 2 0 0 1 2 0 0 2 2 2 1 1 2 0 2
split_gain=0.00165152 0.0275094 0.00815867 0.0209391 0.0232713 0.074586 0.0122491 0.0603292 0.0517537 0.0419124 0.0401605 0.0285499 0.0239875 0.0226174 0.0438968 0.0166346 0.00801876 0.0114199 0.00983199 0.0101195 0.00741403 0.022191 0.00749098 0.0422004 0.0370728 0.0609291 0.0555251 0.0704404 0.0216101 0.0212134
threshold=0.34554354660000003 0.34560342505000002 0.34566330350000002 0.34575312120000007 41.489621506400006 42.154118731400011 0.48104847160000008 40.300545846000013 42.154118731400011 42.055256506450007 41.681597818500002 0.34584293880000011 0.47961138885000004 0.48185683060000012 0.48265022005000008 39.427119987250002 0.47880302985000006 0.47736594710000008 0.34587287805000005 48.109449608500007 0.48588365620000007 0.48458129995000004 40.574766824850009 40.165165956550005 41.037275035300006 0.34545372890000009 0.34494476210000008 40.986363433950011 0.47811442770000007 39.656620114300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 -2 -3 4 -4 -6 7 15 9 10 -9 -10 16 -8 -15 -5 17 18 -13 -20 21 22 23 29 25 26 -24 -28 -25 -1
right_child=1 2 3 6 5 -7 13 8 11 -11 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 24 28 -26 -27 27 -29 -30 -31
leaf_value=0.0026668058681998362 -0.017360279396118908 0.0084704419623080705 -0.019582986650277686 -0.00027780099387986846 0.022764737615424746 -0.020853366864695549 -0.01490824366617804 0.074423573193695747 0.051501885781225144 0.10401667335853232 -0.03379833754216733 0.10015280503714824 -0.10187246930469057 0.045394276487105992 0.00030087161601158113 -0.10489555461170699 0.04592043428264439 -0.075712809784704724 -0.067896205554615285 0.034088997303359139 0.0093035674303176327 -0.021639974495615912 -0.0031702072589381023 0.0039716079396321978 0.0015823678212537281 0.0061957225445055265 -0.087506526701790571 -0.02293313992403366 0.022369633069645754 -0.011249157975486
leaf_weight=3.1778178849403522 0.93291649509906349 1.1075447277344199 1.1412997692823403 0.022510191384029654 0.72441944386810042 0.85442032757919151 0.96924874082013346 0.070742006382715772 0.053582365961801798 0.11391051195096225 0.066546567533805501 0.0089569799602031708 0.038195857330720173 0.2171668536304584 36.348285744659691 0.04679164191603391 0.021311690798029304 0.026926092323719786 0.019137530088153748 0.019790921825915575 0.95182863903755688 0.4521213797852387 0.63071586564253157 1.2032564629899414 13.503394328599294 1.0832760483026502 0.24491233259323053 0.54454165697097778 1.3600669308798385 1.6716702959156462
leaf_count=254 21 13 10 49 7 37 15 17 14 4 35 2 7 6 3124 9 5 28 102 3 47 4 16 28 639 5 66 5 31 30
internal_value=-1.65375e-07 -0.000376498 1.91451e-06 -0.000228177 -0.0087041 -0.000840061 0.000377865 0.0157958 0.029481 0.0591734 0.0219662 -0.0102137 -0.0348332 0.00016903 0.000568687 -0.0709143 -0.00819422 -0.02361 0.00568761 -0.0160477 0.000648751 0.000303662 0.000727288 0.00335538 -0.000489788 -0.0116668 -0.025292 -0.0429657 0.0137334 -0.00213018
internal_weight=67.6273 42.8037 41.8708 40.7632 2.72014 1.57884 38.0431 0.508402 0.439101 0.251199 0.137289 0.187901 0.134319 37.5347 36.5655 0.0693018 0.0961232 0.0748115 0.0478854 0.0389285 24.8236 23.8718 23.4197 7.41281 16.0068 2.50345 1.42017 0.789454 2.56332 4.84949
internal_count=4633 3508 3487 3474 54 44 3420 275 217 56 52 161 147 3145 3130 58 140 135 107 105 1125 1078 1074 343 731 92 87 71 59 284
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 2 0 0 0 1 2 0 1 0 1 2 0 0 0 0 2 0 1 0 1 1 0 0 0
split_gain=0.00155814 0.0591897 0.0337327 0.0130066 0.00567028 0.0414337 0.0236178 0.0171872 0.0146141 0.0363619 0.0149505 0.0168705 0.00684526 0.0143564 0.00779676 0.0857481 0.020769 0.016353 0.0919254 0.04804 0.0333541 0.0595734 0.0178817 0.0117713 0.00951372 0.0268559 0.0139757 0.0137619 0.00824019 0.0287123
threshold=40.21994457600001 40.148327922700012 40.250747516500006 40.040404835300002 0.3447651268000001 0.47811442770000007 38.171717059500004 0.47396784530000008 0.48001556840000009 0.48271009850000007 0.34512439750000007 39.896141435400004 0.48847339900000003 0.36265381275000008 0.50291907430000016 0.36551300860000008 35.476804824450006 0.51484985480000012 0.51809826055000008 0.50730517050000012 0.52252926560000013 38.911218973650008 0.52324780695000006 0.38906020780000011 0.52401125715000008 0.39431454150000006 0.39563186730000005 0.5380527529500001 0.54191491270000014 0.54450465555000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 7 -1 10 -10 -6 -12 -11 -14 16 -16 -15 19 -19 -17 21 -20 -22 -24 -25 -26 -27 -28 -29 -30
right_child=2 -3 -4 -5 8 -7 -8 -9 9 12 11 -13 13 14 15 17 -18 18 20 -21 22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.0054266137383117306 -0.018790331139341115 0.026189667351266224 7.4771495563583272e-05 -0.012815047765500957 -0.00020847801254137498 -0.025629731181460749 0.021914395755137928 -0.015469616665135723 -0.042639941214720443 0.0075855840010458494 0.045168128260663798 0.011183923457342497 -0.028118978206161993 0.0044243058193438939 0.075341707009724826 0.0072827687739567245 -0.020705619888356029 0.065404522378460325 0.011875624450850771 -0.057017770761512487 0.017814509140016019 -0.046573758631152554 -0.013052061010789796 0.013057977992852686 -0.034182915542603796 0.015045619726268333 -0.013797094153301166 0.0058077097746122531 -0.013575176129821518 0.0055984635991797411
leaf_weight=0.97936228734865494 0.96727543548176598 0.87390340689906665 47.158162103049222 0.81227909682525279 0.6722882932755504 0.67316100443713356 0.49712688022322016 0.65811421326725394 0.19808515487011291 1.2439157472568911 0.20041541482748382 0.53873090344112029 0.18148205548186425 0.72298409448376222 0.1534249559044828 0.2974389634327953 0.60331703916563129 0.21620551339628846 0.30653780601278313 0.19067746046846423 0.5991700140402817 0.40446203993633389 0.6445042472332706 0.60460021868220781 0.22275306381482085 0.65052132128039364 0.67901005646564261 2.33941846112657 1.2898816329125116 1.9797151463090938
leaf_count=150 17 34 3069 35 37 13 35 12 11 16 70 3 34 26 4 16 36 12 31 42 20 24 16 12 34 12 88 32 25 667
internal_value=7.76545e-07 0.000756519 -0.000304399 -0.000441036 0.000125312 -0.00399779 0.00282398 -0.00297174 0.000900216 -0.000110034 0.0105831 0.0203986 0.000521964 -0.000205032 0.000220507 0.00112668 -0.00700697 3.44473e-05 0.000912261 -0.0178355 -0.000522179 -0.0213741 0.00112337 -6.57298e-05 0.00101203 -4.96588e-06 0.00109227 -0.000351256 0.00127646 -0.00196569
internal_weight=67.5589 19.4335 48.1254 18.5596 17.7473 2.80776 2.1346 1.63748 14.9395 13.5281 1.41143 0.739146 13.33 12.0861 11.9046 10.5783 1.3263 10.4249 9.93678 0.488116 9.72057 0.711 9.00957 8.4104 7.7659 7.1613 6.93855 6.28803 5.60902 3.2696
internal_count=4633 1547 3086 1513 1478 210 197 162 1268 1158 110 73 1147 1131 1097 1035 62 1031 973 58 961 55 906 886 870 858 824 812 724 692
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 2 0 0 1 0 0 0 2 0 0 0 2 2 2 1 0 0 1 2 2 1 0 1 2 2
split_gain=0.00198338 0.0150781 0.0366412 0.053447 0.033175 0.0121525 0.072228 0.0845565 0.00893619 0.00718079 0.0236687 0.0161714 0.00499244 0.00530619 0.00472888 0.00402888 0.00332511 0.0287134 0.0132514 0.00632088 0.00599243 0.0667832 0.0358505 0.0416057 0.0228838 0.0219203 0.0130035 0.052418 0.0303088 0.104195
threshold=36.377496227400009 0.49877249185000011 0.37977904855000005 0.36510882910000009 0.36476452800000009 35.887362732750006 0.50730517050000012 0.5218855723000001 0.3584174126500001 0.50291907430000016 0.5116313883000001 0.52252926560000013 33.96174662340001 0.4560492201000001 0.4413939702500001 0.42314601355000009 39.476991512000005 39.525197829750006 39.262923716450011 0.3453339720000001 0.49877249185000011 0.47787491390000009 0.38772791230000009 36.952388736350009 38.621016321050007 0.38976377950000002 0.52769378160000013 0.3975479776000001 38.751720283100006 37.345948426100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -7 -8 12 -3 -11 -12 -1 14 15 -14 18 -18 20 -20 21 -2 23 -22 -23 -24 28 -28 29 -27
right_child=16 5 -4 -5 -6 6 7 -9 -10 10 11 -13 13 -15 -16 -17 17 -19 19 -21 22 24 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.064323428955082487 -0.0040410007601790745 0.010074297758025194 0.10064023364036717 -0.10433038212123941 0.10015020694182844 -0.10369040758967572 0.098588183600037488 -0.1007059365099859 -0.10145210221638357 -0.047392380211732851 0.037528308049416148 -0.0018663421878085595 -0.067973665188484828 0.10002349667981353 -0.10026774176145561 0.098642507163305762 -0.029098238488163286 -1.763413923738021e-06 0.0040989683435923244 0.019171341707870423 0.0014737751851604817 0.055686005148195022 0.0329169342715432 -0.04050579347956007 0.013808811260291851 0.026519843031884732 0.04784194272773977 -0.00013818038601503093 0.0069707230804368289 -0.10520639271460144
leaf_weight=0.0091811557089979123 1.9033367146433371 0.64341003852132517 0.018582414835691452 0.079304347178549506 0.027911414857953787 0.07044475246220816 0.061965597446032916 0.032431414553446558 0.015363386224660047 0.10900767354905827 0.11124822972533355 1.6450029808191382 0.0022806917688384942 0.0062842500510669188 0.0040797217612862369 0.003990651461208472 0.34127097676673557 54.822797681606573 0.52567805905891762 0.59110111248469366 0.48184515838511277 0.28121882575214829 0.22125432244501997 0.46289406769392372 0.24345446160805295 0.11821118278066922 0.24147360143979302 3.9911649771197579 0.30867871816735715 0.12204387850971443
leaf_count=88 88 17 1 6 7 4 6 53 13 10 17 295 45 13 11 9 31 3352 6 45 20 31 9 36 18 12 17 327 16 30
internal_value=2.09144e-06 -0.00258416 -0.0317375 -0.0483141 0.0159825 -0.000763346 -0.0270648 0.0301179 -0.0410658 0.00096489 -0.00217735 0.000629078 -0.00512984 0.0275395 -0.0164663 0.0380494 0.000115711 -0.000181768 0.00184448 0.0120766 0.000480154 0.00466653 -0.00122888 -0.019095 0.0362545 0.00214498 0.000721086 0.0025991 -0.0137597 -0.040394
internal_weight=67.4969 2.84049 0.166978 0.148396 0.0690913 2.67351 0.164842 0.094397 0.0411799 2.50867 1.86526 1.75625 0.0258165 0.0166353 0.0103511 0.00627134 64.6564 55.1641 9.49236 1.11678 8.37558 2.42801 5.94757 0.944739 0.524673 5.00283 4.78157 4.23264 0.548934 0.240255
internal_count=4633 595 193 192 186 402 63 59 179 339 322 312 166 78 65 54 4038 3383 655 51 604 137 467 56 49 411 402 344 58 42
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 0 0 1 0 1 1 2 2 2 2 1 1 0 1 0 1 2 1 0 2 1 1 1 2
split_gain=0.00195413 0.0213361 0.0692469 0.0134937 0.0131646 0.0224644 0.0721567 0.0120482 0.0179229 0.0100038 0.124957 0.0314064 0.117519 0.00955063 0.0588456 0.0393291 0.0193985 0.0746732 0.0272923 0.0245888 0.0134629 0.130289 0.0716915 0.0838251 0.050747 0.0541485 0.0393584 0.0621318 0.0950861 0.0548933
threshold=0.54695967185000016 0.42473279245000012 0.54088200950000009 0.53998383280000006 0.42111014640000005 0.41917906650000009 0.54284302865000023 0.53998383280000006 0.40206880030000008 0.5541600551000001 0.42663393310000008 0.42111014640000005 38.110427674550003 38.751720283100006 38.474425342400004 39.032633164100012 0.37644082515000005 0.36880632320000012 0.50101793360000013 0.38772791230000009 0.52252926560000013 0.39078171310000004 39.476991512000005 0.39019789825000006 0.51657136015000005 39.955516828000007 0.39995808510000008 0.39394030120000006 0.39563186730000005 43.61821939175001
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 13 -9 10 11 12 -2 14 16 -15 17 18 -1 -18 24 22 -22 -24 -17 -26 27 -23 -29 -30
right_child=9 2 -4 -5 -6 6 -8 8 -10 -11 -12 -13 -14 15 -16 20 19 -19 -20 -21 21 26 23 -25 25 -27 -28 28 29 -31
leaf_value=0.0024279196663958488 0.098582763577200722 -0.10243078265164206 0.04202866069185978 -0.0097345436556624549 -0.01283411436488948 -0.0073001698584071757 0.044411220682725988 0.0035719940908734158 -0.012587199586000989 -0.00052644081343622515 -0.084131513406812353 0.04439030719478565 -0.10224039226045203 0.019852682247172068 -0.05318784429487497 1.6121778539068175e-05 -0.036998251668439036 0.06074622485651128 -0.027352353595306231 -0.0049320951780390089 0.10158607509217565 -0.086730079696279661 -0.029711013964701827 0.068894201916455525 -0.052961075540471025 0.0069826771901047666 0.0027320923729201151 0.033686074119275933 -0.10149075863875852 0.014017100217049858
leaf_weight=2.9429679468470678 0.049456053516449106 0.043273267141308192 0.33195203230206971 0.024649018771015108 0.78523574996142897 0.64614698242803459 0.46333113359287381 1.1172374939480954 1.7798758448002443 6.3685855945736707 0.17251578491405084 0.20879404222122844 0.070932942326670911 1.0504403230142987 0.22963983394282639 40.295659052787101 0.27572470063751131 0.21054082160117094 0.343676232616417 1.8020527262239783 0.18731627333909173 0.12608180483641707 0.15569264230555291 0.19319112133234739 0.37217525453161115 0.253227244290116 6.4964036426831626 0.24600783646747004 0.11926140324976586 0.062812021745230595
leaf_count=303 12 114 27 3 21 13 33 23 41 1594 34 17 39 36 30 1627 33 20 15 125 7 71 40 11 22 39 93 16 78 96
internal_value=8.26798e-07 0.000182161 0.0232049 -0.0687913 2.91195e-05 0.000199252 0.0142951 -6.91837e-05 -0.0063556 -0.00159745 -0.0151929 0.0209359 -0.0197418 0.000259781 -0.00357798 0.000709287 -0.00153449 0.00301228 -0.00068613 -0.00918733 0.000294735 0.00416382 0.0516835 0.0248907 -0.000422593 -0.0286897 0.000549919 -0.0250315 -0.00685956 -0.0616426
internal_weight=67.4249 60.5546 0.399874 0.0679223 60.1547 59.3695 1.10948 58.26 2.89711 6.87028 0.501699 0.329183 0.120389 55.3629 5.8046 49.5583 5.57496 3.49719 3.28664 2.07778 48.5078 7.58677 0.5362 0.348884 40.9211 0.625402 7.05057 0.554163 0.428081 0.182073
internal_count=4633 2937 144 117 2793 2772 46 2726 64 1696 102 68 51 2662 526 2136 496 338 318 158 2100 412 58 51 1688 61 354 261 190 174
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 0 2 2 0 2 0 2 2 1 0 0 0 0 1 0 2 0 1 0 0 0 1 2 1 0
split_gain=0.00206813 0.0119297 0.0133256 0.00570596 0.0300634 0.0614359 0.150332 0.0671237 0.027449 0.0592922 0.0523317 0.0378626 0.0559951 0.0219544 0.0294223 0.0268473 0.0305403 0.0417822 0.0194548 0.0669149 0.0417104 0.0191829 0.0185154 0.0167687 0.0113207 0.00511796 0.00596821 0.0216495 0.0884845 0.0564322
threshold=0.54504356155000011 0.54353163080000011 40.00488309970001 0.44393880420000004 42.081757894750005 0.56579144335000009 42.580420142950011 43.521589032450009 0.56345618395000019 41.087689990200012 0.56685428580000019 41.087689990200012 40.806664626150003 0.44765126795000004 0.56300709560000006 0.55688452445000014 0.56065686655000013 0.5619592227500001 0.42111014640000005 0.55619592225000014 38.983591653800012 0.55131582885000008 0.43593006200000012 0.55688452445000014 0.56859076075000015 0.54284302865000023 0.42039160505000012 39.746231405950006 0.42802610700000004 0.54088200950000009
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 -7 -6 9 18 -10 12 24 14 -5 -15 -17 -18 21 20 -20 -2 23 -9 -12 26 -1 -28 -29 -30
right_child=3 2 -4 13 5 6 -8 22 10 -11 11 -13 -14 15 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-4.1892239755443517e-05 0.013079175240081248 0.018875174924818071 0.00016591930450506637 0.066427698868085958 -0.10276365655529283 0.10172839629456386 -0.080000763697680721 -0.10029044009033578 -0.10383070676966566 0.037179070809800541 0.0087911347477081115 -0.064499678188157369 0.10070301589996021 -0.054975980332953048 -0.01442861175680296 0.067301944936578803 -0.060794960458059669 0.00099761847542092965 -0.0085286111744405646 0.0003046415701963428 -0.10301184142304161 -0.011628438430662059 0.093346038415384525 0.062516842281052351 -0.053913227288242188 -0.0082103344376893758 0.017378555716820274 -0.093128686109913456 -0.084809561229764657 0.10127839839772745
leaf_weight=56.464106951898934 0.76694840436766643 0.71541889593299746 0.81365957707021153 0.11294905608519901 0.15012511316672306 0.091116767462835924 0.090962930203389192 0.014316166309942702 0.071909100956560112 0.40879522462819284 0.061214364267470955 0.078761219512671232 0.056593225570395589 0.089304179771140357 0.074812024270988431 0.067206721589741281 0.11240680239779965 4.1256316036518816 0.07532304669434875 0.56933266609428301 0.12305581092368811 0.53234754680805452 0.024391807441134006 0.011335539716242238 0.054361450236878106 0.75466801109723647 0.62011718916664871 0.08731069582063361 0.02230305260046278 0.060508760623633862
leaf_count=2695 25 17 39 6 34 3 56 33 19 28 10 12 12 18 50 9 9 1233 32 32 20 25 4 24 36 16 14 16 103 3
internal_value=7.01043e-07 0.000200871 0.00891953 -0.00153446 -0.00478842 -0.0310939 0.0109406 -0.0693297 -0.00119553 0.0023807 -0.028621 -0.00706819 0.0192047 0.000724331 0.0342111 -0.000706421 0.000419298 -0.000641325 -0.00450143 -0.0171225 -0.0671372 0.00295597 0.0309684 -0.0283456 -0.0207021 -2.89465e-05 7.88922e-05 0.00870917 -0.0228918 0.0511608
internal_weight=67.3013 59.5381 1.52908 7.7632 3.18089 0.382248 0.18208 0.200169 2.79864 2.4758 0.322839 0.25093 0.172169 4.58231 0.187761 4.39455 4.30525 4.23804 2.06701 0.767712 0.198379 1.2993 0.0500435 0.0256517 0.115576 58.009 57.2543 0.79024 0.170123 0.0828118
internal_count=4633 2903 56 1730 405 154 59 95 251 162 89 70 58 1325 56 1269 1251 1242 134 84 52 50 61 57 46 2847 2831 136 122 106
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=2 0 1 1 1 2 1 1 0 1 2 2 0 0 2 2 1 2 2 0 1 2 2 2 0 1 2 1 0 0
split_gain=0.00177667 0.0359051 0.0148535 0.0158665 0.00629111 0.00603304 0.00333284 0.0501345 0.0030337 0.00392652 0.00221873 0.017304 0.0201676 0.0410069 0.0127779 0.00818664 0.0793972 0.0271939 0.0222095 0.0116172 0.0224183 0.00892517 0.00683704 0.0215407 0.0181031 0.0118104 0.0553698 0.0212182 0.0196462 0.0592105
threshold=35.374259656300005 0.49877249185000011 0.36551300860000008 0.36476452800000009 0.34007963835000005 35.119813570500007 0.38906020780000011 0.39500314360000005 0.4560492201000001 0.31100865245000009 39.476991512000005 39.788107623550012 0.5054040298000001 0.52432561900000019 39.262923716450011 40.21994457600001 0.34494476210000008 40.250747516500006 40.003678352300007 0.48320409570000006 0.39078171310000004 39.896141435400004 39.032633164100012 38.911218973650008 0.52324780695000006 0.42039160505000012 38.621016321050007 0.40115565405000009 0.54284302865000023 0.54695967185000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 9 -1 14 12 -12 -14 22 16 -13 -17 21 -20 -21 -18 23 25 -24 27 28 -2 -27 -30
right_child=10 5 -4 -5 -6 -7 7 -9 -10 -11 11 15 13 -15 -16 17 18 -19 19 20 -22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=0.1000404717540489 0.0010738221949321814 -0.0014795447853102866 -0.10484321270512252 0.10009625439650011 -0.08505312478841176 -0.017660499766277957 0.096168321792655803 -0.0018498840722603273 0.10002189907637371 -0.075056734700191169 -0.023995468894517345 0.032763651897856821 0.024232076346431694 -0.015495260085684144 0.011585394011140905 -0.016784686994742382 -0.004425150349797932 9.6635067022366104e-05 -0.020274251457909693 0.010065360722169231 -0.015559230521124873 0.0090858733441541769 -0.024396703306440701 0.024136434905217611 0.0027315244079113609 0.015821263959365246 0.07896212943057962 -0.013478680382397138 -0.10320881508152296 0.00025216613755199563
leaf_weight=0.0018008788174283252 5.0291541622867273 1.0970126004358458 0.046240536321420223 0.0084729550871998072 0.020915414558214579 0.17659486334366659 0.057927529618609697 0.52613425120671364 0.0028525074840217712 0.0044339003266103405 0.64365244064497984 0.80687936567755247 0.39493587447941514 0.75946651919858654 1.1070780735967662 0.97400179706160273 0.68789515410699142 47.0333810433834 0.63590086302257409 0.62496833132172447 0.75252235983512694 1.6903185052291434 0.39196358045410196 0.38961523889273042 0.66049748887999726 0.61359302423352324 0.10279277192552161 1.2511850844122312 0.060543027741005062 0.64062325547816545
leaf_count=2 340 28 4 3 48 13 5 258 8 72 35 15 21 61 51 17 38 3069 14 11 73 29 25 34 43 12 16 52 7 229
internal_value=-7.69387e-07 -0.00298111 -0.0666477 -0.0207438 -0.0548698 -7.76925e-05 0.00176936 0.00787161 0.0146006 -0.0244809 8.79491e-05 -0.000163738 -0.00981214 -0.00190403 0.00143895 0.000162322 0.00393187 -0.000245863 -0.00136546 -0.00909438 -0.00393334 0.00517783 0.000209966 0.0011966 -0.00737173 3.55443e-05 0.00828014 -0.00182536 0.00275395 -0.00868129
internal_weight=67.1934 1.94239 0.0847162 0.0384757 0.0300027 1.85767 1.68107 0.584062 0.00908729 0.00623478 65.251 55.0039 1.79805 1.1544 10.247 53.2059 5.19848 48.0074 4.39161 2.01339 1.37749 2.37821 9.13997 8.08751 1.05246 7.69789 1.41755 6.28034 1.31476 0.701166
internal_count=4633 441 137 133 130 304 291 263 82 74 4192 3383 117 82 809 3266 180 3086 165 98 84 67 758 690 68 656 264 392 248 236
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 2 2 2 2 1 0 1 1 1 1 2 1 0 2 0 1 0 0 1 1 2 1 0 0 0
split_gain=0.00183854 0.00911348 0.0100936 0.00447177 0.0334646 0.0354089 0.0252135 0.0804393 0.0920893 0.0500507 0.0886628 0.0168525 0.0164924 0.0211122 0.0119823 0.010801 0.0107817 0.148883 0.0184488 0.0133873 0.0104979 0.0050415 0.0496386 0.0141318 0.0279492 0.0485057 0.0193815 0.00474634 0.00464842 0.0043982
threshold=0.54504356155000011 0.54353163080000011 40.00488309970001 42.546237522150008 0.4417083321000001 43.521589032450009 41.835830569250014 41.319407281650008 41.16018805045001 0.43643902880000007 0.57299182660000014 0.43593006200000012 0.44512140355000007 0.46280051495000007 0.45932756505000005 49.960114208400007 0.42307116555000007 0.55619592225000014 39.788107623550012 0.55348642255000013 0.46112391845000006 0.55980359870000018 0.5619592227500001 0.43220262865000009 0.43837010870000009 40.858951393400005 0.44512140355000007 0.59751205050000011 0.59930840395000018 0.53998383280000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 -3 6 5 -5 7 8 16 -8 -11 15 -9 -14 -12 -7 19 18 -18 -2 -16 -19 -23 -24 25 -25 -26 -22 -29 -1
right_child=3 2 -4 4 -6 11 9 12 -10 10 14 -13 13 -15 20 -17 17 21 -20 -21 27 22 23 24 26 -27 -28 28 -30 -31
leaf_value=0.00017960741671077456 0.012835448578532874 0.016656936842761077 0.00027148765747603217 -0.1021802474564819 -0.0020909792874110478 -0.10023618876597565 -0.02306883881769374 -0.10307607689283985 0.079442391358343342 0.073564042350165601 -0.10086795116193568 0.064171497349608503 -0.10107257077178876 0.04462577737344231 0.069628317186762864 0.01708662436406785 -0.046811756491890733 0.00781215073689525 -0.10456962337631835 -0.0074575099064051985 -0.10054555874958404 -0.068896102360707048 -0.03803892636176414 -0.011873728488251547 -0.045383983961603203 0.10199089889475187 0.0014468886121640039 0.10009821084956948 -0.10013041013729158 -0.0039771233346384566
leaf_weight=55.284845854414669 0.86616810214218032 0.69960950671474964 0.81263858211696061 0.070995447820678126 1.7568780267885475 0.016735395231783912 0.15821468505305336 0.090753447484530958 0.14170154137741153 0.24011584522668272 0.03452878919779323 0.025459370514852253 0.01927180978918841 0.020550995814882622 0.0099652897333726287 0.014774417643337756 0.089838739084241115 0.68258219468354075 0.14385958909406327 0.52040929995207108 0.010373921193917113 0.10598215677464429 0.090054154960456212 0.075977496239501341 0.091875083299901017 0.073706329916603863 2.3188808497342013 0.0028816128615289935 0.0019400623169261166 2.6683498788636362
leaf_count=2782 41 17 39 33 525 53 24 20 18 12 11 16 9 57 3 28 41 30 14 22 13 15 12 33 30 11 597 1 61 65
internal_value=2.04747e-07 0.000188196 0.00785187 -0.00145644 -0.00568706 -0.0550591 -7.91464e-05 -0.00201336 -6.71379e-05 0.0224362 0.0464503 0.00366371 -0.079534 -0.0258833 -0.0626214 -0.0452255 -0.00229404 -0.00513048 -0.0823662 0.00521911 -0.0101348 0.000118014 -0.00178727 0.000896127 0.00226553 0.0441947 -0.000337859 -0.0624435 0.0195337 -1.17817e-05
internal_weight=67.1399 59.4654 1.51225 7.67447 1.88484 0.127965 5.78963 5.33161 5.20104 0.45802 0.299806 0.0569692 0.130576 0.0398228 0.0596897 0.0315098 5.05933 3.67276 0.233698 1.38658 0.0251609 3.43906 2.75648 2.65049 2.56044 0.149684 2.41076 0.0151956 0.00482168 57.9532
internal_count=4633 2903 56 1730 655 130 1075 950 864 125 101 97 86 66 89 81 846 783 55 63 78 728 698 683 671 44 627 75 62 2847
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 1 0 0 2 2 2 0 0 2 2 2 0 0 2 1 2 2 2 1 1 1 2 2 1
split_gain=0.00171769 0.014064 0.0164886 0.0141162 0.0460661 0.012667 0.00950556 0.0414127 0.00749089 0.0178763 0.0574476 0.0249092 0.0207703 0.0943446 0.0310698 0.0317251 0.0617318 0.0176681 0.0175453 0.0254569 0.0170777 0.0569723 0.0573575 0.0189815 0.0184833 0.0756598 0.018384 0.0583839 0.0487434 0.044776
threshold=0.3447651268000001 0.3447052483500001 0.48149755995000004 0.47847369840000004 0.47787491390000009 0.34458549145000011 0.34422622080000004 0.47568935060000012 0.47787491390000009 41.641174900500005 41.362929270750008 41.32819714970001 0.47757552170000012 0.47721625100000004 41.16018805045001 40.408647214050006 40.986363433950011 0.47736594710000008 0.47868327295000007 41.257948413050009 0.34536391125000004 40.574766824850009 41.184662530950007 39.571921479100006 0.34542378970000004 0.34545372890000009 0.34575312120000007 41.184662530950007 42.720329370750001 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 11 12 13 14 15 -2 -17 -11 19 -10 21 23 -23 -20 -22 -26 27 -27 29 -29
right_child=8 -3 -4 -5 -6 -7 -8 -9 18 17 -12 -13 -14 -15 -16 16 -18 -19 20 -21 24 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00011853743284823025 -0.10354936361657135 -0.01414814151329453 0.010129961476390168 -0.012224649421532393 0.047045867729707064 -0.016433194148951953 0.010278347892875805 -0.049308678878777712 -0.018906409100496391 -0.0085942721549966648 0.041770149576996721 -0.01479162669087309 -0.00066934939661560415 0.092101930143633701 0.013806746008044421 0.10071942040160467 -0.10482895420634444 0.025233190343415285 0.010350606969351278 0.0002767911081967676 -0.016943839698955871 -0.017525110812031699 0.0066263785740898126 0.031962085977940174 0.081842004561570258 0.0012996119393332349 0.00048521092705271804 -0.067398324956436467 -0.0083838428217353801 -0.016026285889614647
leaf_weight=3.8622164335800075 0.049577587167803361 0.77720712369773526 1.32514087454183 1.1381764554547542 0.2006240720511413 0.5302391523555342 0.73986515550458154 0.17729374276382248 1.192977541322761 1.3435221697473592 0.44481344156974945 0.61057981103658665 1.0879595316946504 0.15002028155140579 0.56721605555401311 0.031403306863694525 0.027324172657245072 0.17444954000529822 0.80274236726108827 1.646577826411203 0.66520689916069287 1.3853066868614403 3.3888630180954351 0.82314538245555013 0.11225903453305264 4.2999885089229783 37.438744824537523 0.33158486450247471 1.3795907561434431 0.34744481614325196
leaf_count=519 88 18 24 20 7 9 17 11 24 259 12 3 8 5 7 60 16 30 12 40 13 18 71 31 21 29 3197 27 24 13
internal_value=-9.99509e-07 -0.00130742 -5.57948e-05 -0.00208599 8.22089e-06 -0.0017691 -0.000142218 -0.00205082 0.000195088 0.00412068 0.00863407 0.00279456 0.00840615 0.0203665 0.00443545 -0.044644 0.00508379 -0.00470673 -0.000132215 -0.00778261 0.000293951 0.00512441 -0.000381588 0.0212919 -0.000399608 -0.000148971 -0.000359126 -0.00533049 -0.0191792 -0.0411124
internal_weight=67.0521 8.75076 7.97356 6.64842 5.51024 5.30961 4.77938 4.03951 58.3013 4.48687 2.96889 2.52408 1.9135 0.825541 0.675521 0.108305 0.0587275 1.51797 53.8144 2.83956 50.9749 6.40006 4.77417 1.62589 44.5748 43.9096 43.7974 6.35861 2.05862 0.67903
internal_count=4633 625 607 583 563 556 547 530 4008 488 199 187 184 176 171 164 76 289 3520 64 3456 132 89 43 3324 3311 3290 93 64 40
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 0 1 1 0 0 1 1 2 0 2 0 1 1 2 2 2 2 0 0 2 1 2 2 2 0
split_gain=0.00166254 0.0320053 0.0136494 0.0141323 0.00595949 0.0195619 0.00548982 0.00273759 0.00222769 0.0320832 0.0167178 0.0484593 0.00814898 0.0615675 0.033808 0.118105 0.082031 0.0768185 0.0784232 0.0271298 0.0217756 0.0201859 0.0159613 0.0636187 0.0735647 0.0488863 0.0613958 0.0229361 0.0145306 0.131783
threshold=35.374259656300005 0.49877249185000011 0.36551300860000008 0.36476452800000009 0.50291907430000016 0.53938504835000012 0.34007963835000005 0.33894194785000004 0.48458129995000004 0.48368312325000012 0.34494476210000008 0.34587287805000005 41.243661560350013 0.48911709230000006 41.808689985400001 0.49405706415000006 0.40115565405000009 0.41917906650000009 41.319407281650008 41.11191809080001 41.542492784600007 41.600558339100012 0.50913146310000013 0.50035927070000008 39.262923716450011 0.38512319990000005 40.099856909850011 38.474425342400004 42.081757894750005 0.48911709230000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -3 -6 7 -1 9 -2 -10 -12 13 -13 15 -14 -17 -18 -19 22 -20 -22 23 27 -25 26 -24 -15 -16 -30
right_child=8 4 -4 -5 5 -7 -8 -9 10 -11 11 12 14 19 28 16 17 18 20 -21 21 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=-0.023669435029664634 3.0888259966720852e-05 0.0077767665127790866 -0.10436841262309489 0.10008703086900755 -0.033535941175806709 0.0011473211622333326 -0.082320774419270826 0.10001579887393981 -0.015119341903032194 -0.019159008812579748 0.022462958113478593 0.044593383996471184 -0.11236211302046109 0.012047359722115356 0.00649823372509331 0.0099005450685420628 -0.10587330105800025 0.08284943473356754 -0.10387791208314333 0.029320782295279065 0.042171164419693076 -0.064643705564172038 0.0063077428386630503 0.0048804951482085681 0.060718872117813398 0.0004612176760456931 -0.053457429500672816 -0.019429990541589962 -0.091202568854985885 -0.00023257289855855738
leaf_weight=0.0058241457880300954 32.114044191810528 0.61637556095774915 0.042047518960316665 0.0076622266788035623 0.19266672056983214 1.0427234068888582 0.019520646874231211 0.0025832181272562593 0.65595442781341162 0.89552413375349615 1.0188535292400072 0.32843374236836709 0.11821055435575267 0.35075081478863024 2.6987246454638969 0.80156116098896746 0.1390716049168077 0.063247503815102135 0.051320593978448903 0.32896693763940632 0.031061403042457414 0.0411059207966602 0.31115428349585172 0.60215415107313663 0.38795223215493024 13.996467546498529 0.38403204746646225 0.68078357760236941 0.16214808244723045 8.8902224466071615
leaf_count=68 1377 15 4 3 31 258 48 14 21 41 39 24 4 31 107 54 11 11 25 27 22 48 42 32 22 901 20 35 22 1276
internal_value=1.03306e-06 -0.00289183 -0.0657926 -0.0202178 -0.000254629 -0.00426175 -0.0532242 0.0143337 8.68339e-05 -0.000489719 0.000680793 0.00101101 0.000291275 0.00170823 -0.00160255 -0.0172682 -0.00729706 -0.0496072 -0.00770288 0.000881757 -0.0540816 -0.0186697 0.000321993 0.00865279 0.0267596 -0.000824364 -0.0267075 -0.0087268 5.79518e-05 -0.00186205
internal_weight=66.9811 1.9294 0.0776378 0.0355902 1.85177 1.23539 0.027928 0.00840736 65.0517 33.0096 32.0422 31.3862 30.3674 17.3707 12.9967 1.24558 1.12737 0.325807 0.186735 17.0423 0.123488 0.0721673 16.7133 2.02164 0.990106 14.6917 0.695186 1.03153 11.7511 9.05237
internal_count=4633 441 137 133 304 289 130 82 4192 1418 2774 2753 2714 1134 1580 175 171 117 106 1110 95 70 1083 120 54 963 62 66 1405 1298
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 1 0 1 1 0 0 0 2 2 2 2 0 0 0 1 1 1 0 1 2 0 0 0 0
split_gain=0.00187462 0.0541489 0.0197139 0.00933847 0.00891915 0.0301696 0.0237422 0.0310886 0.0722405 0.0256158 0.0114084 0.043373 0.0132763 0.0202187 0.0231606 0.0196436 0.0210165 0.0383953 0.0230695 0.0979821 0.0350329 0.0370791 0.0214866 0.0112768 0.0329133 0.0258543 0.0211725 0.00965756 0.00823041 0.020975
threshold=40.148327922700012 40.21994457600001 40.300545846000013 40.003678352300007 0.39019789825000006 0.38906020780000011 0.39048232090000007 0.52769378160000013 0.39078171310000004 0.39500314360000005 0.52324780695000006 0.51484985480000012 0.50218556330000019 36.859113051050009 39.117456157700005 37.995872310650007 36.257608591500009 0.47568935060000012 0.50035927070000008 0.49877249185000011 0.37977904855000005 0.36510882910000009 0.36476452800000009 0.48001556840000009 0.34494476210000008 39.852039223600009 0.47811442770000007 0.5380527529500001 0.54191491270000014 0.54353163080000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 8 -8 -9 11 12 15 -14 -15 16 18 -18 19 20 21 22 -1 24 26 -25 -17 -11 -29 -30
right_child=1 2 -4 -5 6 -7 7 9 -10 27 -12 -13 13 14 -16 23 17 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-0.035688367892648613 0.025220467737101862 -0.012291054585642284 0.00021485044508358169 -0.0086891262303495781 0.01756222403682511 -0.028785995672074505 -0.0034452175397993857 0.034660788169771688 -0.10494910641961662 -0.010898220700125598 -0.013947090037701258 0.03067805539147583 0.003511990652511501 -0.051236998786790479 -0.003657044373379575 0.0010246174780327224 0.00085882461692838902 0.039360065648324831 -0.014886776846558836 0.10057140146108359 0.10059255384919757 -0.10325249331930592 0.10014201175126361 -0.029235712163783824 0.015624438369386082 0.002349859050264354 -0.017102889402268968 0.0065919380836077296 -0.016344561235776749 0.0027119405332859357
leaf_weight=0.034233674065100916 0.85811967911300158 1.295603869006867 46.519268125924128 1.4080805610215623 0.89112317655235429 0.41425632545724589 0.30059026117669407 0.22970473750319786 0.091446540200590398 0.64850621439722989 0.63991395279299457 0.43327860636054527 0.3421241478063165 0.22269418080850301 0.18924696964677423 1.4858970973642733 0.59904970509442257 0.45632072824810166 0.564349948981544 0.094689806584938196 0.017214935272932053 0.063956253361538984 0.017650381429120898 0.50810486238970021 0.86841435163528036 0.52892242302186787 1.1375880439300088 2.3340145771585412 0.71719761243730351 2.9670982196374673
leaf_count=177 34 34 3052 72 15 27 18 14 77 56 16 31 21 21 24 50 46 33 8 9 1 6 5 36 32 6 16 30 14 652
internal_value=-9.78331e-07 0.000322818 -0.000124013 -0.000866651 -0.000210921 -0.00245587 0.0021543 0.000270471 -0.027122 0.00182761 -0.00112628 -4.16062e-05 -0.00190827 -0.0144559 -0.0293786 -0.000424396 0.00826585 0.017506 -0.00404549 0.0228191 -0.0325139 -0.0522948 0.0105196 -0.00396937 -0.00125006 -0.0131259 -0.00683578 0.000696349 0.00194573 -0.000997663
internal_weight=66.8787 48.673 47.8149 18.2057 16.7976 8.61791 8.17968 7.28856 0.392037 6.89652 8.20365 7.56374 7.13046 0.754065 0.411941 6.37639 1.84747 1.05537 0.792095 0.227745 0.133055 0.11584 0.0518841 4.52893 3.4919 1.03703 2.62349 6.66682 6.01831 3.6843
internal_count=4633 3120 3086 1513 1441 565 876 861 95 766 538 522 491 66 45 425 285 79 206 198 189 188 182 140 98 42 66 752 696 666
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 2 0 2 1 1 1 2 2 2 2 0 2 1 0 0 1 0 1 2 0 2 0 0 0 2
split_gain=0.00186601 0.00945381 0.045777 0.0475151 0.0864991 0.00747006 0.0254501 0.0359884 0.043831 0.0149182 0.0098822 0.00792782 0.00754138 0.0393965 0.0224877 0.0656562 0.0129599 0.00853708 0.00681896 0.0303367 0.0107536 0.0398819 0.00815809 0.00644136 0.00650707 0.0293021 0.0428716 0.0291372 0.0200002 0.0196855
threshold=0.54504356155000011 0.42209814075000007 40.636252116050009 0.54284302865000023 42.686561923500008 38.060777288450005 0.50218556330000019 36.859113051050009 0.39048232090000007 0.36551300860000008 0.36551300860000008 35.476804824450006 39.427119987250002 39.525197829750006 38.911218973650008 0.5218855723000001 38.621016321050007 0.34422622080000004 0.4995209724000001 0.49194634890000005 0.34377713240000007 0.47076434840000009 0.34007963835000005 39.656620114300004 0.53938504835000012 39.896141435400004 0.48458129995000004 0.50913146310000013 0.54191491270000014 40.21994457600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 10 9 -9 -8 18 -11 14 -14 16 -16 17 -7 19 20 21 22 -1 -15 25 26 -25 -28 -26 -27
right_child=-2 2 3 -5 -6 12 7 8 -10 11 -12 -13 13 23 15 -17 -18 -19 -20 -21 -22 -23 -24 24 28 29 27 -29 -30 -31
leaf_value=-0.0062126629973308098 -0.0014773429217716282 -0.0012452618146564047 0.091283544942481698 0.10102612871924997 -0.10157394401368934 -0.0043547995716826252 0.021783019033323647 -0.05345632685334855 -0.0022894603661558284 -0.022826591392014081 0.018044830649246068 -0.0021506451562735541 -0.033802648498731512 0.010992787299921012 -0.0012738538023699415 0.041232017446801078 -0.011221049455373409 0.00761841867639959 -0.0085813231573432618 0.039533756778520293 -0.0082304643128707205 0.10121949465861463 -0.10247623140519985 -0.064761806740059866 -0.011996519459248624 0.0076837298767188054 0.03045766376763643 -0.029981375440459576 0.0029726179742449559 3.4290971050620303e-05
leaf_weight=0.023141898506739145 7.5814988439405075 0.73141135912419752 0.050261231761624003 0.10072173423031927 0.043283945923480505 0.96463594647485607 0.21460618823766686 0.37976956421334751 0.29941188279923381 0.24685655515816052 0.39346239694597773 0.74548778350350631 0.34331051541107527 0.54591195559328909 1.0197491970993722 0.56458947851206165 0.85332973987135563 1.5562299053091244 0.55277734366427467 0.20395253671449609 0.6550790886612875 0.039590208019035344 0.014209165069293983 0.16861077869545127 1.6773193143719702 3.6653847979394376 0.146228899480775 0.17549362626596121 1.9077547327678983 40.949078146470967
leaf_count=124 1730 24 9 5 107 17 7 22 42 38 28 55 36 24 41 25 35 61 7 33 90 5 4 17 23 61 11 34 52 1866
internal_value=-1.92116e-07 0.000188879 0.0102155 0.0533649 0.00204716 2.96952e-05 -0.00427635 -0.0124859 -0.0308998 -0.00212387 0.00395026 -0.00729401 0.000327226 -4.4655e-05 0.00404557 0.0138734 -0.000569036 0.00303674 0.000225202 0.00542626 -0.00407663 0.0312891 -0.0428334 0.000190732 6.96193e-05 0.000395539 -0.023917 -0.0025107 -0.00403087 0.000662745
internal_weight=66.8131 59.2316 0.925678 0.194267 0.0935452 58.306 3.76834 1.88613 0.679181 1.20695 1.88221 0.992344 54.5376 49.5791 4.95853 1.58434 3.3742 2.52087 1.48875 0.935973 0.73202 0.0769413 0.0373511 49.2358 48.6899 45.1048 0.490333 0.321723 3.58507 44.6145
internal_count=4633 2903 145 121 116 2758 455 164 64 100 291 93 2303 2124 179 66 113 78 263 256 223 133 128 2088 2064 1989 62 45 75 1927
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 1 2 1 0 0 0 2 0 1 1 0 2 2 2 2 1 0 1 2 2 2 0 1 1
split_gain=0.00188497 0.0065703 0.0943418 0.109321 0.0347667 0.0915594 0.0253359 0.0307817 0.031203 0.0237963 0.0252994 0.0377669 0.0202843 0.0892278 0.0202603 0.00700516 0.00381934 0.00315179 0.0041874 0.00284359 0.0134188 0.0249717 0.0197023 0.0114531 0.00985548 0.00662991 0.0168542 0.0151915 0.0109215 0.0205937
threshold=37.041406607950009 36.558960102350007 0.50035927070000008 0.50218556330000019 0.50035927070000008 0.49877249185000011 0.37977904855000005 36.165040341950011 0.36510882910000009 0.50452082270000009 0.52889135055000014 0.53017873715000008 35.119813570500007 0.50730517050000012 0.36476452800000009 0.3584174126500001 0.5195503128500002 33.96174662340001 35.119813570500007 39.476991512000005 39.788107623550012 0.34494476210000008 0.51809826055000008 0.39048232090000007 39.262923716450011 39.032633164100012 38.911218973650008 0.52324780695000006 0.42039160505000012 0.40115565405000009
decision_type=2 2 2 2 2 2 2 2 2 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 14 -5 -11 -12 16 -14 15 17 -6 -1 -19 24 21 -21 -23 -24 25 26 28 -27 29 -2
right_child=19 2 3 9 12 -7 -8 -9 -10 10 11 -13 13 -15 -16 -17 -18 18 -20 20 -22 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.056085498727309849 0.0020732803965986513 -0.077467164759584498 0.10183828179094521 0.0061057002989873552 0.0090382322979653401 0.099159204917743812 0.10052626808287356 0.098248830260686121 -0.10299963614070361 -0.1023328622073264 0.100702410833584 -0.075080305836737193 -0.084483360681337563 -0.0015968759104433034 0.1001235043720704 -0.10111600738998326 -0.00092467471874000838 0.094187424731025926 -0.020784372212993077 -0.038886554673740852 0.00014306904245359864 0.01224978804283588 -0.029070698290475705 -0.0054683962713265701 0.01069395963891665 -0.022689752390826941 0.022243326640643022 0.0023424518339761639 0.0082330622855444208 -0.012889925163910658
leaf_weight=0.0075136729714987407 3.5345744673498123 0.15663748056251564 0.10421391576528549 0.14934745244681835 0.59497508845925029 0.11849776195958839 0.015309266746044159 0.01500046078831474 0.059528990706894547 0.055682699243334355 0.020362025126814842 0.030575996067647437 0.15709084505215298 0.74971351593182312 0.015355155803263187 0.011713833526755479 1.0891820356049415 0.0052663223729325645 0.0079499247373959747 0.23734544916078837 52.931926407612366 0.50084287867351651 0.28268710355041526 0.75391218334821497 1.0904886896807964 0.38392235769970262 0.37661874507009674 0.65786632191222338 1.3963348317764204 1.2433251962126517
leaf_count=88 188 21 2 5 19 11 1 30 6 11 1 52 9 109 5 13 268 25 29 16 3266 23 20 58 51 25 34 43 171 33
internal_value=7.09515e-07 -0.00230605 -0.012679 0.0154964 -0.000423098 0.0347229 -0.0207528 -0.0359308 -0.0546841 -0.0196565 -0.0557426 -0.00481271 -0.00389754 -0.0159558 0.0054883 -0.0393012 0.002595 -0.0043715 0.0250288 0.000123122 -0.000143712 -0.00869678 -0.00403617 -0.0119049 0.00180427 0.000527495 0.00170591 -0.00688247 0.000453159 -0.00182051
internal_weight=66.7538 3.36392 0.51682 0.360182 2.8471 0.256135 0.137638 0.122328 0.107328 0.255968 0.106621 0.050938 2.59096 0.906804 0.0477989 0.0324438 1.68416 0.0207299 0.0132162 63.3898 54.7067 1.77479 1.53744 1.0366 8.68313 7.59264 6.55085 1.04179 6.17423 4.7779
internal_count=4633 705 92 71 613 208 197 196 166 69 64 53 405 118 160 155 287 142 54 3928 3383 117 101 78 545 494 426 68 392 221
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 2 2 2 2 0 0 0 0 1 0 1 0 0 1 1 2 2 2 1 0 1 1 0 2 1
split_gain=0.00179082 0.01549 0.0126663 0.011035 0.0755183 0.0378256 0.0351371 0.0292528 0.0869571 0.0596686 0.0235781 0.0225297 0.00950121 0.00938437 0.0183823 0.00833245 0.0271109 0.0241952 0.0235836 0.0393762 0.0269323 0.012707 0.0493726 0.0062954 0.0339967 0.0746632 0.0291326 0.0180398 0.0421129 0.0425987
threshold=0.41808628485000005 0.41917906650000009 0.4172030777500001 0.54986377655000018 0.55234873210000013 41.037275035300006 40.00488309970001 42.620627117000005 42.844429421150004 0.54191491270000014 0.55348642255000013 0.55484865720000009 0.52949013500000019 0.40437412050000004 0.53866650695000018 0.43220262865000009 0.55980359870000018 0.5619592227500001 0.43837010870000009 0.44512140355000007 41.087689990200012 41.641174900500005 40.858951393400005 0.39019789825000006 0.52324780695000006 0.39048232090000007 0.38906020780000011 0.53146612375000013 39.354247760400007 0.39431454150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 5 -5 6 -3 -7 -9 12 -6 -12 -10 23 -15 -13 -17 -18 21 20 -20 22 -19 26 25 -25 -1 28 -26 -30
right_child=1 3 -4 4 10 7 -8 8 9 -11 11 15 -14 14 -16 16 17 18 19 -21 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-3.9702904825404347e-05 -0.010067789377508688 0.011870910384169231 0.010162988455311009 -0.10272206973626674 0.060024520022765426 0.048924875050981059 -0.01562968446712644 -0.10489241105708846 0.03449419148921596 0.10030244986440258 -0.056591620113736286 -0.01101969671217253 -0.10116896297182587 0.0041749595605012537 -0.020323110493573188 0.034320217220600392 -0.033355626470900054 -0.010564231799104318 -0.0088218983514314862 0.00052457287362654465 -0.10261845459029446 0.0074001762889471957 0.10156842227241165 0.060400753794310917 0.00084600140932079957 -0.0031372859681227262 -0.026868241651175136 0.0026655850336554563 -0.10160656616957842 -0.019126293012101798
leaf_weight=45.189105727677557 1.6557045826993988 1.0736394704099437 1.252376830158936 0.073197369980334659 0.063630673493150769 0.31844450902303834 0.81902556008390104 0.055141657442618425 0.0067203283509275338 0.071674345490464475 0.072461811842415957 0.66315226178001196 0.022269456533692278 0.58500262708105377 0.64289341323416771 0.23164052354294362 0.21672668856308508 0.076083029940892 0.059612975421967529 4.1701967801015423 0.062927083873063339 0.16199752326883754 0.081145678646862507 0.31234229228584975 0.82078965118441238 0.453423415912237 0.40840593727352725 6.7483766324213548 0.087379304397245505 0.22096455311464069
leaf_count=2099 32 46 17 15 11 37 24 4 84 7 28 70 23 63 72 32 19 33 27 1269 32 21 12 10 71 53 32 162 71 157
internal_value=7.68682e-07 -0.00123627 0.000217887 0.000525533 -0.0017776 0.00629842 -2.96054e-05 0.0315527 -0.0039536 0.0513385 -0.000516605 -0.00118125 -0.0697199 -6.65442e-06 -0.00865157 -0.000479735 0.000901518 -0.000701634 0.000832852 -0.00111719 -0.0569885 0.0270557 0.0473074 0.000189048 0.0026635 0.0227788 -0.00028 0.000708119 -0.0109909 -0.0424998
internal_weight=66.6765 9.95539 56.7211 8.29969 5.93277 2.36692 1.89267 0.47425 0.155806 0.100664 5.85958 5.79594 0.0289898 55.4687 1.2279 5.72348 5.06033 4.82869 4.61196 4.29274 0.12254 0.319226 0.157229 54.2408 8.64328 0.765766 45.5975 7.87751 1.12913 0.308344
internal_count=4633 1826 2807 1794 1569 225 70 155 118 114 1554 1543 107 2790 135 1515 1445 1413 1394 1328 59 66 45 2655 524 63 2131 461 299 228
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 2 1 0 0 1 2 2 2 0 0 2 1 1 1 2 1 0 1 0 2 2 2 2 1 0
split_gain=0.00188059 0.00600261 0.00970524 0.00574781 0.00393458 0.0146016 0.0737582 0.0452952 0.0138148 0.010427 0.0039249 0.0820552 0.0114451 0.0348337 0.0392959 0.054615 0.0566366 0.0402799 0.0296705 0.03348 0.0148536 0.0113 0.0123344 0.0113397 0.00987454 0.00808666 0.119379 0.0461148 0.0349536 0.0385602
threshold=0.54504356155000011 0.54353163080000011 40.00488309970001 0.54284302865000023 0.42039160505000012 39.746231405950006 0.42802610700000004 0.54088200950000009 0.53998383280000006 0.41625999220000004 40.806664626150003 40.636252116050009 42.546237522150008 0.56579144335000009 0.56685428580000019 40.890797847750008 0.45051046375000009 0.4529056016000001 0.4417083321000001 43.521589032450009 0.43593006200000012 0.58388970390000006 0.45932756505000005 0.58887458460000019 49.960114208400007 39.476991512000005 39.955516828000007 40.371455563000005 0.44765126795000004 0.56065686655000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 -6 -7 -8 9 -1 11 25 13 -12 -15 -16 -17 -18 19 -14 24 -19 -23 -24 -21 -2 -27 28 -28 -30
right_child=10 2 -4 -5 5 6 7 -9 -10 -11 12 -13 18 14 15 16 17 21 -20 20 -22 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-9.8640177467371826e-06 0.0013532274471271654 0.015139752411834845 -0.0010753682017547793 -0.0087294641457709918 0.014128924707142465 -0.090494525607621473 -0.081979540089826247 0.10107501314250428 -0.010594623937431963 0.006876039977168927 0.00012290392403221977 -0.09411263999258912 -0.1019862979864469 0.097393515879877657 0.089685691161879633 -0.07165039509082341 0.10089979290665269 -0.10058532890141268 -0.0017728116823874131 -0.10020960871605702 0.062652584813325515 -0.10127787158525424 0.088066991987401866 -0.047089970308993853 0.015248597036644804 -0.10399973869777812 0.090162166884515629 -0.0070927389000046406 0.10053559201285996 -0.10198045376261483
leaf_weight=52.587381432387815 2.6281548856664312 0.69045615737638744 0.79312265603039123 0.73968241782858868 0.6066837097869211 0.074416183511971212 0.018367451156122594 0.051190385827794671 1.1940302621837862 2.2950265602594291 1.7942921978906272 0.098059826233978131 0.064647370922102598 0.077958650654181727 0.073167100737464352 0.086311940468249304 0.051211345940828323 0.014313794214103837 1.7589116254475028 0.014900784904554598 0.024309671940329736 0.0083349830624683818 0.016793494607554749 0.0098478344331880407 0.014729911629533632 0.1159719515723614 0.096651282190578058 0.56038499915264772 0.015577628277242184 0.023716025792400397
leaf_count=2634 590 17 39 16 14 16 103 3 32 29 77 27 33 4 21 23 3 20 525 53 16 5 5 144 28 49 11 28 1 67
internal_value=7.12208e-07 0.0001907 0.00647113 2.88445e-05 0.000142846 0.00733469 -0.0212951 0.0527376 4.65734e-05 0.000278085 -0.00148558 -0.00391296 0.000656549 0.00566987 0.0351216 0.0164485 -0.0122355 0.0387907 -0.00503696 -0.0534513 0.00471766 -0.0257392 0.004891 0.0381069 -0.0428134 -0.00134209 -0.0100626 0.00558235 0.0578309 -0.0216947
internal_weight=66.5986 59.0504 1.48358 57.5668 56.8271 0.750658 0.143974 0.0695578 56.0764 54.8824 7.54825 3.53852 4.00973 2.13223 0.337939 0.25998 0.186813 0.100501 1.8775 0.118588 0.0539404 0.0492901 0.0349763 0.0266413 0.0296307 3.44046 0.812302 0.69633 0.135945 0.0392937
internal_count=4633 2903 56 2847 2831 136 122 106 2695 2663 1730 773 957 302 225 221 200 177 655 130 97 174 154 149 81 746 156 107 79 68
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 1 1 0 1 0 0 2 2 2 2 0 1 0 1 0 0 0 0 0 0 0 0 0 1
split_gain=0.00177557 0.0423187 0.016019 0.00989994 0.00608548 0.0208121 0.0765415 0.01993 0.0120795 0.0208557 0.00815421 0.0419931 0.010264 0.0263291 0.0203327 0.0181481 0.0116904 0.015825 0.00853183 0.0122731 0.0209372 0.0149934 0.0585956 0.0131431 0.00689669 0.00986642 0.0209987 0.0193972 0.028161 0.0211422
threshold=40.148327922700012 40.21994457600001 40.300545846000013 40.003678352300007 0.39019789825000006 0.52324780695000006 0.39048232090000007 0.38906020780000011 0.52769378160000013 0.39500314360000005 0.52324780695000006 0.51484985480000012 38.621016321050007 39.262923716450011 38.983591653800012 38.171717059500004 0.48233585820000008 0.34494476210000008 0.5054040298000001 0.36510882910000009 0.50035927070000008 0.49877249185000011 0.47787491390000009 0.47396784530000008 0.5380527529500001 0.54191491270000014 0.54353163080000011 0.55131582885000008 0.54413041525000005 0.44720217960000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 -10 11 12 15 14 -14 18 17 -15 19 21 -21 22 23 -1 -11 -26 -27 28 -28 -29
right_child=1 2 -4 -5 5 8 -8 -9 9 24 -12 -13 13 16 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=0.0047199098283378796 0.022597137983883492 -0.011023638023202064 0.00023022400778681406 -0.0089201886985592217 0.056043637319356368 -0.013078282157404524 -0.013731786834663438 -0.023731545319935179 0.031452416534745412 -0.0092417931983288584 -0.011825834252821979 0.030419051985780751 -0.047117147828831196 -0.0054040764469807934 -0.0073890325246531111 0.027329665577100488 -0.012429550457460995 0.011824531526968685 -0.020431308743536353 -0.0064285075291376477 0.03001441813486105 -0.015376089400557839 0.065042671914792155 -0.013574390399981942 0.0066595961150763888 -0.017130123619350911 -0.0026685024345008 -0.018549623153969907 0.031653488285073153 0.0035535080466095647
leaf_weight=0.97238398615978183 0.83762263071272869 1.3002746661107512 46.399527136440724 1.4011369568307461 0.2980325249955057 0.6172313927133074 0.33273341250177513 0.40338840344338756 0.22524078315473151 0.65362023190903062 0.63572855363599945 0.42702825390733767 0.24893834454724162 1.3006598759093329 0.26699109398759902 0.26098711011240983 0.80390976360649791 0.90347633276273231 0.19374007471196808 0.2874853032080863 0.34907063696300611 0.62536801295937028 0.13866966583926288 0.65874074401153848 2.3300223076284965 0.70804697500716463 0.50023449974833067 0.64001005442480563 0.45786888923430524 1.3363701160502948
leaf_count=213 34 34 3052 72 7 68 35 27 14 56 16 31 23 28 22 23 40 22 19 20 20 11 37 13 30 14 6 150 39 457
internal_value=2.98332e-07 0.000314735 -7.65511e-05 -0.000848666 -0.000166395 0.00179376 0.0192366 -0.00203934 0.000320623 0.00152771 -0.000955453 -2.62892e-05 -0.00188082 -0.00568676 -0.026558 0.00196609 -0.00210699 0.00165794 -8.61958e-05 0.00121395 0.0135558 -0.00206613 0.00263703 -0.00266837 0.000510488 0.00157775 -0.00167296 0.00205662 0.0137337 -0.00360414
internal_weight=66.5145 48.5374 47.6998 17.9771 16.576 8.09941 0.630766 8.47657 7.46865 6.85141 8.07318 7.43745 7.01042 3.52398 0.515929 3.48645 3.00805 2.20414 3.22546 3.03172 0.636556 2.39516 1.76979 1.63112 6.62617 5.97255 3.64253 2.93448 0.958103 1.97638
internal_count=4633 3120 3086 1513 1441 876 42 565 834 766 538 522 491 135 45 356 90 50 333 314 40 274 263 226 752 696 666 652 45 607
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 2 0 2 2 2 1 1 0 0 0 0 1 0 1 1 2 2 2 2 0 2 0 2 2 1
split_gain=0.00212442 0.0128296 0.0210038 0.0462399 0.0311989 0.03267 0.00910772 0.0600902 0.0504826 0.0342895 0.0283875 0.0243581 0.0222136 0.0190198 0.0362695 0.00865538 0.0232041 0.0185781 0.00788517 0.0191741 0.0161247 0.0640776 0.0399392 0.0209609 0.0458089 0.0208624 0.0121858 0.010155 0.0639466 0.0221053
threshold=0.34545372890000009 0.34575312120000007 41.067148236900003 41.489621506400006 42.844429421150004 41.873095646600007 0.48104847160000008 40.986363433950011 42.154118731400011 41.935569238650011 0.35027394390000005 0.34584293880000011 0.47961138885000004 0.48185683060000012 0.48265022005000008 0.48588365620000007 0.34494476210000008 0.48458129995000004 0.34506451900000007 0.34494476210000008 40.574766824850009 41.037275035300006 41.32819714970001 42.982930821650008 0.47961138885000004 41.808689985400001 0.48185683060000012 40.94178426300001 41.289992964000007 0.3447052483500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 -2 -4 5 -5 7 10 9 -9 -3 -10 -13 -8 -15 17 -17 18 19 26 -20 -22 -23 24 25 -24 27 29 -29 -1
right_child=1 6 3 4 -6 -7 13 8 11 -11 -12 12 -14 14 -16 16 -18 -19 20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00087122148285900423 0.00038180384489427954 -0.10398471357655961 -0.030588433452300175 -0.011253173939007769 -0.018749992993885831 0.018162961242851588 -0.01358766233043528 0.022477857161088976 0.047719136783472393 0.10094077608572471 0.029843628292762211 -0.0078597835579711974 -0.1016954354726109 0.041632081081640987 0.00031977135197536037 -0.007587421119215493 0.038334627823498696 -0.020081411132965462 0.013000369485508159 -0.010720280673455679 -0.02773183529875959 0.023441815629193955 -0.0002799896590037787 0.016025141214228177 -0.017204583136974077 0.018724345801471375 0.0073762545243606856 0.053895186957635677 -0.00021023895691691741 -0.019546821323881761
leaf_weight=3.2746902544070808 4.3311887974850825 0.056093560431284106 0.83154958905652199 0.6715464727021756 0.8335406170764158 0.86241665913803445 0.97520063804222346 0.11217970735651764 0.052175385576447297 0.11061949629947776 0.022092632280229729 0.092661821500483271 0.034666217830817914 0.21379393985208039 35.432665910066817 0.22687216551275824 0.21365491469623521 0.42879045847803254 1.4423731786489344 1.6265438600369382 0.67989533852511375 0.95207049297260926 1.8896402950963422 0.78079918028993223 1.3143897948357333 0.83196240617610318 2.3075852165929964 0.22870283505085698 4.8687247177707791 0.78589892847858411
leaf_count=237 34 13 21 9 43 32 15 39 14 9 53 140 7 6 3124 18 27 4 37 39 65 24 20 56 23 48 18 29 373 56
internal_value=1.79425e-06 -0.00039374 -0.0041571 -0.0103023 -0.00317713 0.00528501 0.000370071 0.0140484 0.0296385 0.0614346 -0.0661696 -0.00982674 -0.0334074 0.000190607 0.000567547 0.000809646 0.0146847 0.000524183 0.000945256 -0.000559732 0.00344218 0.00130433 0.00472641 0.00102719 -0.0018743 0.00552942 0.000881673 -0.000754794 0.00221727 -0.00448575
internal_weight=66.485 44.6324 7.53024 3.19905 2.3675 1.53396 37.1021 0.480489 0.402303 0.222799 0.0781862 0.179503 0.127328 36.6217 35.6465 21.8526 0.440527 21.4121 20.9833 13.0921 7.89113 6.44876 5.76886 4.81679 4.03599 2.7216 11.4656 9.15802 5.09743 4.06059
internal_count=4633 3559 139 105 84 41 3420 275 209 48 66 161 147 3145 3130 1074 45 1029 1025 752 273 236 171 147 91 68 713 695 402 293
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 1 0 0 1 0 2 1 0 0 2 2 2 2 2 2 0 0 1 2 2 0 0 1 0 1
split_gain=0.00201846 0.0150389 0.0212452 0.0344064 0.0121164 0.0342629 0.0124508 0.0254039 0.0166157 0.0195348 0.03393 0.0155514 0.0137441 0.0330309 0.0146884 0.0240958 0.0152469 0.0136588 0.0227999 0.0456326 0.0121966 0.0241301 0.0114703 0.0111349 0.0184151 0.00924513 0.0112626 0.00877356 0.0320113 0.0196632
threshold=0.34524415440000006 0.48389269780000005 0.34515433670000012 0.47868327295000007 43.895345911700005 0.34560342505000002 0.47757552170000012 0.47721625100000004 0.34575312120000007 0.48104847160000008 41.935569238650011 0.3459626957000001 0.48320409570000006 0.48149755995000004 40.408647214050006 41.404176814550006 42.720329370750001 41.243661560350013 41.16018805045001 40.986363433950011 0.48185683060000012 0.48271009850000007 0.34548366815000003 49.064150740050003 48.96897326980001 0.55688452445000014 0.55788748840000013 0.38512319990000005 0.48634771415000005 0.38772791230000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 7 17 12 10 11 -10 13 14 -8 -16 -17 18 19 -2 -11 -22 -14 24 27 -25 -27 28 -7 -29
right_child=4 -3 3 -5 5 23 8 -9 9 20 -12 -13 22 -15 15 16 -18 -19 -20 -21 21 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=-3.7079708935974068e-05 0.077902553071289238 -0.012051440282911434 -0.0020288378142134379 0.019951686996484086 0.081258990959449176 -0.0094216887260280824 -0.011287493919834149 0.059177366123298526 0.023223677717704779 -0.011017721143650083 0.051701446668442501 -0.03758539638871735 0.012779388787295965 -0.019539777328082278 0.0066368356422521983 -0.01713145798529819 -0.0020289289593251147 -0.00045027860612740622 0.098806320710740747 -0.10421698194938565 0.018094543545453118 -2.5707007396035325e-05 -0.0027213106625909745 -0.080982790290589551 0.074777766263394371 0.10028564767664661 -0.02455831853963384 -0.10100529138305314 0.06174234335225464 0.0012170076257390508
leaf_weight=13.800633195798758 0.031922072258337875 0.8497512988105872 1.3647155633000232 1.4892671337220234 0.065385847621654891 0.15516682041581464 1.7054690548684428 0.099364564317511395 0.078230770304798081 0.96776785135065679 0.19544267469154875 0.090952052003785866 0.78251118428306599 1.4694014354608951 2.5097696613520384 0.94173791543926233 2.3036905855406076 0.60102823925305482 0.039205258712172508 0.024179353489671485 0.75098897547158472 34.31441699004224 1.2242968016653319 0.023880828775096452 0.041338124531648646 0.0083492044359445572 0.053719802275402628 0.019983991567926296 0.1066584128357988 0.32237460424068765
leaf_count=832 56 37 38 20 7 95 19 9 3 13 35 37 23 20 27 44 31 106 3 16 64 2222 30 100 8 1 207 11 62 457
internal_value=3.47328e-06 0.000925035 0.00158712 0.00944105 -0.000326228 0.0119039 -0.000528713 0.0118765 -0.000737245 0.000289773 0.0233198 -0.00946705 -0.00415515 -0.00583564 -0.00313657 -0.000721164 -0.00641129 0.00512686 0.0402977 -0.000589795 5.67279e-05 0.000362371 0.00332285 0.00570429 0.0102063 -0.0281082 -0.00776495 0.00578839 0.019568 -0.00474986
internal_weight=66.4316 17.5044 16.6546 2.85398 48.9272 0.796858 48.1304 0.795699 47.3347 36.3978 0.364625 0.169183 10.9369 8.93007 7.46067 5.7552 3.24543 0.696335 0.0953067 0.0561014 36.0332 35.0654 2.00681 0.731472 0.645522 0.0859498 0.062069 0.604184 0.261825 0.342359
internal_count=4633 927 890 58 3706 948 2758 190 2568 2374 75 40 194 141 121 102 75 181 75 72 2299 2286 53 941 633 308 208 625 157 468
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=2 0 1 0 0 2 0 2 1 1 2 1 0 2 1 1 2 2 2 1 1 2 0 0 1 2 0 1 0 2
split_gain=0.00232828 0.00788341 0.0408885 0.0271459 0.0264648 0.0164485 0.0547562 0.0125472 0.0107554 0.220962 0.0720281 0.0204482 0.0136052 0.0116148 0.00832377 0.0489763 0.0211456 0.0277184 0.00940989 0.0266163 0.0144716 0.00875114 0.00736755 0.0585519 0.0231407 0.0653981 0.0202481 0.0229717 0.0135917 0.0133935
threshold=41.257948413050009 0.48032993025000009 0.3447052483500001 0.48104847160000008 0.48001556840000009 40.767054867700004 0.47721625100000004 40.408647214050006 0.34626208795000007 0.35585760905000008 40.21994457600001 0.36265381275000008 0.48735067810000005 41.087689990200012 0.34524415440000006 0.34494476210000008 39.032633164100012 38.171717059500004 37.995872310650007 0.34422622080000004 0.33400197600000009 40.00488309970001 0.50913146310000013 0.50291907430000016 0.38772791230000009 40.099856909850011 0.52324780695000006 0.39019789825000006 0.51809826055000008 35.476804824450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 14 10 12 -5 -11 -10 22 15 16 17 18 19 20 -1 -16 23 29 25 28 27 -26 -24 -13
right_child=-2 2 3 8 -6 6 -8 -9 9 11 -12 13 -14 -15 21 -17 -18 -19 -20 -21 -22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.032761277035394068 -0.00061076688404382892 0.025884805234691052 0.017488948543052579 0.012497496245975721 -0.021360520033507475 0.0038983835454406189 -0.044794435008125966 0.010363150843114111 0.10146696052130599 -0.025318696229326022 -0.011806839880811638 0.0045239501701635799 0.062044532496005403 0.016781374753490178 0.0026916365307036042 0.023228603969502847 -0.012780525938122862 0.032792366015665743 -0.0078088615164762093 -0.0013198514058985888 0.069091442007531451 -0.012395687603533836 0.01829282529912743 0.033582325382362326 -0.0037655723301501425 -0.048721149277786091 -0.00078755364257337068 0.024894754824142808 -0.0072815403231547759 -0.015457122305205212
leaf_weight=0.016502813394576987 31.912585067908054 0.66756156971678748 0.93893636349753151 1.8263648630236335 0.6541284257546075 0.69975581397434605 0.34470698985023773 1.2499874547511352 0.15661734249443071 0.31881387600151612 3.6688879716675729 0.67324677809099387 0.19848973117586866 0.41423757233433889 0.61615836420749559 0.84347222242715014 1.4591693699761661 0.27162934082929258 0.99336469758418389 0.54081540402902184 0.090175376414702024 1.0223310624949844 0.29063822753959978 0.53924288265341136 0.47701414089533567 0.37733679312441371 13.057004876018466 0.67595575978566558 0.72917981528735254 0.66865858131120604
leaf_count=107 2556 7 21 17 8 52 19 104 13 36 39 27 35 36 65 19 44 19 14 33 31 13 41 27 32 20 1082 39 30 47
internal_value=4.78032e-06 0.000574487 0.00145977 0.000807843 -0.00200812 -0.000454501 -0.0121718 0.00126833 0.000157182 0.00130685 -0.00372922 -0.000215685 0.0794315 0.000231358 -0.000673784 0.00167728 -0.00371412 0.00320327 -0.00169494 0.00768486 0.0533351 -0.00672206 -0.000160655 0.0057514 -0.000873243 -0.0131533 0.000334162 0.0130372 6.90525e-06 -0.00543243
internal_weight=66.393 34.4804 25.6782 25.0106 8.8022 8.14807 1.04446 7.10361 24.0717 18.5764 5.49525 18.2213 0.355107 17.9025 5.85362 4.21513 3.37166 1.91249 1.64086 0.647494 0.106678 1.63849 17.4883 1.88115 15.6071 1.39715 14.21 1.15297 1.01982 1.34191
internal_count=4633 2077 1549 1542 528 520 71 449 1521 1465 56 1417 48 1381 345 267 248 204 185 171 138 78 1345 101 1244 91 1153 71 71 74
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=2 0 1 2 2 1 1 1 0 1 0 1 2 1 2 1 0 1 2 0 1 1 1 1 0 0 0 1 1 2
split_gain=0.00190715 0.00677609 0.0217536 0.0165045 0.0748471 0.0324267 0.013943 0.0262085 0.0195519 0.0195486 0.0483674 0.082918 0.129529 0.0308312 0.0114261 0.0352321 0.0163171 0.0426215 0.037191 0.0154005 0.149137 0.0143562 0.0514249 0.0191589 0.0469766 0.0440977 0.0110253 0.0135165 0.00956246 0.0173929
threshold=41.257948413050009 0.47943175355000006 0.34491482290000003 40.767054867700004 41.243661560350013 0.34536391125000004 0.34512439750000007 0.34545372890000009 0.48271009850000007 0.35986946500000005 0.48458129995000004 0.34626208795000007 39.852039223600009 0.36265381275000008 40.574766824850009 0.39670967935000007 0.50291907430000016 0.37227927305000003 35.476804824450006 0.51484985480000012 0.37977904855000005 0.38045268105000002 0.38772791230000009 0.38906020780000011 0.52252926560000013 0.52366695610000014 0.56345618395000019 0.44512140355000007 0.41808628485000005 40.003678352300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -4 -8 -9 10 -10 -12 -13 -11 16 -16 18 -18 -15 20 -19 -21 -23 -24 -25 -26 -17 -28 -27 -30
right_child=-2 2 6 4 -6 -7 7 8 9 13 11 12 -14 14 15 26 17 19 -20 21 -22 22 23 24 25 28 27 -29 29 -31
leaf_value=-0.00039679159159266794 -0.00054954167466474168 0.010327500629516383 -0.010223845374988509 -0.093108755866510989 0.0048260075998797685 -0.025070153493983966 0.01583575541504138 -0.0096657816522572673 0.00026422038025022152 -0.038004336827314807 0.0012617127057042081 -0.022519362713386212 0.10083460454751332 0.0040820524017879953 0.031686965656527261 0.0046031058287371012 0.030150262782482957 -0.10231310489500717 -0.030402627746039402 0.012860291193167481 0.053970030332698371 -0.045737842918526624 0.029068493916057592 -0.033835029768641028 0.026396466965207047 0.001398570081194707 -0.033441826651934702 -0.0015981944065256244 -0.0019682462944624764 -0.018607405789476367
leaf_weight=5.7865704528377115 31.920760046036122 2.3920330670662251 1.1882940111681843 0.13468427496197222 0.60100404765660187 0.14595821296825306 1.1163233114639322 1.8662124691380508 2.1718163038603993 0.21365918300580489 0.51450444385409344 0.12400923643326678 0.27148614586985786 0.67160671000558092 0.43998155161898589 2.6270109153649632 0.45125883421860535 0.12503476414712977 0.58528800816657167 0.74000722251366724 0.11934098715050823 0.25700393323495418 0.21500667848158528 0.42085695673858836 0.60718035847094043 5.5266245960400076 0.17599283956224088 0.54944686231563544 3.6167915495507392 0.76026948984659437
leaf_count=429 2556 27 11 38 11 17 36 30 15 17 3 24 40 27 19 54 25 32 43 16 19 20 10 37 29 203 21 69 652 103
internal_value=7.20364e-06 0.000523595 0.00121147 -0.00233872 -0.0150843 -0.0577228 0.00035145 0.000871445 0.000146728 0.00101116 0.0083735 0.0277272 0.0621565 -0.000242236 0.000208787 0.00508129 -0.0011021 -3.76001e-05 -0.0119761 -0.00113725 -0.0259922 -0.000637075 -0.00151294 -0.000493273 -0.0010747 0.000237032 0.00158951 -0.00932351 -0.00136676 -0.00485837
internal_weight=66.336 34.4153 27.747 6.66822 0.881647 0.280642 25.355 24.1667 23.0504 21.1842 3.08182 0.91 0.395495 18.1024 17.8887 3.79243 14.0963 12.8394 1.25689 12.3881 0.244376 12.1437 11.4037 11.1467 10.9317 10.5109 3.35245 0.72544 9.90369 4.37706
internal_count=4633 2077 1582 495 66 55 1555 1544 1508 1478 82 67 64 1396 1379 163 1216 1146 70 1121 51 1070 1054 1034 1024 987 144 90 958 755
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 0 1 0 0 0 0 0 0 0 1 2 0 1 1 2 2 2 2 2 0 1 2 1 1
split_gain=0.00157774 0.00643393 0.00615549 0.0201123 0.070432 0.0506188 0.0361181 0.0173955 0.0783047 0.125292 0.0183105 0.0197438 0.0158514 0.0158165 0.048252 0.0119137 0.0110422 0.0409065 0.00846994 0.00819118 0.0500634 0.046857 0.0600614 0.112801 0.0942772 0.0383037 0.0493397 0.0121249 0.0511935 0.160864
threshold=41.184662530950007 41.11191809080001 0.34527409360000011 0.34488488370000009 0.34479506600000004 0.3447052483500001 0.47757552170000012 0.34569324270000007 0.48149755995000004 0.48847339900000003 0.47820424540000012 0.48077901860000011 0.48271009850000007 0.48032993025000009 0.47880302985000006 0.34584293880000011 41.600558339100012 0.47449178170000011 0.34542378970000004 0.3459626957000001 41.741384785950011 41.965446242000006 42.283941020600004 43.276780833950006 42.759119507950011 0.48185683060000012 0.34608245260000009 42.027798546600003 0.34626208795000007 0.3475943834000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -5 8 10 -10 18 -12 16 14 15 -9 -2 -18 -4 20 -15 -22 -23 24 -24 -21 -27 28 -28 -30
right_child=2 -3 7 6 -6 -7 -8 13 9 -11 11 -13 -14 19 -16 -17 17 -19 -20 25 21 22 23 -25 -26 26 27 -29 29 -31
leaf_value=0.00025449611316712134 0.011627119208701055 0.0086069385727347587 -0.00063588513507035376 -0.0074958456302539255 -0.046740971151600162 0.043736068157134662 0.011175309312917062 -0.10031530433049739 -0.066704617398911703 0.0035165703017439724 -0.018659957819950248 0.00094549272355397632 -0.017520361154954318 -0.0074291106761110856 0.059885077164979039 -0.012249480568297624 0.00077339019463010109 -0.04672404046876965 0.011492342285618951 -0.031826453406523347 0.03551380625846124 0.017969770336107967 -0.065984482954636325 -0.11370599139663135 0.10094986220677625 0.055668504629333204 0.0065721282161647762 0.00064096647505405401 -0.092991874960810905 -0.0055772008148230398
leaf_weight=32.39142693336143 0.67949192328121455 0.94927966689767984 1.1199129006637805 1.440571386636236 0.34336422729393223 0.25282993612927374 3.6896166518299651 0.018751994825614793 0.50462701171636559 0.51178374141454697 0.88613076290585047 1.2220408488065002 0.59097594546619792 1.7596388715319329 0.15557164512574673 0.084957182090123429 2.5411613903990364 0.19525481888183538 1.1852120759350411 0.39876705644201216 0.73786835372447945 0.61611909419298172 0.064651705557480454 0.11362104490399361 0.070966485887765884 0.15524790436029157 1.5669498741626728 10.341518673189327 0.24752033269032825 1.4082571267339594
leaf_count=1994 22 39 41 64 17 17 68 16 38 2 35 20 15 14 35 154 291 20 37 11 4 5 60 2 3 3 6 1330 14 256
internal_value=7.49187e-06 0.000492308 -0.000483768 0.00162654 -0.00317239 0.000339559 0.0059324 -0.00137026 -0.00632304 -0.0313468 -0.0005599 -0.00729529 -0.00239871 0.000145605 0.0246629 -0.0281729 0.000217438 -0.00261575 0.00560001 -0.000218037 0.00421728 0.0169999 0.00121357 -0.0402077 0.0213692 -0.0012745 -0.000386482 -0.00102805 -0.00638382 -0.0186447
internal_weight=66.2441 33.3407 32.9034 9.73327 4.60308 4.25971 5.13019 23.1701 5.42971 1.01641 4.4133 2.10817 4.00688 17.7404 0.259281 0.103709 3.41591 2.73642 2.30512 17.4811 3.36287 1.60323 0.865358 0.249239 0.135618 14.1183 13.7195 13.5642 3.22273 1.65578
internal_count=4633 2033 2600 514 382 365 132 2086 173 40 133 55 348 1913 205 170 333 311 78 1708 88 74 70 65 63 1620 1609 1606 276 270
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 1 0 1 2 1 0 1 0 0 1 0 0 0 2 2 0 1 0 2 1 0 2 1 2 1
split_gain=0.00174666 0.0106734 0.0104925 0.00465718 0.0337244 0.0643456 0.0501689 0.0603581 0.0408715 0.0177247 0.0200807 0.0227385 0.00654575 0.00476926 0.0322531 0.0223458 0.0174882 0.012001 0.00584347 0.0232253 0.030634 0.0211094 0.0194166 0.0284676 0.0171492 0.0204278 0.00917556 0.00920649 0.0514752 0.0877831
threshold=43.735142172100005 43.847394126900006 43.564719632750005 0.47396784530000008 38.110427674550003 0.34269932035000011 0.46898296455000005 0.32467590790000006 42.123054668150012 0.32168198560000011 0.41229304515000009 0.31168228495000011 0.47500074850000013 0.47721625100000004 0.34506451900000007 0.47757552170000012 0.47642286160000008 0.47709649410000005 42.844429421150004 42.91168285345001 0.48104847160000008 0.34503457980000002 0.51809826055000008 43.182896969600009 0.44844465735000011 0.54284302865000023 42.670715716450012 0.34515433670000012 40.21994457600001 0.3447052483500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 7 9 -7 10 11 -6 -5 14 16 -15 -14 -16 26 -20 -21 -22 23 -23 25 -24 27 28 -17 -30
right_child=1 -3 -4 12 5 8 -8 -9 -10 -11 -12 -13 13 15 17 18 -18 -19 19 20 21 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0047576691584409348 0.026261671243943976 0.00092977108772103435 -0.01180985570517046 0.0092795912700713197 -0.10026413724550634 -0.10376072548469902 0.087661592763794621 -0.10172837667170619 0.0044974814616489727 0.075226489152020126 -0.033489479213766896 0.10093439330167793 -0.0079695293524977423 0.014641503305470916 0.012714286082351568 0.0089634129513418807 -0.046506872685342343 -0.0067793564158909027 0.018826286917812809 -0.019004312050224324 -0.0080080755732500394 0.0026870533200039201 -0.081673046403476987 0.029136664895389686 0.0032372894521543066 -0.0037057222748933731 -0.0082842707726913292 0.00033923515603028734 0.0094563407856442863 -0.02116322634652501
leaf_weight=0.9719897435864352 0.17222007516663485 4.8627956746378009 0.76105416778817314 0.77364297360168066 0.0070952670091715122 0.13094552374586232 0.055117309095294331 0.062655132700001559 0.047532862729645076 0.037139654159545898 0.075445812823488723 0.026962300762534142 0.23263403171586006 1.0484924855118141 0.64573168224091382 2.0944174866890455 0.23845953252930485 0.6181310879328521 0.7972897203026762 0.69157577207079191 0.9965798091143373 0.85375381654739635 0.057802656571084188 0.77750446975369414 0.52804181103035042 0.080271660008293111 1.4380608164086357 42.939447744346126 1.4502151943743227 2.6421056486207135
leaf_count=214 24 1164 48 34 106 96 14 35 30 6 28 1 22 27 83 31 29 13 28 27 5 47 26 19 43 29 113 2199 31 61
internal_value=6.02904e-06 0.00179624 -0.000141543 5.67776e-06 -0.00566385 -0.0285353 0.00278022 -0.0195727 -0.0749291 0.0155293 -0.00471783 0.0590184 0.00014186 2.02488e-05 -0.00514394 0.00017912 -0.0274765 0.00318032 -9.48547e-05 0.00324608 0.000129318 0.00414648 0.00941902 0.0152937 -0.00496754 -0.0363455 -0.00041087 -0.000180394 -0.00378691 -0.0103124
internal_weight=66.1151 5.03502 61.0801 60.319 1.41488 0.442894 0.264415 0.209298 0.178478 0.146643 0.109503 0.0340576 58.9042 58.1305 1.73496 56.3956 0.471094 1.26386 55.3471 4.78282 3.98553 3.29395 2.29737 1.63126 0.666116 0.138074 50.5642 49.1262 6.18674 4.09232
internal_count=4633 1188 3445 3397 530 316 190 176 126 141 135 107 2867 2833 147 2686 51 96 2659 224 196 169 164 66 98 55 2435 2322 123 92
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 0 1 1 0 1 0 2 1 0 1 1 2 0 2 1 1 1 2 2 2 1 0 2 0
split_gain=0.00183839 0.040266 0.0164364 0.00831787 0.00830462 0.0120773 0.0110828 0.0059075 0.00433876 0.0168377 0.0258989 0.0178812 0.0315729 0.015704 0.0296065 0.0656592 0.0168556 0.0105949 0.0250856 0.024064 0.0143108 0.0122732 0.0261211 0.00871944 0.0070395 0.0196175 0.0317142 0.0082859 0.012308 0.023122
threshold=40.148327922700012 40.21994457600001 40.300545846000013 40.003678352300007 40.518963363600001 0.40115565405000009 0.48032993025000009 0.38045268105000002 0.39019789825000006 0.51809826055000008 0.37407562650000009 0.52432561900000019 38.110427674550003 0.39048232090000007 0.52769378160000013 0.39078171310000004 0.39500314360000005 38.621016321050007 0.48001556840000009 38.171717059500004 0.34479506600000004 0.3453339720000001 0.35585760905000008 39.788107623550012 37.995872310650007 37.140760352250005 0.36618664115000005 0.50218556330000019 35.119813570500007 0.50035927070000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -5 9 10 17 12 -11 -10 15 -15 -16 19 20 24 23 -20 -23 -19 25 26 27 28 -1 -30
right_child=1 2 4 7 -6 -7 -8 -9 13 11 -12 -13 -14 14 16 -17 -18 18 21 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0046692637259654326 0.022177986413025125 -0.011330634558730509 0.0040086141480603875 -0.015542514247566405 -0.0001284567549234488 -0.0014105435863234215 0.01977191544512821 -0.0024406654383770134 0.014226185433518702 -0.047622777617797596 0.028339351195592267 0.0006907476448022974 -0.0045492801417250789 -0.004933558862814204 0.028441920140355056 -0.10482458989392451 0.00049673449383389585 -0.018159781923743592 -0.0061985737821230284 0.033123661498666315 0.0075052257036236584 -0.006019783964108856 -0.047977321464995615 0.00038812361545939844 -0.0065017134223619398 0.017338716887581207 -0.053206515458673991 -0.014142519223567143 0.0040720885667936109 0.054273640300185368
leaf_weight=0.54895116209094508 0.82878796223485451 1.2586198270160327 1.0838019079232029 0.62095773386501452 42.666064950724611 1.585272162526741 0.75793663734293648 0.77198986303299932 0.85615128371864369 0.30093805494834647 0.3096962830168194 0.56635941285640001 0.39163631811970845 0.29348557905177575 0.22311215444642574 0.084820070503901945 6.6206993002883578 0.47263153660060264 0.51306695910170652 0.24246417720098623 1.3417704763312235 0.29233074840158224 0.30131993705708737 0.5465440284460783 0.99882053721103137 0.70240296783595102 0.11600957599875972 0.2717192000709473 0.34660214578773996 0.12477520387619734
leaf_count=135 34 34 17 18 2964 35 36 54 15 25 36 11 28 18 14 77 752 35 6 21 26 15 41 7 17 41 10 11 96 4
internal_value=5.32511e-06 0.000326552 -5.59093e-05 -0.000861278 0.000251959 0.00498811 0.0104957 -0.0082813 -0.00023359 -0.00182658 5.618e-05 -0.0124883 -0.0232656 0.00142049 -9.75738e-05 -0.0273302 0.00140776 -0.00122827 -0.00510345 0.00278093 0.000719852 -0.0175262 -0.0273162 -0.00821326 0.000414779 0.00368816 -0.00312136 0.00137565 0.00550823 0.0173606
internal_weight=66.0397 48.1805 47.3517 17.8593 46.0931 3.42701 1.84174 1.39295 16.4663 8.38804 7.1291 1.25893 0.692574 8.07827 7.22212 0.378306 6.84381 6.81941 3.46766 3.35174 2.36095 1.10672 0.593651 1.01918 3.10928 2.11046 1.40806 1.29205 1.02033 0.471377
internal_count=4633 3120 3086 1513 3052 88 53 72 1441 565 501 64 53 876 861 95 766 465 130 335 68 62 56 42 314 297 256 246 235 100
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 1 0 1 2 1 1 0 0 1 2 2 0 2 0 1 2 0 2 2 1 2 0 2 2 2
split_gain=0.00182808 0.00976853 0.0090443 0.0221602 0.00717975 0.00554911 0.0583572 0.0109361 0.00925989 0.0394162 0.0422691 0.0299335 0.0226193 0.00996873 0.0243473 0.00839651 0.0132824 0.0106187 0.00736332 0.0430539 0.0119766 0.0335558 0.0282485 0.06259 0.0927364 0.0259067 0.0215483 0.0436595 0.0220948 0.0106523
threshold=0.47787491390000009 0.47721625100000004 0.47811442770000007 0.34446573455000007 0.34491482290000003 0.34491482290000003 0.48265022005000008 0.34506451900000007 43.895345911700005 0.34566330350000002 0.34569324270000007 0.50947576420000018 0.52366695610000014 0.34524415440000006 41.489621506400006 44.131787411600008 0.50386215985000016 48.96897326980001 0.48458129995000004 0.34587287805000005 42.720329370750001 0.48104847160000008 41.965446242000006 42.206017975500011 0.34650160175000005 41.681597818500002 0.48119816770000007 40.408647214050006 41.037275035300006 42.684965421050009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -5 -7 13 -10 -11 15 -13 14 -9 -12 17 -17 20 -20 22 -22 25 -24 29 26 27 -15 -28 -25
right_child=2 4 3 5 -6 7 -8 8 9 10 11 12 -14 18 -16 16 -18 -19 19 -21 21 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.0010564239058905955 -0.01995742035903833 -0.0026389419021635423 -0.019470532323136169 0.016577122354551718 0.0080621962496774894 -0.0086842924700222188 -0.0077616005695801465 0.015427532892295346 0.090256555846715325 -0.1032405306997573 0.070726181407697861 -0.10105692252574117 0.0021870320124034747 -0.011009628471445349 -0.0035865898580724484 -0.056482940729407655 0.067493501236646589 0.03947294349387561 0.02269264546130894 -0.00021835573676954112 -0.0042815199727534534 0.019512725161023925 -0.0044838057840978279 -0.1042121392186367 0.023530772494191873 0.0099802719675187879 -0.0029159910071610523 0.0095093036802481826 -0.016600045391910397 -0.05067955544262074
leaf_weight=6.4040491895710954 0.23111862257428484 0.82124229520559344 0.58648778704104998 1.8591024278430262 2.6504404746956425 1.4781207505549208 2.0956089971587062 1.3291651407671445 0.058170532574874256 0.034581126645207405 0.077918437680864316 0.02232212798245653 0.42987797565516583 1.7576030946167955 1.3650736215640789 0.024370797695946189 0.040225326022195418 0.02189236821141094 0.84243596572196366 31.085776614961624 1.7565437023472434 0.89450369370115357 0.88070509550743625 0.17160937291464506 0.10018140758620575 1.5326142760459323 2.8235447421482007 2.5291835239622742 2.0270278309471905 0.04744880401995033
leaf_count=980 20 16 17 39 58 36 24 20 4 2 12 59 727 32 25 38 11 3 26 2192 29 36 13 35 6 34 26 27 29 57
internal_value=4.62751e-06 0.00125923 -0.000216217 -0.000134556 0.00553079 7.05665e-05 0.00367999 -0.000207516 4.38181e-05 0.0113876 0.00434225 0.0103758 -0.00290944 -0.000119923 0.00579376 0.0469168 0.0254666 -0.0110753 -0.000462941 0.000386158 -0.00232991 0.00374702 -0.00368714 -0.0182342 -0.0561682 -0.00205118 -0.00406922 0.00109644 -0.00863448 -0.0926168
internal_weight=65.9789 9.87573 56.1032 55.8721 3.47168 55.2856 3.95471 51.3309 49.8528 0.709359 0.651188 0.616607 0.4522 49.1434 2.69424 0.164407 0.0864885 0.0462632 46.4492 31.9282 14.521 2.65105 11.8699 1.19994 0.31924 10.67 9.13736 4.28679 4.85057 0.219058
internal_count=4633 1054 3579 3559 74 3542 63 3479 3443 856 852 850 786 2587 45 64 52 41 2542 2218 324 65 259 111 98 148 114 59 55 92
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=0 1 2 0 2 2 2 1 1 0 0 1 2 2 1 2 2 0 2 1 0 0 0 2 1 1 1 0 1 1
split_gain=0.00163882 0.00606987 0.0476079 0.0365631 0.0666892 0.00747249 0.0289059 0.0207747 0.0504911 0.0191015 0.0162365 0.0113787 0.0301535 0.00927902 0.052057 0.00880003 0.014278 0.0332872 0.0192279 0.0184535 0.0381178 0.0117302 0.0554504 0.0361534 0.00950541 0.00961491 0.00734523 0.026304 0.00508303 0.00435852
threshold=0.54504356155000011 0.42209814075000007 40.636252116050009 0.54284302865000023 42.686561923500008 38.751720283100006 39.427119987250002 0.34512439750000007 0.39078171310000004 0.5218855723000001 0.50218556330000019 0.39019789825000006 36.859113051050009 39.571921479100006 0.34527409360000011 37.995872310650007 36.257608591500009 0.47568935060000012 35.476804824450006 0.36510882910000009 0.50035927070000008 0.50035927070000008 0.49877249185000011 35.374259656300005 0.36551300860000008 0.36476452800000009 0.3975479776000001 0.52769378160000013 0.3584174126500001 0.34708541665000009
decision_type=2 2 2 2 2 2 2 2 2 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 10 7 -7 9 -9 15 12 -12 14 -8 16 18 -18 21 20 -20 22 23 24 25 28 27 -13 -1 -15
right_child=-2 2 3 -5 -6 6 13 8 -10 -11 11 26 -14 29 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.010683036190528634 -0.0013890785585219925 -0.0026426569533014818 0.088398445629432401 0.10089189006744033 -0.10116283048514794 -0.0011901193470882929 0.017664768349390635 0.022085882568879351 0.0014141470682782296 0.055981061473253636 -0.00028979329861996523 -0.0078479144002934348 -0.034643951603012826 -0.00052072130983063828 -0.038437155442062214 -0.0043442087501632106 -0.00075275970916294666 0.036285702982362771 0.094073397062009317 -0.10171157864291441 -0.1034234897706756 -0.0053371098886005469 0.097611177940519211 0.079464561134995282 -0.10326416575855767 0.10005779340734698 -0.0092970850026619593 0.027978606767886788 -0.10107914946474424 0.0015442879169701991
leaf_weight=0.014085464058023134 7.4819818106559941 0.72149643356260773 0.042728826783843515 0.088058547691616695 0.032809925107114196 0.82107869949299983 0.31488801818340917 0.33397990655612353 0.77624246556661092 0.33107778616249561 0.53104444610653467 0.7309157347847306 0.49238902896195214 33.689192185760255 0.34838564718643283 1.2389452991838679 0.58963594144576326 0.41232240466342773 0.019814674874510274 0.03721378231421113 0.019282665103673935 0.53095427685184404 0.063123421434283955 0.023709240951575339 0.032307563393260352 0.0050906290998682371 1.2283170270886214 0.28478011080551369 0.011140287720369457 14.672611338606236
leaf_count=117 1730 24 9 5 107 27 10 28 21 13 46 44 35 1187 38 42 47 33 44 4 1 5 9 7 4 3 63 28 13 889
internal_value=4.38639e-06 0.000182797 0.00840108 0.0571061 0.00606334 5.64088e-05 0.000454661 0.011506 0.0187387 0.0389595 -0.00320378 -0.00807982 -0.0168181 -5.53283e-05 -0.0118029 0.00211115 0.00665879 0.0144892 -0.00370925 -0.0513073 -0.00333135 0.00162909 0.026377 -0.0257067 -0.0655242 -0.0253054 -0.00409453 0.0021971 -0.0506041 0.000105787
internal_weight=65.9196 58.4376 0.885094 0.163597 0.0755388 57.5525 51.2875 2.26238 1.4413 0.665058 6.26507 3.26745 1.02343 49.0251 0.663274 2.99763 1.75868 1.00196 0.756722 0.0763111 0.0390973 0.680411 0.149457 0.0863332 0.0626239 0.0303164 2.24401 1.0157 0.0252258 48.3618
internal_count=4633 2903 145 121 116 2758 2213 89 62 41 545 216 81 2124 48 329 287 80 207 49 45 158 153 144 137 133 135 72 130 2076
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 1 2 2 1 2 1 0 1 0 1 1 2 2 2 0 0 1 1 2 0 0 0 2 1 1
split_gain=0.00167437 0.00795095 0.00750367 0.00930566 0.00854199 0.0294995 0.00599852 0.0282169 0.0979569 0.0580684 0.036675 0.153405 0.0871895 0.0834864 0.0931508 0.0728344 0.0635722 0.0266513 0.0262633 0.0212639 0.0185866 0.0154359 0.0356737 0.0261755 0.0184081 0.0315447 0.0637454 0.022285 0.0152695 0.0851442
threshold=0.47787491390000009 0.47736594710000008 0.47938684470000009 0.47961138885000004 0.47847369840000004 0.34548366815000003 41.243661560350013 41.873095646600007 0.34569324270000007 41.489621506400006 0.34626208795000007 0.49194634890000005 0.36994401365000007 0.52688542260000015 0.40115565405000009 0.41917906650000009 41.319407281650008 41.909642283050012 41.542492784600007 0.55788748840000013 0.48032993025000009 0.34491482290000003 0.34512439750000007 40.890797847750008 0.48119816770000007 0.48320409570000006 0.5206281249000001 41.087689990200012 0.34494476210000008 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 -6 21 8 9 -8 -10 -12 -13 -14 -15 -16 -17 -9 -18 -20 -19 -5 -23 -24 -25 -26 -27 -28 -22 -30
right_child=2 -3 3 6 5 -7 7 17 10 -11 11 12 13 14 15 16 18 20 19 -21 28 22 23 24 25 26 27 -29 29 -31
leaf_value=-0.00057618281348120932 -0.00094730847119929682 0.0057264903631279764 0.0072205863428070304 0.0097884870790266205 -0.032170432970987137 -0.0015290799879147145 -0.017465861704780691 0.021011035779020065 0.0041230196108693077 -0.070973958608987614 -0.1097996432453565 0.076174610790873273 -0.088654896047229426 0.020666198914787978 -0.10521285585227812 0.082167850799126807 -0.10366687529787944 0.02259308082898949 0.045881058987587681 -0.05121338177081089 -0.012154405448674493 -0.017290004262929766 4.9385867770084321e-05 0.025294564501972074 -0.011766898259801695 0.063741837566793316 -0.027733408325906053 0.015150078814296954 0.063080818698488167 -0.00067962661979789282
leaf_weight=7.0782812516095301 2.9318613485766027 2.7907083274039906 1.7892150201369066 1.819193362724042 0.43639964503790896 1.1219988388065756 0.50548132800031798 0.61852791005589125 3.1336983111687009 0.33872091490775347 0.15325375949032594 0.12314656854141492 0.1273975318216003 0.60990495406531409 0.12575018950565209 0.056145146295815351 0.048040514173534499 0.35273724982471577 0.037297371251042932 0.057066803822017675 1.0707933718363172 1.1084199142642344 21.857640475511349 0.68199998140335205 0.608438955619931 0.22274134936014889 0.18742949831105093 0.34283842799068687 0.21233842405490477 15.324561210955672
leaf_count=1000 57 54 41 21 45 29 28 12 24 19 5 13 34 13 12 11 25 28 20 57 13 10 1425 5 5 31 38 30 7 1521
internal_value=5.05382e-06 0.00120606 -0.00020659 0.000135161 -0.00412719 -0.0101096 -0.000119796 -0.00130877 -0.00769278 -0.038935 -0.00179462 -0.0156542 -0.00347594 -0.0127155 -0.00235959 -0.0456638 -0.00794876 0.000621765 -0.0434786 -0.0128369 -0.000121809 0.00089484 0.000247915 0.00106124 0.0118845 0.00516691 0.0188496 -7.59919e-06 -0.000604259 0.000191769
internal_weight=65.872 9.86899 56.003 51.5128 4.49026 1.5584 49.7236 22.8949 5.3159 0.844202 4.4717 1.338 1.18475 1.0616 0.934205 0.3243 0.19855 17.579 0.142405 0.0943642 16.9604 26.8287 25.0095 23.9011 2.04345 1.36145 0.753009 0.530268 16.6077 15.5369
internal_count=4633 1054 3579 3448 131 74 3407 1842 261 47 214 190 185 172 138 125 113 1581 102 77 1569 1565 1544 1534 109 104 99 68 1541 1528
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=1 2 2 1 2 0 2 2 2 1 2 0 2 1 1 1 2 2 0 0 0 1 2 1 2 0 2 2 1 0
split_gain=0.00140376 0.00923601 0.0683897 0.0612875 0.0556602 0.0407146 0.0213034 0.0465481 0.0175096 0.0404196 0.0101192 0.0138523 0.022795 0.00973383 0.0555299 0.0450643 0.019245 0.0192931 0.0436253 0.0571505 0.0404077 0.0125028 0.0236834 0.0135051 0.0129636 0.0321524 0.0369859 0.0315747 0.00626016 0.0115901
threshold=0.34545372890000009 40.574766824850009 41.037275035300006 0.34494476210000008 40.94178426300001 0.48032993025000009 40.767054867700004 40.722669576350008 41.243661560350013 0.34458549145000011 40.165165956550005 0.47697673720000006 38.983591653800012 0.34488488370000009 0.34479506600000004 0.3447052483500001 41.559097512700014 42.580420142950011 0.48185683060000012 0.47757552170000012 0.47076434840000009 0.34512439750000007 43.084051236300006 0.34503457980000002 42.982930821650008 0.47961138885000004 41.444941515100005 42.455548714850003 0.32168198560000011 0.43572048740000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 6 10 7 -5 9 -4 11 12 -1 14 15 16 -10 18 19 20 28 22 23 -15 25 26 -23 -28 29 -18
right_child=-2 2 8 4 -6 -7 -8 -9 13 -11 -12 -13 -14 21 -16 -17 17 -19 -20 -21 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014181258715454666 -0.00031967586820895943 0.00085978621605928805 -0.0047433349397477537 -0.11248714722873408 -0.023965435625602206 0.020157426200034505 -0.11581836523796774 0.018788519094858878 -0.018421502786532092 0.037679722085817928 0.0053196313404107855 -0.0098439250240344132 0.031837833882315703 0.024016473576769833 -0.042312629175778424 0.041318513740777864 -0.10027684542009066 -0.0014743225934564699 0.10105935094581031 -0.10261004785730157 0.084004065988013604 -0.0090479388521032909 -0.0033340746687032258 0.0055975650057849304 0.01220012366843083 -0.013809797954171485 0.027121832659253272 -0.0028909754356219804 -0.10109777484835328 0.10006293246220842
leaf_weight=1.7155238989504824 44.178236796424947 0.64595530240097676 0.48506665698709994 0.059555200697843702 0.5416850121691823 1.2299788161762988 0.10663079330697656 0.04942810907959938 0.64768482940235106 0.41823411238146946 2.3207958899324126 1.6640737417037597 0.23425517737996404 0.89363032080427751 0.3360313408593355 0.24760224964120414 0.0060362470892715292 3.1140432923800789 0.060985200107097626 0.039117976528359577 0.065701382292900234 1.1530715782776613 1.0785380795859962 0.71786106306535657 0.70341933311718197 1.5641723490571164 0.8633255055392508 0.59014149866703747 0.015912415412230985 0.0055362171260640025
leaf_count=205 3559 17 16 58 8 21 4 3 26 33 50 40 24 26 17 17 41 248 2 4 6 8 16 21 51 39 30 24 16 3
internal_value=3.21283e-06 0.00066441 -0.000794577 -0.0217684 -0.0410697 0.0035987 -0.0840405 -0.0529486 0.00146833 0.0148988 0.000166835 -0.00314226 0.00257739 0.00046594 -0.00319519 -6.7458e-05 -0.00265841 0.000428524 0.0310849 -0.00116965 0.0414133 0.0026627 0.0081353 0.0158115 -0.00035763 -0.00247558 0.00432603 0.0149359 -0.0603981 -0.00443516
internal_weight=65.7522 21.574 14.4094 1.40325 0.757299 7.16463 0.215614 0.108983 13.0061 0.903301 5.93465 3.61385 1.94978 12.1028 4.53865 4.20262 3.95502 3.30733 0.193289 0.132304 0.0931863 7.56416 2.69003 1.61149 4.87413 4.17071 2.60654 1.45347 0.0274849 0.0115725
internal_count=4633 1074 734 90 73 340 65 61 644 49 319 269 229 595 380 363 346 320 72 70 66 215 63 47 152 101 62 54 60 44
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 0 1 1 2 0 1 1 1 0 2 2 0 1 2 0 0 2 1 0 1 2 1 0 1 0
split_gain=0.0015726 0.0214162 0.00630885 0.02962 0.0491119 0.0250738 0.0172956 0.0161207 0.0115326 0.00686843 0.0187672 0.00566711 0.00558645 0.00549504 0.00441591 0.0225593 0.00532387 0.0170528 0.00302029 0.0076213 0.00288753 0.0326066 0.0595723 0.0429358 0.0550118 0.0356204 0.0149348 0.0180574 0.0201871 0.00388334
threshold=43.895345911700005 43.930205408700004 44.578137159850009 0.47787491390000009 0.34569324270000007 0.47774018740000007 0.34491482290000003 0.34614233110000009 44.202975721700007 0.49405706415000006 0.40651477500000005 0.42209814075000007 0.43593006200000012 0.56300709560000006 45.044778924400006 44.749265482150008 0.47648274005000008 0.4417083321000001 43.564719632750005 0.49588335680000006 0.47396784530000008 38.110427674550003 0.34269932035000011 0.46898296455000005 0.32467590790000006 42.123054668150012 0.32168198560000011 0.41229304515000009 0.31168228495000011 0.47500074850000013
decision_type=2 2 2 2 2 2 2 2 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 3 5 -5 6 -3 -6 9 -9 -11 -12 -13 -14 15 -4 -17 -18 20 -20 21 -1 23 24 26 -24 27 28 -23 -22
right_child=1 2 14 4 7 -7 -8 8 -10 10 11 12 13 -15 -16 16 17 -19 19 -21 29 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0054590150908793815 0.052107782258294447 0.053221656332204548 -0.10201421941158891 -0.071251576807626116 0.10092408132250491 0.1009154657786397 -0.039376691511739642 0.078289554706211864 -0.10047019253527432 -0.068816426195696778 0.10011542950734163 -0.10020965573188903 0.10020015255770852 -0.10006795811270852 0.00012194947227420113 0.075453369018690555 -0.10025834874971125 0.048093329944788391 0.0037283939999130768 -0.0089631747717268621 0.0072177521152001801 -0.10023462040607317 -0.10341875413184039 0.084925060709281186 -0.10156909436824982 0.00044592307020596759 0.072881364991316894 -0.030269323769067952 0.10086235500376511 2.2622625040124795e-05
leaf_weight=0.97448688969957387 0.083353116864014587 0.047762347755602286 0.024775307925029799 0.079223757609724998 0.026670368388295174 0.055699342861771584 0.03491752742911558 0.017233522492460907 0.0083692411387830123 0.019920517806895077 0.015012325602583587 0.003430153231931854 0.0058605335652828217 0.0017881105849255619 3.3287630510872854 0.011468231668561479 0.011851919191400384 0.022378932480933145 0.78112364185674366 1.2000617552199626 0.75998456886850263 0.0062423433820022458 0.1191875573111334 0.050809092869712913 0.056386888954421011 0.045671391751214263 0.034239299478940666 0.073449626757110309 0.024919146671891212 57.765821289406688
leaf_count=214 16 31 32 6 1 3 16 3 24 9 6 11 1 121 758 9 77 4 36 72 34 106 96 14 35 30 6 28 1 2833
internal_value=3.4211e-06 0.00197844 0.000853727 0.0143717 -0.0126649 0.0490535 0.0141153 0.0345597 0.00984455 0.0244425 0.00427426 0.0600789 0.00582728 0.0533812 -0.000402488 -0.0251736 0.0164848 -0.00327121 -0.00011779 -0.00395926 9.24221e-06 -0.00450304 -0.0281287 0.00303862 -0.0182717 -0.0746448 0.0155552 -0.00320774 0.0605781 0.000116055
internal_weight=65.6909 3.79848 3.71513 0.315888 0.177509 0.138379 0.0826799 0.0982848 0.0716144 0.0632452 0.0460116 0.0260911 0.0110788 0.00764864 3.39924 0.0704744 0.0456991 0.0342309 61.8924 1.98119 59.9112 1.38539 0.410905 0.246046 0.195237 0.164859 0.13885 0.104611 0.0311615 58.5258
internal_count=4633 1128 1112 232 182 50 47 176 175 151 148 139 133 122 880 122 90 81 3505 108 3397 530 316 190 176 126 141 135 107 2867
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 0 0 0 1 2 1 1 1 0 0 2 2 2 1 0 1 1 0 2 2 0 0 1 2
split_gain=0.0013762 0.0102842 0.00755195 0.0512661 0.010147 0.0242659 0.0106946 0.0372613 0.00842418 0.0074182 0.030032 0.00669426 0.0367818 0.00758414 0.00561871 0.00941247 0.0055658 0.00550214 0.0128281 0.0223066 0.0561262 0.0103499 0.0399989 0.0247671 0.0138321 0.0308379 0.0212154 0.0102318 0.0654382 0.0272333
threshold=38.060777288450005 37.892416320650007 0.49820364660000011 0.49194634890000005 0.54191491270000014 36.558960102350007 0.50452082270000009 0.52324780695000006 0.5218855723000001 0.36476452800000009 35.476804824450006 0.34422622080000004 0.34269932035000011 0.34007963835000005 0.54284302865000023 0.54585192060000021 37.345948426100009 39.476991512000005 39.788107623550012 0.34524415440000006 0.52252926560000013 0.39048232090000007 0.37977904855000005 0.53499895210000015 39.262923716450011 38.621016321050007 0.47868327295000007 0.54191491270000014 0.42307116555000007 39.117456157700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 -4 -11 12 13 16 -6 -16 -1 21 19 -19 -21 22 24 -23 25 -2 -27 -25 -29 -30
right_child=17 -3 4 -5 14 6 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 23 -24 27 -26 26 -28 28 29 -31
leaf_value=0.018471407870412026 0.0059727331151483848 -0.024543764267638286 -0.0015336568948578952 0.061730643232112005 0.011609959133468496 -0.0063753007451900282 -0.0057872711692817935 -0.058892048141703013 -0.0079575677728817972 -0.0039334989811108936 0.048361968727766109 -0.0077724074965950882 0.10039817283262516 -0.10243400619679471 -0.027852827582785233 0.0019107299540560584 -0.10031184612167554 0.010952953064992069 0.0001037498559297937 -0.048897796005410603 -0.0021884734074466648 -0.026532268221721406 0.034653747068316594 0.0069276793740605611 0.014775548934431386 -0.0005022288381936464 -0.043030678413308432 -0.054067609527510968 -0.0023873462604899337 0.03970397605097311
leaf_weight=0.017317811486472434 1.1955140225713297 0.18689669538812825 0.54411857033846922 0.14648366773326416 0.54297072604094898 0.36136048659682263 0.30745857287911349 0.23169484752517633 0.68322640871110696 0.29358430425372717 0.17543328775536793 0.5489185952144543 0.033662068788544275 0.013978182699818043 0.1137794288065378 1.6058438781126376 0.0051083317339362102 0.43003729090560394 52.125335261389885 0.35874108128942339 0.90932357753660109 0.33561020249976037 0.45392663590610016 1.7669073081342506 0.63204185028985183 0.21100911063058436 0.26412218792665954 0.22115935868350767 0.72864736610433933 0.19481195201626633
leaf_count=113 38 35 6 27 4 15 17 44 45 41 16 85 6 4 16 415 14 20 3266 33 64 49 22 15 17 16 29 18 109 34
internal_value=2.67882e-06 -0.00146643 -0.000699648 0.00853247 -0.0021539 -0.00641923 -0.0196867 -0.0286084 0.00062379 0.00641078 0.0156273 -0.00405695 0.0250509 -0.0446206 0.0027416 -5.85854e-05 -0.0085856 0.000145393 -0.000174896 -0.00872827 -0.0154027 0.00301678 0.00752306 -0.000808779 0.00217482 -0.00259232 -0.0241435 0.00215636 -0.00520897 0.00649219
internal_weight=65.639 5.81184 5.62494 0.765469 4.85947 2.59688 0.900514 0.539153 1.69636 1.01314 0.469018 0.618985 0.0700664 0.0364043 2.26259 1.71962 0.0224261 59.8272 53.8234 1.6981 1.26806 6.00375 2.75661 3.24714 2.30269 1.67065 0.475131 2.91153 1.14462 0.923459
internal_count=4633 903 868 249 619 184 76 61 108 63 57 222 137 131 435 431 127 3730 3383 117 97 347 122 225 100 83 45 176 161 143
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 1 0 1 2 1 0 1 0 0 2 2 2 2 0 2 0 1 0 1 0 0 1 1 1 1
split_gain=0.00135194 0.00880078 0.00747967 0.002775 0.0280807 0.0525668 0.0375277 0.049657 0.0344438 0.0141889 0.0379871 0.018254 0.00352799 0.00574394 0.0356055 0.0789955 0.042993 0.025261 0.00646199 0.0289871 0.00514025 0.0228235 0.0277563 0.0134703 0.0120928 0.00727052 0.031708 0.0148145 0.0102175 0.00656602
threshold=43.735142172100005 43.564719632750005 43.847394126900006 0.47396784530000008 38.110427674550003 0.34269932035000011 0.46898296455000005 0.32467590790000006 42.123054668150012 0.32012514595000008 0.41229304515000009 0.31168228495000011 0.47500074850000013 0.47697673720000006 41.404176814550006 42.546237522150008 42.720329370750001 42.783136484500005 0.47757552170000012 41.362929270750008 0.47938684470000009 0.34503457980000002 0.47774018740000007 0.34527409360000011 0.47961138885000004 0.48077901860000011 0.34494476210000008 0.34548366815000003 0.3447052483500001 0.34482500525000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 9 -7 10 11 -6 -5 14 -14 -16 -17 -18 19 -15 21 22 -20 -23 -22 26 -26 -28 -27 -30
right_child=2 -3 -4 12 5 8 -8 -9 -10 -11 -12 -13 13 18 15 16 17 -19 20 -21 24 23 -24 -25 25 28 27 -29 29 -31
leaf_value=0.0046194688150378608 0.022260702646325774 -0.010801886628766487 0.00085946594158755924 0.0068878564715988454 -0.10021229107445431 -0.1031021242386877 0.082074453603428424 -0.10141808769337257 0.00039096745162600291 0.043144850189346967 -0.10135657368174003 0.1007795307708145 0.0031696946236501027 -0.0070025063958561538 -0.10354649828888032 0.10049961595649853 0.026337646303656051 -0.10331135675451653 -0.0013190047664944483 0.017947357542190925 0.0084134789202050843 0.0069639600200645281 -0.033857592543996076 -0.0037385652118469346 0.010418496764004409 0.0090005898292730129 -0.02921076016787344 -0.0069069587055095895 -0.0076520102626354281 0.00019013296094975562
leaf_weight=0.96964883971189553 0.16902565971347794 0.76273120942717199 4.8268903535970766 0.75842143705835852 0.0056500852471065002 0.10869026642861268 0.047516362657006539 0.051089048448147878 0.045670318274616789 0.075355748776928522 0.029811840972513437 0.022563042119145393 0.67497687231661885 0.89796703326282912 0.10784912376948341 0.039780032107955776 0.032645590195897967 0.027848278288033157 0.57540205190889426 0.96724258722679224 1.7689970380160946 1.8017376450297886 0.48156309141393194 3.3861309401822837 0.74449469707906146 1.2968204803764738 0.4898891035991253 0.75950177220579462 1.0951363164931525 42.553504511942265
leaf_count=214 24 48 1164 34 106 96 14 35 30 20 14 1 26 19 38 3 3 44 6 41 40 23 40 83 9 22 30 25 10 2371
internal_value=2.41658e-06 -0.000127978 0.00158353 8.12868e-06 -0.00446409 -0.0272619 0.00282688 -0.017586 -0.0724819 0.0145244 -0.0226444 0.060528 0.000111863 2.28003e-05 -0.00798017 -0.044141 0.0197523 -0.0333461 0.000147186 0.00593576 -4.9288e-05 -0.00275036 -0.0161439 -2.1597e-05 0.000297013 -8.87073e-06 -0.00591777 -0.0156523 0.000253262 -6.62496e-06
internal_weight=65.5746 60.5786 4.99592 59.8159 1.356 0.386347 0.231986 0.18447 0.154361 0.133381 0.058025 0.0282131 58.4599 57.7015 0.8831 0.208123 0.100274 0.0604939 56.8184 1.86521 54.9532 6.24483 1.05697 5.18787 48.7083 46.9393 1.99389 1.24939 44.9455 43.6486
internal_count=4633 3445 1188 3397 530 316 190 176 126 141 121 107 2867 2833 114 88 50 47 2719 60 2659 152 46 106 2507 2467 64 55 2403 2381
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 2 1 2 1 2 0 1 1 2 1 2 1 0 2 1 2 1 1 1 1 2 1 2 2
split_gain=0.00157799 0.0391291 0.0811362 0.0624825 0.0402925 0.0207524 0.00901417 0.00631172 0.0562053 0.0794056 0.0853077 0.0321234 0.015983 0.0220021 0.0142567 0.0140229 0.0348628 0.0162093 0.0118605 0.0335251 0.0311242 0.0743227 0.020844 0.0179925 0.0179349 0.068553 0.107559 0.0646418 0.0930759 0.0351331
threshold=41.559097512700014 41.741384785950011 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.43349001525000008 41.772405911750006 0.40115565405000009 41.184662530950007 0.41917906650000009 41.319407281650008 0.5380527529500001 0.39394030120000006 0.39563186730000005 41.257948413050009 0.39048232090000007 38.324118171300007 0.39019789825000006 0.51017933595000009 40.099856909850011 0.38906020780000011 37.500638522700008 0.36880632320000012 0.37043801085000005 0.3584174126500001 0.3459626957000001 40.767054867700004 0.34650160175000005 39.852039223600009 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -5 -6 -3 12 11 -10 -11 -9 15 -14 -15 17 -17 18 22 20 21 -20 24 -24 25 -1 27 -27 29 -29
right_child=1 6 3 4 5 -7 -8 8 9 10 -12 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.00017557840568153333 -0.0024789379255652313 0.011093900522086947 -0.10910733891384319 0.09938394490077232 -0.1011970417503769 0.015706468152489446 -0.00021465010282397678 -0.024272113666349751 -0.10445274597900367 0.083617959946254539 -0.092583566525861138 0.00068665373039893053 0.023043449239880942 -0.0032438255662075367 0.015878439445350553 0.010383532747499979 -0.042262839218984979 0.014339763725702698 -0.0095801813612669835 -0.032922892519168717 -0.025230653420045508 0.043979506116909969 0.0063309075110798739 0.042421165267611499 -0.010122756820021193 -0.014783628072425288 0.075792652219888235 0.04214793473478548 0.08722830118305698 -0.06022970750676046
leaf_weight=20.53276607866708 0.62547695818560001 0.72677120550469254 0.15389024338219315 0.02659221799694933 0.03338971494974885 0.027851071669225291 23.395156915318221 0.54368549443112968 0.12549950345237393 0.066668586895435311 0.046740844522481506 10.008985868274509 0.75338011787789416 1.2505767179995757 0.5665044240140561 0.2499130549556402 0.25324519666548895 0.84814365324564178 0.81812127219745778 0.40204808378166479 0.38731604834902089 0.37916149244119879 0.38392216060310502 0.21577433857601136 1.5050281590209866 0.5344376596622159 0.30482197541277856 0.055101777770101168 0.18955460504366783 0.085583036368259258
leaf_count=620 20 17 8 26 17 38 2255 44 9 16 38 924 21 93 10 27 44 17 36 19 27 30 17 40 94 5 29 46 30 16
internal_value=7.11397e-07 -0.000624223 -0.0214942 -0.0706974 -0.0034003 -0.0480317 0.000126066 0.000386239 -0.00168513 -0.0496487 0.0109978 -0.00059925 0.00113849 0.00867511 0.00271785 0.000424814 -0.016114 0.000737166 0.000289887 -0.00713324 -0.000589835 0.00738137 0.000909333 0.0193164 0.000433679 0.00116576 0.0247154 0.00670931 0.0414921 -0.0201316
internal_weight=65.4961 24.9891 0.8672 0.241723 0.087833 0.0612408 24.1219 40.507 10.7916 0.238909 0.113409 10.5527 29.7154 2.57046 1.81708 27.1449 0.503158 26.6418 25.7936 1.98665 1.5846 1.19728 23.807 0.599696 23.2073 21.7023 1.1695 0.864677 0.330239 0.140685
internal_count=4633 2381 109 89 81 55 2272 2252 1031 63 54 968 1221 124 103 1097 71 1026 1009 112 93 66 897 57 840 746 126 97 92 62
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 2 1 1 0 2 1 1 2 1 0 1 0 0 1 1 0 2 2 2 2 2 2 1 0
split_gain=0.0018505 0.00941855 0.0889579 0.0248784 0.102383 0.00826525 0.0327598 0.0610312 0.0666525 0.0491434 0.035068 0.0104195 0.0109017 0.00977217 0.00697769 0.0164908 0.00650739 0.0227849 0.0205531 0.0192007 0.031415 0.051397 0.0110031 0.0442295 0.00854182 0.00377834 0.0407115 0.0216415 0.0159139 0.0460394
threshold=0.54695967185000016 0.5541600551000001 0.42663393310000008 0.42111014640000005 38.110427674550003 0.41917906650000009 40.858951393400005 0.42111014640000005 0.42473279245000012 0.54284302865000023 40.00488309970001 0.41808628485000005 0.4172030777500001 42.686561923500008 0.40651477500000005 0.53866650695000018 0.43220262865000009 0.55980359870000018 0.5619592227500001 0.43837010870000009 0.44512140355000007 0.57559653900000007 41.641174900500005 40.858951393400005 40.300545846000013 38.751720283100006 38.324118171300007 39.427119987250002 0.39078171310000004 0.48032993025000009
decision_type=2 2 2 2 2 2 2 2 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 11 10 -8 -9 13 -7 12 14 -10 25 -16 24 -18 -19 22 21 -21 23 -20 -3 26 -1 28 29 -27
right_child=1 16 -4 -5 -6 6 7 8 9 -11 -12 -13 -14 -15 15 -17 17 18 19 20 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00026190219770880029 0.097632781039935224 -0.016113805222538996 -0.079745286931760556 0.041394816505660501 -0.10212073991565798 0.012785086242590581 0.071974966219025119 -0.10415047553958474 0.026781545504699383 0.065472619319842829 -0.015956172625691007 -0.0079288187978256673 0.0094590510472971328 -0.10118447011357797 0.0045917390283818933 -0.018846550841630852 0.031004104288903267 -0.03102449810534413 -0.0095428331807940678 -0.10310161538210819 0.00056113616349756895 0.040912016707141868 0.0065510911549605706 0.10136698879371769 0.00097529335059829802 0.00048853658811273248 -0.037878994523680404 -2.5493708851693327e-05 -0.0030420149169132289 0.036475849567957012
leaf_weight=5.2422413312293159 0.043390470847500917 0.56815385193189072 0.14398033299500668 0.16731668802887611 0.062789881496470912 0.99259549217686049 0.19484792713774376 0.052049941608856898 0.0076568372707015433 0.098244369826716138 0.74176721130515944 1.6301532038560242 1.2386096647078364 0.027050023141291818 0.5788912131470727 0.6235041275989488 0.24037555131382493 0.21149802063723644 0.072619256316814318 0.072115848651620129 4.1541812319682592 0.037756013762038521 0.14827006489394989 0.071218461729586124 0.60283679124725964 0.81501754636201373 0.30441090397114479 45.010708719828969 0.61300883902003978 0.63050478327113524
leaf_count=482 12 66 34 17 39 40 26 8 7 10 17 21 13 103 55 27 38 19 33 30 1269 29 21 12 77 30 40 2007 13 38
internal_value=1.02313e-06 -0.00158716 -0.0161243 0.0173685 -0.0204917 0.00017919 0.00631826 0.032917 -0.0082199 0.0293366 0.000492777 -4.97741e-05 0.000183513 -0.0729533 -2.99606e-05 -0.00756223 -0.000604975 0.000964255 -0.000550292 0.000864327 -0.000834775 -0.0536132 0.025667 0.045372 -0.00731618 0.000142169 -0.0023264 0.000433066 0.0104597 0.0161854
internal_weight=65.3978 6.5965 0.417477 0.273497 0.10618 58.8013 2.11421 0.379849 0.185001 0.132951 1.73436 56.6871 55.0569 0.0347069 53.8183 1.2024 6.17903 5.00803 4.76766 4.55616 4.26405 0.109872 0.292108 0.143838 1.17099 52.6159 5.54665 47.0692 2.05853 1.44552
internal_count=4633 1696 102 68 51 2937 211 154 128 120 57 2726 2705 110 2692 82 1594 1451 1413 1394 1328 59 66 45 143 2610 522 2088 81 68
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 2 2 0 0 0 0 2 2 1 1 1 1 2 2 2 1 0 0 0 1 0 0 1 0 0
split_gain=0.00174778 0.00963448 0.00550789 0.0428681 0.00740946 0.00642855 0.0337197 0.0162047 0.030887 0.0413385 0.0155457 0.0478853 0.0175356 0.00916188 0.00598368 0.0333277 0.00707527 0.0049699 0.00476202 0.00917387 0.0200392 0.0477405 0.00907876 0.0938673 0.0840042 0.0255924 0.0174435 0.00872082 0.0613721 0.0272768
threshold=38.060777288450005 37.892416320650007 0.49820364660000011 0.49194634890000005 0.4995209724000001 35.119813570500007 35.771221912400001 0.50386215985000016 0.5195503128500002 0.52324780695000006 0.54191491270000014 35.887362732750006 36.859113051050009 0.42307116555000007 0.34422622080000004 0.34269932035000011 0.34007963835000005 37.345948426100009 39.476991512000005 39.788107623550012 0.34524415440000006 0.52252926560000013 0.48911709230000006 0.52157121045000021 0.39048232090000007 0.47396784530000008 0.53499895210000015 0.41808628485000005 0.54450465555000005 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 -4 -6 -7 -8 -9 -10 11 -11 -13 -12 15 16 17 -1 22 20 -20 -22 25 -24 -25 -2 -26 -28 -29 -30
right_child=18 -3 4 -5 5 6 7 8 9 10 13 12 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 24 26 -27 27 28 29 -31
leaf_value=0.01627478267228229 -0.0028179871187075933 -0.023986420757761317 -0.019629068651955309 0.057031260402778484 0.0036156915876763918 -0.045162029451921444 0.021118791985128768 -0.03886435253886289 0.045763274184087252 0.0024671919609363969 0.010766580059687425 -0.014076397552185833 -0.067321088354002315 -0.0065962403643895209 -0.0077226277116249492 0.10030108727822321 -0.10220623569410331 -0.10028330051837411 0.011439278881514317 9.9748452497458809e-05 -0.045271750296685211 -0.0016886368263220716 -0.050880349480987755 0.052235737166449719 -0.022177974115596188 0.019566101796988852 0.0069764988084486711 -0.05380461577074367 0.043007017921500613 -0.0012741339452848278
leaf_weight=0.017249330170173605 1.03324941843092 0.18702429265930742 0.23102967253362283 0.13973133883700939 1.6959428445503939 0.18738419284145624 0.28814232232980419 0.22959960067782992 0.17883114671713007 0.52462736963207168 0.65382187262327207 0.094101123688915322 0.1804968371617548 0.56786326517350738 0.54996875441150228 0.030622752285125898 0.012726645133658621 0.0046427767192653837 0.42200573044829237 51.95194533033667 0.34748800622584497 0.90828044096725047 0.33147867139632614 0.33732937066815827 0.32516214869895099 1.0101225843234258 1.6614325783448296 0.20689333602786053 0.16606325469911076 0.85704642208521786
leaf_count=113 35 35 19 27 288 37 14 16 13 5 17 30 31 149 85 6 4 14 20 3266 33 64 36 14 47 39 11 10 9 146
internal_value=9.73803e-07 -0.00166022 -0.000912825 0.00703066 -0.00215394 -0.00127643 -0.00413258 -0.00130339 -0.00396287 -0.000320006 -0.00439793 -0.0152416 -0.0490748 0.002696 -0.00432586 0.024308 -0.0429133 -0.00844432 0.000162016 -0.00013529 -0.00741322 -0.0137487 0.00285135 1.35171e-05 0.00476044 0.00824739 -0.000218361 0.00225115 -0.00413163 0.00591324
internal_weight=65.3323 5.77381 5.58678 0.754942 4.83184 4.60081 2.90487 2.71748 2.42934 2.19974 2.02091 0.799225 0.274598 1.22169 0.61521 0.0652415 0.0346188 0.0218921 59.5585 53.6297 1.67777 1.25577 5.92878 3.88541 3.55393 2.04337 3.2166 2.89144 1.23 1.02311
internal_count=4633 903 868 249 619 600 312 275 261 245 232 66 61 166 222 137 131 127 3730 3383 117 97 347 273 237 74 223 176 165 155
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=2 1 1 0 0 1 1 0 2 0 2 2 0 0 0 0 2 1 1 1 2 1 2 2 2 2 2 1 0 0
split_gain=0.00166769 0.00588208 0.0148887 0.0669408 0.0952257 0.0217011 0.016334 0.0684133 0.0954792 0.0602746 0.0145633 0.0290466 0.0132698 0.0775627 0.0257842 0.0282474 0.0233615 0.0791801 0.0444307 0.132566 0.0569853 0.0392248 0.0365167 0.0745045 0.0329178 0.0223875 0.126295 0.0250497 0.0830799 0.0327705
threshold=41.184662530950007 0.34527409360000011 0.34569324270000007 0.48149755995000004 0.48847339900000003 0.3453339720000001 0.34587287805000005 0.48271009850000007 42.206017975500011 0.48077901860000011 42.720329370750001 41.319407281650008 0.48185683060000012 0.48119816770000007 0.48389269780000005 0.48911709230000006 42.027798546600003 0.3475943834000001 0.40115565405000009 0.41917906650000009 41.32819714970001 0.36265381275000008 41.319407281650008 41.835830569250014 41.489621506400006 42.081757894750005 42.283941020600004 0.34900152690000003 0.49588335680000006 0.49877249185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 7 8 -4 -10 11 -7 13 -8 -14 -16 17 -17 20 -20 -19 -22 -21 -24 -23 -18 -27 -28 -29 -30
right_child=1 2 6 4 -6 10 12 -9 9 -11 -12 -13 14 -15 15 16 25 18 19 22 21 24 23 -25 -26 26 27 28 29 -31
leaf_value=0.00050286864250694116 0.0015713941840552956 -0.017481486488014706 0.066170905159966945 -0.061491253928453699 0.0008130051176091441 0.0075872920848067404 0.0038885898191996521 -0.0048497920104445917 0.032798879170779859 -0.080822378109305759 0.0089099140068966357 -0.016808901869652271 0.010470304465771041 -0.06026174850140821 -0.015202797730127726 -0.097129968650632351 0.014409885423082497 -0.0078402280776817823 -0.10469295425123813 0.081090686820473379 0.1009804266446289 0.081535808022866932 -0.058401100433677015 0.067532405176804811 -0.019679763824275765 -0.091518969734529124 0.0093694703393104092 -0.10406825162335034 0.047595320298345067 -0.0020508534640645585
leaf_weight=32.852839118583375 9.57940484303119 0.65450890944760232 0.38332090713083822 0.4791216364246792 0.50269199907779694 1.0605298019945624 0.75748354812824981 1.1380847534164784 0.098714610602883113 0.088588919956237078 1.7471350163243853 0.90406882488514373 1.9581458345055569 0.25090531196019583 1.4100238896539838 0.10185130964964417 1.1862863740551564 0.68116767134051759 0.15836555604005298 0.058552591056088232 0.090524416649714112 0.050007304499558813 0.1194240949046349 0.077442737055235966 0.089890448005462531 0.14896473099131569 2.6831849259324372 0.079105931716991651 0.13611760717430943 5.7263647661318142
leaf_count=2033 514 29 7 38 2 5 185 12 25 59 54 45 16 7 42 2 27 20 17 16 8 12 99 38 45 50 27 14 10 1175
internal_value=8.22827e-07 -0.00050824 -0.00138121 -0.00599805 -0.0295913 -0.000692774 3.19317e-05 0.00931872 0.0375772 -0.0209405 0.00226766 -0.00363935 -0.000974704 -0.0120732 -0.000216232 -0.00185141 -0.000198176 -0.0121635 -0.00563406 -0.03281 0.00670153 0.0496895 0.011759 -0.00886185 0.0165004 0.0015164 -0.000226912 0.00134986 -0.00227175 -0.000898148
internal_weight=65.2528 32.4 22.8206 5.34806 0.981814 4.36624 17.4725 1.70871 0.570624 0.187304 3.71173 1.9646 15.7638 1.00839 14.7554 12.7973 11.3873 1.42723 1.32537 0.413785 0.91159 0.230422 0.255419 0.196867 0.139898 9.96002 8.77374 8.62477 5.94159 5.86248
internal_count=4633 2600 2086 173 40 133 1913 103 91 84 104 50 1810 192 1618 1602 1560 257 255 170 85 65 153 137 57 1303 1276 1226 1199 1185
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 2 1 0 2 0 0 0 0 2 0 0 2 2 0 2 2 2 2 2 1 1 1 0 1
split_gain=0.00158801 0.0339389 0.0754607 0.0605542 0.0340798 0.0209252 0.00655355 0.0303426 0.0098477 0.00977616 0.00912035 0.0781945 0.129235 0.072681 0.0234275 0.0204517 0.0833006 0.0445735 0.0324152 0.0372321 0.0132246 0.0140058 0.0118745 0.029117 0.0193724 0.0498423 0.0776202 0.13572 0.0505125 0.0198584
threshold=41.559097512700014 41.741384785950011 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.43349001525000008 41.909642283050012 0.34587287805000005 0.48458129995000004 42.027798546600003 0.49588335680000006 0.50035927070000008 0.50291907430000016 0.49194634890000005 42.081757894750005 0.52507409960000018 0.53146612375000013 43.321682097200004 43.813842866750008 0.50913146310000013 44.026978245600006 44.279556297950009 42.081757894750005 42.243697547450004 42.684965421050009 0.34626208795000007 0.34560342505000002 0.34542378970000004 0.47568935060000012 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 7 -3 -9 -8 13 -12 -13 22 -14 17 20 -16 -19 -20 -17 -22 -11 -24 25 26 27 28 -25 -26
right_child=1 6 3 4 5 -7 9 8 -10 10 11 12 14 -15 15 16 -18 18 19 -21 21 -23 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.00038781179464363025 -0.0023945807530882084 0.017982135627377303 -0.10880878960007107 0.09922086925242983 -0.1010625859991873 0.020181761221811968 -0.0089879653759887719 -0.013713953525127649 0.0018971362533722676 -0.018288653452007666 0.039058665374862911 -0.11652154652784144 0.019705245098004944 -0.031856804832796654 0.038288723028619992 -0.10295484040382274 -0.00046125878839369677 -0.083217695417664869 0.063642492690094934 -0.087956040649133871 0.083536056139093581 -0.10017046820106337 0.019473976177626626 0.013718188642854526 -0.00075003164129547372 -0.00012763460146971966 -0.10404076074063401 0.063644056338759414 -0.10123656581627344 0.011711698940131306
leaf_weight=40.265144633980739 0.62574210873275049 1.0610389889291156 0.14406371058430523 0.023999552220629994 0.02963375193110096 0.027392956075534158 1.2873470879189337 0.60530828436924355 1.2155102456246991 0.33444632856481149 0.55134998404029634 0.094090413111231785 0.63856267320068116 0.74647637857849147 0.34559758202367186 0.093554348048161318 5.080209228616587 0.061267472032341147 0.050508017627741708 0.023850572324578906 0.0085028753383085132 0.0081069383432966768 0.78128497115886375 0.053808712756583499 7.7544248433375556 1.2762269809209099 0.12985911805935757 0.13557908447364753 0.13198399677548878 1.5312762354850278
leaf_count=2252 20 28 8 26 17 38 92 9 49 9 28 15 21 17 43 81 832 13 20 90 5 120 34 29 403 21 25 12 42 234
internal_value=-1.50328e-07 -0.000628751 -0.0202561 -0.0699106 -0.000749992 -0.0428225 6.70608e-05 0.00454032 -0.00329257 -0.000543372 4.81749e-06 0.00292256 -0.000188447 -0.00157142 0.00154619 -0.000498332 -0.0023268 0.0192231 -0.0293593 0.0150172 -0.0883559 -0.00612765 0.000292505 0.000819397 -0.000503979 -0.0102278 -0.0387945 -0.01243 -0.0679437 0.00130499
internal_weight=65.1161 24.851 0.850832 0.22509 0.0810263 0.0570267 24.0002 2.88186 1.82082 21.1183 19.831 6.9556 6.40425 12.8754 6.31016 5.6716 5.19037 0.481224 0.135626 0.0743586 0.110164 0.0166098 12.1289 11.7944 11.0132 1.72746 0.451231 0.321372 0.185793 9.2857
internal_count=4633 2381 109 89 81 55 2272 86 58 2186 2094 1268 1240 826 1225 1204 1038 166 123 110 206 125 809 800 766 129 108 83 71 637
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 0 0 0 1 2 2 2 2 1 1 2 0 0 0 0 0 0 2 1 1 2 0 0 1 1
split_gain=0.00184994 0.0108046 0.0147771 0.0129833 0.0716816 0.0227203 0.0345119 0.0186278 0.0406071 0.0084948 0.0106465 0.0070783 0.0300959 0.018321 0.0294555 0.0275959 0.0797868 0.0531133 0.0170504 0.0146807 0.111635 0.0564324 0.0628954 0.0322943 0.0387889 0.0566815 0.0624225 0.159566 0.0285913 0.081436
threshold=0.53998383280000006 0.41917906650000009 37.765550062200006 0.54585192060000021 0.42039160505000012 0.5485614203000001 0.55234873210000013 0.54353163080000011 0.42039160505000012 40.330620469300008 40.542362378300005 38.751720283100006 39.032633164100012 0.37644082515000005 0.36880632320000012 37.140760352250005 0.52769378160000013 0.52252926560000013 0.50101793360000013 0.52252926560000013 0.52432561900000019 0.51657136015000005 39.955516828000007 0.37820723930000005 0.38045268105000002 40.574766824850009 0.5132031975000001 0.50291907430000016 0.36994401365000007 0.37227927305000003
decision_type=2 2 2 2 2 2 2 2 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 7 -5 -6 -7 -3 -9 -4 -11 13 -13 14 18 -15 17 -17 -1 21 -21 23 -23 28 -25 -26 27 -27 -14 -30
right_child=1 3 9 4 5 6 -8 8 -10 10 -12 12 19 15 -16 16 -18 -19 -20 20 -22 22 -24 24 25 26 -28 -29 29 -31
leaf_value=0.0012470018036884103 0.0035312831439885508 0.0021702535585439364 -0.016545042521176341 -0.10301867976760699 0.035338238330366346 -0.054824408838042807 -0.00019823499294379428 0.051284981806282187 -0.0059749596663459231 0.0061848770031156441 -0.013159355299947804 0.018072198423018316 -7.532672256056416e-05 0.0015009121914310675 0.03615428096518742 -0.025429377423741902 -0.0031557502193351565 -0.10446085803214585 -0.023530286065281396 0.053772085692832428 0.0013119946052717068 -0.061380894582442107 0.0071139444256288695 0.072881429160685199 -0.033795280653362202 0.095480304516914458 0.10140342864508689 -0.11275700809097189 0.0080334762198038291 -0.07467743523114756
leaf_weight=2.8906631880990528 1.1239431894651937 1.4025131981870789 1.1480724201792329 0.068630411168683625 0.17430330896604562 0.11803367553875421 5.7406228434959621 0.26661098102340464 0.23129812861952814 0.52096748352050759 0.62686091975006519 0.96946589687649876 38.084259853924948 0.98997807676300942 0.22688156939693715 0.18635758653563683 0.74196837965973828 0.15640401112823099 0.30725281573813834 0.4305920545659444 7.0004386072078866 0.31611417244130402 0.23278194115954909 0.12541834266448526 0.17616574590374512 0.079540864852350013 0.10003827213313343 0.068477718208761473 0.30619338399264862 0.19475436331947549
leaf_count=313 36 36 25 11 13 22 1547 23 22 2 114 36 1486 100 21 24 33 25 18 62 425 22 43 16 10 42 4 16 24 62
internal_value=-3.5304e-06 -0.00115898 -0.00586369 0.000851685 -0.00139632 -0.000240271 -0.00129878 0.00806923 0.0246855 -0.0104629 -0.00437954 0.000242764 0.000631459 -0.00315574 0.00133662 -0.0105714 -0.0215893 -0.0614919 -0.00113358 0.000272586 0.0043518 -0.000491272 -0.0323328 -4.46701e-05 0.024024 0.00957963 0.0403838 -0.000856356 -0.000387525 -0.0241222
internal_weight=65.0056 11.4219 3.41984 8.00201 6.10159 6.03296 5.85866 1.90042 0.497909 2.2959 1.14783 53.5837 48.0842 5.49951 3.4248 2.07471 1.08473 0.342762 3.19792 47.1148 7.43103 39.6837 0.548896 39.1348 0.549641 0.424223 0.248057 0.148019 38.5852 0.500948
internal_count=4633 1851 177 1674 1593 1582 1569 81 45 141 116 2782 2248 534 352 182 82 49 331 2212 487 1725 65 1660 88 72 62 58 1572 86
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 0 2 0 1 1 1 0 0 1 1 2 2 1 1 0 1 1 2 0 0 0 0 0 0 0
split_gain=0.00155684 0.00812475 0.0484358 0.0257093 0.0183576 0.00764263 0.00839709 0.0394641 0.0487933 0.0420324 0.0353779 0.0204872 0.0186291 0.0055093 0.0153999 0.0098379 0.00981652 0.00554236 0.0179736 0.0127579 0.0165607 0.0109195 0.00681597 0.0275402 0.0136614 0.0153622 0.0146538 0.00732718 0.00731782 0.00540525
threshold=0.47721625100000004 0.47642286160000008 41.542492784600007 0.47709649410000005 0.47697673720000006 0.47757552170000012 43.895345911700005 0.47787491390000009 0.34524415440000006 0.34566330350000002 0.34569324270000007 0.50947576420000018 0.52366695610000014 0.39170982905000007 0.39670967935000007 43.968221017800005 44.202975721700007 0.40206880030000008 0.4172030777500001 0.53312775065000018 0.43643902880000007 0.44512140355000007 47.309807198350008 0.60134427115000011 0.61797550970000004 0.58887458460000019 0.64803449000000013 0.64129816470000012 0.58035687555000015 0.48634771415000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 -7 -8 -9 -10 -11 29 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -23 25 28 -26 -25 -24 -12
right_child=5 2 3 -5 -6 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 24 27 26 -27 -28 -29 -30 -31
leaf_value=3.2063077383781567e-05 0.0070486222284881625 -0.051007233400128096 -0.00080809650938162055 -0.0099060893729422724 0.056745988541866133 -0.00017378242215832884 0.094633993863393273 -0.10162882265634852 0.10100483195317833 -0.10276142138478149 0.01429188197809061 -0.10088327043053116 0.027466278169586633 -0.10026985348194808 -0.10122244264976135 0.069379979805397993 0.043232720585942214 -0.10046181871810811 0.099160211870844603 -0.10043758718512691 0.067172470611181478 -0.10084074890729276 0.013453676375217447 0.078504480655463019 -0.10032868555894879 0.074371115983384986 0.0058411441339892307 -0.011140005104284046 -0.10041650543789311 0.0541369469016207
leaf_weight=5.3207014713862639 1.5660003303419205 0.22134185698814679 0.10143519592919148 0.520492747600656 0.12216521769641986 56.28724210149084 0.051827493123710711 0.04101571277237781 0.047889756970107555 0.029679800383746624 0.051340461010113358 0.018200874236808273 0.072812908892103678 0.015482623933849027 0.0090264967807343055 0.021830243148201589 0.026943235168857882 0.018151990589881706 0.012965408516564803 0.016167461570404384 0.024637644160037553 0.029902916431581161 0.018642834331103586 0.016243195663264487 0.01811164044073621 0.045811685506180311 0.046064004289803506 0.020785105622138644 0.0080939073375034809 0.10106945257547706
leaf_count=883 38 14 51 13 19 2744 5 10 2 2 8 59 33 94 121 15 24 49 49 20 14 24 37 10 24 55 82 34 42 58
internal_value=-3.76558e-06 -0.00149934 -0.00993922 0.00227709 0.0306369 0.000156624 -3.25587e-05 0.0103898 0.00424779 0.0107307 0.0037798 0.00911867 -0.00182894 0.00244659 -0.00277543 0.00175237 0.0046181 -5.51897e-05 -0.00428745 0.00249414 -0.00263272 0.00429371 -0.00331318 -0.0294603 0.00948676 0.0392168 -0.0241221 0.0281843 -0.0210178 0.0407148
internal_weight=64.9021 6.28614 0.965435 0.744093 0.2236 58.6159 57.0499 0.762697 0.710869 0.669854 0.621964 0.592284 0.439874 0.421673 0.34886 0.333378 0.324351 0.302521 0.275578 0.257426 0.24446 0.228293 0.203655 0.0669312 0.136724 0.0725484 0.0641756 0.0370283 0.0267367 0.15241
internal_count=4633 980 97 83 70 3653 3615 871 866 856 854 852 786 727 694 600 479 464 440 391 342 322 308 68 240 134 106 44 79 66
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 2 1 2 1 2 1 2 1 1 1 1 0 0 1 1 2 0 0 2 0 0 1 0 0 1
split_gain=0.00152955 0.00440612 0.0186658 0.0366707 0.0246749 0.0527164 0.0154027 0.00954137 0.00517638 0.0481593 0.00947081 0.0253839 0.0484517 0.0457807 0.0660933 0.0143111 0.054528 0.013656 0.0608178 0.0593926 0.0808729 0.0370036 0.0196636 0.0170317 0.0122948 0.0243481 0.03726 0.0134722 0.0107421 0.0950678
threshold=0.54504356155000011 0.41625999220000004 40.636252116050009 0.42473279245000012 0.54284302865000023 42.686561923500008 0.41808628485000005 39.955516828000007 0.40115565405000009 42.055256506450007 0.39019789825000006 41.404176814550006 0.39170982905000007 0.39500314360000005 0.39900002995000006 0.39814676205000005 0.52468488970000016 0.51809826055000008 0.38976377950000002 0.38512319990000005 38.110427674550003 0.52468488970000016 0.5132031975000001 40.099856909850011 0.52324780695000006 0.52688542260000015 0.39670967935000007 0.53634621715000008 0.5054040298000001 0.37227927305000003
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 5 -5 -3 -8 10 -10 17 24 -13 -14 15 16 -15 22 19 21 -21 -19 28 -24 -12 -26 -27 -28 -1 -30
right_child=-2 2 3 4 -6 -7 7 -9 9 -11 11 12 13 14 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=-2.1717417422581322e-05 -0.0013595566905467633 0.0063670333183930691 0.0071999393446241181 0.087651806968581547 0.10080362193470108 -0.10102047417412313 0.00061167513483984773 -0.011720475912890431 -0.020347600792129383 0.0030783463523818551 0.020015152519397877 0.056943616583723926 -0.10265699968592881 0.10049549061758695 -0.10173518692388783 0.085579289993663349 -0.10047225790135701 -0.086850892080519132 -0.054937125413025846 -0.021514669990125333 0.058010485149011318 0.0061555611367927017 0.037473774211260337 0.0026900640556829082 -0.012972763963230802 0.036737665740285363 -0.0084463831810359952 0.0099959783814652179 0.014214377579925625 -0.071830388737705239
leaf_weight=41.701650498500001 7.373864868721717 2.2885913673007954 0.70059248906363814 0.039349222764883507 0.077790154198737582 0.023745959979137532 1.3909572955171827 1.14286706992425 1.2135426470187543 3.1699218497915496 0.63856066847079507 0.059626470172133739 0.084643451890187293 0.028845420107245445 0.05094773885275572 0.039479257771745324 0.025380180522574847 0.1004706488517958 0.24533086339943111 0.24365225361543708 0.26912269384752108 0.074496324506185374 0.25842247856780787 0.30919513679660326 0.61146100734993103 0.4102542238397292 0.6295868624148967 1.0680610761046407 0.39649887963241681 0.18990705808195685
leaf_count=1870 1730 16 46 9 5 103 38 14 55 69 42 15 68 2 10 5 125 36 14 18 31 22 18 25 58 31 67 4 23 64
internal_value=-3.66017e-06 0.000170273 0.00281844 0.0165613 0.0631133 0.0166447 0.000420413 -0.00495067 -0.000119175 -0.00340702 0.00018465 0.0050809 -0.0233614 -0.044244 -0.0100637 0.0397785 0.00643295 -0.000223123 -0.0121913 0.00305702 0.020223 -0.0472512 3.74526e-05 0.0185262 0.00752814 0.00459594 0.00969227 0.00315648 -0.000210716 -0.0136511
internal_weight=64.8568 57.483 5.66389 0.841478 0.140885 0.0630952 4.82242 2.53382 51.8191 4.38346 47.4356 3.64685 0.288923 0.229296 0.144653 0.0937049 0.0542256 43.7887 0.933073 0.687742 0.512775 0.174967 42.8557 0.567618 3.35792 2.71936 2.1079 1.69765 42.2881 0.586406
internal_count=4633 2903 231 163 117 112 68 52 2672 124 2548 427 225 210 142 132 127 2121 121 107 49 58 2000 43 202 160 102 71 1957 87
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 2 2 2 0 2 1 2 0 0 2 2 1 2 1 0 1 1 0 0 1 2 0 0 1 0
split_gain=0.00170333 0.0150387 0.0327371 0.00633733 0.00549331 0.0042865 0.00910228 0.00816774 0.00957372 0.00808922 0.0115039 0.014119 0.00665 0.00540396 0.0149821 0.00576048 0.00784269 0.00708423 0.00667032 0.00970946 0.010494 0.00534234 0.00465079 0.00441106 0.00430498 0.00418166 0.00853094 0.00270807 0.0024058 0.00171808
threshold=0.45628873390000008 0.56065686655000013 0.56300709560000006 0.45736654595000009 0.58454836680000011 38.911218973650008 38.983591653800012 41.772405911750006 0.63378341965000018 42.654057868200006 0.46112391845000006 41.808689985400001 0.56915960600000015 0.60134427115000011 48.553014326500012 45.711398460000005 0.49585341755000006 44.749265482150008 0.50056884525000012 0.66718062335000017 0.51869704500000013 0.46636328255000009 0.59751205050000011 0.59930840395000018 0.49146732130000009 50.427417695700008 0.58035687555000015 0.62376874945000005 0.4529056016000001 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 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 -4 5 24 -7 8 12 10 -9 -12 -8 14 -11 17 -17 21 -18 20 -20 -15 -13 -24 -5 -16 -27 -26 29 -1
right_child=1 2 3 4 -6 6 7 9 -10 13 11 22 -14 15 25 16 18 -19 19 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=-0.00036653724368534805 -0.10065391904146999 0.08496015760776493 -0.10038403855821271 -0.10022903499402652 -0.10041048487080012 0.099649259840926485 -0.0032896994154262282 0.088232065979732988 0.078405322405044581 -0.10077302493385172 0.098354910403147713 -0.1003864030460969 -0.10028619529025509 0.10006903003094354 0.062279516372600187 -0.06662820356395141 0.064829852564869991 0.099619521478688647 -0.10040884082459484 0.042708513823379202 0.022102606187839477 -0.1000898226619287 0.10009372917842999 -0.10010965783164441 0.055207991507166057 0.037104123724696902 -0.10037922105910053 -0.10006696243118181 -0.0065028124583472978 0.00071821361805590701
leaf_weight=41.280155867594189 0.012478304548685371 0.050793299053339069 0.0064503440420295979 0.0079395109874087696 0.0053480784175590204 0.0097536995072005084 0.011150036973504029 0.02691973396576941 0.0055154322014805404 0.018558654369599026 0.0081978232738038059 0.01070688074010917 0.019307754305038949 0.0020267690997570744 0.011073676185787917 0.014971357206832181 0.018383283466391731 0.013449191785184667 0.015388098349944812 0.023089238023203507 0.012813876787731715 0.0038981812279104133 0.0027501233853399762 0.0018347363964785757 0.0041867761723377592 0.011934379173908383 0.0072582381770871498 0.0015350009976651049 0.57099790768063385 22.591975641190587
leaf_count=1868 18 8 12 126 115 4 10 4 69 90 4 16 118 1 7 26 14 6 35 38 11 109 1 58 35 16 40 123 57 1594
internal_value=-3.50374e-06 0.00707989 0.0112133 -0.00243568 -7.81299e-05 0.0019649 0.00495738 0.00109663 -0.0428247 0.00887011 0.043608 -0.00753244 -0.0647776 -0.00258669 -0.030032 0.0102956 -0.000962872 0.059484 0.013147 -0.00537663 -0.0447444 -0.0316208 -0.0642981 0.0199778 -0.052574 0.0133449 -0.0148891 0.0135518 -4.06241e-05 1.7146e-05
internal_weight=64.7808 0.337712 0.325234 0.274441 0.267991 0.262642 0.248981 0.239227 0.0359732 0.203254 0.0504093 0.0234896 0.0304578 0.152845 0.0488249 0.10402 0.0846459 0.0193741 0.0696745 0.0512912 0.028202 0.00592495 0.0152917 0.00458486 0.0136613 0.0302663 0.0191926 0.00572178 64.4431 63.8721
internal_count=4633 1114 1096 1088 1076 961 677 673 197 476 83 79 128 393 153 240 124 116 98 84 46 110 75 59 284 63 56 158 3519 3462
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 0 1 1 0 1 2 2 2 2 1 1 0 0 0 0 1 0 0 2 1 0 2 0 2 2
split_gain=0.00175684 0.00874036 0.0122291 0.0090694 0.0188181 0.015554 0.0505497 0.00987106 0.023446 0.0107097 0.00805556 0.00592048 0.0342823 0.0258471 0.022198 0.0255691 0.01252 0.010209 0.0210514 0.0131077 0.0226402 0.0112053 0.0125536 0.00872956 0.0179138 0.0647318 0.0109661 0.0690114 0.0537441 0.0188526
threshold=0.53998383280000006 0.41917906650000009 0.40651477500000005 0.54585192060000021 0.42111014640000005 0.54353163080000011 0.42111014640000005 0.42307116555000007 0.5541600551000001 0.42991227810000004 37.765550062200006 38.751720283100006 38.474425342400004 39.427119987250002 0.34512439750000007 0.39078171310000004 0.5218855723000001 0.52252926560000013 0.5195503128500002 0.52769378160000013 0.3975479776000001 0.50913146310000013 0.50291907430000016 39.788107623550012 0.34524415440000006 0.52252926560000013 40.21994457600001 0.48458129995000004 39.896141435400004 40.250747516500006
decision_type=2 2 2 2 2 2 2 2 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 10 5 -5 -3 -7 -6 9 -9 -2 12 17 14 -13 16 -16 18 21 -19 -21 22 -1 24 -15 -26 27 -25 -29 -28
right_child=1 3 -4 4 7 6 -8 8 -10 -11 -12 13 -14 23 15 -17 -18 19 -20 20 -22 -23 -24 26 25 -27 29 28 -30 -31
leaf_value=-0.0007444241216746603 0.0057870296041459953 0.0013888232089020556 -0.011285504834908823 -0.043259392499527476 0.027024540870744088 0.050599006186425356 -0.01454732303314203 -0.010898865573660776 0.00023469163955308232 -0.053875725392526268 -0.0086293766545241287 -0.0018538658826772329 -0.043128352369548976 0.010093864627384742 0.020466808253645889 0.0065566698255368708 0.049265423455838446 -0.01694792125980429 0.035167941927359815 0.025444841659669388 -0.010162967313843351 -0.022373063766348362 0.019749976162396841 -0.0044661671181878068 -0.048603986010601577 0.0031429984186145802 -0.014059784893062144 -0.00079639445762688199 0.036914473714987808 0.0001722455529193281
leaf_weight=2.9048658184381186 1.0933151844183151 1.3890313006722861 1.725255058095202 0.10449887132797631 0.12793144007446233 0.27322423487203185 0.21115786942573322 0.116929424659446 5.5985333691489432 0.11502160275313855 0.6004773234382127 0.78855561261502716 0.20374304636891327 0.42198032210580905 0.30983521526286473 0.71508686208107974 0.29439819109393284 0.80748316223940697 0.17804613819862414 0.25941794429877518 0.57289674249142308 0.21187806572925172 0.33315844377693782 2.7318268456992518 0.36346732211165267 0.72181165749861975 0.95348111167549987 0.63013704633340217 0.9441795135353459 39.058511021034001
leaf_count=323 13 36 84 18 18 25 20 17 1513 27 80 27 30 21 28 18 13 49 19 28 36 32 17 36 38 35 11 23 31 1967
internal_value=-3.26842e-06 -0.00113281 -0.0053597 0.000688177 -0.00119095 0.00676957 0.0221996 -0.000453149 -0.00105606 -0.0322106 0.000676176 0.000236904 -0.0028795 0.000592636 0.0114199 0.0193536 0.0344982 -0.00132278 0.0016369 -0.00787087 0.000935365 -9.36091e-05 0.00136423 9.46042e-05 -0.0073895 -0.0141874 0.000349139 0.00514411 0.0218203 -0.000166902
internal_weight=64.7601 11.3554 3.41905 7.93633 6.06291 1.87341 0.484382 5.95842 5.83048 0.231951 1.69379 53.4048 5.47149 47.9333 2.10788 1.31932 0.604233 5.26775 3.62795 1.6398 0.832315 3.4499 3.23802 45.8254 1.50726 1.08528 44.3181 4.30614 1.57432 40.012
internal_count=4633 1851 177 1674 1593 81 45 1575 1557 44 93 2782 534 2248 86 59 41 504 391 113 64 372 340 2162 94 73 2068 90 54 1978
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 1 0 0 2 0 0 2 1 0 2 2 0 1 1 2 2 0 0 2 2 2 1 1 1
split_gain=0.0038717 0.0282422 0.0202034 0.00597734 0.0194921 0.00544654 0.0041469 0.00372452 0.00239733 0.00208164 0.0060106 0.0229262 0.00958558 0.00727656 0.00686998 0.0191419 0.00915841 0.00531379 0.00479359 0.00437217 0.00294811 0.00412839 0.0168329 0.00634047 0.00400027 0.00927055 0.0179244 0.00626724 0.0906965 0.0328222
threshold=34.823977857500005 32.724174661450007 0.38906020780000011 33.361153777850006 33.96174662340001 31.914316944300001 0.38772791230000009 0.5206281249000001 0.54191491270000014 37.500638522700008 0.50101793360000013 0.5195503128500002 36.257608591500009 0.38772791230000009 0.54191491270000014 35.887362732750006 37.041406607950009 0.54450465555000005 0.36551300860000008 0.36476452800000009 37.765550062200006 38.060777288450005 0.47568935060000012 0.52863686715000002 39.032633164100012 39.117456157700005 39.198779702000003 0.41808628485000005 0.42039160505000012 0.4289991317500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 -4 -6 -1 -8 10 12 -12 19 -13 15 -15 -17 -16 -14 -2 -11 22 -22 -24 27 -26 -27 -23 -29 -30
right_child=9 3 5 4 6 -7 8 -9 -10 20 11 13 18 14 17 16 -18 -19 -20 -21 21 24 23 -25 25 26 -28 28 29 -31
leaf_value=-0.092480424021557817 0.0023765886576056837 0.069513095147878887 -0.10009949887141967 -0.097643107264349285 0.097201294190496307 0.10011160608580894 -0.012670438428168219 -0.023639604077984613 0.064230751722736387 0.0065431770710280314 -0.02514526525492208 0.0090768432028339747 0.030591616956906882 -0.00052981006577570771 0.0080855663245902581 -0.05692973072849912 -0.018393925467023627 -0.0057941994080711523 0.0065839360090862963 -0.01535478218644401 0.002304550698040204 0.0046089170060584755 -0.042561385890699355 -0.0091229879497626964 -0.011576581660810775 0.028109378251602535 -5.8841460216963403e-05 -0.10301171249972302 0.050064623793351484 -0.015731070895753475
leaf_weight=0.031145549720231626 0.53961860600524658 0.055611833021509405 0.0015681102432003888 0.010607096782899936 0.01498414587868524 0.010177950386119912 0.0084420990315265954 0.010511680855415761 0.007798582985928614 0.70358831943037259 0.45679112391735577 0.57555046130437437 0.16239999800277616 0.59888228640920704 0.58204183378256846 0.098935071687094478 0.16374514727192491 0.52428980259153313 0.17047071987781237 0.18734265817329288 0.56468159837140708 3.4410112554076249 0.14425957577060444 0.093433461536498563 0.69352856024602161 0.22684889732701563 54.258429224747616 0.080796384332643245 0.14734266605228186 0.15618736855821247
leaf_count=87 59 36 137 37 27 11 6 6 39 54 27 10 45 17 10 40 12 150 6 18 11 120 22 36 34 17 3451 12 9 87
internal_value=-1.87434e-06 0.0160002 -0.0424484 0.0480325 0.0194758 0.0733832 0.0592612 -0.0751093 0.0242566 -3.92579e-05 -0.00223122 -0.00451805 0.00424246 -0.000813494 -0.00370612 -0.0104015 -0.0329079 0.00150795 0.0182967 -0.0021929 0.000107817 3.2109e-05 -0.00709263 -0.0294173 0.000128995 -8.7801e-05 5.84366e-05 0.00325619 -0.00885527 0.0162082
internal_weight=64.721 0.150847 0.0534033 0.0974438 0.0418319 0.0117461 0.0312248 0.0416572 0.0162407 64.5702 4.06007 3.00024 1.05983 2.54344 1.96789 0.861563 0.26268 1.10633 0.332871 0.726961 60.5101 59.8065 0.802375 0.237693 59.0041 55.1788 54.4853 3.82534 0.384326 0.30353
internal_count=4633 386 241 145 109 148 72 93 45 4247 394 266 128 239 229 69 52 160 51 77 3853 3799 69 58 3730 3502 3468 228 108 96
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 1 0 0 2 2 2 2 2 1 0 1 2 2 2 0 2 1 2 2 2 2 0 1 0
split_gain=0.00334155 0.024406 0.0176981 0.00497063 0.017168 0.00492449 0.00404802 0.00367115 0.00203976 0.00174845 0.0326897 0.0157471 0.0152658 0.010345 0.00890939 0.00665438 0.0057569 0.0203766 0.0208468 0.0982988 0.0174387 0.0583884 0.0178707 0.0134468 0.0340131 0.0155978 0.011889 0.0106722 0.0253902 0.0141633
threshold=34.823977857500005 32.724174661450007 0.38906020780000011 33.361153777850006 33.96174662340001 31.914316944300001 0.38772791230000009 0.5206281249000001 0.54191491270000014 40.148327922700012 40.21994457600001 40.300545846000013 40.040404835300002 40.518963363600001 0.40115565405000009 0.48032993025000009 0.34518427590000006 41.319407281650008 41.444941515100005 41.542492784600007 0.48077901860000011 40.986363433950011 0.3447651268000001 41.184662530950007 40.986363433950011 41.11191809080001 41.741384785950011 0.54504356155000011 0.34650160175000005 0.5619592227500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 -4 -6 -1 -8 12 -11 -12 -2 14 15 -13 17 20 -19 -20 21 22 -15 24 27 -26 -21 28 -18 -29
right_child=9 3 5 4 6 -7 8 -9 -10 10 11 13 -14 16 -16 -17 23 18 19 26 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.090577576652587075 -0.00025143690084744992 0.065703018786327991 -0.10009002800919815 -0.096968107657372293 0.096545042496359007 0.10002629023793025 -0.011421274518472503 -0.021388430918458556 0.060281138615495694 0.020197572129931455 -0.011190803926887387 0.0052976107103208728 -0.014594684353319518 -0.020328188377091955 5.2355657833848337e-05 0.017563740926421201 -0.0023907321775384718 0.012421436113503678 -0.060687013121699475 0.025757826597482082 -0.0021477681819045496 -0.059112170874374814 0.0044774346385504362 -0.00062406673895629323 0.012745382426640523 0.038382328493576964 0.00017652241373072614 -0.017153275508085257 0.014118373414116002 0.0013459681105870106
leaf_weight=0.028744418091568594 16.450446141685521 0.053088778407053519 0.0014190122474629857 0.0096612451978787262 0.013645886400951213 0.009216857161583443 0.0084295875658426667 0.010459202458150685 0.0074950391887318437 0.80977160087591826 1.2390668289559545 1.0918407073451155 0.77708520460628605 0.55721936390617199 1.5972822058806215 0.74341029892093491 2.3855819674208809 1.2511407242831749 0.27040351421373987 0.18786800062607145 1.7119867852888999 0.26875713859668682 0.60659559286150966 24.518217368534525 0.90261753802728939 0.32197256207203218 5.5125523685845552 0.64254390011774365 1.5284411647638618 1.1628730465532084
leaf_count=87 1092 36 137 37 27 11 6 6 39 34 34 17 35 26 35 36 25 13 21 19 14 33 77 2137 50 31 393 16 40 69
internal_value=-2.13342e-06 0.0153125 -0.04108 0.0457562 0.018764 0.0733272 0.0565758 -0.0721185 0.022326 -3.58677e-05 0.000278222 -6.86592e-05 -0.00089842 0.000235819 0.00551337 0.0102663 -0.000197265 -0.00224105 0.00068446 -0.00177493 -0.00895993 -0.0171008 -0.00739917 0.000476143 0.0043608 0.0194859 0.0010196 0.00112236 0.00405614 -0.00523787
internal_weight=64.6798 0.14216 0.0498395 0.0923205 0.0392318 0.0106359 0.0295705 0.0392036 0.0159246 64.5377 47.3101 46.5004 17.2275 45.2613 3.43253 1.83525 41.8288 10.3665 7.22196 5.97082 3.14456 1.43257 1.16381 31.4622 6.94403 1.22459 5.70042 5.71944 3.91402 1.80542
internal_count=4633 386 241 145 109 148 72 93 45 4247 3120 3086 1127 3052 88 53 2964 596 446 433 150 136 103 2368 231 81 412 150 65 85
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 1 0 0 1 1 2 1 2 2 0 2 1 2 1 0 2 1 2 0 0 2 0 0 2
split_gain=0.00287062 0.0209996 0.0154672 0.00445216 0.00409801 0.0150908 0.00392904 0.00357401 0.00180383 0.00670533 0.00963642 0.00735637 0.0833438 0.0141815 0.0572393 0.12257 0.0249124 0.03008 0.082119 0.0216397 0.033265 0.0118504 0.059311 0.0307831 0.0128855 0.0336822 0.011166 0.0314924 0.0350579 0.0490209
threshold=34.823977857500005 32.724174661450007 0.38906020780000011 31.914316944300001 33.361153777850006 33.96174662340001 0.38772791230000009 0.5206281249000001 0.53998383280000006 0.41917906650000009 0.40437412050000004 40.806664626150003 0.42111014640000005 40.003678352300007 40.574766824850009 0.55688452445000014 39.571921479100006 0.42039160505000012 39.955516828000007 0.44765126795000004 0.56065686655000013 38.751720283100006 0.43593006200000012 38.238138001450004 0.54585192060000021 0.55877069550000014 42.546237522150008 0.56579144335000009 0.56685428580000019 40.890797847750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -3 -6 -7 -1 -2 10 -10 13 -13 16 15 -15 21 -18 -19 -17 -21 23 -23 -11 -25 -26 27 -14 -29 -30
right_child=8 4 3 -5 5 6 -8 -9 9 11 -12 12 26 14 -16 19 17 18 -20 20 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.088428129147425164 0.00021184782026232771 0.061775745778608254 -0.10008146011242741 0.099932735628553732 -0.096176213733793425 0.095765874255497763 0.020486168402294218 -0.019332735324451528 0.00051413833384868018 -0.0012913225940551234 -0.010120084407658637 0.073618006475529893 0.00032581050188800641 -0.10531167943603824 -0.0011563816208674034 0.073987226611077039 0.0872927179691836 -0.10130220003935003 0.1009348933929277 0.10044858282146006 -0.10184060023371443 -0.059447769286167587 0.0031978869336580389 0.065086392828508352 -0.036359901910970244 0.073801675995444849 -0.0049976531292861733 0.096773091763986852 0.088776167786919283 -0.012315503177066832
leaf_weight=0.026609897089220597 53.18915196776949 0.050933944123779391 0.0012840797129619408 0.0083471813915843504 0.0088103182110741904 0.012442869560430836 0.015657472266311423 0.010416615637950599 1.6782334510305381 1.1227127071696101 1.731092421882815 0.16226189243388933 1.6674895458236279 0.16445370647124946 1.1580415022545194 0.059884813847020268 0.073179269675165526 0.040619728222215601 0.039703072980046272 0.013069534674286842 0.02150488266624373 0.18858886839007016 0.76089803693643532 0.10481213219463814 0.05814704392105341 0.053101436452256401 1.9041430176164169 0.071060576708987355 0.067193013079304365 0.1676504563764426
leaf_count=87 2627 36 137 11 37 27 45 6 85 226 75 28 64 12 40 7 4 38 2 1 78 22 78 4 7 35 590 4 21 199
internal_value=-1.55856e-06 0.0145923 -0.0396247 0.073266 0.0433892 0.018017 0.0538201 -0.0689896 -3.19927e-05 -0.00117896 -0.00488541 0.000420904 0.00340354 -0.0027017 -0.0106599 -0.0531663 0.00191643 0.0409152 -0.00133763 0.037619 -0.0253729 -0.000699705 -0.00924491 0.00536074 0.0399267 0.0162227 0.000465303 0.00573655 0.0352306 0.0166087
internal_weight=64.6315 0.134502 0.0466578 0.00963126 0.0878446 0.0369107 0.0281003 0.0370265 64.497 11.3078 3.40933 7.89852 4.0398 3.85872 1.41695 0.258913 2.44176 0.153502 0.0803228 0.0944592 0.0345744 2.28826 0.949487 1.33877 0.216061 0.111248 3.87754 1.97339 0.305904 0.234843
internal_count=4633 386 241 148 145 109 72 93 4247 1620 160 1460 906 554 138 98 416 44 40 86 79 372 100 272 46 42 878 288 224 220
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 0 2 0 2 1 2 0 2 0 1 1 2 2 1 1 0 0 1 2 1 1 1 1 1 0
split_gain=0.00143991 0.00571791 0.0387841 0.0127429 0.0890745 0.0432088 0.0110103 0.00907498 0.007206 0.0334177 0.00843959 0.00663282 0.0352394 0.0158129 0.00796749 0.0415555 0.00563367 0.0135778 0.00546126 0.0204325 0.00536672 0.0192192 0.029574 0.0242535 0.0089457 0.00703644 0.0172542 0.0287183 0.0283597 0.0130639
threshold=0.53998383280000006 38.751720283100006 39.065416244600009 40.300545846000013 40.003678352300007 0.55788748840000013 38.396531328800009 0.57403969940000021 39.955516828000007 0.44720217960000008 39.525197829750006 0.54284302865000023 37.765550062200006 0.55877069550000014 0.40437412050000004 0.43121463430000007 37.572218886150004 36.859113051050009 0.41625999220000004 0.41808628485000005 0.54450465555000005 0.55234873210000013 0.42209814075000007 41.184662530950007 0.41917906650000009 0.43593006200000012 0.44393880420000004 0.43837010870000009 0.44720217960000008 0.5619592227500001
decision_type=2 2 2 2 2 2 2 2 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 6 -3 4 8 -6 11 -7 9 10 -4 -2 14 -14 -13 -16 17 -17 -1 -20 24 22 23 -22 -5 -23 27 -27 -28 -30
right_child=1 2 3 20 5 7 -8 -9 -10 -11 -12 12 13 -15 15 16 -18 -19 19 -21 21 25 -24 -25 -26 26 28 -29 29 -31
leaf_value=1.3043845581126544e-06 0.0074299837441833549 -0.061859753897673231 -0.049524619793608532 -0.00068435296912502074 -0.10602136464835915 -0.025046252546107581 0.029415914875846112 0.068488963664422017 0.0077806256645531193 0.0055664775992623483 -0.01647402358282777 0.0056396017163427561 -0.10292836165537358 -0.001811498177774205 -0.10180106421818913 0.036078938441420287 0.0016003797184018448 -0.078613944172577777 0.014114290470414355 -0.0047248447562684903 0.053336148105573078 0.009191690861835208 -0.045459109637370487 -0.027411538139982452 0.013505817836040202 0.00050716539900878658 0.052909535477332174 -0.056410595681376609 -0.03437007526640793 0.00061175281302300105
leaf_weight=50.985381244379454 1.098198662713002 0.10819466835736946 0.16314289931324222 1.1095773938177433 0.13026752992300328 0.031179459872873849 0.14692069505276695 0.015543951331949968 0.53973019262775768 0.70038794404590532 0.14676792123464111 1.0688746258965691 0.049170928719831808 0.022561770571146667 0.044442749319324792 0.016503185173794455 0.51516247007258542 0.027557548598229786 1.1870811331473341 1.1178200752405756 0.072227662574732565 0.77117634340787677 0.22976820839539869 0.076696744564657138 0.74091630698603683 0.22721496289705134 0.10209425928542293 0.14535760631073913 0.11088687363400174 2.8649557014205458
leaf_count=2634 13 43 19 23 14 20 31 41 4 64 23 9 18 50 51 303 13 40 12 136 8 101 25 39 38 38 23 35 19 746
internal_value=-6.79567e-07 -0.00102733 -0.00237993 -0.001593 -0.00922213 -0.0764304 0.00272183 0.00607106 -0.00154792 -0.00653149 -0.0338725 0.00134208 -0.00249088 -0.0711245 0.000452709 -0.00873141 -0.00133495 -0.0356551 0.000216546 0.00497778 0.000449459 -0.00137987 -0.0229608 0.0117507 0.00499723 0.000555976 -0.00137408 -0.0216991 0.00108619 -0.000691752
internal_weight=64.5658 11.2755 8.28609 8.17789 1.72702 0.176991 2.98939 0.0467234 1.55003 1.0103 0.309911 2.84247 1.74427 0.0717327 1.67254 0.603666 0.559223 0.0440607 53.2903 2.3049 6.45087 4.60038 0.378693 0.148924 1.85049 4.22169 3.45051 0.372573 3.07794 2.97584
internal_count=4633 1851 1323 1280 185 75 528 61 110 106 42 497 484 68 416 407 356 343 2782 148 1095 1034 72 47 61 962 861 73 788 765
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 1 1 1 1 1 0 0 2 0 0 2 1 2 1 1 1 1 1 0 1 1 0 1 0 2
split_gain=0.00137991 0.00782546 0.00785823 0.0350411 0.0441766 0.0379191 0.0320027 0.0202089 0.0203242 0.0213642 0.0181137 0.00719058 0.0412819 0.0201673 0.0154048 0.00562728 0.0118382 0.00558328 0.00605103 0.0143183 0.0137346 0.00467501 0.00840691 0.0108277 0.0177365 0.0123968 0.00842977 0.0153701 0.00601333 0.020019
threshold=0.47721625100000004 0.47757552170000012 43.895345911700005 0.47787491390000009 0.34524415440000006 0.34566330350000002 0.34569324270000007 0.3459626957000001 0.3465914194000001 0.37820723930000005 0.52366695610000014 0.47642286160000008 41.542492784600007 0.47709649410000005 0.47697673720000006 43.564719632750005 0.39814676205000005 51.757767929250001 0.38772791230000009 0.39170982905000007 0.39670967935000007 0.40206880030000008 0.41347564445000012 0.53312775065000018 0.43593006200000012 0.43694799560000003 0.55788748840000013 0.44922307715000004 0.61797550970000004 47.309807198350008
decision_type=2 2 2 2 2 2 2 2 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 15 -4 -5 -6 -7 -8 -9 -10 -11 -1 -13 14 -14 -3 -17 18 -12 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -29
right_child=1 2 3 4 5 6 7 8 9 10 17 12 13 -15 -16 16 -18 -19 19 20 21 22 23 24 25 26 27 28 -30 -31
leaf_value=2.4994012328379587e-05 0.0071152566202590199 1.1458858478366273e-05 0.093337591598561184 -0.1014722670758877 0.10090912095111093 -0.10249073635160962 0.10079749695978822 -0.10152860822153101 0.048065055358845588 -0.10081453733831743 -0.038175969604527515 -0.047954616450713514 -0.0011682779540211285 -0.0088705006090543485 0.052010420859482723 -0.014512355900596536 0.001397075706477737 -0.059061011783185235 0.063826961198532497 -0.10021652970208345 0.046984740033761907 -0.065758620672128149 0.079899548696533637 -0.074060321180185046 0.099703410373156873 0.084992308933212954 -0.10022923427135877 -0.042375957723974927 -0.011816224657344172 0.061788576294809251
leaf_weight=5.3177495109464479 1.5692421441490285 54.024538175680767 0.047524456051179165 0.037171155561509295 0.043400926515460014 0.026904722675681114 0.023074699565768242 0.01726114796474576 0.10927352035272969 0.017642235449825627 0.029822757572219416 0.21518208214547474 0.10184901777007127 0.52336768923851196 0.11710548912662944 0.82758548182391578 1.0755587478323603 0.014084507919397304 0.041583604585866851 0.012772217046403966 0.025099388581793391 0.017211593682787907 0.018603405589887601 0.027987027727974123 0.014569949889846612 0.01204577476232771 0.014473820298292139 0.027948178007477509 0.082548228122760747 0.054291025216741673
leaf_count=883 38 2659 5 10 2 2 1 4 54 72 19 14 51 13 19 54 31 145 8 81 20 32 29 30 3 10 21 80 186 57
internal_value=-2.49999e-06 0.000149379 -4.36047e-05 0.0103714 0.00446681 0.0107115 0.00404479 0.00916052 0.00522451 0.00876842 -0.00168751 -0.0014114 -0.00938877 0.00179058 0.0272738 -0.000176809 -0.00552117 0.00276195 0.00505969 0.00875285 0.00130633 0.00570514 0.00186319 0.00647321 0.000632289 0.010786 0.00401409 -0.00142738 0.00725071 0.0263893
internal_weight=64.4875 58.2122 56.643 0.715294 0.66777 0.630599 0.587198 0.560293 0.537218 0.519957 0.410684 6.27525 0.957504 0.742322 0.218955 55.9277 1.90314 0.393041 0.378957 0.349134 0.307551 0.294778 0.269679 0.252467 0.233864 0.205877 0.191307 0.179261 0.164787 0.0822392
internal_count=4633 3653 3615 871 866 856 854 852 851 847 793 980 97 83 70 2744 85 721 576 557 549 468 448 416 387 357 354 344 323 137
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 1 1 2 0 2 2 0 1 2 2 0 2 1 1 1 1 1 2 2 0 1 0 1 2 2
split_gain=0.00130549 0.0246381 0.058011 0.206265 0.101374 0.0706668 0.0380828 0.0363343 0.0161684 0.0435811 0.01725 0.0130848 0.0101774 0.0300602 0.0184531 0.0109833 0.0100652 0.0168704 0.0111267 0.008902 0.00816327 0.0162957 0.00872924 0.0789748 0.0753871 0.0681417 0.133833 0.0459957 0.0248524 0.0135145
threshold=0.48185683060000012 0.3459626957000001 42.876019054300009 0.48104847160000008 0.48077901860000011 0.34614233110000009 0.34608245260000009 42.957059535450007 0.48271009850000007 41.489621506400006 42.081757894750005 0.48149755995000004 0.3453339720000001 40.408647214050006 41.243661560350013 0.48001556840000009 41.976795488650005 0.3465914194000001 0.35331277505000008 0.35585760905000008 0.34494476210000008 0.3453339720000001 42.670715716450012 43.157831852650006 0.48847339900000003 0.34608245260000009 0.50386215985000016 0.38334181610000007 43.022303514600004 42.027798546600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 6 -4 -3 -7 9 -2 -11 12 15 -14 -15 -1 17 -8 -19 -20 -10 -22 29 25 -25 -24 -27 -28 -29 -23
right_child=8 2 5 -5 -6 7 16 -9 20 10 -12 -13 13 14 -16 -17 -18 18 19 -21 21 22 23 24 -26 26 27 28 -30 -31
leaf_value=-0.00020236726470541992 0.023195235361717376 -0.10564241602626279 -0.10184890750930331 -0.12682855767070275 0.099422524637676299 0.10279670684096852 0.10004173888584267 0.0019112561156275996 -0.0062390738568928201 -0.013945428551142969 0.0095508436489920995 -0.012637143491695502 -0.010738156502738913 0.016463876606321332 0.0033175238322302771 -0.0090786736224130107 -0.068798946910651609 -0.10102349998414061 0.08786458842151712 -0.041781700247540264 0.014003675361629945 -0.00056809706728393823 0.040305681361699992 -0.081124416445811531 0.002845955817328463 -0.10501090789241418 0.04480742417879266 -0.079284651352604596 0.044542515034792646 0.0046090027736877658
leaf_weight=12.861191498657154 1.0776846692706095 0.050454158996219023 0.035051146928338967 0.16644731780401401 0.093972441041842103 0.077802658081054688 0.020611417130567133 0.065968743541737124 2.0855947843811 0.74440683238208272 0.53847926249727607 0.80172012653201719 1.2417793378855417 1.3880496057681737 4.6267435955667366 1.5634781149624348 0.012960575201248048 0.010391286990736329 0.010972022387420566 0.010238308892710875 0.83486272697336872 25.189095189393026 0.088638093322513156 0.10987054279900066 3.9766053331431528 0.24867481311957818 0.11788388059358113 0.068817913552483123 0.021201786589557514 6.3042554369963488
leaf_count=887 17 5 9 7 2 1 23 108 29 11 58 13 20 23 148 27 22 15 13 50 28 1763 15 19 974 19 14 60 26 227
internal_value=-2.01065e-06 -0.000605412 -0.0214222 -0.0437193 0.0222792 0.0254667 -0.0404164 0.056506 0.000333715 0.00837044 -0.00408309 -9.1663e-05 0.000372239 0.00342691 0.00635134 -0.00116446 0.0100783 0.0296577 -0.0162487 0.0252838 -0.000152161 0.000191315 -0.000127894 -0.00418133 0.000588296 -0.0399304 -0.055507 0.00370484 -0.0501204 0.000468241
internal_weight=64.4439 23.0378 0.55487 0.376048 0.2096 0.178823 0.115628 0.143771 41.4061 2.36057 1.28289 22.483 21.6812 7.25657 6.01479 14.4247 0.0651736 0.052213 0.0316016 0.0212103 39.0455 36.9599 36.125 4.63169 4.08648 0.545216 0.456578 0.207904 0.0900197 31.4934
internal_count=4633 1373 255 137 130 118 128 109 3260 86 69 1118 1105 191 171 914 123 101 78 63 3174 3145 3117 1127 993 134 119 100 86 1990
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 0 2 2 1 1 1 0 0 2 0 1 1 0 2 1 1 0 1 0 0 0 0 0 0
split_gain=0.00136287 0.00949091 0.00713381 0.0242918 0.0386012 0.0143306 0.0219129 0.0226856 0.0111708 0.00572278 0.0060319 0.00486412 0.0187456 0.0119519 0.0175852 0.0127499 0.00942406 0.00880985 0.0149327 0.0429369 0.0392981 0.0106797 0.0143788 0.037399 0.0611344 0.0669338 0.0146263 0.00639536 0.0100866 0.0176341
threshold=40.621691032550004 40.722669576350008 40.148327922700012 40.21994457600001 0.34479506600000004 0.51484985480000012 0.47976108500000009 40.542362378300005 40.040404835300002 0.4172030777500001 0.41861022125000008 0.34512439750000007 0.48001556840000009 0.47811442770000007 38.171717059500004 0.47396784530000008 0.34548366815000003 0.36042334060000009 0.50291907430000016 36.772607578000013 0.36551300860000008 0.37227927305000003 0.52252926560000013 0.38906020780000011 0.5195503128500002 0.51484985480000012 0.52324780695000006 0.5380527529500001 0.54191491270000014 0.54353163080000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 -5 6 -6 -8 11 -7 -11 13 -13 14 15 -1 -14 -18 19 -19 -20 -22 23 24 25 -23 -24 -28 -29 -30
right_child=1 -3 3 4 5 9 7 -9 -10 10 -12 12 16 -15 -16 -17 17 18 20 -21 21 22 26 -25 -26 -27 27 28 29 -31
leaf_value=0.0043339779065697179 -0.01125539612528334 -0.0001523677768196363 0.019522351744847313 -0.018512913236537608 0.00015336929391643152 -0.01035667786823013 0.026325348903322693 0.0053899467663546191 -0.012420956587199314 0.0053597332000736297 -0.0069874921344246681 0.016747147260704656 -0.026139347777474304 -0.0092167341642053185 0.01942368167398548 -0.013907889781150769 0.010309976171024362 0.0034226745420948279 0.051346052965749005 -0.035489455434686408 0.018404898752250116 -0.076093585459728844 0.017543903105345402 -0.037075749021964824 0.052823633793308448 0.016250887945306828 -0.0059936239558686794 0.006334344980400905 -0.016757677358751104 0.00099010607963647399
leaf_weight=0.96489545138673072 0.78579128942796117 38.028691298851669 0.8017160193894427 0.8762362178240436 2.1314043606073474 0.65858252658654315 0.9194388324121977 1.1842638699745291 0.76303965684047526 1.0361582264304159 0.64005770681580765 0.70465928055877469 0.13672585505992074 1.7623138433555139 0.4521819079167243 0.63549552367430806 0.81328699372329438 0.76958512535130974 0.15156726911663909 0.44902228222326812 0.30625763826537777 0.13042898917046741 0.48501097988992015 0.36717624647252478 0.17402378702536225 0.19711437048681546 1.6008193381681213 2.3226145482608445 0.6696035004351869 3.4152647235421556
leaf_count=175 94 2812 34 27 29 16 42 9 35 4 53 73 6 25 38 12 44 38 5 31 20 38 20 42 15 13 149 34 14 686
internal_value=-3.94479e-06 -0.000377146 0.000563697 0.00298316 0.00120241 0.00383186 0.00729959 0.0145399 -0.000591723 -0.00245828 0.000644985 -4.49491e-05 0.000896096 -0.00317606 0.00201039 -0.00290964 -3.55965e-05 0.000265545 -0.000474503 -0.0109153 0.000821163 2.90995e-05 -0.000572022 -0.0128258 0.00492664 -0.020521 0.000681359 -0.000339896 0.00107261 -0.00191916
internal_weight=64.3334 38.8145 25.5189 8.24786 7.44614 6.56991 4.23511 2.1037 17.2711 2.3348 1.67622 16.508 12.6932 3.81489 2.05257 1.60039 11.9885 11.8518 11.0385 1.21861 9.81988 9.66831 9.36206 0.868743 0.501567 0.327543 8.49331 8.0083 6.40748 4.08487
internal_count=4633 2906 1727 214 180 153 80 51 1513 73 57 1478 1228 250 225 187 1155 1149 1105 69 1036 1031 1011 108 66 51 903 883 734 700
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 2 0 2 2 0 0 2 2 2 1 0 0 1 0 1 0 2 1 2 2 0 2 2 2 1
split_gain=0.00124027 0.00569641 0.00797636 0.00606444 0.00466038 0.0285239 0.0412014 0.10662 0.0537238 0.0207566 0.0490914 0.0417754 0.0289351 0.023294 0.020875 0.0140327 0.0245679 0.0123191 0.0118257 0.00876196 0.0102211 0.00704797 0.0037458 0.0102201 0.00367108 0.0130306 0.0164898 0.00731556 0.0104683 0.0198513
threshold=0.54504356155000011 0.54353163080000011 40.00488309970001 0.54284302865000023 0.44393880420000004 42.081757894750005 0.56579144335000009 42.580420142950011 43.521589032450009 0.56345618395000019 0.56685428580000019 41.087689990200012 41.087689990200012 40.300545846000013 0.43540612555000008 0.56065686655000013 0.5619592227500001 0.43593006200000012 0.55688452445000014 0.42111014640000005 0.55131582885000008 43.426369480700011 0.44844465735000011 40.986363433950011 40.767054867700004 0.53938504835000012 40.94178426300001 40.408647214050006 40.518963363600001 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 24 5 9 8 -8 -7 11 -11 19 13 14 -12 -6 -17 18 -10 20 -2 -9 23 -18 27 26 -26 -1 -29 -30
right_child=4 2 -4 -5 15 6 7 21 17 10 12 -13 -14 -15 -16 16 22 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0001013343129601695 0.0096058729436030391 0.014339086223730266 -0.0007508367971507528 -0.0092593027010712866 0.025222382058826355 -0.10217476622723945 0.10117679886811481 -0.10214984861096754 -0.10020032002324264 -0.1034097842981697 -0.10201135978755214 0.036239859435771078 -0.063191085027380453 0.050548226704604564 0.029243132410810758 -0.05068241744818755 0.035240835550534928 0.089970694117669406 0.060357890971095653 -0.012083645835404269 -0.0087872324024564352 -0.03564101522051967 0.0010402970495463726 -0.0485121141666114 -0.014159963286708183 -0.014872130476607286 8.6575945392230338e-05 0.012533100763058906 -0.0068433775881797596 0.0075340252387553546
leaf_weight=17.310281012609625 0.71057760186635943 0.66955024271999153 0.73463638125031139 0.6991744312690561 0.2231441376069937 0.11831697041816358 0.062899849018094756 0.044809486973463208 0.0096768518786198854 0.06449049892108849 0.023713762550102047 0.30899463515311243 0.056911206687800586 0.092983610345982015 0.024778046970697076 0.095387843050502741 0.021099063467539092 0.019511979073286057 0.0087220808723031951 0.72131600580027289 0.52560463120477152 0.02472492656246672 4.0633049073654517 0.047082673623691562 0.83438364116171015 0.62468818172987894 30.906126979064226 1.207646023774031 1.5754636662010453 2.4596696694153906
leaf_count=882 25 17 39 16 33 34 3 17 33 19 15 28 12 15 28 9 26 4 24 84 25 39 1221 36 25 29 1739 26 96 34
internal_value=-2.74484e-06 0.000154066 0.0064444 -4.74727e-06 -0.00123301 -0.00441508 -0.0341963 0.00683737 -0.0689805 -0.00101632 -0.0276158 0.00206879 -0.00297706 0.0212452 -0.0349437 0.000782076 -0.000508171 0.0346161 -0.0240871 -0.00332517 0.00178542 -0.0785008 0.000650253 -0.0225945 0.000113074 -0.000569425 -0.000287932 0.00109251 0.0043651 0.00192056
internal_weight=64.2897 57.0216 1.40419 55.6174 7.26805 2.81803 0.288662 0.132434 0.156228 2.52937 0.262877 2.26649 0.198387 0.141475 0.0484918 4.45002 4.22687 0.0379109 0.0183989 1.9575 1.23618 0.0695344 4.13149 0.0681817 54.9183 32.3652 31.7405 22.5531 5.24278 4.03513
internal_count=4633 2903 56 2847 1730 405 154 59 95 251 89 162 70 58 43 1325 1292 61 57 134 50 56 1283 62 2831 1793 1764 1038 156 130
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 0 0 0 1 1 0 2 2 2 2 0 0 2 1 1 1 0 2 2 0 0 0 1 1 0
split_gain=0.00120499 0.0195061 0.00604989 0.0355881 0.0164988 0.0129922 0.00487944 0.00977469 0.0102707 0.00744222 0.0600898 0.0216703 0.0545105 0.0298469 0.0343253 0.00930988 0.0169042 0.0129195 0.00662255 0.0290949 0.00548219 0.00860895 0.00508701 0.0134417 0.00415988 0.00385543 0.00365432 0.129838 0.00712355 0.00989123
threshold=0.47721625100000004 0.34422622080000004 0.47642286160000008 41.542492784600007 0.47709649410000005 0.47697673720000006 0.47787491390000009 0.47938684470000009 0.34548366815000003 0.34536391125000004 0.48001556840000009 40.574766824850009 41.037275035300006 41.489621506400006 42.844429421150004 0.48119816770000007 0.48265022005000008 41.972095654800007 0.34566330350000002 0.34575312120000007 0.34494476210000008 0.47774018740000007 40.518963363600001 41.641174900500005 0.48271009850000007 0.48149755995000004 0.48458129995000004 0.34587287805000005 0.34614233110000009 0.48847339900000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 20 8 22 11 -11 -9 -13 -14 25 17 -17 -12 -18 -20 -3 -22 -8 -24 -21 -15 -26 -28 -29 -30
right_child=1 6 3 4 -6 -7 7 9 -10 10 15 12 13 14 -16 16 18 -19 19 24 21 -23 23 -25 26 -27 27 28 29 -31
leaf_value=-5.8662754897393636e-06 0.037960972579309096 -4.5699371484118936e-05 -0.044983454054945672 -0.0010723644243094395 -0.0079288180327161447 0.048042941354502253 -0.0042298127582357983 0.010933268315980654 0.0014791140587689182 -0.051129964624548122 -0.00017002888605299377 -0.018630336830724393 0.016042461516796513 -0.0057150692146403807 0.0085332370503233401 -0.0083862363899530595 0.0061242048873333711 0.015614956753852932 -0.022251560519555961 0.008950575119014377 0.0017771052342180839 0.016731915593950104 -0.02275387618376612 -0.0027466625217264845 -0.0033329076254511349 -0.015586301989492894 0.10102712354785766 -0.010873456024137558 0.010178884411088924 -0.00014339264646706084
leaf_weight=5.3197770160573503 0.13603883499819502 1.793458485975868 0.210201785492245 0.10189715770639651 0.52616791347099934 0.11423933244032014 1.3899526762543239 2.4128794920397834 1.6719887521644521 0.23165166096987988 1.2511900412482639 1.2805938227102158 1.5461406641406936 0.69416125118732475 1.8821055844891814 2.4862223423808407 1.7578002733644016 0.88545483911730105 0.58647652686340634 0.53623292245902732 0.92063084830442654 0.66153991618193686 0.67899263967774437 0.66436457438351226 2.8803024737280785 0.92014131683390588 0.12767227599396846 0.59385183267295616 0.95901238892758911 29.00941215371601
leaf_count=883 15 18 14 51 13 19 23 33 48 45 19 17 23 14 21 37 31 29 17 58 40 14 25 29 25 31 5 4 47 2985
internal_value=-3.38788e-06 0.0001391 -0.00132003 -0.00865965 0.00162633 0.0248876 5.01158e-05 -0.000178618 -0.0046945 0.00021893 -0.000341912 0.00287068 -0.000205961 0.00447305 -0.000643039 -5.54722e-05 -0.000408148 0.00637148 0.000136019 -0.000167386 0.00373943 0.00803004 -0.00847095 -0.0128592 0.000212361 -0.0113416 7.27817e-05 0.000392411 -2.79849e-05 0.000186928
internal_weight=64.2306 57.9583 6.27228 0.952506 0.742304 0.216136 57.8222 54.4466 4.4053 50.0413 41.3053 8.73602 6.32314 5.04255 3.49641 41.0736 38.937 2.13664 36.4508 34.693 3.37563 1.58217 2.73331 1.34336 34.1065 1.6143 33.5703 30.6899 30.5623 29.9684
internal_count=4633 3653 980 97 83 70 3638 3566 125 3441 3302 139 106 89 66 3257 3209 48 3172 3141 72 54 77 54 3124 45 3066 3041 3036 3032
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 0 2 0 2 0 2 1 0 0 1 1 2 1 0 2 2 2 0 1 1 0 1 0 1
split_gain=0.00132141 0.00683899 0.0319705 0.00881881 0.0172449 0.0200993 0.0264149 0.00864904 0.00725791 0.00571294 0.00524479 0.0613016 0.0411086 0.00626965 0.0233423 0.0131343 0.0443585 0.0352887 0.0879543 0.0863377 0.0171315 0.011311 0.0334925 0.0246998 0.260808 0.0289487 0.0980186 0.112296 0.0753438 0.0581927
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 0.32467590790000006 0.32168198560000011 41.529896397300007 0.41229304515000009 41.965446242000006 0.54284302865000023 40.099856909850011 0.47396784530000008 38.171717059500004 0.34269932035000011 0.47757552170000012 0.47721625100000004 0.34515433670000012 0.34524415440000006 40.21994457600001 0.3447052483500001 0.47774018740000007 41.873095646600007 41.184662530950007 40.94178426300001 0.47961138885000004 0.34569324270000007 0.34626208795000007 0.49194634890000005 0.36510882910000009 0.52688542260000015 0.40115565405000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 10 -4 -8 11 -5 -13 14 -12 17 -17 -15 -19 -20 21 22 -18 -23 -25 -26 -27 -28 -29 -30
right_child=-2 2 8 7 -6 -7 9 -9 -10 -11 13 12 -14 15 -16 16 20 18 19 -21 -22 23 -24 24 25 26 27 28 29 -31
leaf_value=0.068561213115861733 -0.00075508728520215897 -0.009245019012572072 0.019853264265807486 0.0035160475134069476 0.099325525541605716 0.10035585180153213 -0.021441080468645846 -0.011490642638205853 0.0054793177302604034 -0.086897745501963664 -0.0011447224875115549 -0.0075158512284795413 -0.10289632373301259 0.0062164421910084703 0.017778048784032951 0.015106314446920458 -0.00056476770475311642 0.0098623853261534389 0.00024018923414937155 -0.037772536655613656 0.011426427385326336 0.0058814195540309233 0.016187087059453788 -0.08740095559590394 0.0040705820330210977 -0.087790676256601433 0.10082795346111713 -0.081407274675054014 0.015283390881338689 -0.040030985913073996
leaf_weight=0.025747698031730715 17.065263771049842 0.91760681554580559 0.93578737753000474 0.9573136518251999 0.025833947125968315 0.018820821988981828 0.026188488050895131 0.65476331723021886 0.56240655920256799 0.027164351398823783 2.1424253463574128 0.082528919988362759 0.099867165111470868 2.0354874836048102 0.93699809035751958 2.0070634235162279 22.90361306570907 1.4057123491074892 1.0429962035268547 1.3989029345684683 1.2144066785006362 1.7121390613028795 1.2591100813922071 0.3815989268478005 3.0746141984127462 0.15720754920039337 0.094526329310610779 0.13942254943503929 0.59923732643619587 0.27862518768956746
leaf_count=44 1990 40 34 139 13 22 53 55 30 7 68 39 94 31 16 21 1459 29 6 46 32 32 76 23 24 15 9 41 14 131
internal_value=-1.13192e-06 0.000271936 0.0054544 -8.13454e-06 0.0266495 0.00747582 -0.0146236 -8.21392e-05 0.0144574 -0.054768 8.79251e-05 -0.00660719 -0.0597394 0.000266274 0.00461304 -7.08539e-05 0.000687703 -0.00443175 -0.0100649 -0.0215364 -0.000221916 -0.000684196 0.000308165 -0.00440903 -0.00813767 -0.00117419 -0.0138814 -0.00343078 -0.0131185 -0.00227286
internal_weight=64.1834 47.1181 2.4158 44.7023 0.123755 0.0979214 0.0791005 44.5786 1.49819 0.0533528 43.9238 1.13971 0.182396 42.7841 3.07942 39.7047 33.8216 5.8831 3.84761 2.4419 31.8145 30.6001 24.1627 6.43737 4.72523 4.34363 1.26902 1.11181 1.01729 0.877863
internal_count=4633 2643 104 2539 139 126 104 2400 64 60 2345 272 133 2073 84 1989 1877 112 81 52 1856 1824 1535 289 257 234 210 195 186 145
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 0 0 1 1 0 2 0 1 2 1 1 0 0 2 1 1 0 2 2 2 0 2 2 2 2
split_gain=0.00136196 0.0216396 0.0443742 0.0202532 0.0509701 0.180871 0.0886824 0.0629466 0.0360246 0.0351122 0.017956 0.0102781 0.010064 0.027537 0.0155097 0.0149424 0.0214563 0.0593714 0.0170616 0.0185868 0.0114889 0.0297275 0.00919683 0.0666969 0.0402979 0.025653 0.0121018 0.0452862 0.0222673 0.0425271
threshold=0.48185683060000012 0.48271009850000007 41.489621506400006 0.3459626957000001 42.876019054300009 0.48104847160000008 0.48077901860000011 0.34614233110000009 0.34608245260000009 0.47880302985000006 42.081757894750005 0.48149755995000004 0.3453339720000001 40.408647214050006 0.34536391125000004 0.34560342505000002 0.48001556840000009 0.47709649410000005 41.741384785950011 0.34569324270000007 0.34524415440000006 0.48001556840000009 41.362929270750008 41.559097512700014 41.32819714970001 0.47880302985000006 43.564719632750005 42.759119507950011 43.022303514600004 43.067541470150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 11 5 6 8 -6 -5 -9 -4 12 20 -14 -15 16 17 -16 -17 -20 22 -22 24 -24 -1 26 27 -25 -29 -30
right_child=1 -3 10 4 7 -7 -8 9 -10 -11 -12 -13 13 14 15 18 -18 -19 19 -21 21 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=-0.00035539703258749295 0.024649181037472379 -0.00022364569695818506 -0.013030367593011186 -0.1051018105206174 -0.10168216545311444 -0.1234730708864693 0.098166011942910913 -0.0164021607356215 0.012085086718214951 0.090569285750668305 0.010905269909726333 -0.011340755636585318 -0.010279322467777227 0.016040475112588399 0.0047318570623175711 0.0025606956949277703 0.0059837222979888458 -0.04928880088789564 0.0082312514859779785 0.037214794963123604 0.0010758310696349534 -0.025444078057914168 0.041751271299712678 -0.0036614997624795 -0.028108295826042663 0.025520625317951958 0.0012926472402560105 -0.10523733440510025 0.031659084681171866 -0.10247160784764762
leaf_weight=6.6628295221811671 1.073424157983083 38.806604868529327 0.74057513847947098 0.046124198565849428 0.031913153931924398 0.1528440911164779 0.085493671242147684 0.046441384120663676 0.060827592565200705 0.090440842788666487 0.54337023221887648 0.79437706177122791 1.2392590942484289 1.2431034558380814 0.56556464558697461 1.7539315081667157 1.16011879988946 0.31775558340541465 0.58112138012620551 0.35729973453896946 1.1432775100575234 0.6706168702803551 0.40882051687873389 1.3335021356610892 0.56778243859298516 0.3569857152899657 3.0494476906611738 0.064698773983327879 0.052069357585985181 0.043290506274229291
leaf_count=418 17 3174 11 5 9 7 2 102 123 7 58 13 20 16 24 14 22 37 18 40 50 7 18 127 4 18 187 24 7 54
internal_value=-2.34756e-06 0.000341457 0.00964408 -0.000620897 -0.0202452 -0.0422607 0.0222398 0.0247899 -0.0384531 0.054276 -0.00290072 -0.000169826 0.000241547 0.00328739 0.0060994 0.00348995 -0.00295766 -0.0147009 0.00838355 0.0192666 -0.00129018 -0.00872887 -0.000214135 0.00294646 -0.00253469 -0.000291136 -0.0023194 -0.00969423 -0.0599549 -0.0292322
internal_weight=64.0439 41.164 2.35737 22.8799 0.514085 0.34529 0.192445 0.168795 0.106952 0.136882 1.28395 22.3659 21.5715 7.21815 5.9789 4.73579 2.04344 0.88332 2.69235 0.938421 14.3533 1.81389 12.5394 5.30881 7.23061 4.89999 4.54301 1.49356 0.160059 0.0953599
internal_count=4633 3260 86 1373 255 137 130 118 128 109 69 1118 1105 191 171 155 83 61 72 58 914 57 857 435 422 417 399 212 85 61
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 0 2 0 0 2 2 1 1 2 2 1 1 1 0 1 2 2 0 2 0 1 1 1 0 1
split_gain=0.00118155 0.0447066 0.0942031 0.0374341 0.0307767 0.0305163 0.0266169 0.0264922 0.0147644 0.0548955 0.130338 0.0155614 0.00957124 0.0291592 0.079666 0.0261456 0.02047 0.0118139 0.050732 0.0107237 0.0153269 0.0332317 0.00788086 0.0322947 0.0202283 0.00655231 0.0526189 0.0542355 0.0233876 0.050732
threshold=0.50291907430000016 0.37227927305000003 0.5116313883000001 0.36880632320000012 36.772607578000013 0.50730517050000012 43.111435027700004 0.5054040298000001 0.49688632075000011 41.087689990200012 42.527280425250005 0.36476452800000009 0.34900152690000003 42.283941020600004 43.426369480700011 0.34708541665000009 0.36166581840000006 0.3584174126500001 0.48735067810000005 0.35027394390000005 39.852039223600009 38.324118171300007 0.51657136015000005 40.300545846000013 0.5195503128500002 0.38512319990000005 0.38906020780000011 0.39019789825000006 0.52324780695000006 0.39048232090000007
decision_type=2 2 2 2 2 2 2 2 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 6 4 -2 -6 -3 -5 12 11 -11 -10 15 17 -15 -1 -16 19 -19 -14 21 -21 23 -4 -24 -26 -27 -28 29 -29
right_child=1 2 22 7 5 -7 -8 -9 9 10 -12 -13 13 14 16 -17 -18 18 -20 20 -22 -23 24 -25 25 26 27 28 -30 -31
leaf_value=-0.00029958029244541308 -0.041770311839578834 -0.10287095830697202 -0.011138495139126495 0.067102375758264096 0.055691578624617849 -0.012030762663900015 -0.016834256619775206 0.019407971365739494 0.011835068592473165 -0.090881747316354983 0.020938656227722834 -0.0098239706850433619 -0.0041294736727130301 -0.10069060624722924 0.091554297849014546 0.011126676296341176 -0.015559549735152426 -0.097386691846433379 0.013633644969158488 0.04174804326062493 0.042815276289072932 -0.091917258889283815 -0.035942574551412768 0.03856868725698491 -0.0098142282921156957 0.039028579562670772 -0.04104116117783687 0.054443504842379892 -5.6223241069411551e-05 -0.0052899345184823712
leaf_weight=35.90031166864803 0.1210312035400517 0.1127861135039997 0.27621448647323887 0.22200119207263924 0.1227558738028165 0.14528969744588949 0.052786476379406366 0.24497587915539043 0.6432013181338323 0.23254169872961927 0.18892701421029301 0.68498928738063114 0.48681567172401774 0.10713746926772638 0.034157395948568592 2.1208899563230466 0.037350403196406368 0.062689299311087687 0.11985178904205895 0.045433103459571411 0.13684399410703918 0.031493317046283664 0.15566731875779538 0.24811279009695397 0.62963570780323408 0.34924520758284217 0.31878703629172633 0.24882047739811242 19.556568825380239 0.33175819592728828
leaf_count=1442 6 51 25 25 19 37 25 16 28 17 32 50 5 37 67 27 34 44 19 39 17 10 27 20 30 33 28 9 2377 37
internal_value=-2.54253e-06 0.000568405 -0.000293237 0.0229942 8.48455e-05 0.0189838 -0.0754415 0.0420819 -0.000326051 -0.00931319 -0.0407573 0.000664827 7.62837e-05 -0.00928828 -0.0461341 0.000337797 0.0356059 -0.00183485 -0.0244936 0.004069 0.0227392 -0.0129739 0.000269394 0.0123831 -2.47874e-05 0.00023606 0.000540216 -0.000116897 0.000530966 0.0203102
internal_weight=63.9691 23.1364 22.2804 0.856054 0.389077 0.268046 0.165573 0.466977 40.8326 1.74966 0.421469 1.32819 39.083 1.06177 0.178645 38.0212 0.0715078 0.883127 0.182541 0.700586 0.21377 0.0769264 22.1148 0.524327 21.5905 21.4348 20.8052 20.4559 20.1371 0.580579
internal_count=4633 2765 2662 103 62 56 76 41 1868 127 49 78 1741 272 138 1469 101 134 63 71 66 49 2586 45 2541 2514 2484 2451 2423 46
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 2 1 1 1 0 0 2 2 2 1 2 0 0 2 0 2 0 2 1 0 1 0 1 2 0
split_gain=0.00129731 0.00579312 0.0267576 0.00692404 0.0064817 0.0146899 0.00399614 0.0520131 0.0115076 0.032912 0.0755062 0.0181775 0.0389323 0.0199023 0.0405741 0.149936 0.0601684 0.0602705 0.0215002 0.0123053 0.0205265 0.0117322 0.0109768 0.00884365 0.00846039 0.00832912 0.0125329 0.0251118 0.00842584 0.0120693
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 0.35027394390000005 41.909642283050012 41.873095646600007 0.34554354660000003 0.34560342505000002 0.34515433670000012 0.47868327295000007 0.48077901860000011 41.600558339100012 41.362929270750008 40.621691032550004 0.3447052483500001 41.319407281650008 0.47976108500000009 0.47961138885000004 40.148327922700012 0.47697673720000006 38.983591653800012 0.47787491390000009 40.542362378300005 0.34446573455000007 0.48233585820000008 0.34566330350000002 0.48001556840000009 0.34575312120000007 41.559097512700014 0.48271009850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 8 -8 11 21 -11 12 13 18 23 16 17 -16 19 20 -1 -10 -20 -15 -12 -9 -27 -28 29 -29
right_child=-2 2 3 -5 -6 -7 7 25 9 10 24 -13 -14 14 15 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0011832790426694775 -0.00075182777323435474 -0.0085339687892625072 0.0065527283539245085 0.0202024026018887 -0.0069965108961607325 0.015374718671736532 -0.026559055671405943 0.008525264412807711 0.005074695914024722 0.035880593482467381 -0.0035552119797729364 -0.017157947844285277 0.026078872955533891 -0.0070072852030769643 -0.10328251422683613 0.0068091521163768029 -0.10955384811004545 0.042787699854490074 0.014910131651280032 -0.0089667131930963213 0.032780948503977968 -0.0066817547845817562 0.0010285993294718205 0.010614873547100414 0.0092502504870486009 0.013693126940463349 -0.015344955554443488 0.013526763408278223 -0.007150045146168852 5.8026346286980546e-05
leaf_weight=1.6846319416165685 17.00665416142126 0.90077413357972291 0.75102384760975816 0.73566927250487169 1.2821985627643844 0.63013961066690072 0.75894327601418154 1.0976579062407861 1.391858410387431 0.92632239777594838 1.2596799787133934 0.64932059212082727 0.54435664705323539 0.54827109548204933 0.049730902335596627 0.52314621955156326 0.21980783878825605 0.065389398485422134 1.3101621023045029 1.9236666522920129 0.19895304136707626 2.175738706602715 1.0078264329458759 0.5925795640796423 0.87385446130065236 0.61732957746536499 1.1220059129409516 0.68730686898229265 1.5479519919358065 20.793378466907512
leaf_count=202 1990 40 7 57 92 17 13 8 42 16 13 27 32 33 62 2 8 4 35 35 23 17 16 7 40 96 11 15 104 1569
internal_value=-3.67908e-06 0.000267787 0.00506661 0.0133071 1.02222e-05 0.000218186 -6.16863e-06 -0.000755966 0.0012458 0.00443118 0.0120404 -0.00101985 0.000188987 -0.00154575 -0.0102099 -0.0266376 -0.0788804 -0.0203133 0.00128172 -0.00334112 0.00240418 -0.00209511 0.00887465 0.002146 0.00168966 1.14205e-06 -0.000376627 -0.000736273 -2.45054e-05 0.000488979
internal_weight=63.8763 46.8697 2.38747 1.48669 44.4822 43.2 42.5699 26.6246 15.9453 6.62745 3.05986 9.31784 8.66852 8.12417 1.99893 0.858074 0.334928 0.11512 6.12524 3.80725 1.88358 3.5676 2.31799 1.14085 2.13353 25.8656 24.768 24.1506 23.0286 21.4807
internal_count=4633 2643 104 64 2539 2447 2430 1816 614 128 69 486 459 427 116 76 74 66 311 260 225 59 51 40 53 1803 1795 1699 1688 1584
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 1 0 2 1 2 0 0 2 0 0 2 0 0 2 1 2 2 0 1 0 0 0 0 0
split_gain=0.00116593 0.00746577 0.00657584 0.0133968 0.0273415 0.00940008 0.00652629 0.0142094 0.00786539 0.00537867 0.021326 0.0250518 0.0698308 0.0153786 0.055797 0.0246984 0.0585074 0.0141211 0.0112853 0.0146435 0.0108548 0.0162769 0.00998672 0.0346416 0.0265286 0.0100772 0.0189319 0.0241085 0.0301209 0.0093741
threshold=40.621691032550004 40.722669576350008 40.300545846000013 40.21994457600001 40.148327922700012 40.003678352300007 0.40115565405000009 0.47976108500000009 40.467253020850002 0.34512439750000007 39.896141435400004 0.48001556840000009 0.47847369840000004 39.476991512000005 0.48911709230000006 0.52252926560000013 39.746231405950006 0.47787491390000009 0.47811442770000007 38.171717059500004 0.36510882910000009 35.119813570500007 39.117456157700005 0.52252926560000013 0.44720217960000008 0.50730517050000012 0.52290350590000012 0.5218855723000001 0.5195503128500002 0.47396784530000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 9 7 8 -4 18 11 12 17 14 -13 16 -15 -11 19 29 21 -16 25 -24 -25 -22 27 28 -27 -1
right_child=1 -3 6 -5 -6 -7 -8 -9 -10 10 -12 13 -14 15 20 -17 -18 -19 -20 -21 22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.0037505153119023107 -0.010036392292505131 -0.00015029200158918509 0.0057970388920279281 -0.010519318951486174 0.018436549585924177 -0.0085675403019587169 -0.0011093498083302299 0.011803727730173805 -0.0065093521102095389 -0.10175622454930155 0.013943084829902808 0.053666413493121318 0.083906721403816956 -0.067097040803220029 8.4907566750405929e-05 -0.0027937146956694978 0.0075674769501188751 -0.0018359764327025197 -0.0090017404842497473 0.01820873269914388 0.011368324526300563 -0.028333303464210785 -0.019420849043304794 0.0099173551116847752 0.062740158491283685 -0.02450178699852653 0.00039221753958934352 -0.045872209437626196 0.030099937834755116 -0.011860490044231066
leaf_weight=0.96288411722118261 0.77969364645228623 37.660879465589964 1.0942844949722705 1.2229935083922985 0.79422477298257632 1.3450462783738029 2.1420311100380722 1.9698321660525833 0.98848273919975316 0.028658558432870573 1.1801193563833141 0.19595720658511773 0.11172471195459366 0.21394113549467908 0.51402201165455963 1.3887426261393847 0.20600870717316866 0.027925424335990101 1.761344709782861 0.43461082525391237 0.68463052276274527 0.33154633883987117 0.21334387594833959 0.24425629345932975 0.15567053855386348 0.27357903143877127 5.8823264014163916 0.20617494500584144 0.16018738600541838 0.64052958168031182
leaf_count=175 94 2812 16 34 34 72 51 48 31 53 27 16 12 21 14 82 22 5 25 38 45 41 11 26 27 42 712 12 23 12
internal_value=-3.53145e-06 -0.000350813 0.000522563 -0.000392287 0.000297415 -0.00054197 0.00335522 0.005715 -4.35826e-05 0.000140458 0.00117723 -0.000212718 0.0380669 -0.00081652 0.000898589 -0.0092197 -0.03047 -0.0524434 -0.00313924 0.00192737 -0.000294643 -0.0110578 0.000869145 0.0131196 0.0304785 -0.000173305 -0.00138481 -0.0177192 -0.00433769 -0.00248575
internal_weight=63.8157 38.4406 25.3751 19.1804 17.9575 17.1632 6.19463 4.0526 2.08277 15.8182 12.0188 10.8387 0.168309 10.6704 8.86169 1.80869 0.41995 0.056584 3.79937 2.03802 8.66574 0.845568 7.82017 0.613271 0.399927 7.2069 6.52227 0.639941 0.433766 1.60341
internal_count=4633 2906 1727 1581 1547 1513 146 95 47 1441 1191 1164 70 1094 969 125 43 58 250 225 953 55 898 64 53 834 789 77 65 187
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 2 0 0 1 2 2 2 2 0 1 0 1 0 0 2 0 2 1 2 2 0 1 0 0 1
split_gain=0.00109854 0.0384219 0.0815831 0.0372463 0.0308347 0.0240385 0.0248302 0.0225393 0.0130041 0.0377022 0.120894 0.0873818 0.0387895 0.0166854 0.013393 0.0107623 0.0130006 0.00880435 0.0237631 0.00617628 0.0333249 0.112787 0.0303971 0.0264451 0.021083 0.0179462 0.0131324 0.0135798 0.0163154 0.0199743
threshold=0.50291907430000016 0.37227927305000003 0.5116313883000001 43.321682097200004 0.36880632320000012 36.772607578000013 0.50730517050000012 0.5054040298000001 0.36039340140000004 37.995872310650007 40.767054867700004 40.986363433950011 48.109449608500007 0.48149755995000004 0.36551300860000008 0.47880302985000006 0.36265381275000008 0.5132031975000001 0.51484985480000012 40.574766824850009 0.48458129995000004 40.21994457600001 0.34569324270000007 40.165165956550005 40.722669576350008 0.47820424540000012 0.34900152690000003 0.49194634890000005 0.49067393190000008 0.3465914194000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 -2 -7 -6 19 14 -11 -12 13 15 -10 16 -13 -4 -19 20 22 -22 23 -1 -21 -25 27 28 29 -26
right_child=1 2 17 -5 7 6 -8 -9 9 10 11 12 -14 -15 -16 -17 -18 18 -20 24 21 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.0015166396301287478 -0.03653523760931577 -0.10252781329527963 -0.025243918239152154 0.0083075288178644981 0.062931536657622064 0.051481050719700321 -0.010302050927713436 0.018441206718471333 -0.0079179876562287862 -0.10495526942421658 0.10253335607941999 0.073902732188346795 0.054580619204596142 -0.10108260879124292 0.016033721186490948 0.10014836373478563 -0.10065520743802447 0.041984109447613577 0.00015756720240634459 -0.018247476081190633 0.05835582087433943 -0.01611113873484776 -0.014861947532391912 0.0032927844183988659 0.00039229400702177266 0.018920437848510035 -0.012233273317334791 -0.013780959729751545 0.011913053785431706 -0.016253319106084432
leaf_weight=5.666800046683953 0.11983872507699445 0.11275252403856839 0.13451431569390848 0.041471858272338125 0.21205488403211348 0.11829446394767729 0.1445187905661669 0.24593042835476808 0.76373425976169185 0.15252107484813673 0.070839092135429382 0.0063022275013451248 0.033254267298616469 0.061000037569851284 0.3362340035082525 0.0070150314131751648 0.013209391833805845 0.13668286836946464 21.802128665091786 0.67135538589949106 0.41134439162760905 0.40231820310873445 1.1418092319575119 1.6845643460062549 24.464762310165856 1.3033711925381792 0.89494856545368406 0.68894658179487933 1.1840074998326588 0.74278129253070702
leaf_count=290 6 52 15 24 25 19 37 16 36 30 1 89 5 56 26 2 13 14 2557 70 38 20 61 30 977 31 49 21 8 15
internal_value=-2.27412e-06 0.000549039 -0.000244633 -0.0727235 0.0215348 0.000582114 0.017507 0.039041 -0.000314742 -0.0096343 -0.0385215 0.0143569 -0.0373594 -0.0722904 -0.000596523 -0.00608061 -0.0442732 0.00026177 0.000418154 2.80872e-05 0.0020891 0.0215354 0.000473969 0.00249722 -0.000735271 0.0101097 -0.000315013 7.88582e-05 0.000440666 -9.81961e-05
internal_weight=63.7693 23.0682 22.2276 0.154224 0.840637 0.382652 0.262813 0.457985 40.7011 1.44411 0.344141 0.19162 0.120781 0.0875267 1.09997 0.0265267 0.0195116 22.0733 21.9388 39.257 10.6102 0.813663 9.79654 8.65474 28.6468 2.98794 27.9754 27.0805 26.3916 25.2075
internal_count=4633 2765 2662 76 103 62 56 41 1868 258 196 166 165 160 62 104 102 2586 2571 1610 470 58 412 351 1140 61 1070 1021 1000 992
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 0 1 2 1 1 2 2 2 2 2 2 1 2 2 0 2 1 0 0 0 0 0 2 2 2
split_gain=0.00164476 0.012247 0.0321995 0.0461766 0.00713029 0.00574104 0.0175538 0.0667026 0.00625754 0.0054586 0.00470922 0.0182354 0.0136811 0.00990883 0.0468033 0.0215102 0.0287672 0.0206329 0.0374446 0.0140515 0.00924822 0.0164264 0.0209011 0.0449569 0.0194732 0.0109962 0.0223856 0.0084127 0.0251506 0.0598186
threshold=0.47938684470000009 0.47847369840000004 0.34548366815000003 0.34515433670000012 0.47961138885000004 0.48077901860000011 0.34494476210000008 41.16018805045001 0.3447052483500001 0.34482500525000009 41.559097512700014 41.362929270750008 41.32819714970001 43.564719632750005 42.759119507950011 44.578137159850009 0.34491482290000003 43.022303514600004 43.067541470150012 0.47673722340000008 41.16018805045001 0.34521421515000011 0.47820424540000012 0.47709649410000005 0.47697673720000006 0.47736594710000008 0.47568935060000012 39.525197829750006 39.571921479100006 39.955516828000007
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -6 -8 -7 -10 11 12 20 14 -12 16 19 -16 -19 -15 21 25 23 24 -23 26 27 -1 -29 -30
right_child=4 2 -4 -5 5 8 7 -9 9 -11 13 -13 -14 15 17 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0015483437485167208 0.0065237293779356192 -0.072193845667082632 -0.00066569889322160784 -0.0040744315650203611 0.0069352064963610809 0.0071533366783563014 0.004998311308836486 -0.042802123600694707 -0.00704995974273602 0.00024144684078187623 -0.00301874416770292 0.014446281182104235 -0.01449684022812823 0.033864781560930125 -0.10447452624211409 -0.0012480038711842152 -0.021489103062021179 0.02886570793428175 -0.090935125996434274 0.1008836521498602 0.0075394252430684835 -0.053757055223076972 -0.0058482028840813136 -0.079221825864637829 0.097634348782110608 0.0068286959702289155 -0.035346536812570349 -0.10275327990044543 0.087205880537238961 -0.071907666427704159
leaf_weight=1.68737106098873 1.7575222917366762 0.17550752183023988 1.1168898557089049 0.22982286818660214 0.74886163743212764 1.2828844020291459 0.80237398384565473 0.45888904989806178 1.0515256254002441 43.551516714129058 1.4782404605844717 0.96617946172284508 0.61214906559325744 0.081147302762258344 0.062275037351099904 2.9214331553632418 0.065177081697299855 0.051570429210045177 0.052802934476226471 0.050912387669086456 1.6673504916252708 0.012857868426756069 0.48243196721887216 0.11554390011588112 0.025047884177183732 1.8538752121385185 0.20283965067937959 0.031421449035406057 0.043315973365679383 0.051983140835760222
leaf_count=211 41 32 29 13 11 26 24 38 10 3298 183 22 4 51 42 206 32 7 107 2 22 71 3 13 2 18 10 2 4 99
internal_value=-2.20017e-06 -0.000957918 -0.00942733 -0.03357 0.000268002 3.84513e-05 -0.00519241 -0.0123931 0.0002676 6.95505e-05 7.2154e-05 0.00159267 -0.000237353 -0.00240239 -0.00868242 0.000909909 0.0328725 -0.0589215 -0.0317421 0.0597023 0.00117646 -0.00117766 -0.0160732 -0.0482195 0.0462814 0.00126931 -0.00384063 -0.000317848 -0.0251675 0.000413658
internal_weight=63.6917 14.0381 1.52222 0.40533 49.6536 47.8961 2.01012 1.26126 45.8859 44.603 12.5159 7.75237 6.78619 4.76356 1.64489 3.11867 0.197237 0.166648 0.104373 0.13206 6.17404 4.50669 0.635882 0.15345 0.0379058 3.87081 2.01693 1.81409 0.126721 0.0952991
internal_count=4633 1185 74 45 3448 3407 73 62 3334 3308 1111 481 459 630 339 291 85 156 114 53 455 433 89 86 73 344 326 316 105 103
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 0 0 2 2 0 1 1 1 0 0 0 1 2 1 0 2 0 2 1 2 1 2 2 1
split_gain=0.00134758 0.0100045 0.0268675 0.00632442 0.0421468 0.0814055 0.0199246 0.0254953 0.0218926 0.115396 0.0209987 0.00678221 0.00603528 0.025122 0.00823362 0.00758486 0.00861813 0.0354363 0.233982 0.00845151 0.00794702 0.00551534 0.157734 0.0808483 0.0554835 0.0293106 0.0177956 0.0129434 0.029824 0.0733223
threshold=0.47938684470000009 0.47847369840000004 0.34548366815000003 0.34536391125000004 0.48001556840000009 0.34566330350000002 0.48265022005000008 0.48185683060000012 43.022303514600004 40.21994457600001 0.47976108500000009 0.34542378970000004 0.34566330350000002 0.34569324270000007 0.48271009850000007 0.48104847160000008 0.48271009850000007 0.34587287805000005 41.741384785950011 0.34584293880000011 0.48389269780000005 42.081757894750005 0.48911709230000006 42.320906304050006 0.42209814075000007 42.027798546600003 0.34708541665000009 41.243661560350013 41.909642283050012 0.36880632320000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 5 -5 7 10 9 -8 -2 -6 14 -14 -13 -15 17 18 -17 -18 -21 25 -23 24 -24 27 -25 -22 -29 -30
right_child=3 2 -4 4 11 -7 8 -9 -10 -11 -12 12 13 15 -16 16 19 -19 -20 20 21 22 23 26 -26 -27 -28 28 29 -31
leaf_value=6.2254176397820969e-05 0.010649757273244234 -0.030865785604748737 -0.00059888915023131905 -0.105071127700512 -0.01042672041706573 0.018164587823148119 0.022949641792959337 0.017449997974437009 0.0070771076431957571 -0.029418902086607815 -0.0036570966047419192 -0.0015989933922145321 -0.018760713167587706 -0.015372907732942137 0.0090256581959402386 -0.012088709933509849 -0.0071110867148265746 -0.0035742303218192989 0.10258593680763195 0.0067648293704693219 0.00074099313608882523 -0.093805749479848433 -0.11221888684923538 0.01808931272010637 0.0023484083755965089 0.015814647849726936 -0.00013239912485259542 -0.0037097793340288379 -0.11693700534896001 0.0061595341712458087
leaf_weight=12.466089358245311 1.7363933321903511 0.39767144529866882 1.1173157362873096 0.10904225022567615 0.61973116837908193 0.10542648879345506 0.65472205419791896 1.4773337524384258 1.1125876942096509 1.1775765733327714 2.5072188257772723 1.2813027813099318 0.7176174990599965 0.31276141808029123 1.693343940656632 0.59140256140381042 1.6492264573462367 1.3821881148107165 0.25449701817706227 1.7585390601307072 18.107959477929644 0.18430186454651476 0.10744415052817835 0.575871301582083 0.069687871608060448 1.2116229453659446 7.7336695039463805 2.2960902105555578 0.081582718790741526 0.11892785837449082
leaf_count=1111 23 45 29 12 10 33 7 15 13 41 47 25 20 18 29 5 14 19 60 13 1459 24 27 5 32 28 1212 206 4 47
internal_value=-3.10139e-06 -0.000870285 -0.0085437 0.000241199 -0.000278031 -0.0444921 0.00269553 0.00613579 -0.00398775 -0.0107064 0.00219696 -4.53182e-05 0.000115011 -0.000232 0.00444918 0.00013293 0.000267183 0.00629161 0.0224123 -0.000128833 0.000228278 -0.000148758 -0.00228221 -0.000294629 -0.0671454 0.000699196 0.00113041 -0.000189648 -0.00693963 -0.0439254
internal_weight=63.6091 13.9811 1.51499 49.6281 40.9622 0.214469 8.66583 5.72095 2.94489 1.8323 4.24361 40.7478 40.128 37.1534 2.97465 36.4358 36.123 2.22809 0.8459 33.8949 32.2457 30.4872 8.67097 8.48667 0.177132 21.8162 8.30954 20.6046 2.4966 0.200511
internal_count=4633 1185 74 3448 3302 45 146 85 61 48 70 3257 3247 3193 54 3173 3155 84 65 3071 3057 3044 1300 1276 59 1744 1217 1716 257 51
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 0 0 0 2 2 1 0 2 1 0 1 2 1 0 2 2 0 2 0 1 0 2 2 2 0
split_gain=0.00149505 0.0093174 0.0106571 0.0132628 0.0122173 0.00899806 0.0278583 0.0112878 0.034103 0.0726351 0.00491602 0.0198158 0.00596048 0.0259494 0.0282122 0.0167104 0.0160384 0.0152959 0.0131029 0.00666827 0.00650482 0.0115832 0.044317 0.050679 0.00544649 0.00513503 0.00448277 0.0405911 0.0247159 0.0210539
threshold=0.53998383280000006 0.41917906650000009 38.751720283100006 40.330620469300008 40.542362378300005 0.54986377655000018 0.5541600551000001 0.54353163080000011 40.00488309970001 41.037275035300006 0.45736654595000009 0.56300709560000006 40.806664626150003 0.44720217960000008 0.55877069550000014 0.43075057630000008 39.032633164100012 0.43967246490000006 0.55688452445000014 39.476991512000005 42.546237522150008 0.5641597557000001 42.283941020600004 0.57161462230000015 0.4529056016000001 0.68131193680000013 38.751720283100006 38.474425342400004 39.427119987250002 0.48032993025000009
decision_type=2 2 2 2 2 2 2 2 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 -4 -5 7 -7 -3 -9 -10 12 -12 13 14 -8 -16 17 -17 -14 24 21 -20 23 -23 -15 -13 27 -1 29 -28
right_child=1 5 3 4 -6 6 10 8 9 -11 11 25 18 19 15 16 -18 -19 20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00082004634844654197 0.00035933900437150335 0.0011809960391177352 -0.022738560216377473 0.0067453659654458393 -0.014100978877905672 -0.043855880892864463 -0.10099156529216394 0.044172995016103236 -0.04349821408324054 0.038849652058703506 0.069029567196405628 0.0028123448920551026 0.015380879511366337 0.0086613492784456559 0.04433962433005794 -0.047822439271588017 -0.064767914316186309 0.099872762067850715 -0.0014842148328103554 -0.010066511283002923 -0.0050538195927237219 -0.069607446099260381 0.066673609013757448 0.044812398894224698 -0.0047122304731918585 -0.10021929614213831 -0.0015043773139018994 -0.04707768121418892 4.3511239261534898e-05 0.019300114924047981
leaf_weight=5.1725773611480781 1.6359277771469076 1.3575638649735995 0.61187384229924635 0.52292307466268517 0.60802269382169527 0.14907712735532364 0.054851880200338821 0.27633024498027214 0.20693012233823538 0.22205472411587834 0.05122904311631532 0.24631004144611093 0.58971066435333375 0.68949735854738825 0.034402146756406182 0.014062217531787491 0.064440031581398216 0.013986061372133096 0.72369710736893489 0.60408122772747663 1.6125768517295993 0.078677170764422044 0.12532271532109007 0.076203156934752769 0.54541095043438403 0.0049341871362123249 0.79245234497579931 0.19692041829972584 44.948837075616979 1.2596036626237035
leaf_count=504 42 36 19 2 114 41 42 22 16 31 15 897 14 31 16 30 15 25 23 52 104 11 11 30 33 179 30 30 2162 56
internal_value=-2.83635e-06 -0.00105592 -0.00543742 -0.0108787 -0.00446211 0.000856412 -0.00119847 0.00651287 0.0167755 -0.000872623 -4.83915e-05 0.0123466 -0.000765671 -0.00501928 -0.0410664 -0.0151621 -0.0372945 0.0258247 0.00191521 -0.00145684 -0.00111973 0.00519965 0.0224625 -0.0133114 0.00275476 0.000788906 0.00022077 -0.00251649 0.000533482 0.0112659
internal_weight=63.4905 11.1201 3.37875 1.74282 1.13095 7.74135 5.67847 2.06288 0.705315 0.428985 5.52939 0.302473 5.22692 2.02073 0.181742 0.12689 0.0924883 0.0280483 3.20619 1.83899 2.61648 1.0039 0.280203 0.15488 1.23491 0.251244 52.3704 5.3695 47.0009 2.05206
internal_count=4633 1851 177 135 116 1674 1569 105 69 47 1528 1091 437 244 128 86 70 55 193 116 179 75 52 41 64 1076 2782 534 2248 86
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 0 2 2 0 0 2 2 2 1 0 0 1 0 1 0 0 2 1 1 0 1 1 0 0
split_gain=0.00122195 0.00522688 0.00759019 0.00585671 0.0041652 0.0265989 0.0332857 0.09118 0.0491232 0.0148953 0.0454347 0.035597 0.0251245 0.0175651 0.0130274 0.0207469 0.0160345 0.0106788 0.0106361 0.00871328 0.0474745 0.0077992 0.00747432 0.00480866 0.0402929 0.00755458 0.00473693 0.00457637 0.00626056 0.00448129
threshold=0.54504356155000011 0.54353163080000011 0.54284302865000023 40.330620469300008 0.44393880420000004 42.081757894750005 0.56579144335000009 42.580420142950011 43.521589032450009 0.56345618395000019 0.56685428580000019 41.087689990200012 41.087689990200012 40.300545846000013 0.44765126795000004 0.56300709560000006 0.55688452445000014 0.43593006200000012 0.55688452445000014 0.42111014640000005 0.55619592225000014 0.55131582885000008 43.426369480700011 0.46280051495000007 0.46551001470000003 0.56685428580000019 0.58454836680000011 0.45107930900000009 0.56345618395000019 0.68131193680000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 -8 -7 11 -11 19 13 -12 15 -6 -16 18 -10 21 -21 -2 -9 27 -25 -26 29 -18 -29 -27
right_child=4 3 -4 -5 14 6 7 22 17 10 12 -13 -14 -15 16 -17 23 -19 -20 20 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.00013385701866475854 0.0084759238612849737 0.00014711925945722261 -0.010400149796309316 0.01314303789183164 0.060931132178082964 -0.10192785334755271 0.10099365794229112 -0.10192846461473296 -0.10018006013456107 -0.10302067878687514 -0.027870407256322002 0.03355232430155887 -0.058435557740066958 0.048638444770861392 -0.046239042819224495 -0.014884162433646823 0.0050578987170036074 0.08816605086793125 0.057378446326950827 -0.061222233662947059 0.0012853852195802045 -0.0076182477564380293 -0.031766014393339564 0.098110321848433824 -0.10037367005977403 0.0032884345355580335 -0.10036825809113824 -0.01172440055682919 -0.00010352965199958441 -0.10020630471920033
leaf_weight=54.176968145167649 0.70432684110176358 0.74422506358644003 0.6927612837171172 0.64931376712411293 0.087700479198247305 0.10524040552445502 0.053422376284515849 0.040356336467084475 0.0086367808389091749 0.056691101526382459 0.045616548964904635 0.29905530468067798 0.053924431907944381 0.087694366229698062 0.074803325584305358 0.061339404637912542 1.1249074989557302 0.018068578676320612 0.0085021466570651683 0.15520444159578506 0.55960117624749728 0.525943468297001 0.024340868999011889 0.046122409661620734 0.0081720500054984768 0.16747592265244729 0.0047656986541928228 0.58227414211614847 2.2744546579276301 0.0042909462094368181
leaf_count=2831 25 22 16 34 6 34 3 17 33 19 43 28 12 15 18 50 63 4 24 52 32 25 39 12 9 736 115 23 206 87
internal_value=-2.3428e-06 0.000154463 8.59241e-07 0.00620251 -0.00123059 -0.00429099 -0.0348174 0.00430622 -0.0677211 -0.00111858 -0.0245873 0.00143236 -0.000839256 0.0224585 0.000664179 0.0297283 -0.000346188 0.0345279 -0.0220197 -0.00350609 -0.0122868 0.00159563 -0.0755314 0.00046876 0.0145011 -0.00637683 -0.00202552 -0.000344738 -0.00247216 0.00070301
internal_weight=63.4462 56.2633 54.8697 1.39354 7.18293 2.74663 0.258567 0.11812 0.140448 2.48806 0.243926 2.24413 0.187235 0.133311 4.43631 0.14904 4.28727 0.0352075 0.0171389 1.94508 0.714806 1.23027 0.0646972 4.21246 0.230827 0.184705 0.176533 3.98164 2.85673 0.171767
internal_count=4633 2903 2847 56 1730 405 154 59 95 251 89 162 70 58 1325 56 1269 61 57 134 84 50 56 1251 959 947 938 292 229 823
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 0 1 2 2 0 2 0 1 1 1 0 1 0 1 1 0 1 0 2 0 2 1 0 1
split_gain=0.00110521 0.00814458 0.0219671 0.00561485 0.0115881 0.00514508 0.0636442 0.0150343 0.0127094 0.0229271 0.016254 0.0133541 0.0123465 0.0114542 0.00801265 0.00739966 0.0164566 0.00644264 0.00792885 0.0638434 0.0279043 0.058963 0.00568682 0.00720256 0.00470634 0.00452002 0.00423892 0.0387208 0.0406126 0.0241099
threshold=0.47938684470000009 0.47847369840000004 0.34548366815000003 0.34446573455000007 0.47961138885000004 0.34458549145000011 0.47736594710000008 0.34491482290000003 41.873095646600007 42.431220712750012 0.47673722340000008 43.968221017800005 0.47550971530000002 0.34545372890000009 0.34503457980000002 0.34422622080000004 0.47076434840000009 0.34536391125000004 0.47757552170000012 0.34512439750000007 0.34521421515000011 0.47736594710000008 0.36166581840000006 0.47500074850000013 40.250747516500006 0.47787491390000009 43.895345911700005 0.34524415440000006 0.48032993025000009 0.3465914194000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 24 -2 -5 6 15 -7 14 -10 11 -11 13 -13 -9 16 -1 18 19 -16 21 -21 23 -15 -3 -19 -6 -28 -29 -30
right_child=3 2 -4 4 26 7 -8 8 9 10 -12 12 -14 22 17 -17 -18 25 -20 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.00019404671783655088 -0.010173180378606227 -0.016313842939869146 -0.00055437885670656247 0.0098008287400910051 -2.8394274558973507e-05 -0.013103803514761377 0.053340663898009226 0.011713201386625922 -0.075492529480301093 -0.10113130760121769 -0.0025739122507546317 0.10038733415419053 -0.10100603105599315 0.091170349038859039 0.0057183805459648206 0.0094470765660668362 -0.024079261597595276 0.012452393171575614 0.0006034819069999644 -0.10258166041630419 -0.089146685365907488 0.10095127166231675 -0.10114083018550575 -0.10051470956364901 -0.038198368999438272 0.00026828664679206567 -0.10149462753394763 0.087569949638163502 -0.10135909880329559 0.0090839502750909833
leaf_weight=3.5532598562705431 0.51447705282408307 0.18413245200645079 1.1175934493194288 1.2582744900137104 47.036866137776883 0.98253860837658447 0.23527878703316663 0.71297400945171308 0.052403336515681187 0.031705653734521055 0.70216386040578982 0.011298714205622673 0.011226688887973069 0.0054249251606961479 0.56452268529307625 0.70218095762510602 0.30313500989984721 0.64961748667331487 3.1839110653381795 0.02957341829296356 0.12402169669351992 0.027440225705504417 0.0067333007386025665 0.0030693085864186287 0.21072772120623995 0.57307744389981963 0.030431709950787811 0.066757916938513517 0.020607354585081283 0.48412677202027615
leaf_count=499 10 12 29 39 2543 77 10 12 40 77 81 1 6 60 6 16 29 72 20 62 27 1 4 1 33 10 5 4 3 844
internal_value=-2.92555e-06 -0.000787988 -0.00771788 0.000219161 0.000328505 5.28195e-05 0.00262288 -0.00155315 0.000143471 -0.0114856 -0.00713871 -0.0532847 -0.0131022 0.0241013 0.00177731 5.2184e-06 -0.00171398 0.000402344 -0.00157021 -0.010853 -0.0625275 -0.00462284 -0.0325023 0.0219068 -0.0279931 0.0067417 7.83142e-05 0.00841697 0.0142697 0.00457477
internal_weight=63.3896 13.978 1.51245 49.4115 48.8971 12.4656 4.79385 7.6717 6.68916 0.824026 0.771622 0.0694586 0.0377529 0.0265262 5.86514 4.55858 3.85639 5.15216 3.92947 0.745558 0.181035 0.0570136 0.0152275 0.00849423 0.39486 1.22269 47.6388 0.601924 0.571492 0.504734
internal_count=4633 1185 74 3448 3438 1111 554 557 480 270 230 149 72 66 210 544 528 198 116 96 90 63 65 61 45 82 3399 856 851 847
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 1 1 0 1 0 2 1 1 0 0 0 0 1 1 0 2 2 1 1 2 2 1 1 1 2
split_gain=0.00111332 0.00803906 0.00877592 0.0103407 0.00864648 0.0626967 0.0225309 0.019333 0.038681 0.0125342 0.00778597 0.00680613 0.0306145 0.028187 0.0232551 0.0183409 0.0179993 0.0128027 0.0270996 0.0373877 0.0122455 0.0353875 0.00410525 0.0190919 0.00276036 0.0632238 0.00725046 0.0246457 0.00898053 0.00552766
threshold=0.53998383280000006 0.41917906650000009 38.751720283100006 40.330620469300008 0.54585192060000021 0.42039160505000012 0.42209814075000007 0.54353163080000011 0.42111014640000005 0.55234873210000013 40.542362378300005 0.42473279245000012 0.43220262865000009 0.56685428580000019 0.55484865720000009 0.55980359870000018 0.5619592227500001 0.43837010870000009 0.44512140355000007 0.57559653900000007 41.641174900500005 40.858951393400005 0.41625999220000004 0.41808628485000005 39.427119987250002 39.476991512000005 0.45420795785000007 0.46280051495000007 0.46636328255000009 37.345948426100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 -2 -4 7 -6 -7 -3 -9 -8 -5 -11 13 -13 -14 -16 -17 20 19 -19 21 -18 -1 -24 26 -26 -20 -28 -29 -30
right_child=1 4 3 10 5 6 9 8 -10 11 -12 12 14 -15 15 16 17 18 24 -21 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-1.2864278998271148e-08 0.00029170740221577429 0.001167528456889167 -0.020314928585183356 0.0048332870145901229 -0.10283852422016658 0.052331662963745029 -0.025951951345349385 0.05297362417935525 -0.0078469006864099241 0.01065577131586456 -0.011823342522667514 -0.10133319999950048 -0.061623527797590276 0.0061115650238389224 0.030856183322170289 -0.031266471602255985 -0.0063422072503197509 -0.10246844887232164 -0.0014236508484377257 0.031189986122329323 -0.0001038817718350852 0.10111476688712587 0.013199790887133521 -0.005071241208975512 0.10053413969184621 0.00026044453423624116 -0.10164640714143824 0.061266303890218421 0.037162880236028636 -0.10021739922648086
leaf_weight=50.008157907274772 1.6347381632036406 1.3565829246626888 0.61695452679487051 0.51628948748111703 0.059804183480082318 0.081358082923543296 0.18954078743990965 0.23285401740577061 0.18980209206529253 0.55966714915268756 0.61482597797162875 0.057561013086987134 0.060196752578548174 0.042402501430842676 0.19629777219606825 0.18097502857358438 0.063583300300670831 0.05817522996693425 1.0600887268860402 0.032687763557794347 0.11363563285794953 0.059161918587051332 1.1781092353330698 1.1114484863274796 0.064258097525908275 2.9300484003810272 0.030256138798799639 0.021634411152781752 0.0048448554686901096 0.0074057626738781024
leaf_count=2634 42 36 19 2 11 17 27 25 20 12 114 56 18 7 32 19 33 30 34 29 21 12 12 136 6 844 54 18 232 81
internal_value=-3.03462e-06 -0.000915754 -0.00497529 -0.00990081 0.000878698 -0.000971313 7.65569e-05 0.00698591 0.025661 -0.00066508 -0.00422054 0.000199614 -0.000974723 -0.0557573 0.000146715 0.000917672 -0.000352519 0.0009059 -0.000365764 -0.0543851 0.0235513 0.0454509 0.000189563 0.00433026 0.000826009 0.00241233 -0.00339904 -0.0360471 0.0225268 -0.0458865
internal_weight=63.3333 11.0356 3.38281 1.74807 7.65282 5.87358 5.81378 1.77924 0.422656 5.73242 1.13112 5.54288 4.98321 0.0999635 4.88325 4.82305 4.62676 4.44578 4.2094 0.090863 0.236381 0.122745 52.2977 2.28956 4.11854 2.99431 1.12423 0.0641412 0.033885 0.0122506
internal_count=4633 1851 177 135 1674 1593 1582 81 45 1565 116 1538 1526 63 1463 1445 1413 1394 1328 59 66 45 2782 148 1269 850 419 385 331 313
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 2 1 0 0 0 2 1 2 1 1 2 1 2 2 2 0 0 2 2 2 2 2 1 1
split_gain=0.0011665 0.0277929 0.0685062 0.0518919 0.0275311 0.0176211 0.00894003 0.0271001 0.00512178 0.035405 0.01948 0.049826 0.0455659 0.0197429 0.0150345 0.0652906 0.0128273 0.0332639 0.0112265 0.0203672 0.0517744 0.00965829 0.0368476 0.00881151 0.0199276 0.00650192 0.00610727 0.0150581 0.00539936 0.0135087
threshold=41.741384785950011 41.559097512700014 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.43349001525000008 41.909642283050012 0.34587287805000005 0.48001556840000009 0.48032993025000009 0.47697673720000006 42.759119507950011 0.34542378970000004 42.720329370750001 0.34494476210000008 0.34515433670000012 42.686561923500008 0.34479506600000004 43.564719632750005 43.022303514600004 43.067541470150012 0.47396784530000008 0.47076434840000009 48.823707093150006 44.131787411600008 44.026978245600006 48.553014326500012 48.393869453650005 0.34524415440000006 0.34530403280000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 -2 10 -10 13 12 -12 16 -11 -16 17 21 19 -15 -21 22 -8 24 -20 -13 27 -26 -17 -30
right_child=6 2 3 4 5 -7 8 -9 9 14 11 25 -14 18 15 28 -18 -19 23 20 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=5.1040887637450798e-05 0.018853559889719249 -0.0023233016555552952 -0.10785406752332105 0.099071820908593025 -0.10090923169851972 0.01860581892311497 -0.10038495833849524 -0.0015479183219657819 0.038768930093252656 -0.011444186857831202 -0.10274215715321654 -0.012162973088612897 -0.010442653817888781 -0.056673751634671747 0.057780100148971336 -0.009090836983293351 0.10092906138268463 -0.080295487154247003 0.048632105318650497 0.10100682561397328 -0.10243622548874175 0.083857159409254256 0.10074195847639077 -0.0027009928555655465 -0.061851836444621791 0.0022406719706586009 0.007638065340307869 0.014005668991635085 0.01540232460015529 -0.00012523590017601694
leaf_weight=39.120977975970689 1.0206900846182869 0.6240926794122349 0.12747132324147969 0.019874036875989987 0.024335326871323559 0.025019575939658978 0.015809832993918582 1.7981213534488771 0.2399618516064973 1.05891593803108 0.10835046672275428 0.62740864666261564 0.10562891199242586 0.089327684667077828 0.19902044755872239 0.61026829411275585 0.026811296120285988 0.023947531703015557 0.1144811792434125 0.0321135396928156 0.020491097920807423 0.046345166862010956 0.021491408348083496 1.7252092035856776 0.045698069034030953 0.62618654395873818 0.56798950326628983 0.061231346102431417 0.5844157338142385 13.568669947239462
leaf_count=2252 28 20 8 26 17 38 47 58 11 13 26 48 40 40 7 13 1 45 52 6 86 5 1 55 135 29 8 10 4 1504
internal_value=-2.85416e-06 -0.000331049 -0.0185424 -0.0700024 -0.000306121 -0.0403232 0.00055882 0.00583945 -0.000166582 0.000641911 -0.00325383 -0.0125808 -0.0571794 0.00165061 7.08567e-05 0.000885798 0.0390428 0.0236213 -0.000241208 -0.0276039 0.0217596 0.0533722 0.0154959 0.00130322 0.0100543 -0.00496817 0.00351067 -0.0184133 0.000118823 0.000515935
internal_weight=63.2804 39.9418 0.820793 0.1967 0.0692289 0.0493549 23.3386 2.81881 20.5198 16.2613 4.25852 1.46757 0.213979 2.79095 16.0213 14.9624 0.134405 0.107594 2.65654 0.141932 0.0526046 0.0836464 0.0373012 2.51461 0.7894 1.2536 0.674919 0.106929 14.7634 14.1531
internal_count=4633 2361 109 89 81 55 2272 86 2186 1552 634 143 66 491 1541 1528 99 98 392 132 92 53 48 260 205 77 153 145 1521 1508
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 2 2 2 0 2 1 0 2 1 2 2 2 0 2 1 1 0 2 0 1 1 0 0 2 0
split_gain=0.00123423 0.0170331 0.092383 0.053043 0.0448143 0.0209889 0.0161926 0.0501418 0.0218095 0.0122422 0.00797236 0.00901995 0.0309932 0.0366087 0.0335325 0.0147952 0.00833478 0.0341575 0.00773531 0.00642515 0.0053868 0.0102488 0.00892989 0.00465485 0.00685256 0.00238395 0.00788308 0.00235764 0.00903372 0.0161703
threshold=0.31100865245000009 48.823707093150006 0.39672464895000009 48.96897326980001 0.36042334060000009 49.064150740050003 49.292797572200008 49.064150740050003 0.39614083410000006 44.952171034750002 0.31638274305000008 0.46735127690000006 39.476991512000005 0.32012514595000008 43.61821939175001 37.345948426100009 41.641174900500005 0.43572048740000008 49.960114208400007 0.50491003265000012 0.4995808509000001 0.58035687555000015 51.757767929250001 0.4560492201000001 0.32012514595000008 0.35799826355000003 0.46482141255000003 0.47550971530000002 38.983591653800012 0.47396784530000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 10 -3 -4 -5 -6 7 8 9 -1 -2 12 15 -14 16 23 -15 -18 -7 20 21 22 -20 24 -12 -16 -27 28 -13 -30
right_child=1 2 3 4 5 18 -8 -9 -10 -11 11 27 13 14 25 -17 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10026475033654843 0.011145707769077331 -0.10563471307816452 0.047829537858224823 -0.10198986950639438 0.072843830349738389 -0.084548014706807562 -0.000796518085057785 0.074354231897860598 -0.08909060770163002 0.074415065795919458 0.099115841946945407 -0.00011269590680291285 -0.1010088281831165 0.085970179538314664 -0.10041274352784979 -0.10255820541499044 -0.10036378791894196 0.078984325729748062 0.043952237688086399 -0.10015680747304936 0.073274278776897531 -0.10033366981149949 -0.10005644896167301 0.099744939318377246 -0.088467308474311349 -0.10092975602033619 0.10009861392512071 -9.3789723998608399e-05 -0.010182373274360485 0.031209771851101045
leaf_weight=0.0051716511840483861 0.64246354687028073 0.097116658260348987 0.15455536415697682 0.060725188712694944 0.032438814398119575 0.016343366179350838 1.3407116033486091 0.10413092879480246 0.036317276304970392 0.017894279546453618 0.0029183577129343347 1.5154881491647376 0.026844146479561459 0.044999953508192192 0.015495734338855982 0.051493223704881075 0.014942042908532377 0.036705902733999096 0.024523182870751725 0.0064384292747092777 0.0095984452345874161 0.0095644388495443877 0.0052230467564724206 0.0044246014708221324 0.0058536161432016214 0.0059866397544965366 0.002893444849178195 58.513703956109133 0.14601589898938971 0.2668930592039942
leaf_count=132 63 8 26 16 8 57 11 12 45 13 16 26 15 82 18 28 29 39 25 58 7 61 98 14 112 64 1 3474 33 42
internal_value=-3.31911e-06 -7.23024e-05 -0.020226 0.00574248 -0.0337151 0.00610055 0.00282685 0.0325361 -0.0407937 0.0352498 6.46464e-05 -5.27259e-05 -0.0206164 0.00464022 0.0280741 -0.078348 0.0545093 0.0270979 -0.0240995 -0.00624995 0.00611201 -0.0102869 0.0186662 0.0161204 -0.0260601 -0.0767387 -0.0354276 1.95908e-05 0.00345992 0.0165724
internal_weight=63.2179 61.7136 0.416527 0.31941 0.164855 0.10413 1.50423 0.163514 0.0593832 0.0230659 61.2971 60.6547 0.212558 0.147868 0.121024 0.0646898 0.0966479 0.0516479 0.0716909 0.0553475 0.0489091 0.0393107 0.0297462 0.0131966 0.00877197 0.0243758 0.00888008 60.4421 1.9284 0.412909
internal_count=4633 4420 364 356 330 314 213 202 190 145 4056 3993 418 248 233 170 150 68 306 249 191 184 123 142 128 83 65 3575 101 75
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=0 2 1 1 0 1 0 0 0 2 2 2 0 1 2 0 1 1 2 2 0 0 2 1 1 1 1 0 0 2
split_gain=0.00121814 0.0299351 0.00282077 0.0157197 0.0345186 0.00710824 0.00281214 0.0400477 0.00873074 0.00246548 0.0183891 0.015808 0.0152965 0.0368245 0.0371786 0.0245212 0.0296701 0.0193427 0.00668718 0.0150118 0.00741206 0.00821528 0.00549227 0.0129107 0.00495939 0.00641273 0.00478769 0.00419326 0.0122264 0.00758827
threshold=0.39672464895000009 48.823707093150006 0.31638274305000008 0.34007963835000005 0.4413939702500001 0.32012514595000008 0.39614083410000006 0.39587138110000003 0.3733870243500001 43.895345911700005 44.578137159850009 44.908704241950012 0.47787491390000009 0.34524415440000006 44.279556297950009 0.48032993025000009 0.3465914194000001 0.3584174126500001 49.064150740050003 48.914776625700007 0.55688452445000014 0.55788748840000013 44.026978245600006 0.38512319990000005 0.48522499325000007 0.50491003265000012 0.35799826355000003 0.54191491270000014 0.54413041525000005 45.711398460000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 5 -4 7 8 -1 -5 12 26 -11 -14 15 -15 -17 -18 19 27 -20 -22 23 -19 -23 -26 -12 -13 -29 -30
right_child=2 -3 3 9 -6 -7 -8 -9 -10 10 11 18 13 14 -16 16 17 22 20 -21 21 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.012445012693493608 0.0044210698827234609 -0.037212532073885404 -0.019560443293702146 -5.0271501162591231e-05 -0.088615653237785363 0.022017039516961268 0.0047160046192304943 0.10058567046390231 -0.10116029506086498 0.057376168425760744 -0.10218142129842181 -0.0048162997246670612 -0.10149911052098036 0.094347006534085773 -0.10218342380819082 -0.1012280377910157 0.10035687046169628 0.048798567681146786 -0.080954228533813441 0.05254559127481271 0.1002069581850229 -0.10017596409478575 0.039390689059426526 -0.083066827479803401 0.0080251430124388921 -0.10013188081849247 -0.029958099108327474 0.078838620417714972 0.055602809969100213 -0.0072611526531853919
leaf_weight=0.010718529749288316 1.4398692663755301 0.2029174965191487 0.099358218096312068 59.396156667751406 0.063867168477429459 0.07015130334067976 0.56813154479914374 0.034034345299005508 0.018339195492658847 0.10185959234763864 0.018719514114422964 0.61220409220261018 0.025895723607391119 0.05760990094859153 0.020078658625577117 0.01866518147289753 0.031306830933317542 0.012984116096049547 0.019896257782076376 0.056279297126138772 0.0060588698834180823 0.0071541522854285935 0.021583752424760405 0.017341277511697228 0.033338538253786965 0.0065607291183980001 0.018008227204358462 0.024125171068590134 0.022587553972925889 0.12809629535624367
leaf_count=18 100 30 24 3177 84 54 13 2 167 21 10 240 3 5 16 3 7 3 100 19 1 61 27 127 73 73 32 5 15 123
internal_value=-4.41895e-06 -0.00380056 4.63837e-05 -5.7065e-05 -0.0259606 -0.00235365 0.00694029 0.0269695 -0.0592547 4.25992e-05 0.00441928 -0.00244003 0.0256903 0.00998201 0.0260587 0.0422034 0.0127181 0.038276 0.000138447 0.00265207 -0.0288954 -0.00939377 0.00083454 -0.0266074 -0.0235066 -0.00975937 -0.0667691 -0.000915815 0.0127442 0.00216217
internal_weight=63.1639 0.834141 62.3298 60.8899 0.233377 0.16951 0.631224 0.0630921 0.0290577 60.6565 1.26035 0.953029 0.307325 0.205465 0.17957 0.159491 0.101881 0.083216 0.916301 0.843292 0.0730085 0.0531123 0.0519091 0.0303254 0.0470534 0.0398993 0.0367277 0.787013 0.174809 0.150684
internal_count=4633 230 4403 4303 162 78 200 187 185 4141 964 752 212 191 188 172 167 164 710 402 308 208 157 130 207 146 42 383 143 138
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 2 2 0 0 2 1 1 1 2 0 0 1 0 1 1 1 1 0 0 2 0 2 2 0
split_gain=0.00107862 0.0154252 0.0152885 0.00443722 0.054033 0.013099 0.0105064 0.0344772 0.0102154 0.00649677 0.0119158 0.0225224 0.0431111 0.0241341 0.0156635 0.0197276 0.081416 0.00514108 0.0144944 0.00439593 0.012901 0.00774184 0.0106449 0.0126812 0.00465116 0.0357696 0.0410789 0.00708441 0.0811248 0.111367
threshold=0.47880302985000006 0.47905751325000007 0.47847369840000004 0.34458549145000011 0.47736594710000008 0.34491482290000003 42.720329370750001 44.279556297950009 0.47550971530000002 0.47787491390000009 41.444941515100005 0.34521421515000011 0.34527409360000011 0.34545372890000009 41.32819714970001 0.47757552170000012 0.47721625100000004 0.34422622080000004 0.47076434840000009 0.34458549145000011 0.3447052483500001 0.3447651268000001 0.34491482290000003 0.47943175355000006 0.48077901860000011 41.16018805045001 0.47961138885000004 41.741384785950011 41.444941515100005 0.48654231910000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -5 9 8 -8 10 14 -12 -13 -14 15 16 -7 18 -1 -3 -21 -22 -23 -24 25 -25 -27 28 -26 -30
right_child=1 19 -4 5 -6 6 7 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20 20 21 22 23 24 27 26 -28 -29 29 -31
leaf_value=0.0003247599696986162 0.014494836071844562 -0.0051693371249878798 -0.015777291617962857 -0.012329858939259239 0.049921422701483122 0.0034164906250607704 -0.0082331879224643925 -0.0031598096821551756 -0.091000912921823995 -0.0023100540477047431 0.0047638055181993049 0.091330177584232897 0.042189386591169525 -0.046389358130385208 -0.011827353209997157 -0.0030344376432962544 0.091761706110202262 0.0079110352212999422 -0.022724046198626436 0.013070238617925984 -0.012790195152195403 0.0087873268943770913 -0.028112900332155435 0.0057702782628211114 -0.00018270868600435029 -0.00082933881802506847 -0.042097080476113456 0.0017565141944754831 -0.10786650354950594 -0.00012808353054372779
leaf_weight=3.4892959326765092 0.74430038392034603 1.5975366694733626 0.64892390442844394 0.97719434272901207 0.22755735120153975 0.62286839462633903 0.019402636228072256 0.57009341796981516 0.064427131391550319 2.6514438374288147 0.6141290779510199 0.098431589758547489 0.069134691542785731 0.055412963863773257 0.70017037913203228 1.0508333304896949 0.12529847060795873 0.68949897479717215 0.29597984704378166 0.76206834567710657 0.47187725175171991 1.363934434019028 0.16193687850408522 1.4201724280438832 25.407679257014642 0.54534183489158738 0.43251931787017384 16.854889900822318 0.16708182869479071 0.22534116555368544
leaf_count=499 18 20 44 77 10 146 38 88 76 31 16 16 11 38 7 8 5 16 29 17 6 17 33 30 1609 7 38 1580 7 96
internal_value=-4.14378e-06 0.000206065 -0.000817009 -2.90903e-05 0.00238647 -0.00151997 7.05067e-05 -0.0119648 -0.0718441 0.00138489 0.00432138 0.0146475 0.0418692 0.00277949 0.000862596 0.00580152 0.018212 -3.08452e-05 -0.00147748 -9.1762e-06 0.000163237 -4.58145e-05 8.32951e-05 -0.000179267 -7.88633e-05 -0.00436411 -0.0190825 0.00016205 -0.000879593 -0.0459998
internal_weight=63.1248 50.1547 12.9701 12.3212 4.70233 7.61884 6.64165 0.653923 0.0838298 5.98772 3.33628 0.837108 0.222979 0.124548 2.49917 1.799 0.748167 4.47477 3.78528 49.4104 47.8128 47.0508 46.5789 45.215 45.053 2.39803 0.977861 42.655 25.8001 0.392423
internal_count=4633 3478 1155 1111 554 557 480 202 114 278 247 81 65 49 166 159 151 544 528 3460 3440 3423 3417 3400 3367 75 45 3292 1712 103
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 1 2 0 1 1 1 0 0 0 2 1 0 0 0 2 2 2 0 1 0 1 1 0 0
split_gain=0.00123025 0.0204945 0.0108073 0.00782381 0.0066825 0.00778881 0.00481476 0.0212453 0.0278794 0.0552197 0.0276704 0.0175583 0.014209 0.0275735 0.012137 0.0165008 0.0106463 0.00718655 0.031045 0.0318706 0.0594323 0.0280537 0.0276073 0.0157332 0.00820965 0.00904727 0.0275941 0.0119798 0.00756402 0.00786999
threshold=40.148327922700012 40.21994457600001 40.300545846000013 40.003678352300007 40.467253020850002 0.40115565405000009 0.34512439750000007 39.896141435400004 0.48001556840000009 0.34524415440000006 0.34545372890000009 0.34560342505000002 0.48735067810000005 0.49588335680000006 0.47697673720000006 38.983591653800012 0.35331277505000008 0.50291907430000016 0.51809826055000008 0.52252926560000013 38.911218973650008 36.772607578000013 37.345948426100009 0.52324780695000006 0.38906020780000011 0.52401125715000008 0.39431454150000006 0.39563186730000005 0.53866650695000018 0.54088200950000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -4 14 8 9 -8 -11 -12 -10 -14 15 -1 -13 21 22 20 -20 -15 -19 -21 -25 -26 -27 -28 -29 -30
right_child=1 2 4 -5 -6 -7 7 -9 12 10 11 16 13 17 -16 -17 -18 18 19 23 -22 -23 -24 24 25 26 27 28 29 -31
leaf_value=-0.00063162757632413994 0.016365334144229967 -0.0093545988342161896 0.0091431020826238576 -0.0080763753492860847 -0.00010801971952118872 -0.00055244460384176004 0.10142082765621369 0.013663008111884686 -0.023943574603492623 -0.07818455998174248 0.10039106051141561 -0.10064642632073312 0.045936420036510522 0.0032904926687110704 -0.0088862941330753488 0.030823665722059038 0.042569236064205679 0.00013152185694482541 0.011384870591123279 0.017420604381071531 -0.056704207003570407 -0.028219688160374103 0.040095039592121788 -0.012619356356552688 0.011525769825424342 -0.037935398915575597 0.012805388572583086 -0.011953038976247344 0.0038843475793203228 -0.0043853503850510281
leaf_weight=1.6771090157335753 0.77721668694198953 1.2052170368005679 1.750913398978011 1.3361468176627784 40.781216019963459 1.5728833181573469 0.077573441851753661 1.1722113831179406 0.26642685461128834 0.038399294854148461 0.022224919870495793 0.010161223379215933 0.12601876937605894 0.76462624592659156 1.8849166553700341 0.18518498442131193 0.010610953328634671 0.34416350903029425 0.23421214056179351 0.47315014712512482 0.28320239702225081 0.44814370169069662 0.34729393595517877 0.5983838882530107 0.58144027412185995 0.20132071441213373 0.62486648722551752 0.64844006474487503 2.2119165821932256 2.3988056438855443
leaf_count=199 34 34 40 72 2981 31 7 27 18 9 2 13 27 34 31 20 39 32 31 20 23 37 38 15 12 34 12 88 22 651
internal_value=-3.73443e-06 0.000264275 -1.19101e-05 -0.00073173 0.000243389 0.00455499 -0.000103898 0.000881648 -0.000517094 0.0410488 -0.0164877 0.0386117 -0.00114328 -0.000552704 -0.00322938 0.00249626 -0.0274882 -0.00112933 -0.000150156 -0.00185489 -0.0258831 -0.00835317 0.0202037 -0.000248273 -0.00139897 -0.000391876 -0.00153058 -0.000284995 -0.00184033 -0.000418102
internal_weight=63.0544 46.0874 45.3102 16.967 44.105 3.3238 15.6308 11.8836 10.7114 0.15897 0.0813964 0.0429971 10.5524 10.286 3.74721 1.86229 0.0207722 10.16 8.9472 8.25574 0.517415 1.21277 0.691457 7.73832 7.26517 6.66679 6.08535 5.88403 5.25916 4.61072
internal_count=4633 3120 3086 1513 3052 71 1441 1191 1164 70 63 54 1094 1076 250 219 52 1049 978 908 54 71 70 854 834 819 807 773 761 673
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 1 2 1 0 0 2 1 0 1 1 1 1 2 1 0 1 1 2 0 0 0 0 1 2
split_gain=0.00132701 0.00817124 0.0177264 0.00564475 0.0161303 0.0262431 0.0207632 0.0168324 0.0117149 0.0109897 0.010223 0.00970575 0.172159 0.0265686 0.0264832 0.016309 0.0123772 0.0491069 0.00767417 0.0584478 0.131776 0.0916276 0.0805411 0.0511341 0.0812342 0.0359769 0.0267009 0.074711 0.0126462 0.00780765
threshold=0.47938684470000009 0.47847369840000004 0.34548366815000003 0.34536391125000004 0.48265022005000008 40.574766824850009 0.34491482290000003 43.022303514600004 0.34521421515000011 0.48458129995000004 0.48077901860000011 43.276780833950006 0.3465914194000001 0.48119816770000007 0.34708541665000009 0.3475943834000001 0.35585760905000008 0.36166581840000006 42.654057868200006 0.3475943834000001 0.50291907430000016 0.34575312120000007 0.38334181610000007 42.670715716450012 0.48389269780000005 0.48265022005000008 0.54284302865000023 0.54986377655000018 0.34560342505000002 42.580420142950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 9 -8 -6 -5 13 -13 -12 -14 -16 -17 -18 25 21 -21 -20 -22 -23 -25 -15 -24 -28 -27 -30
right_child=3 2 -4 10 7 6 8 -9 -10 -11 11 12 14 18 15 16 17 -19 19 20 22 23 26 24 -26 28 27 -29 29 -31
leaf_value=-2.268682988056312e-05 0.017330904695467417 -0.026518191209099914 -0.0014789658395210482 -0.010732180849310392 -0.015945039877246835 0.011247251535859461 -0.0099273153464218156 0.0062987675971084844 0.0031305382189415498 -0.00022507860467226235 0.014568185300796328 -0.10831297660827355 0.10034940360103912 -0.014308741933039973 -0.016588711619255649 0.015010341896883226 -0.10402951279486967 0.00086614888684076257 -0.00033182052517590665 -0.10341639823143778 0.060566149819750309 0.10503989329237776 -0.10089371350231864 0.10156230180536197 -0.0063208178688974317 0.013665073482954163 0.10042189785683467 -0.1013590528665162 0.00030517586199482646 -0.010689341736139883
leaf_weight=12.291145222251791 1.4417403929983246 0.37964480603477468 1.1076144163180286 0.90996572148185251 1.0599939606618138 1.4824520187239612 1.382157117710449 1.1023036603583021 1.3661889295326544 0.76615556085016567 1.2891538154799409 0.15432172478176864 0.025965346954763269 1.7635033101552853 0.55928621441125903 0.58763966208789531 0.045612354349032436 2.0723286897932995 1.1024684561998603 0.14700064853968786 0.15873529567033984 0.1342824101448058 0.052567770525886015 0.10685796465259045 0.2012392352335155 0.69964177848305809 0.034267944283783436 0.03950135136651145 29.878029717563027 0.66017599906376645
leaf_count=1111 25 45 29 65 10 20 21 13 19 38 26 7 3 28 3 13 8 938 18 19 20 1 34 59 9 26 3 74 1925 23
internal_value=-2.34497e-06 -0.000869801 -0.0078706 0.000240469 0.00256773 0.00567929 0.00170873 -0.00345948 -0.00343632 -0.00934978 -0.000252281 -1.21471e-05 -0.00508444 0.000469686 -0.000243599 -0.00104361 0.00216981 -0.0013929 -4.99263e-05 0.00600192 -0.0265108 0.0150953 0.0131463 0.0535417 0.0310965 -0.000412457 -0.0464339 -0.00762604 0.000372044 6.7496e-05
internal_weight=63.0019 13.7784 1.48726 49.2235 8.60099 5.67254 4.2308 2.92845 2.74835 1.82615 40.6225 39.7126 3.44515 36.2674 3.29083 3.26487 2.70558 2.11794 34.9783 1.97692 0.432073 1.54485 0.285072 0.44238 0.308097 33.0014 0.126337 0.0737693 31.2378 30.5382
internal_count=4633 1185 74 3448 146 85 60 61 40 48 3302 3237 972 2265 965 962 959 946 2239 237 150 87 131 69 68 2002 111 77 1974 1948
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 0 1 0 0 2 2 0 0 0 0 0 0 2 2 1 2 2 0 2 1 1 2 2 0
split_gain=0.00119763 0.0190322 0.00899365 0.00611964 0.00538245 0.00732448 0.00859147 0.00480321 0.0177931 0.027433 0.0249917 0.0571556 0.0894712 0.0717629 0.0561995 0.0144118 0.0755291 0.013367 0.047308 0.02953 0.043552 0.0105237 0.0067766 0.0136546 0.02146 0.0198821 0.171056 0.0191087 0.0148649 0.0595348
threshold=40.148327922700012 40.21994457600001 40.300545846000013 40.003678352300007 40.467253020850002 40.408647214050006 0.48077901860000011 0.34506451900000007 0.48233585820000008 0.48185683060000012 42.844429421150004 43.61821939175001 0.48001556840000009 0.47500074850000013 0.47961138885000004 0.47697673720000006 0.47568935060000012 0.47500074850000013 42.580420142950011 41.772405911750006 0.32467590790000006 43.067541470150012 41.319407281650008 0.48271009850000007 41.257948413050009 0.34545372890000009 0.34527409360000011 41.243661560350013 40.890797847750008 0.50913146310000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -4 8 9 10 14 12 13 21 15 16 17 18 19 20 -6 -12 23 24 25 26 -9 28 -25 -30
right_child=1 2 4 -5 7 -7 -8 22 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.00016368989719190647 0.0158009510418456 -0.0085195342255514062 -0.0062886305195236488 -0.0072077852023561921 0.038064160064876666 0.010642541597700414 0.0063346489314366639 -0.0095202651015433067 -0.011081313018222133 0.020171192587059607 0.10047549315126932 0.00027315802249061832 0.10278732568232621 -0.10230767572122379 -0.048876551088346404 -0.0010896374053232349 -0.10326576634701463 0.0605602166893663 -0.10464448401280527 0.073457270342235106 -0.1025064988837644 0.020316292501018973 -0.00047743704150597871 0.00012764499393251824 0.022426875942628086 -0.0028185428403629826 0.088799640104017974 -0.014471306801458236 0.072141446641227139 -0.00053588405453528778
leaf_weight=15.577158059712948 0.7749989556167084 1.207057906473479 0.97055844149900172 1.3393639759301006 0.05775440767008802 1.1296843810312762 1.2130344932070807 0.70296063772516326 1.7821736318292094 0.62144754454493512 0.028054200659212006 2.947241842876716 0.14183812215924263 0.052438074904785026 0.30857656733132888 2.346368259322162 0.08687290243778989 0.037726531510998029 0.037926404494823374 0.061960084817722222 0.035642195431137225 0.039351573095742595 22.436765377230582 4.7770201995853796 0.77160858223214734 1.7427922237583571 0.2364789119319255 0.80651954685858118 0.14719243405852456 0.48116763651830219
leaf_count=1441 34 34 11 72 35 18 42 65 29 5 12 184 2 18 15 47 20 5 14 51 24 40 2100 122 8 29 22 35 28 71
internal_value=-1.98888e-06 0.000262674 -3.69732e-06 -0.000721405 0.000229913 0.00410572 0.000723882 -8.57001e-05 -0.00218669 0.00014336 -0.00187002 0.00424991 0.0490388 -0.0145738 -0.008476 -0.00379676 -0.0237787 0.00611305 -0.00451438 0.0199298 -0.0155807 0.0536785 0.00047618 0.00268978 0.00773038 0.00350258 0.0152292 -0.000112816 0.00202957 0.0164887
internal_weight=62.8997 45.9832 45.2082 16.9165 44.0012 3.31328 2.18359 40.6879 8.58537 6.8032 6.18175 3.20892 0.261682 0.119844 2.97283 2.66425 0.317883 0.23101 0.193283 0.155357 0.0933966 0.0674058 32.1025 9.66574 3.45384 2.68223 0.93944 6.2119 5.40538 0.62836
internal_count=4633 3120 3086 1513 3052 71 53 2981 501 472 467 256 72 70 211 196 149 129 124 110 59 52 2480 380 124 116 87 256 221 99
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 1 2 2 2 2 1 2 2 2 2 1 0 0 1 2 0 1 2 1 1 2 1 2 1 2
split_gain=0.00137442 0.0484312 0.0155183 0.00231865 0.0592832 0.00956381 0.0248547 0.0166113 0.0419308 0.0233605 0.0166016 0.015492 0.00471806 0.0158093 0.0115306 0.0117899 0.00500455 0.0124773 0.0116498 0.0055303 0.0158641 0.0186391 0.0146808 0.0122318 0.0202908 0.00755304 0.00538594 0.00389437 0.0143675 0.00467966
threshold=0.39614083410000006 48.553014326500012 44.952171034750002 49.064150740050003 49.292797572200008 0.34007963835000005 48.914776625700007 48.553014326500012 41.909642283050012 39.476991512000005 0.32012514595000008 37.345948426100009 43.895345911700005 43.930205408700004 48.914776625700007 0.34488488370000009 0.47721625100000004 0.47550971530000002 0.34545372890000009 44.279556297950009 0.48032993025000009 0.3465914194000001 44.908704241950012 0.3584174126500001 0.40651477500000005 44.461493122800007 0.42209814075000007 47.927946529500012 0.39170982905000007 46.095286511800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 8 9 11 -11 -2 -7 -14 15 -15 17 18 -17 20 -18 -22 25 -23 -25 -21 -26 29 -29 -24
right_child=3 -3 -4 4 -6 12 -8 -9 -10 10 -12 -13 13 14 -16 16 19 -19 -20 22 21 23 27 24 26 -27 -28 28 -30 -31
leaf_value=-0.10023603982029161 0.020540646143875282 -0.071002969352404785 0.088950939520291594 0.079080328936109084 -0.0013775496577866089 -4.1245468224191328e-05 -0.052299984228332 0.0037599302118356027 -0.10050090170272255 -0.013709813473669228 0.071814333253847701 -0.10124103198153854 0.057697449756813401 0.03918158772397809 0.048484790649734016 0.10030813008229895 0.080276670549991339 -0.10065808224344595 -0.052347147016636522 -0.012335741472040265 -0.10103117785982155 0.10036572001220134 0.0014686023400945036 -0.10085975917930363 0.10006590026425879 -0.079458275377392598 -0.002105603462639639 0.064959501685419016 -0.0086669775650278016 -0.023521027427910266
leaf_weight=0.0048782263949068696 0.016262516534388705 0.058659650642766792 0.038986901992757339 0.098030235218969586 1.391537436173252 59.101408180666084 0.1211454946314916 0.65345613833051175 0.058298579367374259 0.044289071382081602 0.0465562373829016 0.029205118959851006 0.057105818445280954 0.076623148052021528 0.054745023236364543 0.0090025104582309723 0.031884758151136339 0.017003272458055108 0.011241618266211617 0.03194058346912243 0.015626428183168173 0.0147996935993433 0.57264508453734209 0.014081763831200078 0.011561481856006139 0.035282773705316406 0.0093174420023203197 0.041721633475390263 0.072665977068027132 0.086219460745866172
leaf_count=173 74 21 12 18 311 3177 12 10 91 13 34 31 9 8 19 1 5 16 64 12 3 5 132 7 7 45 138 8 50 127
internal_value=3.29135e-07 -0.0115685 0.0679115 1.9239e-05 0.00391748 -7.55888e-05 -0.00993024 -0.00387777 -0.0295232 0.000832617 0.0301194 -0.0576831 8.28992e-05 0.00638915 0.00374083 0.00141155 -0.00155673 -0.0375049 0.0155383 -0.000128866 0.0224447 -0.005756 -0.0027414 0.0241636 -0.00809458 -0.0475656 0.0544708 0.00115543 0.0181875 -0.00180156
internal_weight=62.8262 0.102525 0.0438651 62.7237 1.48957 61.2341 0.969213 0.848068 0.194612 0.136313 0.0908453 0.0454676 60.2649 1.16347 1.10636 1.05162 0.974994 0.0372474 0.0202441 0.937747 0.0972716 0.0653868 0.840476 0.0497604 0.0349607 0.0672234 0.0208789 0.773252 0.114388 0.658865
internal_count=4633 206 185 4427 329 4098 265 253 243 152 47 105 3833 656 647 628 620 81 65 539 165 160 374 157 152 57 145 317 58 259
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=0 2 1 1 0 1 2 0 2 2 2 0 1 2 0 1 1 2 2 2 0 0 1 0 1 0 1 1 1 1
split_gain=0.00115857 0.0252617 0.00222559 0.0120583 0.0293403 0.00427357 0.00226948 0.00210982 0.0064021 0.00183803 0.0157059 0.014422 0.0327875 0.0319938 0.0222709 0.0225502 0.0158908 0.0110105 0.00591357 0.0103398 0.00642422 0.00741066 0.00549311 0.00463761 0.00717499 0.00600912 0.00450909 0.00572024 0.00399425 0.0100773
threshold=0.39672464895000009 48.823707093150006 0.31638274305000008 0.34007963835000005 0.4413939702500001 0.32012514595000008 41.529896397300007 0.46735127690000006 37.572218886150004 43.895345911700005 44.578137159850009 0.47787491390000009 0.34524415440000006 44.279556297950009 0.48032993025000009 0.3465914194000001 0.3584174126500001 44.908704241950012 49.064150740050003 48.914776625700007 0.55688452445000014 0.55788748840000013 0.35799826355000003 0.53499895210000015 0.43593006200000012 0.56300709560000006 0.48522499325000007 0.50491003265000012 0.4995808509000001 0.48616807880000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -7 8 -6 -5 11 -11 -13 14 -14 -16 -17 22 19 -19 -20 -22 -12 -18 -25 -26 -23 28 29 -28
right_child=2 -3 3 9 7 6 -8 -9 -10 10 17 12 13 -15 15 16 23 18 20 -21 21 26 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.0061312909075928405 0.0039405506628259574 -0.035297288035252658 -0.014892284566494491 -3.7119970698028347e-05 0.012794112442424999 0.034438713794348874 -0.0038728504592461807 -0.10143116334708294 -0.100208752550144 0.056632489268342058 -0.10181359004095647 -0.10138973508785598 0.092961829521149883 -0.10193000803430237 -0.10100907929243122 0.1002637874759874 0.022552991060139943 -0.00073495282433698374 -0.077993176131959163 0.044695838943764742 0.10018709850555613 -0.10015930691042224 -0.020296420403313645 -0.10072087284928229 0.10015592544721286 -0.10006922285534262 0.034044008786157327 -0.10011925942237426 0.060676615510400801 -0.10015698346019085
leaf_weight=0.61662499963917028 1.435743735578767 0.19333186397034297 0.099377501632260556 59.102566287806951 0.0075885497499257317 0.036767895270415352 0.026683030844651512 0.033910893363099603 0.014774829428233716 0.094331695618617095 0.015677895617500326 0.023644454777240753 0.051871832925826311 0.017610890620358699 0.015088062966242433 0.02378568856511265 0.031159219626083257 0.78438548353972237 0.018838340210498128 0.053515103800918951 0.005479714833199977 0.0064794907662033543 0.017486629721091163 0.0092850271763609271 0.0045695449225604525 0.0022305761201550922 0.015052680857479572 0.0059947344083610679 0.0095376184763154015 0.0089059796692438908
leaf_count=200 100 30 24 3177 13 35 19 30 41 21 10 3 5 16 3 7 21 383 100 19 1 61 32 8 1 127 9 73 8 56
internal_value=1.4279e-07 -0.00375746 4.92534e-05 -4.30363e-05 -0.02346 -0.00194719 0.0183275 -0.085707 -0.0618636 4.20257e-05 0.00389221 0.024983 0.0083267 0.0249988 0.041198 0.0100188 0.0336032 -0.00223719 -0.000170505 0.00216662 -0.0280311 -0.00973766 -0.0588321 4.21752e-05 -0.0435645 0.0344781 -0.0228408 -0.0101547 0.00594597 -0.0158416
internal_weight=62.7823 0.809957 61.9723 60.5366 0.219103 0.162828 0.0634509 0.0562743 0.0223634 60.3175 1.21493 0.273577 0.179245 0.155601 0.13799 0.0861181 0.0710301 0.941354 0.908189 0.837901 0.0702886 0.0514502 0.0331645 0.0472444 0.0160851 0.00680012 0.0459705 0.039491 0.0334963 0.0239587
internal_count=4633 230 4403 4303 162 78 54 84 54 4141 964 212 191 188 172 167 164 752 710 402 308 208 42 157 136 128 207 146 73 65
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 0 0 2 2 2 1 2 0 0 1 1 1 1 1 2 2 0 0 1 2 2 1 0 2 1
split_gain=0.00104838 0.0176358 0.0378821 0.0452855 0.0268642 0.0379538 0.0171037 0.0265562 0.0166367 0.0793291 0.0175133 0.0118627 0.00886654 0.00846587 0.0132811 0.00725412 0.0109557 0.00628714 0.0152519 0.00769527 0.0624806 0.0626493 0.0544164 0.0331947 0.0234369 0.0120215 0.0601962 0.0185699 0.0116715 0.0237118
threshold=0.48185683060000012 0.34584293880000011 0.48119816770000007 40.767054867700004 0.34569324270000007 0.48149755995000004 0.48271009850000007 41.489621506400006 41.935569238650011 42.154118731400011 0.35799826355000003 42.081757894750005 0.47905751325000007 0.48032993025000009 0.35394149875000008 0.34560342505000002 0.34554354660000003 0.34494476210000008 0.3453339720000001 42.670715716450012 43.157831852650006 0.48847339900000003 0.50386215985000016 0.38334181610000007 43.067541470150012 43.477771593600004 0.3475943834000001 0.49067393190000008 42.027798546600003 0.34900152690000003
decision_type=2 2 2 2 2 2 2 2 2 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 13 5 15 7 -2 -5 -10 12 -9 -11 14 -3 16 -1 -8 -19 28 22 -22 -21 -24 -25 27 -27 -23 -20 -30
right_child=6 2 -4 8 -6 -7 17 11 9 10 -12 -13 -14 -15 -16 -17 -18 18 19 20 21 25 23 24 -26 26 -28 -29 29 -31
leaf_value=-5.9197101448125365e-06 0.020700084958400363 -0.097429529347258639 -0.053012671491727448 -0.0054470370020492853 0.0161724742444634 -0.023667769859134834 -0.0055872626573989443 -0.0093055341479421558 0.10060555411267323 -0.027161661258610911 0.022463272511727413 0.01025974714424854 -0.10109059919640158 -0.10429090043507182 0.049875528966285325 0.0063172046882920456 -0.012882082556530073 0.013559452825915927 -0.00061667109085291954 -0.065489535991501813 -0.081582070347574101 -0.00095203910296091519 0.039095564770626291 -0.077952345727532374 0.053999338880437134 -0.088847509643488462 0.00016408814193131539 0.019804996530579471 0.014135512445767438 0.00035203881501625256
leaf_weight=17.128503942957529 1.0211926308820118 0.01382349337214633 0.19532897802287152 0.55176005017631269 0.98694715658257237 0.69614400097634543 2.0503525215681284 0.72739742230623938 0.085257858896511579 0.035427538710470996 0.040834607285033547 0.53991078434046358 0.029926604798674816 0.047468458354387622 0.01098409757053748 1.7093083423520727 0.68731361000263902 0.82336597784887899 24.750984027670686 0.28928286715563478 0.091986054335933765 0.99374454468488715 0.10957208822946995 0.057691030506817231 0.017557314145506098 0.078878117376007473 2.0649317258217277 0.76110393808797028 1.7401821073144672 4.4136520362322136
leaf_count=1009 17 18 8 43 34 12 29 11 9 41 98 58 8 8 39 28 18 28 1763 34 19 4 14 63 23 4 911 55 17 210
internal_value=-3.91701e-07 -0.000552451 -0.0134573 -0.00398272 6.2609e-05 -0.000723671 0.00030224 0.00869971 0.00336604 0.0287658 -0.0289135 -0.000970146 -0.0610148 -0.0795493 -0.032207 9.4372e-05 -0.000502667 -0.000200269 0.000104907 -0.0002083 -0.00408901 -1.15593e-05 -0.03841 0.00397529 -0.0471647 0.00191304 -0.00311095 0.0080506 0.000352337 0.00424973
internal_weight=62.7508 22.219 1.01081 0.815483 21.2082 20.2213 40.5318 2.2885 0.743207 0.191447 0.106189 1.26731 0.0653541 0.072276 0.0248076 19.5251 17.8158 38.2433 36.1929 35.3696 4.46475 3.99064 0.474103 0.18482 0.0752483 3.89866 2.14381 1.75485 30.9048 6.15383
internal_count=4633 1373 272 264 1101 1067 3260 86 199 156 147 69 49 65 57 1055 1027 3174 3145 3117 1127 993 134 100 86 974 915 59 1990 227
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 1 1 1 0 1 2 0 1 2 0 0 2 2 1 2 2 1 1 1 1 1 1 1 2
split_gain=0.000993318 0.00614176 0.0175009 0.0552975 0.0463016 0.025066 0.0167988 0.0528186 0.032952 0.0260773 0.0205968 0.101608 0.0188985 0.0162105 0.013523 0.00878975 0.00376619 0.087471 0.0126065 0.0431594 0.111408 0.0122222 0.00927895 0.0120221 0.0068364 0.00957342 0.0318631 0.0117229 0.0299406 0.0398625
threshold=42.243697547450004 41.741384785950011 41.559097512700014 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.3459626957000001 0.34569324270000007 0.3475943834000001 0.47943175355000006 0.40206880030000008 41.935569238650011 0.54986377655000018 0.43349001525000008 41.772405911750006 0.50730517050000012 0.47757552170000012 41.362929270750008 40.806664626150003 0.34494476210000008 40.250747516500006 41.444941515100005 0.3447052483500001 0.3447651268000001 0.34491482290000003 0.34512439750000007 0.34524415440000006 0.34587287805000005 0.35585760905000008 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 -4 -5 -6 7 9 -8 14 15 -12 -13 -7 -3 -10 17 18 19 -1 -21 22 -18 -24 -25 -26 -27 -28 29 -29
right_child=-2 6 3 4 5 13 8 -9 10 -11 11 12 -14 -15 -16 -17 21 -19 -20 20 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=-0.00097656177456369598 -0.00066579656926198539 1.4399115494004045e-05 -0.0010660376652486176 -0.10638142352807954 0.098858309080212758 -0.10082139305768519 -0.0096901464358004029 0.023698055241475228 0.011961852187234258 -0.016148868135552379 -0.05743068712233021 0.091005614954856512 0.02752515081748353 0.016925506344001407 0.027540699193066204 -0.0056188743428937926 0.006885298319400302 0.060843262302437862 -0.012558160573244668 -0.10322956595213024 0.10165750735208841 -0.010962635177767771 -0.015987167112243177 0.0091448628650321467 -0.0065789497565941438 0.015511017821814313 -0.003873611145805143 0.027405010372659168 -0.00055266305868053689 -0.00095127728803740116
leaf_weight=2.4385245385147232 16.538300335487428 0.52290506940335146 0.61965638337556583 0.10533510876120999 0.018613881424244028 0.022010484062604974 2.0544138983823363 1.301364288665354 0.61926587870902927 0.80301409136154689 0.087638496198337523 0.1445399299118435 0.069421444261280385 0.024941563879057327 0.270955860922653 0.52587956065735852 1.8947120589145914 0.24493078629711806 0.7428162242073485 0.03450086827935317 0.11500187566457498 1.0318668989191895 0.48214439116418262 0.78402688075584848 2.2592676664808122 1.2949549513869012 7.6291083909454782 0.93517026818608684 18.005476288748611 1.0550676975399254
leaf_count=248 1990 5 20 8 26 17 18 11 31 21 39 20 39 38 62 36 27 14 54 60 65 60 7 17 35 18 101 63 1474 9
internal_value=-8.66832e-07 0.000237482 -0.000225523 -0.0149554 -0.0653158 0.000658235 0.00311258 0.00874389 -0.00154898 -0.00344293 0.0100117 0.0332614 0.0704089 -0.0382726 0.00940951 0.00388834 7.34646e-05 0.00316628 -0.00107495 0.00222097 0.0543756 -0.000239192 8.30328e-05 -0.000314201 -7.77833e-05 -0.000309696 0.00018007 -0.000538591 0.000733844 0.0123727
internal_weight=62.6758 46.1375 39.7381 0.790557 0.170901 0.0655659 6.3994 2.89824 3.50116 1.59688 1.44675 0.3016 0.213961 0.046952 0.793861 1.14515 38.9476 3.57577 3.33084 2.58803 0.149503 35.3718 34.3399 32.4452 31.9631 31.179 28.9198 27.6248 19.9957 1.99024
internal_count=4633 2643 2361 109 89 81 282 99 183 88 165 98 59 55 67 67 2252 441 427 373 125 1811 1751 1724 1717 1700 1665 1647 1546 72
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 0 2 2 1 0 1 1 0 0 1 2 1 1 0 2 2 1 1 2 1 1 0 1 0 2
split_gain=0.000936486 0.0111193 0.00940802 0.00441893 0.0232151 0.0409846 0.00769004 0.0266447 0.0132698 0.0268795 0.00905621 0.015142 0.0343684 0.0123388 0.00997657 0.0134344 0.00942851 0.00761841 0.00696537 0.006513 0.00896146 0.00417032 0.013886 0.00356519 0.0408797 0.0519778 0.0306738 0.019323 0.0461771 0.0179331
threshold=0.48077901860000011 0.3447052483500001 0.34482500525000009 37.995872310650007 0.34422622080000004 0.47076434840000009 40.165165956550005 39.955516828000007 0.34479506600000004 0.47076434840000009 0.34566330350000002 0.3459626957000001 0.47961138885000004 0.47880302985000006 0.34554354660000003 40.518963363600001 0.34614233110000009 0.34007963835000005 0.47976108500000009 42.283941020600004 48.109449608500007 0.36166581840000006 0.35799826355000003 41.873095646600007 0.34494476210000008 0.3453339720000001 0.47709649410000005 0.34515433670000012 0.47774018740000007 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 17 7 8 9 -5 14 -12 13 16 15 -8 -13 -1 -10 -18 21 22 -21 27 -25 26 -26 28 29 -17
right_child=1 2 -4 6 -6 -7 10 -9 18 -11 11 12 -14 -15 -16 23 19 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00059537855189829739 0.0093643751140197323 -0.0095925052297373536 0.00019524628051981779 0.0017072798636124449 -0.0003017112119532325 0.10085664098547756 0.009929291186906648 -0.02458531693046017 0.012182746896665379 -0.026884904169800078 0.015916454669311676 -0.10068750704008991 -0.10402166191191264 0.06578495205294603 -0.012929963946073231 -0.007624662244096244 0.059563047509551242 -0.10206365706701453 -0.0022096126800077004 -0.10015509087978619 0.040368331091488428 -0.1006280013418035 0.091396622113430734 0.0018194166364040778 -0.012420501770768306 -0.0086678223184140715 -0.09237329327087361 0.0059869086628500491 -0.025788164643028768 0.009745650769859256
leaf_weight=0.019231530348455178 1.2975319032259509 1.0050107445567835 42.98052824232191 0.99943298322392882 0.55078269658302059 0.061846563969083945 1.2487315380758399 0.58531760945580291 0.77521353362859302 0.4899969594553113 0.71517696822454035 0.010341658470593956 0.03615771139266144 0.028297837474383414 0.61624987711407975 1.0823022021799236 0.015055495615342807 0.012027059666205958 0.5938632883757009 0.0090311543341505818 0.016763010760769248 0.010869944578785568 0.0065142175969441505 3.2770927104875494 0.072554798524094966 0.66562717767779134 0.14169463596942933 3.165503308152779 0.80298577785288205 1.3182881416032222
leaf_count=124 26 10 3298 33 77 9 23 16 33 27 49 10 6 25 23 105 30 5 11 19 3 24 69 334 47 47 26 47 37 40
internal_value=1.51427e-06 0.000240748 -2.83908e-05 -0.00062371 0.00750516 0.0536883 -0.000937446 -0.00514701 -0.00116676 -0.00769906 0.000157557 0.010154 -0.0208252 0.0102276 -0.000526731 0.00012241 -0.0126983 -0.0396363 0.00593979 0.00292762 -0.0168201 -0.0531116 -0.0198862 -0.00104101 -0.00331903 -0.0224571 -0.0652976 0.000445816 -0.00502942 0.00191427
internal_weight=62.61 45.2831 43.9855 17.327 0.643888 0.0931052 16.6831 3.44382 2.85851 1.48943 13.2392 0.848208 0.133031 0.0968733 12.391 11.7748 0.0685755 0.0312586 1.36908 0.0582338 0.0431783 0.0264153 0.0155454 10.526 4.15697 0.879877 0.214249 6.36908 3.20358 2.40059
internal_count=4633 3334 3308 1299 215 138 1084 120 104 60 964 235 186 180 729 706 155 129 44 145 115 112 88 683 454 120 73 229 182 145
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 1 2 1 1 2 2 2 0 0 0 0 1 2 2 0 0 0 1 1 1 1 2 2 1
split_gain=0.00159559 0.0062085 0.0217024 0.0529739 0.00587445 0.0088044 0.019491 0.0138838 0.0051394 0.0109409 0.150875 0.0456258 0.037319 0.00786292 0.00713162 0.0337221 0.00723334 0.0155475 0.0332888 0.0130778 0.00783636 0.00529027 0.0037428 0.0137173 0.0090639 0.00759176 0.00355674 0.0209035 0.00435821 0.0398994
threshold=0.47938684470000009 0.47976108500000009 0.34458549145000011 41.976795488650005 0.47787491390000009 40.518963363600001 0.34566330350000002 41.641174900500005 0.34530403280000005 0.34512439750000007 41.444941515100005 41.067148236900003 40.722669576350008 0.47697673720000006 0.47757552170000012 0.47736594710000008 0.47568935060000012 0.34506451900000007 44.026978245600006 39.065416244600009 0.47396784530000008 0.47076434840000009 0.48077901860000011 0.34521421515000011 0.3447052483500001 0.34482500525000009 0.34524415440000006 41.489621506400006 41.741384785950011 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 8 -6 7 -7 9 14 11 12 -11 -10 15 16 20 18 19 -18 21 -1 23 -3 -24 -26 27 -27 29 -28
right_child=1 22 3 -5 5 6 -8 -9 13 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 24 -25 25 26 28 -29 -30 -31
leaf_value=-0.00014316766458931718 -0.0045660000904065396 -0.014342738047089965 0.048344715147471996 -0.0013430469309377543 6.2493469217087987e-06 -0.025605793840063881 0.006671643036767057 -0.0053826190910561374 -0.0028910794714179467 -0.10114133595026283 0.067227815751222664 -0.11646688287253742 0.1007114259313461 0.012652238419808512 -0.0070717323175605064 0.022409773435351873 -0.017306940812351103 0.0057702925951711864 0.00089151871524771999 -0.055030517980918625 0.010178069409696584 -0.019905486114158641 0.0084778834287339549 0.0034959702396265844 -0.0086017616050533888 0.012957170703415245 -0.038711079258244151 -0.0048505410917217117 0.0012348734699285679 -0.00046246192905540482
leaf_weight=3.4634340542583772 0.97048330307006725 0.78171462356112786 0.3384322413476184 0.58625332836527377 2.4307600468455339 0.68102972413362273 0.558233481103798 0.67689258920654538 0.55687152963101094 0.016479544680691016 0.11270655339929192 0.11517037123721252 0.020619520917534828 0.7831855906747478 1.1509171416983006 0.68784106802195299 0.16605566814541795 0.57614148158609169 0.52702114079511375 0.20578265543827001 0.77328044247815331 0.14097051031421859 1.2902883131860168 0.96098519157044393 1.0084961671382178 1.2723796316422515 0.275839073874521 1.3677759359125046 15.851434183008918 24.209154055316294
leaf_count=537 4 16 37 17 38 32 27 34 207 64 41 16 1 62 12 8 5 7 8 38 37 11 26 40 10 18 13 26 1559 1682
internal_value=1.23811e-06 0.000267968 0.00587959 0.0168425 -0.000955022 -0.00398955 -0.00905846 -0.015525 0.000463884 -0.000501054 -0.0204798 -0.0853991 0.0110477 0.00619309 0.000187229 0.00146457 -0.000997033 -0.00705348 -0.0152731 -0.0381839 0.0010436 -0.000916084 4.17793e-05 -0.00450585 0.000216823 -2.55128e-05 0.000175739 0.00373159 -5.70037e-05 -0.000893357
internal_weight=62.5566 48.9132 1.89517 0.924686 13.6434 4.34692 1.91616 1.35792 9.29648 7.95642 0.264976 0.152269 0.0370991 1.34006 7.69144 6.54053 5.85269 1.475 0.898859 0.371838 4.37769 3.6044 47.0181 1.7427 45.2754 43.9851 42.9766 2.64016 40.3364 24.485
internal_count=4633 3448 58 54 1185 131 93 66 1054 785 122 81 65 269 663 651 643 58 51 43 585 548 3390 56 3334 3308 3298 44 3254 1695
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 2 2 1 1 0 1 2 2 1 0 0 1 1 0 1 2 0 2 2 1 1 1 0 0
split_gain=0.00130155 0.00605721 0.0431153 0.0627057 0.0149302 0.048806 0.0363678 0.0253473 0.00645576 0.0050981 0.0323587 0.0155121 0.0157218 0.051181 0.0492974 0.0315491 0.0458193 0.0284431 0.0207559 0.0108145 0.0798571 0.024562 0.0323548 0.00999769 0.0202061 0.00515779 0.00506225 0.018244 0.00747224 0.00710691
threshold=0.47938684470000009 0.34536391125000004 0.48001556840000009 0.34566330350000002 40.574766824850009 41.037275035300006 41.489621506400006 42.759119507950011 0.34542378970000004 0.34458549145000011 0.47736594710000008 0.3447651268000001 41.873095646600007 43.968221017800005 0.34542378970000004 0.47697673720000006 0.47673722340000008 0.34545372890000009 0.34584293880000011 0.47757552170000012 0.34503457980000002 41.289992964000007 0.47697673720000006 41.257948413050009 40.250747516500006 0.34626208795000007 0.34566330350000002 0.34569324270000007 0.48271009850000007 0.48271009850000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 -2 -6 -7 -8 -4 10 -1 -11 19 14 15 16 -14 -16 -19 20 -13 22 -22 24 -21 -20 28 -28 -10 -29
right_child=1 2 8 -5 5 6 7 -9 26 11 -12 12 13 -15 17 -17 -18 18 25 23 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-8.5362806866693156e-05 0.0094597509458207094 -0.1045323647579241 -0.010219389686084161 0.011842103820851173 -0.017582512540384929 0.017555345152199 -0.014285417880222842 0.0045056183730252794 -0.0016841602887248007 -0.016465534894257644 0.038297776144958412 0.060500432003960228 -0.1010162815512661 0.0030221637580089013 0.073757441037194602 -0.10221711000011245 0.079576980342664194 -0.10108353754180231 -0.027879168925075817 0.0041243464322413027 0.0017493678885924617 -0.014817094344726634 0.060118253348779099 0.0027009106385498267 -0.012811319579239342 0.042148606207562576 -0.016109822068036326 0.0053060620867243745 0.0084638089135820951 -0.00027760182593731972
leaf_weight=4.4079465735424366 2.3441406291094591 0.095954490947405158 0.61435737845022131 0.089476476248819381 1.2474064687266944 1.4984409685712305 1.0251714299665766 2.3945724303707721 1.2752972406306065 0.70766208146005638 0.2311573771465304 0.24364302233528112 0.029007636919232388 0.63213594429802811 0.040268919981826912 0.14002859398465262 0.027243665529567807 0.026684018085450845 0.018776774474105196 1.2218139646865895 0.52062907235917533 0.69216892549502518 0.11615544118103571 2.8616287792101502 1.6638880378759493 0.023911956686576613 0.70777603576425363 2.4461044498941069 1.6833501115906981 33.470761184788813
leaf_count=544 35 12 10 33 17 23 42 29 25 24 15 35 60 105 4 39 10 34 15 23 137 21 8 21 35 55 20 102 29 3071
internal_value=1.19625e-06 0.000241922 -0.000269021 -0.0483779 0.00266661 8.38745e-05 0.00456463 -0.00112756 -4.70952e-05 -0.000863925 0.00182719 -0.00225639 -0.00103875 -0.0132273 -0.0468042 -0.0768066 -0.0135512 0.00690606 -0.0318993 0.000523229 0.00787132 -0.00177741 0.0123964 -0.00148737 -0.00564071 0.0113467 0.000110785 -0.000210637 0.00408962 0.000102671
internal_weight=62.4976 48.8928 40.3831 0.185431 8.50973 6.16559 4.91818 3.41974 40.1976 13.6048 4.6391 8.96565 8.25798 0.938058 0.305922 0.19628 0.0562513 0.109642 0.0693727 7.31993 1.5726 1.32895 0.636785 5.74733 2.8857 0.0426887 39.5833 36.6246 2.95865 35.9169
internal_count=4633 3448 3302 45 146 111 94 71 3257 1185 559 626 602 322 217 109 70 108 104 280 201 166 145 79 58 70 3247 3193 54 3173
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 1 1 1 0 1 1 2 2 0 2 1 0 2 1 0 1 1 0 0 0 0 0 1 2 0
split_gain=0.00110463 0.00765356 0.00693803 0.00546674 0.00391516 0.0132168 0.00370258 0.00933451 0.0124472 0.00412954 0.0064734 0.0358034 0.0334543 0.00917892 0.00846943 0.149197 0.0229354 0.0121313 0.0540566 0.112859 0.0811056 0.0633108 0.0231359 0.0667774 0.021118 0.0621664 0.0187862 0.010403 0.00758501 0.0180836
threshold=0.47868327295000007 0.47905751325000007 0.47787491390000009 0.47880302985000006 40.621691032550004 0.3453339720000001 0.34458549145000011 0.3447052483500001 0.47943175355000006 0.3447651268000001 0.34536391125000004 40.574766824850009 41.184662530950007 0.48077901860000011 43.276780833950006 0.3465914194000001 0.48104847160000008 42.654057868200006 0.3475943834000001 0.50291907430000016 0.34575312120000007 0.38334181610000007 0.54284302865000023 0.54986377655000018 0.49588335680000006 0.48389269780000005 0.48265022005000008 0.34560342505000002 42.844429421150004 0.48185683060000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -4 -6 -3 -8 -9 -10 11 -11 -13 -12 16 -16 -15 26 20 -20 -19 -21 -23 -24 25 -22 -18 -28 29 -14
right_child=1 6 4 -5 5 -7 7 8 9 10 13 12 28 14 15 -17 17 18 19 21 24 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00049453435933219879 0.0004668489314752877 -0.004732420571422969 -0.00080258161681541528 0.013585480514182055 -0.019767881519922186 -0.0014990779955236604 0.011246400340348179 -0.028519445054903381 -0.0093391802175819046 0.017520111177194871 -0.010425930071361748 -0.014499324927951245 -0.010974567480325693 0.018651879296814212 -0.10770142493622309 -0.00054397924979563599 -0.0091377788117832769 0.0022828287878782247 -0.10287484966362458 0.054089363265725623 0.1014891076153419 -0.10076246915090287 0.100368566950588 -0.10122084204730597 0.086880591759413706 0.0039449611285378118 0.012406998771644071 -2.2167148583893012e-05 0.010410855599506257 0.0098422948294891628
leaf_weight=9.2337998054695145 0.56723141058046056 1.594355090638145 1.2401712900027626 0.72194284415814991 0.62463737350503823 1.0819522476529071 0.74842013604938884 0.15264943516967733 0.46056254580616851 1.3549384007928882 0.87013871209762683 1.3027103480417279 0.77347888721851654 0.67604241042862767 0.13533374597318815 3.2550741265624796 2.2868389497981552 1.1481264412868748 0.12730214112116311 0.15085287048714235 0.1011505207279696 0.044940100835812347 0.030635199509561062 0.035443139712624028 0.1317269392311573 0.18452868470922112 0.688607342774051 30.494024175641346 1.3087902062106875 0.90623678546398878
leaf_count=1054 27 20 20 18 21 33 17 33 6 25 45 18 17 8 7 965 34 30 19 20 59 34 3 74 2 8 26 1948 17 25
internal_value=6.64902e-07 0.000207755 -0.000853704 0.00781334 -0.00507847 -0.00818573 7.50273e-06 0.000167042 -1.08219e-05 8.28312e-05 0.000177152 0.0033486 -0.00112601 -0.000266509 -4.26554e-05 -0.00482135 0.000406143 5.79373e-05 0.00771544 -0.0256382 0.0160068 0.0119085 -0.0454073 -0.00776008 0.0537562 0.0384824 -0.000389281 0.000252307 0.00470351 0.000256504
internal_weight=62.4326 50.2521 12.1806 1.28917 2.94676 1.70659 48.9629 47.3686 46.6201 46.4675 46.0069 5.64615 4.29122 40.3608 39.4906 3.39041 36.1002 35.4242 1.95471 0.389173 1.56553 0.261871 0.111018 0.0660783 0.417406 0.285679 33.4695 31.1826 2.98851 1.67972
internal_count=4633 3505 1128 45 74 54 3460 3440 3423 3390 3384 102 77 3282 3237 972 2265 2257 249 150 99 131 111 77 69 67 2008 1974 59 42
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 2 0 0 1 0 1 1 1 1 0 0 2 1 1 1 0 2 1 0 1 0 0 0 2 2
split_gain=0.00155311 0.0193582 0.0235689 0.0201422 0.0168518 0.0471342 0.145216 0.0694899 0.0425598 0.0273096 0.0259021 0.00936779 0.0216522 0.00861397 0.0273855 0.0102133 0.00796337 0.00731434 0.010566 0.00785245 0.0265462 0.0175634 0.0122747 0.0252373 0.00815773 0.031598 0.0256253 0.00973096 0.0425013 0.00908408
threshold=0.48271009850000007 0.48185683060000012 41.289992964000007 41.935569238650011 0.3459626957000001 42.876019054300009 0.48104847160000008 0.48077901860000011 0.34614233110000009 0.47880302985000006 0.34608245260000009 0.34524415440000006 0.34536391125000004 0.34569324270000007 0.48149755995000004 0.48119816770000007 41.529896397300007 0.34560342505000002 0.34554354660000003 0.3453339720000001 0.48032993025000009 41.16018805045001 0.34524415440000006 0.48001556840000009 0.3447651268000001 0.47868327295000007 0.47811442770000007 0.48032993025000009 39.525197829750006 41.362929270750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 13 6 7 10 -7 -10 -6 16 -13 14 17 -15 -2 18 19 22 21 -21 24 -24 26 29 -1 28 -27 -26
right_child=11 2 3 -5 5 8 -8 -9 9 -11 -12 12 -14 15 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.00092013243043394244 -0.00096644105753975634 -0.0047428480661020345 0.026009015381241059 0.002298588311491016 -0.10353010053070176 -0.10106862553620491 -0.11919103566764488 0.095961427742838667 -0.013540191988406711 0.090835338702908497 0.0080344093277514642 0.034786813784483256 -0.00014035948045089644 -0.00030469066735620641 -0.019870412794091005 0.016145046767917084 -0.011838318307879651 0.0065037819141969657 -0.012617071254456902 -0.013929838698863412 0.021745959963358309 0.0049763845254399228 0.0004551408687533879 -0.024274867616119827 -0.0070809962124980504 -0.00026751648031129354 -0.015029279327751836 0.0051414203834831201 0.040456004962164976 0.0025937825846233434
leaf_weight=5.1999881180900536 1.4352559545077377 0.77707923099771337 0.91331970412284114 0.58956503227818757 0.035295213257086393 0.020938665212327137 0.1335655175851258 0.070915134390816092 0.038490657803481196 0.071883589786011726 0.05070970888913346 0.17839026899309729 35.184564841573348 0.80893311939189405 0.70045160676818241 0.70759532600641251 1.269796740998572 1.7089490258924787 0.67504801702782913 0.68055755448066424 0.70472854143008579 1.7674320304113704 1.1203216420184663 0.65329909976571787 1.821031652026128 0.50152995815733425 1.2493773878487671 0.68386101210489858 0.52407734954977059 2.0779229946396072
leaf_count=568 16 13 13 60 5 9 7 2 102 7 123 11 3114 46 12 5 33 28 18 17 22 56 50 7 109 5 28 11 37 99
internal_value=6.0097e-07 0.000625428 0.0093967 0.0167077 -0.000283296 -0.0200789 -0.0425542 0.0226767 0.0296403 0.0544366 -0.0377501 -0.00039803 3.58325e-05 0.000103533 -0.000445618 0.00737057 -0.00606988 0.000256883 -0.000347654 0.000140004 0.00464373 -0.000279673 -0.000886571 -0.00865396 0.000255961 0.00304522 -0.0021696 0.014381 0.0205419 -0.00192488
internal_weight=62.3549 24.2869 2.27996 1.50288 22.0069 0.421798 0.290486 0.15692 0.131313 0.110374 0.0860049 38.068 35.363 21.5851 20.0686 1.51653 2.70505 19.3681 17.6592 16.9841 3.15272 2.44799 13.8314 1.77362 12.0578 5.60842 6.44937 1.70947 1.02561 3.89895
internal_count=4633 1459 86 73 1373 255 137 130 118 109 128 3174 3125 1118 1067 51 49 1055 1027 1009 95 73 914 57 857 261 596 53 42 208
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 2 0 0 1 2 1 1 1 1 0 0 1 2 2 1 0 0 1 2 1 0 2 1 1 1
split_gain=0.00126363 0.0157951 0.0245272 0.032234 0.0147525 0.0412779 0.129461 0.0615794 0.0374664 0.0260056 0.0239335 0.00756234 0.0178065 0.00701009 0.022025 0.00840177 0.00668336 0.00639052 0.0529388 0.0557793 0.100717 0.0490225 0.0276705 0.025224 0.0300153 0.0237464 0.00998964 0.00873559 0.0103674 0.0430027
threshold=0.48271009850000007 0.48185683060000012 0.34503457980000002 0.34575312120000007 0.3459626957000001 42.876019054300009 0.48104847160000008 0.48077901860000011 0.34614233110000009 43.521589032450009 0.34608245260000009 0.34524415440000006 0.34536391125000004 0.34569324270000007 0.48149755995000004 0.48119816770000007 0.3447052483500001 42.670715716450012 43.157831852650006 0.34608245260000009 0.50386215985000016 0.48847339900000003 0.36510882910000009 43.084051236300006 0.38334181610000007 0.54284302865000023 43.276780833950006 0.3475943834000001 0.35585760905000008 0.36166581840000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 13 6 7 10 -7 -10 -6 16 -13 14 -1 -15 -2 -14 19 -19 -21 -20 -22 24 -24 -26 -23 -28 -29 -30
right_child=11 2 3 -5 5 8 -8 -9 9 -11 -12 12 17 15 -16 -17 -18 18 21 20 22 26 23 -25 25 -27 27 28 29 -31
leaf_value=0.00023397792030101862 0.00024989638853743697 0.023083473862448588 -0.0123016603550282 0.017116281455007133 -0.10318770196328915 -0.10096615460554055 -0.1171752569919671 0.094462644170808976 0.09140738296292239 -0.010743934077110743 0.0072359939068889073 0.031764184752379458 0.0003830079979534068 -0.00027417534199177451 -0.017758914862415986 0.014685165039721507 -0.0097719997488651868 0.039222515268994097 -0.076288227539814582 -0.1038399739986447 0.080685153970012358 0.013036105212842965 0.065826975919089523 -0.10143677980412694 -0.1006813867513779 0.024039364257165859 -0.011883125713496515 0.013562658089295871 -0.10373275004893623 0.00046681829641429288
leaf_weight=19.357702361241042 1.1706836151570308 0.76528803445398752 0.81833297386765458 0.68362401488838032 0.032037003351432544 0.018964338740872236 0.12282726574608205 0.065134498989209533 0.06421644605486225 0.040727805581525445 0.050676367610355946 0.1759635298512866 30.789122691626506 0.80904408055945853 0.70510115870274503 0.70053351297974586 1.5417538071051238 0.079348390980159 0.082563813009670972 0.18839384119746683 0.035559326788643375 0.63655078122619135 0.045206530252471566 0.028820459044531788 0.032228275158779907 0.02900462052575703 0.57181125553324852 0.5801609065383676 0.040387475079797119 2.0476971162836199
leaf_count=1055 21 10 12 64 5 9 7 2 27 82 123 11 1988 46 12 5 28 14 19 19 5 25 6 22 30 37 6 13 7 923
internal_value=1.33055e-06 0.000565799 0.00851242 0.00108808 -0.000254385 -0.0194158 -0.0412992 0.0217362 0.0283881 0.0517635 -0.0355339 -0.000357943 3.237e-05 9.60985e-05 -0.000398377 0.00666785 -0.00544657 -0.000126315 -0.00369216 -0.0366577 -0.0534192 -4.05353e-05 0.00218904 -0.0184473 0.00402364 -0.041604 0.00158338 -0.00066665 0.00173707 -0.0015486
internal_weight=62.3095 24.2342 2.26725 1.50196 21.967 0.394584 0.270675 0.147848 0.123909 0.104944 0.0827134 38.0753 35.3628 21.5724 20.0628 1.50958 2.71244 35.1869 4.39773 0.438561 0.359213 3.95917 0.170819 0.13526 0.106439 0.0612329 3.87661 3.24006 2.66825 2.08808
internal_count=4633 1459 86 76 1373 255 137 130 118 109 128 3174 3125 1118 1067 51 49 3114 1126 133 119 993 100 95 73 67 974 949 943 930
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 0 2 0 1 1 1 1 1 0 2 1 2 0 2 2 1 1 1 1 0 1 0 0 1 0
split_gain=0.00119558 0.00645484 0.0181545 0.0250232 0.0070055 0.00511036 0.00882925 0.00322336 0.0174958 0.00618626 0.00499966 0.0137777 0.0055975 0.00897748 0.00454666 0.0649967 0.01158 0.0173309 0.0100978 0.0117114 0.0611156 0.0583582 0.04061 0.0332679 0.028452 0.135558 0.0217404 0.0206655 0.0261783 0.0088927
threshold=0.47938684470000009 0.47976108500000009 0.34458549145000011 42.759119507950011 40.94178426300001 0.47847369840000004 40.250747516500006 0.48077901860000011 0.34521421515000011 0.3447052483500001 0.34506451900000007 0.34524415440000006 0.34542378970000004 0.48119816770000007 43.477771593600004 0.3475943834000001 43.182896969600009 0.56579144335000009 43.084051236300006 42.654057868200006 0.3475943834000001 0.36880632320000012 0.38334181610000007 0.34575312120000007 0.49588335680000006 0.3465914194000001 0.54284302865000023 0.48265022005000008 0.34560342505000002 0.48389269780000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 -7 8 -3 -9 -11 -12 -13 -14 16 -16 18 -18 19 27 23 -22 -23 -21 25 29 -24 -15 -29 -25
right_child=1 7 3 -5 -6 6 -8 9 -10 10 11 12 13 14 15 -17 17 -19 -20 20 21 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00015605636813105115 -0.0034775502627299817 -0.015449450671624933 0.019506113370606221 0.0032112322442829078 0.048878569223348101 0.0015863700359770574 -0.013954947262174285 0.0070293365643831068 0.0047834248470070553 -0.0045697675799061038 0.010205065017290269 -0.0063453286100987258 0.010603754555581711 -0.010958811095877277 -0.073103266503125527 -0.00020984624886976247 0.01977289740644057 -0.0039994231394709437 -0.012884268180614137 0.0071976637287385157 -0.10206464632532648 0.095317334153512345 -0.10061498062073695 0.10109003380216253 0.085494585863712114 -0.10564265305763867 0.021745136853608019 0.020390652118490272 -0.00011773253418674009 0.043882018736954076
leaf_weight=12.097759201061143 0.97740349173545726 0.77118784864432999 0.13252524385461584 0.56273392122238874 0.20966721751028672 0.71023874677484744 0.75322858534173065 1.2746893045550667 0.95866289560865425 2.3060420788824549 1.3358312771888439 1.3934562159702171 0.79779908084310491 1.7200730159984008 0.13004597928374906 2.0602855135791462 0.71666830662070313 0.53606499608213198 0.61517912046056622 0.56746278569334874 0.086065457830045489 0.036007800634251907 0.029238559186932189 0.08140870719216764 0.12228323984891176 0.056214574724435806 0.028846849514357231 0.63538851402700203 30.476519511101756 0.040784640237689018
leaf_count=1111 4 16 9 6 39 19 55 26 40 27 27 25 24 28 8 925 29 26 38 13 15 8 32 59 2 2 45 24 1948 3
internal_value=-8.90176e-07 0.000230527 0.00597206 0.0161785 0.0375031 -0.00083123 -0.00641255 -5.18983e-07 -0.00423663 0.000162154 -3.78272e-05 0.000214209 -0.000118364 0.000105637 -0.000115125 -0.00453773 0.000155853 0.00960033 -0.000187131 4.3416e-05 0.0104482 -0.0425549 0.0118777 0.0214474 0.0483394 0.0228727 -0.0398475 -0.000288805 0.000301104 0.0819956
internal_weight=62.2198 48.6585 1.88233 0.904926 0.342192 13.5612 1.46347 46.7762 1.72985 45.0464 43.7717 41.4656 40.1298 38.7363 37.9385 2.19033 35.7482 1.25273 34.4955 33.8803 1.04831 0.180159 0.0940932 0.868154 0.300691 0.178408 0.0580854 32.832 31.1119 0.122193
internal_count=4633 3448 58 54 48 1185 74 3390 56 3334 3308 3281 3254 3229 3205 933 2272 55 2217 2179 179 100 85 79 66 64 77 2000 1972 62
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 1 2 0 2 2 2 2 0 2 0 1 0 2 0 2 0 2 0 2 1 0 2 0 1 0
split_gain=0.0011592 0.00689372 0.0152038 0.0829666 0.0404933 0.0256412 0.0234845 0.0223092 0.0591325 0.0662221 0.0136893 0.0448678 0.0101706 0.0155474 0.0526539 0.0184055 0.00873224 0.0167643 0.143214 0.00929231 0.00746236 0.0219 0.0169334 0.0117603 0.0113805 0.0077764 0.0099062 0.00692665 0.00925102 0.00534666
threshold=40.621691032550004 0.52401125715000008 0.50291907430000016 39.525197829750006 40.099856909850011 0.36476452800000009 36.772607578000013 0.48588365620000007 36.952388736350009 39.852039223600009 37.140760352250005 38.751720283100006 0.5380527529500001 38.238138001450004 0.52863686715000002 0.40115565405000009 0.53998383280000006 38.751720283100006 0.54353163080000011 38.396531328800009 0.48271009850000007 40.165165956550005 0.47868327295000007 39.427119987250002 0.34524415440000006 0.47787491390000009 38.238138001450004 0.52290350590000012 0.36698003050000011 0.54284302865000023
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 7 -7 20 -9 -10 27 -12 13 14 -3 -15 -14 19 -19 29 21 23 -23 25 -25 26 -1 28 -4 -18
right_child=-2 12 3 4 -6 6 -8 8 9 -11 11 -13 16 15 -16 -17 17 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00093386229186062815 -0.00035410199262101105 -0.10160994673877022 0.015961633284435586 0.071532523541362192 0.015297585426571348 0.0051237619125561826 -0.034782706210153329 -0.0037512374892217457 0.013338576394785832 0.10178454147875554 -0.032988937561304887 0.0086995352151628264 0.004472510194911343 0.0051439339766511036 0.0016680596920480779 -0.018993315764500585 0.0071560937595768238 -0.096017692662799192 -0.0021479567455034636 0.028046198676863338 -0.0044855240716284743 0.0024427978381331063 0.017042623111724248 0.00038678720044557966 -0.014339244360189216 0.011031975344873345 -0.023759583417614555 0.015216338577867198 -0.013684264409559683 -0.0017683541233646984
leaf_weight=1.6365732305448744 37.181327415932913 0.07501678793324984 0.18003280693665125 0.26991149258537905 0.24362371709867148 0.24032116392845582 0.38166749094534813 0.55927281840467991 0.21293399526985013 0.1405182691232767 0.42797382384253502 0.65067986953363288 2.7715689721117078 0.76146004250836063 0.14436040191569077 0.53991983756714035 1.0968072064224546 0.17285777488723431 2.7203830913630163 0.14045654058960355 2.5825028493032489 2.1873857860525736 1.247479695943184 0.90120781524092342 1.2564735519517283 0.6780521869259245 0.18036325615710769 0.60046468488872051 0.25343365461094436 1.7304056353987443
leaf_count=228 2906 38 7 40 20 31 33 18 29 21 41 31 27 58 34 17 13 16 258 31 24 39 31 33 27 26 25 5 42 484
internal_value=-1.25354e-07 0.000526662 0.00190106 0.00880346 0.0448544 0.000415862 -0.0193638 0.00147802 0.0164835 0.0485011 4.0069e-05 -0.00784106 -0.00148093 -0.00902157 -0.0336482 -0.00487019 -0.000152522 -0.00233966 -0.00775624 0.00294108 0.000194443 0.00168885 0.00774518 -0.00278229 -0.00818856 0.00189309 -0.0015174 0.0082621 -0.00137135 0.00169385
internal_weight=62.1654 24.9841 14.8309 2.62612 0.513535 12.2048 0.621989 11.5828 0.912725 0.353452 2.11258 1.07865 10.1532 1.52076 0.219377 1.30138 8.63248 5.86091 2.89324 2.96767 10.67 8.08754 3.43487 4.65267 2.15768 2.49499 1.81694 1.03393 0.433466 2.82721
internal_count=4633 1727 751 186 60 565 64 501 68 50 126 72 976 147 72 75 829 802 274 528 433 409 70 339 60 279 253 54 49 497
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=0 2 2 2 2 2 0 1 1 2 1 2 1 2 1 2 0 0 1 2 0 1 1 1 2 0 1 0 0 1
split_gain=0.00106374 0.0206726 0.00168651 0.0114429 0.00980177 0.00233874 0.0518757 0.0165765 0.0367572 0.0130019 0.00917599 0.00651709 0.00489312 0.00458308 0.0369697 0.020255 0.00634021 0.0101186 0.0102681 0.00540415 0.0112043 0.015706 0.0119058 0.0179439 0.0110323 0.00680965 0.00488214 0.00450821 0.00530061 0.00448797
threshold=0.39672464895000009 48.823707093150006 43.735142172100005 43.847394126900006 43.663128814500006 48.96897326980001 0.43537618635000008 0.31100865245000009 0.36042334060000009 49.064150740050003 0.34479506600000004 49.960114208400007 0.50491003265000012 43.895345911700005 0.34488488370000009 43.930205408700004 0.47721625100000004 0.47550971530000002 0.34545372890000009 44.279556297950009 0.48032993025000009 0.3465914194000001 0.3584174126500001 0.40651477500000005 44.908704241950012 0.47943175355000006 0.42209814075000007 0.66718062335000017 0.58035687555000015 0.4995808509000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 -5 -7 -9 -10 -8 -11 27 -12 -15 -16 17 18 -17 20 -18 -22 -23 -24 25 -21 -25 28 -13 -30
right_child=2 -3 3 5 -6 7 10 8 9 11 13 12 -14 14 15 16 19 -19 -20 24 21 22 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.0053369373785630662 4.5459207036073696e-05 -0.032295527146821233 0.030412347071408968 0.079197603586781115 -0.012865815943887502 0.0013700157995305379 -0.035613938587677106 -0.10164686277268048 0.06064447361067607 -0.082248674547880443 -0.0035639051264887908 0.02116238745908321 -0.10011623228157218 0.1006861339259591 0.063285924745750108 0.10024804321568753 0.0767314674215996 -0.10063811950665402 -0.052648219861069684 -0.0070573499725148483 -0.10084972757161909 0.10038904437168611 -0.10079896350141025 0.10005284735857943 0.0011792485824300763 -0.074728851527624526 -0.0025334988525013312 0.10015694028409888 -0.10031987744862339 0.027489226988428452
leaf_weight=0.61399416107034355 56.827773876108623 0.1914989165679799 0.13738603565350915 0.086066309400394281 0.594132360064349 1.3479644339531658 0.069900756038123624 0.051825781489355932 0.028018012691518379 0.013736273362840556 1.0208077949273506 0.025883827137569732 0.0047741535747860544 0.039549322798848041 0.051464170511280716 0.0072557288222014895 0.027688666479662061 0.01623759783768719 0.011130182638311226 0.027713108953321297 0.012309702229686081 0.014748153975233436 0.012607038472197019 0.010230858370618989 0.7903275544523396 0.032087093361252428 0.0084877446684892277 0.0045990422368049613 0.0083483307051466227 0.004095137963304297
leaf_count=200 3293 30 22 39 14 6 25 16 8 57 32 123 58 2 9 1 5 16 64 8 3 5 7 7 328 49 138 1 61 6
internal_value=5.18353e-07 -0.00360985 4.79692e-05 0.00206987 -8.8131e-05 0.00102534 0.00306827 -0.00204557 -0.0346339 0.00419022 2.43577e-05 -0.0215555 -0.00407778 0.0012205 0.00582004 0.00214995 -0.00109092 -0.0431133 0.00769004 0.000463193 0.0243408 -0.000505804 0.0263034 -0.00857616 -0.00195432 -0.043368 0.0535362 0.00660336 -0.0046225 -0.058258
internal_weight=62.0926 0.805493 61.2871 3.86524 57.4219 3.72786 2.23861 1.48924 0.141281 0.0894548 2.15255 0.0614368 0.0477005 2.08264 1.06184 1.02229 0.970823 0.0346235 0.0183859 0.9362 0.0860722 0.0583835 0.0460738 0.0313256 0.850128 0.0598002 0.0187186 0.0429263 0.0383273 0.0124435
internal_count=4633 230 4403 1096 3307 1074 738 336 330 314 699 306 249 674 642 640 631 81 65 550 165 160 157 152 385 57 145 191 190 67
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 0 1 2 2 0 2 1 1 1 2 0 0 0 2 2 1 0 0 2 2 2 0 2 2 1
split_gain=0.00105781 0.00581643 0.00426389 0.00945187 0.00318338 0.0399068 0.0117048 0.00821647 0.0308063 0.00592011 0.00820946 0.0181073 0.0372484 0.0198657 0.0130871 0.00899154 0.065251 0.00571379 0.00540233 0.0216639 0.00372864 0.0108493 0.00294388 0.0160861 0.00750968 0.036381 0.0056607 0.0214165 0.0120011 0.0386611
threshold=0.47938684470000009 0.47961138885000004 0.47847369840000004 40.250747516500006 0.34458549145000011 0.47736594710000008 0.34491482290000003 42.720329370750001 44.279556297950009 0.47787491390000009 41.444941515100005 0.34521421515000011 0.34527409360000011 0.34545372890000009 41.32819714970001 0.47757552170000012 0.47721625100000004 0.47550971530000002 41.444941515100005 42.055256506450007 0.34422622080000004 0.47076434840000009 0.48077901860000011 40.165165956550005 41.037275035300006 42.720329370750001 0.48271009850000007 40.574766824850009 41.037275035300006 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 20 18 9 17 10 14 -12 -13 -14 15 16 -8 -9 -6 -20 21 -1 23 -3 -25 -26 27 -24 -29 -30
right_child=1 22 3 -5 6 -7 7 8 -10 -11 11 12 13 -15 -16 -17 -18 -19 19 -21 -22 -23 26 24 25 -27 -28 28 29 -31
leaf_value=0.00015648623308097082 0.005920791341023965 -0.016161962135410688 0.0023625849655305748 -0.013705109597871412 -0.0066932124612562862 0.044166583499875012 0.0023401955820548065 -0.023611730521555008 -0.0030206159041966077 -0.0022984496228446579 0.0041851951292130379 0.088794808913579937 0.03895038324718042 -0.04487923470848551 -0.010533534140225431 -6.6913945829036797e-05 0.090366943580171305 -0.090207741145259757 -0.05077403488771301 0.0030989396584982778 0.006684903057448021 -0.020289024649165384 0.018886135386719072 0.010109406847907228 -0.031952772643873792 0.020854681636195839 -0.00031197750975556324 -0.0083811311107762129 0.019897428077642436 -0.0015030128666151587
leaf_weight=3.4354680501504165 1.7253179943654675 0.67919817653853343 0.71412092813989037 0.75125729886968884 0.63793462829309433 0.21309920994099218 0.61129939628206464 0.017115572225320785 0.55955057666399455 2.6425322108188993 0.60050756680539041 0.08564529618161032 0.06343333675613394 0.050994337645306587 0.68496980890631665 1.0655310926958916 0.097662303189281374 0.052101191027318805 0.14471097313798964 0.15416446145991358 0.67621056028089599 0.2807497802174338 0.73873176186492528 0.67148348188493379 0.26425447342808184 0.2576760578667745 37.92069424388233 1.1430717197043661 1.0660499398084082 4.0558718083459553
leaf_count=499 41 17 19 55 37 10 146 38 88 31 16 16 11 38 7 8 5 76 5 35 16 29 17 14 28 14 3174 9 20 114
internal_value=6.48911e-07 0.000218729 -0.000780923 -0.00587486 -0.000162674 0.00190504 -0.00143781 6.15254e-05 -0.0108057 0.00121914 0.00407044 0.012866 0.0389209 0.00159197 0.0012074 0.0057395 0.0144662 -0.0737402 -0.011891 -0.0229855 -0.00014528 -0.00138811 8.50456e-06 -0.00387629 0.00311576 -0.00588184 0.000170437 0.0027824 0.000883543 0.00295116
internal_weight=62.0614 48.5223 13.5391 1.46538 12.0737 4.60553 7.46815 6.53134 0.628767 5.90258 3.26004 0.800581 0.200073 0.114428 2.45946 1.77449 0.708962 0.0692168 0.93681 0.298875 4.39243 3.71622 46.797 1.87261 1.19341 0.521931 44.9244 7.00373 6.26499 5.12192
internal_count=4633 3448 1185 74 1111 554 557 480 202 278 247 81 65 49 166 159 151 114 77 40 544 528 3407 73 56 42 3334 160 143 134
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 1 2 1 0 2 0 0 0 0 0 0 1 2 0 2 1 2 2 1 2 1 0 1 1
split_gain=0.00103271 0.0379519 0.0110574 0.0045528 0.0161144 0.00938935 0.0048966 0.0470236 0.0155509 0.0138882 0.0149901 0.0262207 0.0269492 0.011051 0.0188974 0.0058604 0.0424674 0.0328667 0.0270305 0.00843118 0.0249024 0.0529382 0.0172179 0.0119745 0.00905853 0.00550637 0.0220376 0.0367944 0.00712107 0.00358275
threshold=39.476991512000005 39.525197829750006 39.262923716450011 39.032633164100012 38.911218973650008 0.52324780695000006 0.42039160505000012 38.621016321050007 0.40115565405000009 0.54088200950000009 37.995872310650007 0.54695967185000016 0.5485614203000001 0.55877069550000014 0.55980359870000018 0.47604862130000009 0.49820364660000011 0.3465914194000001 38.238138001450004 0.52769378160000013 37.140760352250005 0.37644082515000005 38.110427674550003 36.377496227400009 0.38334181610000007 37.995872310650007 0.34422622080000004 0.47076434840000009 0.34007963835000005 0.3453339720000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 8 9 15 -8 -11 -12 -13 -14 -15 25 17 -17 -19 20 24 -22 -23 -21 -18 26 27 28 -1 -4
right_child=1 -3 29 5 -6 -7 7 -9 -10 10 11 12 13 14 -16 16 19 18 -20 23 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00077905727662923633 -0.037507267594555714 1.0558073251980858e-05 0.0054608721018117893 -0.020857118776845558 0.023568376845038992 0.00034032772690557894 0.046087355072030753 0.080460160128760033 -0.01156346637359329 0.0016548589668996924 -0.10342572299693442 0.10034206057127787 -0.10143413746104253 0.080947171834593365 -0.10050062754939626 0.067530177898331586 -0.0045536064825781415 0.039749364832024653 -0.022268681048488084 -0.0022317509476858471 0.022513107469627359 -0.067163286892146401 -0.021111297139014794 0.014186476259708461 0.0092339241402822712 -0.0090280041876712788 -0.004491270663750351 0.10086318099947163 -0.10186792655266588 0.017612467906960885
leaf_weight=0.019232343306678557 0.27106888256685024 50.582436073339181 0.52905696292259641 0.31361381636088559 0.29499871912149522 0.62620847882587327 0.064152350649691825 0.078521063586613482 1.2111461421929623 1.1182575500203669 0.03852632455527788 0.019112419337034225 0.018241534164189943 0.013261739048175514 0.010119736113149591 0.1639363303547724 1.2542618335983213 0.1529887590741037 0.1299915468407562 1.0507922788492576 0.16168713869274132 0.18820464490971744 0.14277639970765676 0.76956726995962288 0.76849279269435999 0.99376683673182242 0.53055399875335885 0.053178605397988576 0.010928069508768012 0.44816989734738399
leaf_count=124 31 3352 6 25 34 43 10 16 75 404 2 2 14 2 50 13 56 39 10 20 14 23 25 33 48 29 75 8 5 45
internal_value=1.83912e-06 -0.000189426 0.000872319 -0.000101546 0.000571754 -0.00673315 -0.000185243 0.00534064 -0.00117403 0.000738476 -0.001651 -0.038894 0.00204042 -0.0430976 0.00241475 0.00079505 0.0025508 0.0319011 0.0112604 -0.000474523 -0.00422584 -0.0243867 -0.0472977 0.00470915 0.000684606 -0.0044282 0.00301795 0.0508233 -0.0374067 0.0110338
internal_weight=62.0273 50.8535 11.1737 10.1965 9.2567 0.939822 8.9617 1.36019 7.6015 1.28167 1.21752 0.0992618 0.0607354 0.041623 0.0233815 6.39036 4.7827 0.446917 0.28298 4.33578 2.51542 0.492668 0.330981 1.82036 2.02275 1.60766 0.613893 0.083339 0.0301604 0.977227
internal_count=4633 3383 1250 1199 1131 68 1097 500 597 484 474 70 68 66 52 522 281 62 49 219 166 62 48 53 104 241 212 137 129 51
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 1 0 1 0 1 0 2 1 1 2 0 2 2 0 2 0 2 0 2 0 0 1 2 2
split_gain=0.000993227 0.0455732 0.0178101 0.0540206 0.00601439 0.0161328 0.0158143 0.0159341 0.0245576 0.0540647 0.00658634 0.00670182 0.0819675 0.00544052 0.0540227 0.0721299 0.0353894 0.0233413 0.114177 0.0141294 0.0101479 0.00721912 0.0227336 0.0125847 0.0262871 0.0570846 0.00636485 0.0341123 0.034399 0.0110795
threshold=0.48458129995000004 0.48368312325000012 0.48847339900000003 41.444941515100005 0.3475943834000001 42.206017975500011 0.34900152690000003 0.49688632075000011 0.35585760905000008 0.50101793360000013 0.36265381275000008 0.50035927070000008 36.772607578000013 0.37227927305000003 0.37644082515000005 38.238138001450004 0.50291907430000016 41.257948413050009 41.600558339100012 0.51484985480000012 40.574766824850009 0.52157121045000021 40.250747516500006 0.52324780695000006 39.117456157700005 0.52252926560000013 0.53634621715000008 0.40115565405000009 43.968221017800005 37.817254840650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6 -8 9 -9 -10 12 -12 16 15 -15 -13 -18 -19 20 -16 22 -21 24 -23 -26 27 29 -29 -25
right_child=2 -3 4 -5 6 -7 7 8 10 -11 11 13 -14 14 19 -17 17 18 -20 21 -22 23 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.00023123508468888198 0.029415537539597154 -0.023832440646713138 -0.013463279970844089 -0.0052903245199243118 0.014608497646252855 0.0005987623589105563 -0.014682881462930506 0.080101196453966073 -0.01947846646755395 -0.010893807748117641 0.040043889607706634 -0.0079624557302030823 -0.054180070887089163 0.026539179206361837 0.00049419848912749908 -0.096004406395579903 0.036109139852454293 -0.082448217961566928 0.07572645295954987 0.0048321060323132008 0.034074795148202386 -0.0092501648265436217 -0.035423859150245408 -0.012018318916791899 -0.0051382066929523485 0.062522069851245213 0.00054160544197273295 -0.10131359249745363 0.0051493160705439545 0.0038759437997621378
leaf_weight=29.955038756247518 0.80169816813838579 0.80825442564673622 1.2055932044168032 1.0179694124449694 0.75504259718582289 2.5237281637382694 0.7256127815738499 0.12037502782914344 0.17195103896142683 0.14269836316816509 0.16371921129757616 0.77296018290462842 0.21171681263099451 0.075996335363018086 0.15587811568321086 0.130535490347512 0.45164812565781176 0.094724686350673437 0.088061656251625209 0.36223559257359994 0.21290221761940487 0.33370868430393164 0.22894901915459442 0.6988910771624891 0.26259454670121551 0.2374523402939559 17.970415373782952 0.071539122493265106 0.052711204118233268 1.1774413359562457
leaf_count=1496 38 41 26 47 14 30 57 17 19 25 22 26 27 7 26 54 26 3 41 39 43 22 27 52 22 20 1924 30 103 309
internal_value=2.25957e-06 -0.000400998 0.000399634 0.0100002 -0.000194595 -0.00394713 0.000350576 -8.15114e-05 0.000356493 0.030743 2.23855e-05 0.000163548 -0.0130911 0.000376404 -9.6882e-06 -0.0509127 0.0064038 0.0239069 -0.00624382 0.000473346 0.0198808 0.00013884 -0.0107579 0.000448479 0.0124855 0.026991 -5.40475e-05 -0.00540455 -0.0561484 -0.00204431
internal_weight=61.982 30.7633 31.2187 1.81967 29.3991 3.72932 25.6698 24.9147 24.1891 0.263073 23.926 23.7541 0.375436 23.3786 21.9713 0.206532 1.40739 0.634434 0.182786 21.7647 0.36878 21.3959 0.591185 20.8048 0.833756 0.500047 19.971 2.00058 0.12425 1.87633
internal_count=4633 1537 3096 85 3011 56 2955 2941 2884 42 2842 2823 49 2774 2678 61 96 70 44 2617 69 2548 66 2482 64 42 2418 494 133 361
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 2 2 2 0 0 1 2 2 2 2 1 1 0 1 2 2 2 2 2 0 1 1 0
split_gain=0.00102059 0.00758415 0.00594686 0.00545912 0.00386819 0.0437722 0.0100142 0.0287884 0.0190284 0.0215462 0.0156569 0.0338781 0.00774429 0.0166401 0.00556891 0.017973 0.00767683 0.00577965 0.00444368 0.00379322 0.00365256 0.0342953 0.0042899 0.0143845 0.00355247 0.00340545 0.00267657 0.00229238 0.0029555 0.069479
threshold=0.47868327295000007 0.47905751325000007 0.47787491390000009 0.47880302985000006 41.559097512700014 41.362929270750008 43.564719632750005 42.759119507950011 43.022303514600004 43.067541470150012 0.47550971530000002 0.47076434840000009 0.34530403280000005 40.806664626150003 39.262923716450011 40.408647214050006 38.110427674550003 0.34377713240000007 0.34626208795000007 0.43572048740000008 0.34007963835000005 44.578137159850009 49.064150740050003 48.823707093150006 41.257948413050009 40.542362378300005 0.47697673720000006 0.34446573455000007 0.34536391125000004 0.48001556840000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 12 7 10 -9 -10 11 19 13 14 16 -16 17 -1 -11 -6 22 -22 23 -8 -4 -17 -14 -3 -29 -30
right_child=1 27 24 -5 6 -7 20 8 9 18 -12 -13 26 -15 15 25 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0045061034493166846 0.00043663847932868887 -0.006611839494609497 -0.0085667487092438502 0.013564346560343908 -0.10028936777255629 0.036516169309653471 0.0011508880893697641 -0.10374242325428025 0.026782259997219494 -0.10173187308123557 -0.0092501288039552078 0.064454190612654547 0.0016545223375992247 -0.016483126773222122 0.031291163442468642 -0.005826414863810238 -0.019865498657188903 -0.0080680471473865804 -0.0095394674196838079 -0.027410468682403672 0.052711906011932409 -0.0037748505556016798 0.0024295462848328807 -0.028481086684491331 -0.0015797190531654946 0.005731510654908554 0.011410639323797227 0.0018326193159236095 -0.055865783828094054 3.5335072742331601e-05
leaf_weight=0.9552224369259471 0.56597919865543989 0.51851102321006592 1.3274528175661537 0.71942075181851806 0.013672635215402407 0.34745303186880949 0.63402937734337306 0.049702683557343585 0.039139694092177983 0.026089206824457999 0.77715872486533044 0.080445110337223014 0.51312664199895752 0.68728344091536886 0.22747333643587797 0.48808454151730962 0.23055664915767682 0.59215566659165886 0.0065385011119738342 0.014951471622225654 0.13423668469560812 0.53930530793527964 1.4464967741191117 0.2208996262634173 1.6105869097336833 0.53365182137554257 0.62216909509152174 7.9626900401599405 0.22358606752823007 39.810278443632043
leaf_count=143 27 10 32 18 56 17 117 40 7 77 70 14 62 46 30 6 24 44 21 30 33 81 35 19 42 74 8 140 53 3257
internal_value=2.2553e-06 0.000202523 -0.00082078 0.00778404 0.000432482 0.00222945 -0.00191246 -0.0105283 -0.0561826 -0.0232449 -0.00427073 0.0312093 -0.000226989 -0.00243622 0.000752994 0.00586991 -0.00284225 -0.000305813 -0.0832568 -0.0622219 0.00100594 0.00748294 -0.000889637 -0.00650553 -0.00473657 0.000210277 0.00700111 1.65219e-06 7.30983e-05 -0.000276868
internal_weight=61.9183 49.8005 12.1179 1.2854 9.17984 5.19718 3.98267 1.0077 0.12147 0.0717674 0.886228 0.109069 4.84972 3.71443 3.02714 1.24921 1.77793 1.54738 0.0326277 0.0286241 2.97497 0.673542 2.30143 0.854929 2.93804 1.02174 1.1353 48.5151 47.9966 40.0339
internal_count=4633 3505 1128 45 1054 454 600 315 145 105 170 100 437 367 321 110 211 187 98 86 285 114 171 136 74 80 70 3460 3450 3310
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 0 0 0 2 2 2 2 2 1 0 1 2 2 2 0 1 2 2 2 1 1 0 2 0
split_gain=0.00116408 0.00289548 0.0103108 0.017207 0.0120913 0.0143932 0.0142811 0.00566644 0.00281233 0.0307869 0.0162011 0.0161977 0.0138999 0.0165774 0.0137152 0.0301367 0.0138234 0.00656376 0.0129854 0.00650284 0.00427758 0.00435461 0.00208491 0.0205564 0.0309704 0.017861 0.0186213 0.00822027 0.0161962 0.00631125
threshold=49.292797572200008 47.927946529500012 0.39672464895000009 0.3972336157500001 48.96897326980001 0.37977904855000005 0.54284302865000023 0.62572976855000018 0.46735127690000006 39.476991512000005 43.61821939175001 37.345948426100009 43.564719632750005 42.154118731400011 0.32012514595000008 0.41229304515000009 0.32467590790000006 44.749265482150008 45.044778924400006 42.123054668150012 0.4560492201000001 0.32012514595000008 39.476991512000005 39.788107623550012 39.525197829750006 0.34524415440000006 0.39048232090000007 0.48911709230000006 38.171717059500004 0.47697673720000006
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 -8 9 11 12 20 13 14 15 -11 -16 -12 -19 -18 21 -1 27 24 -24 -26 -27 28 -10 -25
right_child=-2 2 3 4 -6 6 7 -9 22 10 17 -13 -14 -15 16 -17 19 18 -20 -21 -22 -23 23 29 25 26 -28 -29 -30 -31
leaf_value=0.032214584297285395 -0.0028539463497224901 -0.0011953888138989967 0.063011712960727828 0.0500247356487315 -0.029931033262070934 -0.052430047160762522 0.054281175427049112 -0.0033166561633965587 -0.00010364587505616876 0.063172370257808405 -0.10030291986845932 -0.10236374124653694 0.10076204264040967 -0.10025870858127471 0.093156211030754832 -0.10092386415231608 -0.10008793318601449 0.068836943657935079 -0.10026995086414535 0.10002481878095631 0.099703681441915021 -0.086875165831980655 -0.043634028711855365 -0.0081311275403422624 0.015887666489371902 -0.034104713376637584 -0.003090848114056037 -0.00024323320034355829 0.016230406853655122 0.00026514414926145165
leaf_weight=0.0074968411666250069 1.3951953292748545 0.77372766879307053 0.072309373877942562 0.08861404488561675 0.063861409091771293 0.039302920265072316 0.0315856743909535 0.037193056806700042 1.5672142795588997 0.024624539658073971 0.01455924339415654 0.045032467248654395 0.022065707577496152 0.011429321430218256 0.03666700201574713 0.020516329161182512 0.0062969325860340319 0.0097076222127547851 0.008531399410557583 0.0021881714346818626 0.004215033565323433 0.0052002935379796443 0.25390072811955811 0.91313100429677874 0.30123477982124314 0.27279259696661029 0.66685042275585871 8.4914676732831555 0.99085011194472361 45.709260594581984
leaf_count=49 314 39 5 14 25 19 21 24 34 47 53 46 2 98 10 7 99 9 100 3 14 112 29 173 17 35 33 953 42 2207
internal_value=1.81931e-06 6.76852e-05 0.00513593 0.0198527 0.00787525 0.0201499 -0.00434397 0.0231343 -2.67572e-05 -0.0113501 0.0122575 -0.0710264 0.0288145 0.0132075 0.0275701 -0.0114087 0.0665392 -0.0502324 -0.0102637 -0.0484821 0.0124162 -0.0165603 1.50655e-05 -0.000269398 -0.0118127 -0.00530167 -0.0120946 0.00125381 0.00622325 0.000100698
internal_weight=61.887 60.4918 1.10659 0.332866 0.260557 0.196696 0.108082 0.0687787 59.3852 0.218531 0.156586 0.0619446 0.123788 0.101722 0.090293 0.0451409 0.0451521 0.0327983 0.018239 0.0084851 0.0169122 0.0126971 59.1667 48.1172 1.49478 1.24088 0.939643 11.0495 2.55806 46.6224
internal_count=4633 4319 147 108 103 78 64 45 4172 649 428 221 266 264 166 54 112 162 109 102 175 161 3523 2494 114 85 68 1029 76 2380
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 0 0 2 2 0 1 2 0 1 0 0 1 1 0 2 2 1 0 2 2 1 2 1 2
split_gain=0.00117386 0.00770612 0.0208749 0.0123829 0.0092027 0.0568153 0.00715395 0.0192769 0.031071 0.0102283 0.00776818 0.00463288 0.0218294 0.0327905 0.0115188 0.0112066 0.0033334 0.0385448 0.00911361 0.0120906 0.00734053 0.0333752 0.0193431 0.0441313 0.0193394 0.0233151 0.0366 0.140771 0.0310996 0.032087
threshold=0.34506451900000007 0.48265022005000008 0.48119816770000007 0.47976108500000009 0.47943175355000006 0.47811442770000007 0.47736594710000008 0.47568935060000012 44.026978245600006 39.065416244600009 0.47449178170000011 0.34524415440000006 41.32819714970001 0.47868327295000007 0.34512439750000007 0.47905751325000007 0.48458129995000004 0.34587287805000005 0.34614233110000009 0.48847339900000003 40.986363433950011 41.184662530950007 0.34569324270000007 0.48119816770000007 41.362929270750008 41.681597818500002 0.3459626957000001 41.965446242000006 0.34608245260000009 42.546237522150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 10 9 -9 -1 12 13 -2 -14 -16 20 -18 -19 -20 -13 -22 23 -23 -24 -26 27 -27 -28 -30
right_child=11 -3 -4 -5 -6 -7 -8 8 -10 -11 -12 16 14 -15 15 -17 17 18 19 -21 21 22 24 -25 25 26 28 -29 29 -31
leaf_value=0.00027989687152153085 -0.0037630917647969719 -0.0057017774113152691 0.01467883374330725 -0.013367464217509978 0.0083785378535379453 -0.049835031629192922 0.0055196139841568632 -0.019531576169368847 0.00033207031083974534 -0.053715106300492345 0.021990884381012151 -0.0042824829154944699 0.0087629759165124364 0.028331343600407261 0.00068149156147904197 -0.01684681671387522 0.022633219297412244 -0.01239029087121455 0.011566403796491938 -0.00012941504046894275 0.020803437896690653 -0.00093916298451576742 0.020143760612277763 -0.024809500593008901 -0.011374168682371344 0.1025513342786864 -0.04349728604389775 0.0036929616491721915 -0.0045862540999979341 0.040179487512743757
leaf_weight=4.1436586515948068 0.57393409201421908 2.6080351319833417 0.92918970123173572 0.74936871882528144 1.1456973063759504 0.23312705898700858 1.9366370690695474 0.16140669211745251 0.52339767209377897 0.19125007554839613 0.1716271515219886 5.2348414365394467 0.6353011816463553 0.71481829643016681 0.79577480235792541 0.67340913121370249 0.77126524609048885 0.58299120096490042 0.91247689235759466 28.187143328035507 0.73814465833856857 4.0721078117756573 0.61198210786096741 0.95642694871639822 1.0801098864758389 0.17495086416602168 0.17269364827222933 0.81528928060475891 1.1637698879387697 0.18566147470863814
leaf_count=561 68 35 16 15 13 37 24 5 8 38 23 135 15 15 37 17 26 4 47 2985 28 134 4 40 10 3 10 101 55 124
internal_value=1.46971e-06 -0.000851613 0.000390307 -0.00104406 4.15141e-05 -0.00125608 0.000332742 -0.00160223 -0.0151266 -0.0380697 0.00114338 0.00022396 0.0037889 0.0140384 -0.00248771 -0.00735271 -4.09708e-05 0.000562786 -1.06862e-05 0.000237331 -0.00125015 0.000341824 -0.00129401 -0.0054793 0.0037116 0.000912368 0.00619457 0.0211588 -0.00354062 0.00157284
internal_weight=61.8465 12.7934 10.1854 9.25617 8.5068 7.3611 7.12798 5.19134 0.876054 0.352657 4.31529 49.0531 3.39324 1.28875 2.10449 1.46918 45.6599 30.4539 29.6826 29.0996 15.206 9.97114 9.23299 5.02853 4.20446 3.59248 2.51237 0.99024 1.52213 1.34943
internal_count=4633 775 740 724 709 696 659 635 51 43 584 3858 152 83 69 54 3706 3062 3036 3032 644 509 481 174 307 303 293 104 189 179
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 2 2 2 2 2 0 1 2 1 2 1 1 1 1 2 1 0 2 1 0 1 0 1 0
split_gain=0.00101634 0.00864575 0.0545234 0.0382137 0.017735 0.00850069 0.0079085 0.0178751 0.0177762 0.00732485 0.0139381 0.0110059 0.0109152 0.00785419 0.00718984 0.00605124 0.0106606 0.00874779 0.00565888 0.0399882 0.0130689 0.0198735 0.011882 0.0262858 0.0376632 0.0492888 0.0125917 0.045216 0.0253783 0.0306424
threshold=0.34575312120000007 0.48104847160000008 40.986363433950011 0.47880302985000006 0.35331277505000008 0.35585760905000008 40.574766824850009 40.408647214050006 40.722669576350008 40.148327922700012 39.427119987250002 0.47787491390000009 0.34554354660000003 38.238138001450004 0.34584293880000011 42.720329370750001 0.35799826355000003 0.36166581840000006 0.34479506600000004 0.3447052483500001 41.243661560350013 0.34458549145000011 0.48588365620000007 43.477771593600004 0.34506451900000007 0.47774018740000007 0.34524415440000006 0.48149755995000004 0.3453339720000001 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 14 -2 -6 7 9 -8 10 11 13 -12 -1 -4 -16 -17 -18 19 20 -10 -22 23 24 25 -20 -26 28 29 -28
right_child=1 -3 3 -5 5 -7 8 -9 18 -11 12 -13 -14 -15 15 16 17 -19 22 -21 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0013027331658084982 -0.10344524269536828 0.00020643183719574389 -0.10017148090525652 0.0583840609332823 0.089610200611238533 -0.048161277660323853 -0.018909745989812536 0.013314662321916164 0.013318860663286067 0.0040059719848901214 -0.012975661154872795 0.014127761724577401 0.00020086123453836601 -0.021042496760986438 0.030605436831691219 -0.10022966281928664 0.093567621936052461 -0.028862100035108387 0.001258285711131965 0.04000171949021681 0.00065103392754531917 -0.019100580149282152 0.0097506825431554617 0.014613430875940241 0.0039910267310932284 -0.033827493393275829 0.0043516266339201628 -0.025125683076777323 0.0022963793783243262 -0.027682528172532889
leaf_weight=1.6252505007645353 0.04360169826856386 34.119475130372997 0.010564809681454776 0.19961081271867442 0.0082020462097318614 0.0098651756785118061 0.5796444991409001 1.1968570072422142 0.59898175660793018 3.1600332256232946 1.4599780734852177 0.67327326152008016 1.1041293086018411 0.17415700313088667 0.022810387836784685 0.015446972452534291 0.0077338429608175821 0.023784230359061756 0.7183478915749173 0.25997544339043077 3.0927815925779738 0.60986325191333923 0.7828788877232008 0.7944648134456721 2.6813205274459602 0.90459567219983228 0.52500055700195936 0.8896440389798953 4.802331881106916 0.69244712068757508
leaf_count=195 15 3145 13 37 12 39 67 40 27 30 45 21 9 22 39 27 67 26 38 20 330 16 32 40 61 24 35 39 112 10
internal_value=3.76833e-06 0.000364924 0.0161944 0.0349449 -0.0689248 0.0143834 -0.000451689 0.0018988 -0.00168298 0.000231921 -0.00213588 0.00322096 -0.00730172 -0.000859967 -0.0232915 -0.0116509 -0.0321744 0.00117946 -0.00110754 0.00191643 -0.000385315 -0.00260226 -0.00218596 -0.00296417 -0.00420951 -0.0182978 -0.00182549 -0.00408269 -0.00097281 -0.0138684
internal_weight=61.7871 34.4611 0.34162 0.279951 0.0616689 0.0180672 27.326 9.39368 17.9323 8.19682 5.03679 2.47268 2.56411 1.79941 0.0803402 0.0697754 0.046965 0.0315181 17.3526 4.5616 4.30163 3.70264 12.791 12.0082 11.2137 1.62294 9.59074 6.90942 6.01978 1.21745
internal_count=4633 3420 275 209 66 51 1213 362 851 322 292 238 54 217 172 159 120 93 784 393 373 346 391 359 319 62 257 196 157 45
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 2 2 0 0 2 2 0 0 0 2 2 0 1 0 1 0 1 0 2 2 0 0 1 0 0
split_gain=0.00157081 0.00626723 0.005787 0.0313018 0.0121938 0.0069866 0.0240164 0.0147029 0.00759801 0.00753542 0.0120984 0.00811598 0.0482501 0.00719015 0.00477733 0.0175835 0.00459182 0.00360639 0.0107825 0.0025758 0.0135787 0.00427256 0.0123161 0.0189383 0.0213763 0.0350144 0.0210397 0.0120303 0.00500046 0.00771011
threshold=0.47868327295000007 0.47905751325000007 0.34458549145000011 0.47736594710000008 0.34491482290000003 42.720329370750001 44.749265482150008 0.47774018740000007 0.47787491390000009 41.444941515100005 41.32819714970001 0.47757552170000012 0.47709649410000005 0.47550971530000002 41.444941515100005 42.055256506450007 0.47880302985000006 0.34422622080000004 0.47076434840000009 0.34446573455000007 0.47943175355000006 0.34536391125000004 0.47976108500000009 42.844429421150004 40.574766824850009 0.48185683060000012 0.48233585820000008 0.34542378970000004 0.48077901860000011 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 3 17 14 8 7 13 9 10 11 12 -6 -7 -4 -16 -2 18 -1 -3 -21 22 -22 24 -24 -26 -27 -23 -29 -30
right_child=1 19 4 -5 5 6 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 21 27 23 -25 25 26 -28 28 29 -31
leaf_value=0.00027872422989918486 0.00041501287963527497 -0.0069462155446111456 -0.0087005348230206909 0.03988814513055243 8.4062612142414268e-05 -0.025882794586356853 -0.0028253951507565406 0.0028420671174372671 -0.004066757392388585 0.011631897772391184 -0.010945950740092752 -0.00076005082564049788 0.066096590066576699 -0.10092016027323135 -0.049784414011873501 1.5824392812263236e-05 0.012491985858065605 0.0067330081667955829 -0.020494393709617035 -0.029874683095632112 0.011787625271792191 -0.014038894274134225 0.0063967709123421901 0.0093108754946900751 -0.023619118701455607 0.0085081337094175067 -0.011262201213081328 -0.007779898658222162 0.0099381410101528362 -4.5693421505522878e-06
leaf_weight=3.4087824505536393 0.56310896703871438 0.51764058765183918 0.63934342993090787 0.20589590878807928 0.56054183425732862 0.016999369351950011 0.52190868016600689 0.028893191291444964 2.7089784301189752 0.78601665841051715 0.68075853213667858 1.0599473575130103 0.13798068359028548 0.051323539290059728 0.13850173831451684 0.14525582263240722 0.71402295159782625 0.66997964271719501 0.26963562525850182 0.15019579148656603 1.1805654836352903 0.61659542180132021 1.7072737803682683 1.8486836720257995 0.94265046925284002 1.176835782825947 0.99204322125297029 0.8013846781408337 0.79639800789300252 37.698897484853276
leaf_count=499 27 10 39 12 144 39 73 21 43 81 7 8 7 70 5 35 18 16 29 34 19 13 25 21 20 8 41 40 24 3205
internal_value=4.27417e-06 0.000252433 -0.00102102 0.00178905 -0.00273278 -0.00121708 -0.0113258 -0.0569603 -0.000162428 0.00311693 0.000373073 0.00475502 0.0131237 -0.0822502 -0.0134932 -0.0242916 0.00716705 -1.49319e-05 -0.00124399 7.00865e-05 0.000145891 0.000240297 0.00237326 0.000706325 -0.00259472 -0.00752829 -0.000534799 -0.000179102 3.83688e-05 0.000201127
internal_weight=61.737 49.7063 12.0307 4.55429 7.47645 6.55335 0.619125 0.0972161 5.93422 3.22525 2.43923 1.75847 0.698523 0.0683229 0.923101 0.283758 1.27713 4.3484 3.67842 48.4292 47.9115 47.7613 7.84805 6.66749 4.8188 3.11153 2.16888 39.9133 39.2967 38.4953
internal_count=4633 3505 1128 556 572 493 203 130 290 247 166 159 151 109 79 40 45 544 528 3460 3450 3416 134 115 94 69 49 3282 3269 3229
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 0 1 2 2 1 1 2 2 2 1 2 0 1 2 2 2 1 0 0 2 1 1 1 1 2
split_gain=0.00140237 0.00424071 0.00664796 0.00376876 0.00307597 0.0319489 0.010284 0.00680924 0.020416 0.0104336 0.0228794 0.00456414 0.0146072 0.00395454 0.0110423 0.00525969 0.00902336 0.0569083 0.0783253 0.00981687 0.00351507 0.00293519 0.00876067 0.0025408 0.0177327 0.00588382 0.00826758 0.0053145 0.00368648 0.0164951
threshold=0.47938684470000009 0.47847369840000004 40.250747516500006 0.47961138885000004 0.34458549145000011 0.47736594710000008 0.34491482290000003 42.720329370750001 44.749265482150008 0.34566330350000002 0.34569324270000007 41.444941515100005 42.055256506450007 41.16018805045001 0.34521421515000011 41.32819714970001 0.47757552170000012 0.34512439750000007 41.741384785950011 42.431220712750012 43.968221017800005 0.34422622080000004 0.47076434840000009 0.48077901860000011 40.165165956550005 0.3447052483500001 0.34482500525000009 0.3453339720000001 0.3453339720000001 43.022303514600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 21 11 13 9 20 -11 -6 -13 14 -8 -15 17 -17 -19 -20 -9 22 -1 24 -5 -25 -27 -26 29 -28
right_child=3 2 -4 23 6 -7 7 8 -10 10 -12 12 -14 15 -16 16 -18 18 19 -21 -22 -23 -24 25 27 26 28 -29 -30 -31
leaf_value=0.00025086471580823636 0.004872622306630308 0.00099241767653980638 -0.012577443948522083 -0.016580238847640007 -0.0067547628707502142 0.04128823626744306 0.0028618467697952561 -0.10071934480555958 -0.0025381404583058086 0.099475550574396221 -0.074054559302309281 -0.045560939375453274 1.4241689922553359e-05 0.0071005281105812838 -0.013759485946469686 0.0067987393943966567 0.0040785403875795295 -0.11325809677849097 -0.02273772051227526 0.034150196758606213 -0.051648718966335827 0.0060918221619856933 -0.018496753723712175 0.0069589752996520055 -0.0055903433050598535 -0.0089432441623541505 -0.0016856114674183359 0.0086341587562510421 -1.9706222533678602e-05 0.013078731849786994
leaf_weight=3.4085700895045994 1.7053815298713733 0.69897132512414717 0.74670634688209248 0.66671868873754547 0.63495977108426949 0.19573232060065482 1.1159998565819522 0.032638586402681191 0.52282686535707512 0.012263630018878757 0.019970923481856306 0.13632758450694382 0.14525578533948647 1.591868388690642 0.6227255812789031 0.64277581967689945 1.6688741605285029 0.10785798568394966 0.065201810739495158 0.056724521668002126 0.026409995552967303 0.66663314584922106 0.26892099133118552 1.2650540884774191 0.39630815468262859 1.0007818918675173 2.1787474656593981 0.77883908174135286 39.159351947124733 1.1593691180460153
leaf_count=499 41 19 55 17 37 10 74 57 73 6 60 5 35 12 89 14 26 10 35 18 6 16 29 26 22 10 44 34 3242 12
internal_value=4.38284e-06 -0.000901251 -0.00601655 0.00025536 -0.000282031 0.00176732 -0.00153884 -0.000137739 -0.0101568 -0.0537929 -0.00803506 -0.0114541 -0.0220508 0.000910078 -0.00309109 0.00259322 -0.000230004 -0.0084706 -0.0511836 0.00372859 -0.0787721 -1.33663e-05 -0.00112008 8.64042e-05 -0.00355359 0.000236178 4.06599e-05 0.00383707 0.000252224 0.00344223
internal_weight=61.6988 13.3882 1.44568 48.3106 11.9425 4.53986 7.40268 6.48614 0.61411 0.0912831 0.0322346 0.916543 0.281583 5.87203 1.73873 4.1333 2.54143 0.87256 0.229784 0.121926 0.0590486 4.34412 3.67749 46.6052 1.84187 44.7633 43.4983 1.17515 42.4975 3.33812
internal_count=4633 1185 74 3448 1111 554 557 480 202 129 66 77 40 278 163 115 103 77 63 53 63 544 528 3407 73 3334 3308 56 3298 56
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 2 2 1 0 0 1 2 2 2 0 0 2 2 1 0 2 2 1 2 2 2 1 1 1
split_gain=0.00119331 0.00607525 0.00438417 0.00393739 0.0465351 0.00978715 0.0226966 0.019001 0.0195118 0.014916 0.0285445 0.00639125 0.0125075 0.00368105 0.0135352 0.0032697 0.00313463 0.00306552 0.00468688 0.00544697 0.00342366 0.024635 0.00273667 0.0026855 0.0326513 0.00390789 0.0141974 0.00247342 0.00662842 0.00494274
threshold=0.47868327295000007 0.47905751325000007 0.47787491390000009 41.559097512700014 41.362929270750008 43.564719632750005 42.759119507950011 43.022303514600004 0.3447651268000001 0.47550971530000002 0.47076434840000009 0.34530403280000005 40.806664626150003 40.621691032550004 41.489621506400006 0.43572048740000008 0.47880302985000006 39.262923716450011 38.110427674550003 0.34377713240000007 0.47757552170000012 40.300545846000013 43.477771593600004 0.34007963835000005 44.578137159850009 49.064150740050003 48.823707093150006 0.34458549145000011 0.3447052483500001 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 3 4 11 6 9 -8 -9 10 15 12 17 -4 -15 -5 -2 18 19 -1 21 -19 -10 25 -25 26 -7 -3 -29 -30
right_child=1 27 13 5 -6 23 7 8 22 -11 -12 -13 -14 14 -16 -17 -18 20 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0042351409951607759 0.0014856634497727962 -0.0038305073407920299 -9.3497259880797901e-05 -0.10024070055438244 0.038085095849779788 0.0012420103527663933 -0.10350930088380023 0.029430423679946999 -0.1017366973058017 -0.010251606793908855 0.061468621233253376 0.0060880425549162693 -0.014785366381995488 -0.01869031208645653 -0.00029444548832355938 -0.028367550838637363 0.01145952883143966 0.038189238024646535 -0.015919834596082216 -0.0080066792002679663 -0.0021969847440029382 -0.0030000575613844185 -0.03357847864030853 0.052701007456439845 -0.004385896875850062 0.0022209417990380191 -0.028444343307592674 0.0096247663922291518 -0.010379599737358794 0.00012520132352230278
leaf_weight=0.95099611771075432 0.56691529600266111 1.5967181449357131 1.2327682112518226 0.011516390361137829 0.33443989952408504 0.63144827036739859 0.045144131194921874 0.036388753859043221 0.019772767035977371 0.75894872351500453 0.075689332533784182 1.1279114089367142 0.67773221011289031 0.64436873145314155 1.0545269697533965 0.014053667532039071 0.70942681983535749 0.20163971561055383 0.22418219754749191 0.58831706177944543 0.50719870161265135 0.51882170400716632 0.0083908923129456525 0.12327596279970965 0.53502606362565075 1.444622377772987 0.21627940493635833 0.73021697858348389 0.45235318224877019 45.613344702061852
leaf_count=143 27 20 20 56 17 117 40 41 57 70 14 70 46 15 39 30 18 26 24 44 3 81 7 33 81 35 19 17 6 3417
internal_value=3.34511e-06 0.000219442 -0.000892333 0.000196201 0.00201926 -0.00218982 -0.0109044 -0.0537416 -0.0189371 -0.00544171 0.0306089 -0.000495307 -0.0025192 -0.00425329 -0.00727176 -0.0607382 0.00702942 0.000260053 -0.00241101 -0.000443616 0.00409695 0.00852783 -0.0814301 0.000674753 0.0063044 -0.000941932 -0.00633182 3.98311e-05 0.000171891 2.20469e-05
internal_weight=61.6524 49.669 11.9835 9.0518 5.13124 3.92056 0.969905 0.109697 0.0645524 0.860208 0.101259 4.7968 3.66889 2.93166 1.6989 0.0255701 1.27634 2.99116 1.7635 1.53931 1.22766 0.720461 0.0281637 2.95065 0.658302 2.29235 0.847728 48.3926 46.7959 46.0657
internal_count=4633 3505 1128 1054 454 600 315 145 105 170 100 437 367 74 54 86 45 321 211 187 110 107 64 285 114 171 136 3460 3440 3423
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 0 0 0 2 2 2 2 2 1 0 1 2 2 2 0 1 0 2 2 1 2 2 0 1
split_gain=0.00123952 0.00273366 0.00937667 0.0149095 0.00986829 0.0127153 0.0118659 0.00478202 0.00260983 0.0270682 0.0151499 0.0147291 0.0117463 0.01364 0.0119417 0.0268142 0.0122232 0.00593455 0.0056909 0.0111243 0.00414531 0.00322695 0.00713708 0.00227707 0.00427528 0.0571601 0.0139076 0.00795701 0.0172162 0.0130585
threshold=49.292797572200008 47.927946529500012 0.39672464895000009 0.3972336157500001 48.96897326980001 0.37977904855000005 0.54284302865000023 0.62572976855000018 0.46735127690000006 39.476991512000005 43.61821939175001 37.345948426100009 43.564719632750005 42.154118731400011 0.32012514595000008 0.41229304515000009 0.32467590790000006 42.123054668150012 44.749265482150008 45.044778924400006 0.41973294215000007 0.32467590790000006 0.4560492201000001 44.578137159850009 43.735142172100005 0.34527409360000011 43.564719632750005 43.895345911700005 0.47961138885000004 0.38512319990000005
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 -8 9 11 12 20 13 14 15 -11 -16 -18 -12 -20 -1 -22 -23 24 26 -26 -10 -27 -29 -30
right_child=-2 2 3 4 -6 6 7 -9 23 10 18 -13 -14 -15 16 -17 17 -19 19 -21 21 22 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.10006932007861945 -0.0029439215499773492 -0.00099454999021706954 0.060058461396822083 0.047559068912489094 -0.026420752511386647 -0.048494558219994537 0.050320522899830702 -0.0030030864259382537 0.0001230293567263839 0.059714493664492246 -0.10027477028536323 -0.10216822773379947 0.10065265872519114 -0.10021193569863572 0.092374939333175587 -0.10082622685455547 -0.10007994724594278 0.10002276339620016 0.063296846009639959 -0.10024469297254122 0.10007425850499969 -0.084369475411508299 0.099646950172044585 -0.005701343875274276 0.060285296448831106 -0.0049068462467998265 -0.014281109889725856 -0.041388236497293833 0.058987686037072766 -0.016310158817248718
leaf_weight=0.0027810354375066423 1.3948465840767799 0.77125891172454319 0.070194332394748926 0.087035077507607639 0.062748109745598413 0.038311950352181157 0.030702030202519381 0.037189514873716689 56.174918188053638 0.023945398424212255 0.013212714034302686 0.040435091088472097 0.018939947391184653 0.0093634465153675794 0.032912030583247542 0.018397043058939744 0.0056688146432648514 0.0020067907171323895 0.0089774685244758956 0.0077497073882426539 0.0047677784168627122 0.0047449485633127703 0.0037921557781364079 0.6879660399073434 0.16788723273202588 1.0827423781157106 0.67840866903693964 0.035428073720140563 0.083804353804225684 0.031760460596253814
leaf_count=121 314 39 5 14 25 19 21 24 2912 47 53 46 2 98 10 7 99 3 9 100 3 37 14 307 15 48 39 18 19 165
internal_value=3.16866e-06 7.14102e-05 0.00501668 0.0192303 0.00803476 0.0192231 -0.00399857 0.021111 -2.03564e-05 -0.0114908 0.0119224 -0.0699704 0.028918 0.014197 0.0271146 -0.0100376 0.0658732 -0.047763 -0.0512201 -0.012472 0.0109651 0.0341739 -0.00262994 1.81156e-05 8.566e-05 0.00554171 -4.88496e-05 -0.00190782 0.0195976 0.0382937
internal_weight=61.6329 60.238 1.09744 0.326181 0.255987 0.193239 0.106203 0.0678915 59.1406 0.197694 0.141173 0.056521 0.111233 0.0922935 0.0829301 0.0423424 0.0405876 0.00767561 0.0299399 0.0167272 0.0160859 0.0133049 0.0085371 58.9429 58.2549 1.40162 56.8533 1.23374 0.150993 0.115565
internal_count=4633 4319 147 108 103 78 64 45 4172 649 428 221 266 264 166 54 112 102 162 109 175 54 51 3523 3216 265 2951 250 202 184
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 0 2 1 2 2 2 1 2 2 2 2 2 0 0 1 0 2 2 2 0 2 2 2
split_gain=0.00113694 0.00430972 0.00479299 0.0110716 0.00337607 0.00271788 0.0077258 0.030708 0.023947 0.0176662 0.0223699 0.0158436 0.0223826 0.00820537 0.00592308 0.010688 0.0730202 0.00551182 0.0057044 0.018772 0.00311374 0.0308401 0.00231075 0.0137767 0.00546749 0.0285939 0.00428203 0.0170299 0.0117148 0.0231222
threshold=0.47938684470000009 0.47847369840000004 0.34560342505000002 0.34548366815000003 0.47961138885000004 41.675153845500006 43.564719632750005 0.47757552170000012 42.759119507950011 0.34479506600000004 42.055256506450007 43.022303514600004 43.067541470150012 0.3447052483500001 41.16018805045001 40.542362378300005 40.767054867700004 40.408647214050006 39.354247760400007 0.47604862130000009 0.47774018740000007 0.34512439750000007 0.48077901860000011 40.165165956550005 41.037275035300006 42.720329370750001 0.48271009850000007 40.574766824850009 41.741384785950011 42.055256506450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -2 14 7 8 9 10 -7 -10 -13 -12 15 17 -17 18 19 -1 21 -16 23 -6 -25 -26 27 -24 -29 -30
right_child=4 2 -4 -5 22 6 -8 -9 11 -11 13 12 -14 -15 20 16 -18 -19 -20 -21 -22 -23 26 24 25 -27 -28 28 29 -31
leaf_value=-0.00067664214352174817 0.0046038635053940588 -0.02446998439235842 0.0015536362822932241 -0.0017448310580824708 -0.014829840581476812 -0.023084000809533017 0.0001915094105930685 -0.07803956330095041 -0.10342972653151582 -0.006082232033326045 0.035816375383216296 0.028666300472921753 -0.10157169034281549 0.10046822317160092 0.020949764279707045 0.0020393906698659837 -0.087639621140334897 0.0094825323215007497 -0.0063086373760145925 0.036002722062767507 0.001502871043743464 -0.0086299758889583824 0.017003836049484768 0.0091307866107486965 -0.028455459156923737 0.01900137516252107 -0.00020731984925336584 -0.0038639386627600629 0.020660739001753262 0.00045645677391540918
leaf_weight=1.6884257092814157 1.7016168592963357 0.34597599442031313 0.53304734614721383 0.56366270284206621 0.67071697491189652 0.042521842459046749 2.9477161901532742 0.062276719045826212 0.037623233691981221 0.6838659942862364 0.040767718012667348 0.035546012131270288 0.020986654021402491 0.037862495519220829 0.7752124641028717 0.51756692930840131 0.11011132080765262 0.56804798442135496 1.2947864245615255 0.15209931205026794 2.2134496157523245 0.6463619331861139 0.72453609682727815 0.66241024946793892 0.25321446800444392 0.25463989097625017 37.805343880930963 2.883126326048135 0.72340799588710103 2.6101837134649486
leaf_count=253 41 45 19 10 17 27 291 39 36 82 38 7 93 3 34 73 43 10 46 8 14 14 17 14 28 14 3174 35 8 100
internal_value=3.19152e-06 -0.000814821 -0.00597591 -0.0103882 0.000228795 -0.000187816 -0.00234742 -0.0101315 -0.00542822 0.000152945 0.0353486 -0.0531463 -0.019682 0.0669479 0.000871961 -0.00162614 -0.0136927 0.000419005 -0.0012231 0.00235451 0.00384838 0.00750044 6.89953e-05 -0.00340314 0.00314587 -0.00466044 0.000211847 0.00249483 0.000803858 0.0048409
internal_weight=61.6071 13.3179 1.44269 0.909639 48.2892 11.8752 3.90917 0.961451 0.899174 0.805018 0.121152 0.0941559 0.0565327 0.0786302 7.96606 4.33104 0.627678 3.70336 3.13531 1.84053 3.63502 1.42157 46.5876 1.84098 1.17026 0.507854 44.7466 6.94125 6.21672 3.33359
internal_count=4633 1185 74 55 3448 1111 616 325 286 150 68 136 100 41 495 433 116 317 307 261 62 48 3407 73 56 42 3334 160 143 108
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 1 1 0 1 1 0 0 0 1 1 2 0 1 0 2 0 1 2 2 2 2 1 1 2
split_gain=0.00107358 0.0222027 0.0518604 0.0239723 0.0613424 0.0207043 0.0303995 0.045522 0.0277787 0.0479255 0.0125962 0.0648092 0.0303875 0.0239324 0.027171 0.0230642 0.0205184 0.0286601 0.0169203 0.016661 0.00970318 0.00824825 0.0272032 0.021547 0.013403 0.0116331 0.0604136 0.0625516 0.0861318 0.00930574
threshold=0.37977904855000005 0.51484985480000012 0.5132031975000001 0.50291907430000016 0.50218556330000019 0.5195503128500002 0.38906020780000011 0.39019789825000006 0.52324780695000006 0.39048232090000007 0.37227927305000003 0.51484985480000012 0.50452082270000009 0.50291907430000016 0.36880632320000012 0.36476452800000009 36.772607578000013 0.50730517050000012 0.36551300860000008 0.5054040298000001 38.110427674550003 0.53634621715000008 0.40206880030000008 43.968221017800005 45.921757303800007 39.427119987250002 43.61821939175001 0.39563186730000005 0.39394030120000006 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 -3 20 -8 9 -9 13 12 -12 15 16 -1 -15 -18 -17 -16 -7 22 25 -24 -25 29 27 28 -27 -10
right_child=1 5 -4 -5 -6 6 7 8 21 -11 11 -13 -14 14 19 18 17 -19 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-8.8533882493100583e-05 -0.055814434234194146 -0.027094090651430099 0.089043866976979857 -0.026037622290968284 0.10004889493423599 0.0090630256189176538 -0.038749550359189526 0.057160561578763237 -0.0069680417201698555 -0.0027360951879296194 -0.0012179588069079694 0.0034768753546429044 -0.084816811203353257 -0.036759433820951121 0.056191044479881852 -0.042116625182965745 0.053606087699331839 -0.016331924735930484 -0.0068212848984614133 0.016128360556633737 0.040122663274844067 0.00060315273682212613 -0.10103466884496647 0.028536332379123897 -0.10034090086403608 -0.10157512232227324 0.073655593920117196 -0.10107595077556922 0.029751034531165579 0.0098590512344072512
leaf_weight=38.230095057004583 0.042185268260093944 0.27488791344293417 0.094158376642553776 0.13672658998473963 0.062901179483105807 0.17112135991920396 0.29896609298066579 0.23289216891862408 0.69792243213635685 0.31328522142626214 0.061355884550720385 0.64122145146166076 0.14924383763707283 0.1191418175585558 0.19339542856323533 0.21916925369169027 0.10362448607338592 0.13483503413587528 0.357161489150703 0.22408376135717845 0.24400288257487546 17.434299409952647 0.052921578486485266 0.030975928088082583 0.010912362479472026 0.069632366534165047 0.060692019515215634 0.10028248164110209 0.17660611744940979 0.62114370529673124
leaf_count=1735 50 30 11 31 6 17 28 9 68 37 14 24 61 6 25 28 19 37 37 16 35 1908 26 24 76 70 97 77 14 17
internal_value=2.58443e-06 0.000580313 0.0260821 0.00156572 0.0374801 0.000168209 0.000533495 -1.96973e-05 0.00056505 0.0228041 -0.00029928 -0.0123308 -0.0604612 -4.0353e-05 0.0173587 -0.000387864 -0.00287135 0.0140602 -0.0202435 0.0346872 0.0273193 -6.57578e-05 -0.00646961 -0.0586219 -0.00503761 -0.00360533 -0.0183799 -0.0344996 -0.00738594 0.000955778
internal_weight=61.5598 21.1265 0.335971 0.241813 0.105086 20.7905 20.5157 20.1005 19.8016 0.546177 40.4333 0.851821 0.2106 39.5815 0.775081 38.8064 0.357601 0.23846 0.576331 0.417479 0.415124 19.2554 1.82109 0.0948099 0.0418883 1.72628 0.407213 0.346521 0.246238 1.31907
internal_count=4633 2631 98 87 56 2533 2503 2451 2423 46 2002 99 75 1903 103 1800 62 56 65 41 52 2377 469 126 100 343 258 161 84 85
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 2 2 0 0 0 2 0 2 0 2 0 1 1 2 0 2 0 0 1 0 0 2 1 0 1
split_gain=0.00135187 0.0359767 0.00878546 0.0176251 0.0281498 0.00635501 0.0169618 0.00524795 0.0262082 0.0170461 0.0343463 0.0121292 0.0239268 0.00942388 0.0367987 0.0281319 0.00727612 0.00488567 0.0410014 0.0115368 0.0134742 0.023645 0.0243225 0.0104732 0.010032 0.0167818 0.00480759 0.0212583 0.0341025 0.00625778
threshold=39.476991512000005 39.525197829750006 39.117456157700005 0.52252926560000013 0.42039160505000012 39.032633164100012 38.911218973650008 0.50218556330000019 0.50386215985000016 0.47604862130000009 36.257608591500009 0.49877249185000011 38.238138001450004 0.52252926560000013 36.165040341950011 0.52366695610000014 0.38512319990000005 0.42039160505000012 38.621016321050007 0.54088200950000009 37.995872310650007 0.54695967185000016 0.5485614203000001 0.40115565405000009 0.55877069550000014 0.55980359870000018 37.995872310650007 0.34422622080000004 0.47076434840000009 0.34007963835000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 7 9 -9 26 -11 12 -12 14 -10 -15 -16 23 19 -19 -21 -22 -23 -17 -24 -26 27 28 29 -1
right_child=1 -3 3 4 -6 -7 -8 8 13 10 11 -13 -14 15 16 17 -18 18 -20 20 21 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0015039144777111266 -0.037512226883754302 -2.6642627530175738e-05 0.0011752770446782045 0.059448353585724534 0.0031337373989532369 -0.0092834857886033764 0.02457208688617369 -0.037448450693240279 0.046595216598169509 -0.0030190874686547129 0.064639334536116352 0.011510430651171525 0.01423383122522684 -0.03784134398120842 -0.019196890021322292 0.0015353566867990162 0.0086352018230420238 0.042340583371283151 0.077249596428874245 0.0013886399659110847 -0.10309233918357096 0.10030909234800232 -0.10129816702282626 -0.0098842894298586184 0.077858567329876907 -0.10045348341957934 -0.0079594404362208094 -0.0037466096930112696 0.10080991045080695 -0.10170568879158233
leaf_weight=0.016549823533322072 0.25734444880731544 50.158761114424479 0.85058243318769544 0.15662740549305454 0.2048610564838782 0.68409389823227762 0.28846633721088544 0.19909642273159978 0.19741083344433707 0.73173904013447255 0.19421858774148859 0.24195084813982248 0.18281958869192749 0.2089304041910508 0.20821624792006332 2.3911997119195831 0.17113227244237805 0.062809473593006149 0.073756795781122153 1.1165569459749003 0.035001961514353752 0.017281267326325178 0.01654346079158131 1.209237730102714 0.012435715296305716 0.0091701951701531614 0.98161979138926703 0.53313903893267189 0.050387709751703369 0.0099976962465761487
leaf_count=124 31 3352 32 14 39 34 34 12 30 43 26 11 18 16 18 90 24 8 16 404 2 2 14 68 2 50 31 75 8 5
internal_value=1.61936e-06 -0.000217984 0.00100304 0.00903651 0.027534 1.38745e-05 0.000708252 -6.77322e-05 -0.00178119 0.00338477 0.0116472 0.0289849 0.0401985 -0.000541816 0.0115803 -0.00189863 -0.00664124 -0.00037971 0.00476633 0.000556109 -0.00161828 -0.0387442 0.00188876 -0.00230003 -0.0426946 0.0021776 -0.00362679 0.00334452 0.052484 -0.0392395
internal_weight=61.4719 50.4161 11.0558 1.21207 0.361488 9.84376 9.15967 8.8712 5.92878 2.94242 1.35073 0.618989 0.377038 5.72968 0.576759 5.15292 0.379349 4.94399 1.34356 1.2698 1.20699 0.0904326 0.0554306 3.60044 0.0381494 0.0216059 1.59169 0.610074 0.0769352 0.0265475
internal_count=4633 3383 1250 85 53 1165 1131 1097 756 341 98 55 44 744 72 672 42 656 498 482 474 70 68 158 66 52 243 212 137 129
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 1 0 0 0 2 2 0 2 0 1 0 1 0 2 2 1 1 1 2 1 2 1 2
split_gain=0.00111054 0.0294279 0.00782537 0.00314326 0.00894531 0.00307424 0.013818 0.00953123 0.00429306 0.0214686 0.0138985 0.0285391 0.0180601 0.00770891 0.0305439 0.0230888 0.00591009 0.00411187 0.0137852 0.00531116 0.00448979 0.00391003 0.0187748 0.00850932 0.00399386 0.00279405 0.0493034 0.0171743 0.0139853 0.01467
threshold=39.476991512000005 39.525197829750006 39.262923716450011 39.656620114300004 39.788107623550012 39.032633164100012 38.911218973650008 0.39078171310000004 0.50218556330000019 0.50386215985000016 0.47604862130000009 37.041406607950009 38.238138001450004 0.52252926560000013 36.165040341950011 0.52366695610000014 0.38512319990000005 0.53998383280000006 0.40115565405000009 0.52769378160000013 37.232443001650005 37.995872310650007 0.34422622080000004 0.33400197600000009 0.32012514595000008 40.21994457600001 0.34494476210000008 40.300545846000013 0.34545372890000009 40.003678352300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 6 8 -7 10 -10 21 -12 -13 14 -11 -15 -16 18 19 -17 -19 22 23 24 -1 26 -6 -27 -28 -30
right_child=1 3 -4 4 25 7 -8 -9 9 13 11 12 -14 15 16 17 -18 20 -20 -21 -22 -23 -24 -25 -26 27 28 -29 29 -31
leaf_value=0.02664142339856191 -0.03407445858864553 0.0085580200079612718 0.0095228404656560184 -0.010584829356143886 0.026369732987054958 0.0091789691817340709 0.022245145316367381 -0.01242240879577286 -0.034048773422664609 0.042858402060439615 0.0018030478393381421 0.057884447389597166 0.012841191170535608 -0.034465905231503176 -0.01732605131635287 -0.0055143353376946574 0.0077789652871407128 -0.0032846963647761435 -0.016501133857649015 0.007145992267668929 0.0048486639197722328 -0.0071484620482111048 -0.0033611125975685375 0.067080017266751224 -0.088016320546700111 -0.012289661464709167 -0.01753312023021876 0.00014493735319472337 0.0068363200207691406 -0.0058535681930718944
leaf_weight=0.0068300131784779375 0.25510277267016945 0.42317834435355806 0.96312650798177024 0.80016602369454304 0.72690584828524496 0.30287484310793011 0.28686684770068716 0.62735474399721625 0.19718517201954444 0.19338331713288415 0.98678812644500424 0.17385708358779084 0.18240515947400127 0.20658400439424429 0.2076605870606727 0.58177232549394353 0.17098056842849019 1.0454878239734622 0.60154043551273151 0.76983128361811737 1.934667393037848 0.98357500355698457 0.53476720656185972 0.058933847834091252 0.005471872270848179 1.1402544733829021 0.5008135527314147 42.920377533528743 1.7653883664169479 1.8823236277694002
leaf_count=57 31 35 51 51 15 26 34 42 12 30 57 23 18 16 18 37 24 373 30 47 169 31 75 30 50 34 9 3052 63 93
internal_value=2.51829e-06 -0.000196276 0.000911808 -2.39773e-05 -9.69968e-05 8.73057e-05 0.000645376 -0.00538918 -5.54218e-05 -0.00160775 0.00307244 0.0105619 0.0348224 -0.000487828 0.0105244 -0.00171339 -0.00598954 -0.000341868 -0.00390805 0.00169659 0.00199535 -0.00325547 0.00306305 0.0512893 -0.0243583 7.44924e-05 0.00234604 -0.00017686 -0.0018634 0.000287975
internal_weight=61.4365 50.4145 11.0219 50.1594 49.7362 10.0588 9.12859 0.93023 8.84172 5.90909 2.93263 1.34305 0.356262 5.71191 0.572024 5.13988 0.378641 4.9333 1.95314 1.3516 2.98016 1.58958 0.606003 0.0712357 0.0123019 48.9361 4.87543 44.0606 4.14853 3.64771
internal_count=4633 3383 1250 3352 3317 1199 1131 68 1097 756 341 98 41 744 72 672 42 656 114 84 542 243 212 137 107 3266 180 3086 165 156
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=1 1 2 0 1 0 1 0 0 0 0 0 1 0 0 0 2 0 0 1 1 0 1 1 0 0 1 0 2 2
split_gain=0.00134655 0.00562704 0.0225897 0.028048 0.00892609 0.0110625 0.00532293 0.00589536 0.0349566 0.00784038 0.00811518 0.0460179 0.00509688 0.0425114 0.0123707 0.0166151 0.00997796 0.0379201 0.00319119 0.0297873 0.0074358 0.00904366 0.00725598 0.0144813 0.0140278 0.0238807 0.0159834 0.0219188 0.00652237 0.0174246
threshold=0.34506451900000007 0.34524415440000006 41.32819714970001 0.47868327295000007 0.34512439750000007 0.47905751325000007 0.34503457980000002 0.48265022005000008 0.48185683060000012 0.47976108500000009 0.47943175355000006 0.47811442770000007 0.34458549145000011 0.47604862130000009 0.47757552170000012 0.47736594710000008 44.026978245600006 0.47568935060000012 0.48458129995000004 0.34587287805000005 0.34614233110000009 0.48847339900000003 0.3475943834000001 0.34900152690000003 0.49688632075000011 0.49820364660000011 0.35585760905000008 0.50035927070000008 40.300545846000013 40.040404835300002
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 7 8 9 10 11 12 13 -1 15 16 17 -14 28 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -3
right_child=1 18 4 -5 5 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 19 20 21 22 23 24 25 26 27 -29 -30 -31
leaf_value=-2.1829205752747004e-05 -0.0017912355031038916 9.6233467670222154e-05 0.0077568589211261963 0.027880028707836787 0.0015303942372989106 -0.015965338855926971 -0.0098062980964803564 -0.0046394638558901391 0.021703838905815901 -0.010271090387682744 0.0078787725611216171 -0.046880944654316491 0.025075296517244695 0.048354781196698116 -0.015172418402000194 0.013659421131171814 5.0794827653961678e-06 -0.051402552795444506 0.020143727084814954 -0.011109438304186418 0.010097048380393658 -0.0051013452132111928 0.014116294693024327 -0.013637954894192518 0.050425186240576431 0.025607270751527134 -0.025874379418501466 0.00035363407755517259 -0.00045119978194222468 -0.020207558908956619
leaf_weight=4.2160215012413707 0.57707579892254235 1.2580854615421149 0.62210651048371834 0.71125283511355519 0.78186678103304508 0.67203353904551477 0.63949523713442857 2.6169837516717953 0.73246212769299823 0.83302957214232254 1.1041196128353474 0.21508009426867136 0.10225754404972176 0.18982867232710976 0.66679816879332054 0.61806499026715755 0.52157541434280574 0.17715001902661243 0.75584449229063722 0.58633018610999244 0.90632465029754428 2.5840423273621154 0.75352627504617231 0.72734992387432029 0.095270173482744691 0.24619746118696895 0.32304108476001658 23.330724513970935 13.210492404288422 0.63653120891237325
leaf_count=537 68 81 15 15 37 17 18 35 9 15 11 35 49 12 10 6 6 32 26 4 47 30 14 57 15 41 39 2789 550 13
internal_value=3.31367e-06 0.000241615 0.00418775 0.0145895 -0.00226738 -0.00655662 -0.000916817 -0.000442824 0.000728474 -0.00104892 -6.53786e-05 -0.0013732 0.000134539 0.00206251 -0.00393783 0.00134121 -0.00816394 -0.0234132 -5.07216e-05 0.00054106 3.97004e-05 0.000265378 -5.21788e-05 0.000459958 4.37231e-05 0.000458446 0.000259268 -4.56369e-06 -0.00123814 -0.0067252
internal_weight=61.411 48.7781 3.36434 1.28833 2.07601 1.4539 12.6329 11.9934 9.37639 8.64393 7.8109 6.70678 6.4917 4.40585 2.08585 1.41905 0.800983 0.279408 45.4138 30.3087 29.5528 28.9665 28.0602 25.4761 24.7226 23.9952 23.9 23.6538 15.1051 1.89462
internal_count=4633 3858 152 83 69 54 775 757 722 713 698 687 652 549 103 93 87 81 3706 3062 3036 3032 2985 2955 2941 2884 2869 2828 644 94
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 0 0 0 1 1 0 0 2 0 1 0 2 1 1 2 1 0 2 2 2 2 0 0 0
split_gain=0.00160098 0.00802869 0.0079056 0.0178619 0.0188084 0.00915284 0.036867 0.00711653 0.00517896 0.0433936 0.0117208 0.0141491 0.0127289 0.0145788 0.00846654 0.00448169 0.00418349 0.00588508 0.00533102 0.00778312 0.012709 0.00456225 0.0165589 0.0151421 0.011433 0.045706 0.0139235 0.0095626 0.00571291 0.0339848
threshold=0.34482500525000009 0.34479506600000004 0.48458129995000004 0.48149755995000004 0.47811442770000007 0.47736594710000008 0.47568935060000012 0.47396784530000008 0.47697673720000006 0.34506451900000007 0.34518427590000006 0.47604862130000009 0.47673722340000008 43.968221017800005 0.47449178170000011 0.34491482290000003 0.47787491390000009 41.685324604100011 0.34506451900000007 0.34524415440000006 41.489621506400006 0.34575312120000007 0.48104847160000008 42.055256506450007 41.184662530950007 41.489621506400006 42.498713093000006 0.48032993025000009 0.48185683060000012 0.48265022005000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 -2 12 14 13 -11 -12 -10 17 -17 -18 20 -20 24 23 -23 27 -26 -27 -21 -24 -30
right_child=8 -3 -4 -5 -6 -7 -8 -9 15 10 11 -13 -14 -15 -16 16 18 -19 19 21 -22 22 28 -25 25 26 -28 -29 29 -31
leaf_value=-0.00049422771547129871 -0.10273624246105309 -0.012576136418032109 -0.012132508843599022 0.01179528842153754 -0.012623275979402847 0.012280585275060218 -0.043269341489127089 0.010354507525920327 0.0073460968694478148 -0.10085445838706138 -0.012369064274684309 -0.00053677172118743498 0.10076846920274614 0.100208432412418 -0.10058071078689455 0.0070490916114084997 -0.0061552288322333426 -0.001908162367453149 0.012705341204314078 -0.0037355384281445112 -0.0013428892770300075 0.0011064659448777215 -0.0082089900235712051 0.050727441047806202 -0.027007382650129808 0.010097105866815932 -0.0042954691602347418 0.0049324123678426458 0.048101528195964791 0.00018119740136022727
leaf_weight=3.5238641518637674 0.045596335023954659 0.58436977484639285 0.53915247292752599 1.1631427104584871 1.2598091527067934 0.6326767224818467 0.19345029864751939 0.72990170284765543 0.89258667123794211 0.0088172119457102793 0.020260240671334251 0.51981541424479971 0.022247442975640297 0.0061020292341709146 0.023502486168041514 1.9805807753873588 1.381225236816525 1.1649369609428104 1.253727359708136 2.2437835319433344 1.3240832483279517 0.12144873749344398 0.78992285970718867 0.12457994211229106 0.8245667777955531 0.86567931926401831 3.0067675862155738 2.9409649418084882 0.14866034338072509 33.030699772777375
leaf_count=521 47 17 20 11 33 9 19 29 18 64 165 37 1 1 51 28 37 67 21 28 31 39 15 29 23 32 72 38 6 3124
internal_value=4.20603e-06 -0.00125874 -0.000436363 0.000404119 -0.00168581 0.00102667 -0.000574356 0.0013673 0.000210776 -0.00868559 -0.00154718 -0.00513419 0.0528447 -0.0186189 -0.0597426 0.000321155 0.000198691 0.00373179 -3.25686e-05 0.000148616 0.00548952 -0.0001636 0.000383027 0.0262327 -0.00205628 -0.00562996 -0.00107803 0.00118122 0.000195806 0.000395905
internal_weight=61.3669 8.62637 8.042 7.50284 6.3397 5.07989 4.44722 4.25377 52.7406 0.646341 0.600745 0.563578 0.0371667 0.0149192 0.0437627 52.0942 51.2016 3.14552 48.0561 46.6749 2.57781 44.0971 34.2153 0.246029 9.88176 4.69701 3.87245 5.18475 33.9693 33.1794
internal_count=4633 659 642 622 611 578 569 550 3974 366 319 253 66 65 216 3608 3590 95 3495 3458 52 3406 3213 68 193 127 104 66 3145 3130
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 2 0 2 1 0 0 1 2 1 0 2 1 2 2 0 1 2 2 1 1 0 1 0 2 1
split_gain=0.00133089 0.00720663 0.137287 0.09213 0.0213971 0.0204631 0.03828 0.0202337 0.0194968 0.010105 0.00393414 0.0212673 0.0229875 0.0104852 0.0115079 0.0131837 0.00367816 0.0141094 0.0455634 0.0393772 0.00839591 0.0300513 0.0210321 0.00869688 0.00748181 0.0252124 0.0285749 0.0278602 0.0275183 0.00700024
threshold=0.3447651268000001 40.21994457600001 0.3447052483500001 0.34458549145000011 39.427119987250002 41.243661560350013 0.47787491390000009 38.171717059500004 0.34458549145000011 0.47396784530000008 0.47697673720000006 0.34506451900000007 44.026978245600006 0.34518427590000006 0.47673722340000008 43.968221017800005 0.34545372890000009 40.574766824850009 41.037275035300006 0.47868327295000007 0.34560342505000002 40.767054867700004 41.808689985400001 0.34566330350000002 0.34494476210000008 0.48077901860000011 0.3453339720000001 0.47787491390000009 42.388109226950007 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 7 6 -3 9 -7 -1 11 12 -2 14 15 -13 17 19 -19 -12 21 -18 -23 -22 -20 26 27 -26 -27 -25
right_child=10 2 -4 -5 -6 8 -8 -9 -10 -11 16 13 -14 -15 -16 -17 20 18 24 -21 23 22 -24 29 25 28 -28 -29 -30 -31
leaf_value=0.0049880391730777627 -0.10235946070546476 -0.0092732961323718603 -0.063112369059360199 0.061366008899730366 -0.018945651241571122 0.00050993459881149158 0.026838063934950487 0.029732521585177491 -0.019241670111140929 -0.011432558980355209 -0.0030376088293787018 -0.10077262896435089 0.019910210611836707 -0.0046581837552991901 0.10069480152681631 0.10018856200515099 0.0036796333528971632 -0.018104649135918964 -0.0027617810086943608 0.019356061538486197 0.0090038739716753972 -0.028558950921258458 -0.0032260535036420174 -0.0051473807268701127 0.0012158214329813122 0.026041407147082238 0.010905440407317047 -0.022187190713568783 0.0035647338557645257 0.00034023592716384503
leaf_weight=0.94466301712048018 0.044771812086387253 0.49259562746197649 0.35824061976745714 0.24573713437609956 0.618481156114285 3.0637306695537205 0.72648190570180304 0.2386342349084315 0.59716655896045256 0.62120961767050176 1.6582770315580995 0.0079842916974508515 0.023419566918164492 0.56149607621121667 0.020144296810030937 0.0055223838426172742 1.6533026897814118 1.2274931010415437 1.9004442149089298 1.4914556332514619 1.0969463553046797 0.69290530611760892 0.62184351005998906 2.4937918053474268 1.2860928607187823 0.91608841670677099 1.2720072642487137 0.84150896514944395 1.343591473996639 34.260062368297241
leaf_count=147 59 41 11 12 18 330 13 24 16 13 18 64 4 253 1 1 16 21 25 45 9 22 21 49 27 27 28 32 37 3249
internal_value=4.24043e-06 -0.00120662 -0.00336149 0.00302301 -0.00289408 0.00102484 0.0122465 0.00260747 -0.00271195 -0.00152631 0.000183468 -0.00746975 -0.0603673 -0.0014088 0.05281 -0.018607 0.000279697 0.00182375 -0.000234594 0.0075662 -0.000171843 -0.00529344 -0.0165771 0.000229765 0.00266701 0.00449005 -0.000951657 -0.00804054 0.0126769 -3.21053e-05
internal_weight=61.3261 7.90694 5.23822 2.66873 2.42299 4.87997 1.21908 1.80451 3.6609 1.56587 53.4191 0.663338 0.0681914 0.595147 0.033651 0.0135067 52.7558 11.937 8.78723 3.14973 40.8189 2.96805 1.31475 37.8508 7.55973 5.65929 3.39961 2.1276 2.25968 36.7539
internal_count=4633 625 411 214 202 400 54 184 346 160 4008 382 63 319 66 65 3626 260 197 63 3366 59 43 3307 176 151 87 59 64 3298
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 1 2 2 1 1 0 0 2 2 2 0 2 2 2 0 1 1 0 0 0 1 1 2 2 0
split_gain=0.00112753 0.00661744 0.0231498 0.00655459 0.00646308 0.0039432 0.024156 0.0253932 0.0160284 0.0101002 0.0299356 0.00823105 0.00835801 0.012892 0.0147581 0.00813539 0.00726227 0.007453 0.0298031 0.0164525 0.0792791 0.0147878 0.0920946 0.0708144 0.0662153 0.0533454 0.0621378 0.0503441 0.0232476 0.0136749
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 41.965446242000006 0.54284302865000023 0.34515433670000012 41.600558339100012 41.362929270750008 0.34524415440000006 0.34494476210000008 0.47961138885000004 0.48185683060000012 40.94178426300001 39.032633164100012 38.171717059500004 0.47396784530000008 41.873095646600007 41.184662530950007 41.087689990200012 0.48077901860000011 0.34584293880000011 0.34626208795000007 0.49194634890000005 0.50452082270000009 0.52688542260000015 0.40115565405000009 0.41917906650000009 41.319407281650008 41.542492784600007 0.55788748840000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 6 7 9 -7 11 -11 12 13 14 15 -1 17 18 -10 -19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
right_child=-2 2 4 -5 -6 8 -8 -9 16 10 -12 -13 -14 -15 -16 -17 -18 19 -20 20 21 22 23 24 25 26 27 28 29 -31
leaf_value=0.0044962570941825359 -0.00071270171795596599 -0.0079234703459932689 0.018363342210994667 -0.010172332429470764 0.0046337587907895605 0.0092631655983520678 -0.020603193120905472 0.022378699295202358 0.00016507635944405826 0.0043840620202277034 -0.026454624942764189 0.0064330023619254915 0.0051332929975612604 -0.010010817277611472 0.028236986390029129 -0.010210232194953421 0.0077081306132558425 0.0036508764805870232 0.029180174121623704 -0.048688349861806812 0.0015771437154789233 -0.086583714875073825 0.078562584919194517 -0.086077991163818868 0.01572358615964679 -0.10329198864197553 0.081785016038550859 -0.10269829494881243 0.044664712673354201 -0.040008758104719259
leaf_weight=0.94297098761111431 16.117657221675159 0.81855305139840639 0.89576931278475036 0.62626750943010634 0.55548411122063257 2.0200646989430906 0.63092329251490653 0.46579290355612091 23.208321579073647 0.68306774973652185 0.58380032615968958 1.4982564621604977 1.223617725950622 1.9442374016698587 0.18860083381966308 0.62576588981892201 1.1986062335507472 2.3112890313906007 0.35949188384872499 0.40916970302350764 2.762071269564331 0.14453239715658117 0.10006370116025187 0.10183433412879594 0.59707488517824459 0.094396401768790383 0.050348364275293989 0.037490363865184673 0.031039922323543578 0.049475143193443927
leaf_count=172 1990 40 34 57 30 28 41 32 1574 73 12 14 35 88 20 13 38 51 38 25 18 15 12 38 14 13 16 25 20 57
internal_value=5.31902e-06 0.000261591 0.00552361 -1.68928e-05 0.0131082 0.000133596 -0.00175174 -0.000293468 0.000628484 -0.00166669 -0.00982707 -5.72567e-05 -0.00203161 -0.00440009 0.00180736 -0.00137013 7.3962e-05 -0.000228463 0.000607658 -0.00317452 -0.00677829 -0.00245699 -0.0116943 -0.00149961 -0.00983033 -0.000799858 -0.0383478 -0.00193346 -0.0376529 -0.0073657
internal_weight=61.276 45.1584 2.26981 42.8886 1.45125 42.2623 8.78703 8.15611 33.4753 7.69032 1.26687 6.42345 4.92519 3.70158 1.75734 1.56874 31.4552 30.2566 23.5678 6.68879 4.3775 3.96833 1.20626 1.06172 0.961659 0.859825 0.26275 0.168354 0.118005 0.0805151
internal_count=4633 2643 104 2539 64 2482 500 459 1982 427 85 342 328 293 205 185 1954 1916 1612 304 253 228 210 195 183 145 131 118 102 77
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 0 0 2 2 1 0 1 1 0 0 1 1 1 0 2 2 2 1 2 0 0 1 0 2 2
split_gain=0.00113496 0.0061756 0.00860999 0.00858359 0.00633638 0.0131051 0.00989262 0.0463011 0.00627363 0.00512652 0.026317 0.00406244 0.0202996 0.00401592 0.0170611 0.00933754 0.01258 0.0244619 0.0343769 0.00886069 0.0310373 0.00203981 0.0117882 0.0108988 0.026617 0.00718898 0.0206072 0.00925107 0.00480859 0.00661591
threshold=0.53998383280000006 0.41917906650000009 38.751720283100006 40.330620469300008 0.54695967185000016 0.55234873210000013 0.54353163080000011 40.00488309970001 40.542362378300005 0.42307116555000007 0.55484865720000009 0.41808628485000005 0.41625999220000004 0.55980359870000018 0.5619592227500001 0.43220262865000009 0.43837010870000009 0.44512140355000007 0.57559653900000007 41.641174900500005 40.858951393400005 40.574766824850009 0.40115565405000009 40.408647214050006 0.47787491390000009 0.48149755995000004 0.34494476210000008 0.47976108500000009 40.300545846000013 40.099856909850011
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -3 -8 -5 -7 -11 12 21 -12 -15 -16 19 18 -18 20 -17 22 23 25 -25 27 -27 -1 29 -28
right_child=1 4 3 8 5 9 7 -9 -10 10 13 -13 -14 14 15 16 17 -19 -20 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.00072720893142617514 0.00071580365954874471 0.0012090303004090113 -0.018952965703536946 0.0039346687168860806 -0.027844019046411539 0.029320124777791792 0.054817698831725194 -0.0066670067206799147 -0.011080366793720558 -0.064248558449759366 0.0072659361956978977 -0.0058120864686889264 0.013322413459812846 -0.030734964927701086 -0.036095219774592201 -0.0036245245376973247 -0.1022595888332065 0.00091078964593468883 0.028271719572319838 0.0038036826158665904 0.10097986841183218 -0.0004371848088731898 -0.013811115543503748 -0.0017681114559941918 0.023187951886948093 0.021995741912287217 0.0014033947419539222 -0.01306857868502468 0.0095775563101899979 -0.0087165216715727536
leaf_weight=4.8883622530167967 1.6384665706447683 1.3223495542542867 0.60925886046970834 0.51320890337228753 0.17594075210581639 0.05852437119352849 0.20217637097812247 0.31069644839590183 0.6078626943690999 0.06386838806349171 0.72128523550820478 1.097853016652748 1.1753755523300231 0.18236082376620277 0.068765864811724309 0.062874994762356695 0.053481885590940137 4.0919062697360937 0.03239848492773989 0.10972185603986873 0.051679435942787677 32.160649840290958 0.52337253504727321 1.0010082021299247 0.74577739457890846 0.50358196743763972 6.2035561827852046 0.69356318632651426 0.61481658209049772 0.72109592026754388
leaf_count=335 42 36 19 2 29 18 16 39 114 36 63 136 12 27 16 33 30 1269 29 21 12 1744 29 20 36 9 400 21 19 21
internal_value=4.06153e-06 -0.000922238 -0.00447949 -0.00939895 0.000673872 -0.000978482 0.00578142 0.0175705 -0.00420672 -0.000118584 -0.000435387 0.000204248 0.000338412 0.000322947 -0.000753278 0.000469647 0.00104084 -0.000197762 -0.0530165 0.0241133 0.0435661 2.08423e-05 0.000947569 0.00145007 0.0088867 0.000496657 0.00241024 -0.00226064 0.00110207 0.000349561
internal_weight=61.2058 10.8768 3.3688 1.73033 7.50803 5.67281 1.83522 0.512873 1.12107 5.49687 5.43834 50.329 49.2312 5.37447 4.65319 4.47083 4.40206 4.17779 0.0858804 0.224276 0.114554 48.0558 15.8951 15.3718 1.74679 13.625 8.04305 5.58193 7.53947 6.92465
internal_count=4633 1851 177 135 1674 1583 91 55 116 1554 1536 2782 2646 1500 1437 1410 1394 1328 59 66 45 2634 890 861 56 805 449 356 440 421
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 0 1 2 0 1 1 1 1 2 2 0 2 2 1 2 1 2 2 1 1 2 0 1 2
split_gain=0.00117858 0.00791834 0.0342023 0.0189622 0.00616594 0.0353377 0.00349171 0.0186515 0.0214531 0.00738373 0.0107177 0.0103214 0.00661104 0.00335094 0.0130991 0.0388896 0.0374238 0.00798844 0.0289627 0.0219798 0.014559 0.0057361 0.0238807 0.0160907 0.00708017 0.00569086 0.0115804 0.0109691 0.0352563 0.0373646
threshold=0.3447651268000001 0.48368312325000012 0.48149755995000004 0.47811442770000007 0.34458549145000011 0.47604862130000009 0.47697673720000006 0.34506451900000007 44.026978245600006 0.47604862130000009 0.34518427590000006 0.35696536035000009 0.36166581840000006 0.34545372890000009 40.574766824850009 41.037275035300006 0.47868327295000007 41.873095646600007 42.844429421150004 0.34515433670000012 42.243697547450004 0.34560342505000002 40.767054867700004 41.808689985400001 0.34566330350000002 0.34575312120000007 41.489621506400006 0.48104847160000008 0.34584293880000011 40.986363433950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -2 10 -9 -12 -13 14 16 -16 -8 19 20 -17 -19 22 -15 -24 -23 26 -26 28 -27 -30
right_child=6 -3 -4 -5 -6 -7 13 9 -10 -11 11 12 -14 21 15 17 -18 18 -20 -21 -22 24 23 -25 25 27 -28 -29 29 -31
leaf_value=-3.5932769007650169e-05 -0.102159990973963 -0.0095669076339896918 0.021693115327032858 -0.013381045236734177 -0.0087522397852556871 0.045244229530342212 -0.0030475321593131724 0.097408698231877366 0.018102031989113334 0.0017266545286752533 -0.10048147803239692 0.061407337222550921 -0.059549920123076111 0.0036031932268310095 -0.016727983459855267 -0.0039552988116395849 0.018818226496336597 -0.0016908909796134746 0.0059258594930723073 0.011916655591245287 -0.021855382503608932 0.00810749272196001 -0.02493778612623361 -0.0027937924859703133 -0.01237810602735776 0.085774118568168536 0.0013565418567605342 9.8492320500692099e-05 -0.075112778694246596 0.022559622629217374
leaf_weight=4.2169494574921975 0.040708960402460304 0.97622433185460966 0.6606465303339063 1.2263171550656009 0.63151664232302085 0.1796989868821014 1.6571090883517094 0.0050734461442648029 0.023336172103881836 0.5458460504277145 0.023359727570272444 0.0089232958009386396 0.0091541469601451597 1.652870450401678 1.2306060685277751 1.4225743014376351 1.4834636298473922 0.70000956619333032 2.4254792609390279 2.2563820848008618 0.73299257905745208 1.0899634828383558 0.6928332138340918 0.62339981032982905 1.0959802949801081 0.063051353907218721 1.395590440239175 33.873035017904691 0.050000056071439758 0.18076860206539891
leaf_count=537 59 21 8 28 19 12 18 63 4 40 79 91 46 16 21 24 45 16 52 43 41 9 22 21 10 9 39 3145 17 78
internal_value=4.39758e-06 -0.00113615 5.40419e-05 -0.00223164 0.00048758 0.00181475 0.000173317 -0.00707509 -0.05834 -0.00153237 -0.0397801 -0.056577 0.000156389 0.000263726 0.00173924 -0.000245683 0.00728086 0.00244531 -0.000733559 0.00577931 -0.0120052 -0.000167816 -0.0043999 -0.0144499 0.000165059 -7.10927e-05 -0.00468499 0.000265369 0.0195038 0.00139719
internal_weight=61.1739 7.89135 6.91513 6.25448 5.02817 4.39665 53.2825 0.656402 0.0640451 0.592357 0.0465106 0.0414372 0.0180774 52.6261 11.9086 8.76804 3.14057 7.53744 3.85848 3.67896 1.433 40.7175 2.9691 1.31623 37.7484 36.6584 2.49157 34.1669 0.29382 0.230769
internal_count=4633 625 604 596 568 549 4008 382 63 319 279 216 137 3626 260 197 63 176 109 67 57 3366 59 43 3307 3298 49 3249 104 95
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=0 2 2 2 1 1 1 2 2 0 0 1 1 0 1 2 2 0 2 2 0 2 1 1 1 0 0 0 1 0
split_gain=0.00135635 0.00888483 0.0185216 0.0100606 0.00975438 0.00885681 0.0116656 0.00734656 0.0249786 0.0224118 0.00723968 0.0157371 0.00676374 0.00822568 0.00660907 0.0231491 0.0299289 0.0223894 0.140772 0.111444 0.0579047 0.0357733 0.0251281 0.0106267 0.00913644 0.0563133 0.0392447 0.0154858 0.0196805 0.0109991
threshold=0.48271009850000007 40.165165956550005 40.250747516500006 39.427119987250002 0.34524415440000006 0.34494476210000008 0.3453339720000001 39.262923716450011 38.804629908750009 0.47604862130000009 0.48458129995000004 0.34587287805000005 0.34614233110000009 0.48847339900000003 0.34569324270000007 41.976795488650005 41.681597818500002 0.48119816770000007 42.684965421050009 42.154118731400011 0.48032993025000009 42.686561923500008 0.34587287805000005 0.34626208795000007 0.34479506600000004 0.47961138885000004 0.48149755995000004 0.48001556840000009 0.3453339720000001 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 -2 -7 8 9 -1 -8 -12 -13 -14 24 16 -16 19 -19 -17 21 -21 -23 -24 25 -4 27 29 -29 -26
right_child=5 2 14 4 -6 6 10 -9 -10 -11 11 12 13 -15 15 17 -18 18 -20 20 -22 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0019564037089906026 -0.0068594931271079747 0.018515865299378844 0.0013773108223418618 -0.00030910585117956889 -0.014212514173888528 0.011956513998747337 -0.0039916160732983083 0.01099856009521033 -0.040808006441514028 0.040207193124270554 0.015114369458430822 -0.010697908699899601 0.0095616759778408555 -0.00015627538167801262 0.0010002149412812707 0.099718640669659631 0.026644903331072247 -0.11524473629486878 0.082450772064737776 -0.10058103942922503 -0.10960134928453909 0.078005306080150258 -0.10039674174326155 0.0038751378182661925 0.0021798868400788609 0.051224375371276124 -0.016677118111606094 -0.0023350319870386357 0.013354039298634558 -0.0055321194754680602
leaf_weight=1.5780696411433912 1.9907407196296834 0.62187048303894954 3.7481966437672898 0.85754476438887683 1.2260863103417259 0.79702981346053903 4.5636044092534567 0.56249046356947463 0.15259855155500179 0.13701266856514838 0.69875984871760621 0.58685430185869591 0.89899756424708854 27.976058416970922 1.2140524296296402 0.083236284321174081 0.72796787580824673 0.10135725229338277 0.055873327160497865 0.027764594067775761 0.07214170417864807 0.050895716088064091 0.012312913445441609 0.047395300562220133 3.7991517894369711 0.24122306671415561 1.4310685340315092 1.3903609905391934 1.8815397139842387 3.6034524837150457
leaf_count=239 29 9 389 33 28 28 61 8 21 15 20 4 47 2985 28 7 39 3 60 25 5 14 16 110 227 12 21 20 33 97
internal_value=4.98007e-06 0.00059852 0.00154105 -0.00339181 -0.00849039 -0.000368809 -5.04778e-06 0.000979724 -0.00203765 0.00141192 -0.000279603 0.000282061 -6.97226e-05 0.000146284 0.000970074 0.0058735 0.0106131 -0.0145366 -0.0449918 0.00176483 -0.0369664 0.000903609 0.026379 -0.0176276 0.000241034 0.00439135 -0.00112671 0.000958041 0.00668713 -0.00157418
internal_weight=61.1357 23.6237 19.1099 4.5138 2.08363 37.512 35.5213 2.43017 1.86768 1.71508 34.7243 30.1607 29.4619 28.8751 18.488 2.393 1.94202 0.450977 0.157231 0.293747 0.21051 0.138369 0.110604 0.0597082 16.095 3.98942 12.1056 10.6745 3.2719 7.4026
internal_count=4633 1459 1115 344 61 3174 3145 283 275 254 3117 3056 3036 3032 1106 307 67 240 63 177 170 165 140 126 799 401 398 377 53 324
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 1 2 1 0 1 0 0 1 0 1 1 0 1 2 2 2 0 2 0 0 1 0 2 0 2
split_gain=0.00123301 0.00722386 0.0184549 0.0239441 0.00499182 0.00346809 0.0430366 0.0821072 0.0274476 0.0298495 0.0125003 0.0101763 0.0622417 0.0209393 0.00958664 0.0606786 0.0665273 0.0105918 0.0255495 0.0273446 0.0593622 0.100361 0.0322895 0.0227291 0.0175984 0.0158773 0.0172947 0.0124901 0.009378 0.0087343
threshold=42.243697547450004 42.027798546600003 0.35027394390000005 0.3459626957000001 41.965446242000006 0.40115565405000009 41.243661560350013 0.41917906650000009 0.55788748840000013 0.46280051495000007 0.5380527529500001 0.48588365620000007 0.34587287805000005 0.48368312325000012 0.34626208795000007 0.35696536035000009 0.49194634890000005 0.39019789825000006 40.722669576350008 39.955516828000007 39.198779702000003 0.51809826055000008 37.500638522700008 0.51657136015000005 0.52324780695000006 0.36618664115000005 0.52889135055000014 41.257948413050009 0.51657136015000005 41.087689990200012
decision_type=2 2 2 2 2 2 2 2 2 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 11 10 -8 -9 -10 -7 13 -13 -1 -14 16 -16 18 19 20 22 -22 25 -24 -19 -17 28 -26 -27 -12
right_child=-2 2 -4 -5 -6 6 7 8 9 -11 29 12 14 -15 15 17 -18 24 -20 -21 21 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=0.0003486962243043313 -0.00074643514947211941 0.011342930607739292 0.019047483622686628 -0.013663487114152342 -0.0088506106298724668 -0.015098494236595606 -0.10388006875867642 0.031019399359736795 -0.10067009284748628 0.043790868550195525 2.6000700688533814e-05 0.048437740482936038 -0.0069463439282458073 -0.011420330305686652 -0.00081308167720625158 0.0053402458398109018 0.10048369698356641 0.02125407559644359 -0.026154572650552134 0.029202060514534181 0.0021691758324690591 -0.10478801609882103 0.0044379730637617862 0.04696412374755464 -0.00068619112389641228 -0.011589248123320985 -0.00024097727237764623 0.015494636471084408 -0.04185502331403583 0.020574546970720951
leaf_weight=21.012636073549956 16.078639732573038 0.8164285420167936 0.71641421226516389 0.72111457167193294 0.6302973693876045 0.54435725830278592 0.1177677575703906 0.12067867133663412 0.041100470475612383 0.021937839771422829 9.3584029623786495 0.29766564612509583 1.0662510022520999 1.6289519504547261 0.127461828215928 1.1783467051254795 0.13195563168119406 0.58153574452444479 0.3997829293873848 0.30376393292681303 0.22290039971994691 0.1446670803707093 0.2505591862732216 0.25217136977880727 2.5664608537839375 0.19477969083527558 0.53762699803337455 0.5859676960718615 0.21580947539769113 0.21153044330890125
leaf_count=741 1990 35 61 8 57 44 15 31 23 77 909 35 5 34 26 60 29 41 34 23 32 20 29 18 146 26 6 34 23 21
internal_value=5.22016e-06 0.000273793 0.00579143 -0.000385191 -1.71514e-05 0.000115051 -0.00146804 -0.0386993 0.00308338 -0.0503965 -0.000358256 0.000635223 0.00346802 -0.000498028 0.00193995 0.00317146 0.0507127 0.00151254 -0.00227906 0.000612821 -0.002285 -0.039927 0.00297724 0.0257692 0.00527008 -0.00241091 -0.0120433 0.00232147 -0.0274972 0.000480199
internal_weight=61.078 44.9993 2.25396 1.53754 42.7454 42.1151 10.4158 0.301485 0.183717 0.0630383 10.1143 31.6993 9.05771 22.6416 8.76004 7.69379 0.259417 7.43437 3.70041 3.30062 2.99686 0.367567 2.62929 0.502731 3.73396 2.12656 0.948216 3.15243 0.410589 9.56993
internal_count=4633 2643 104 43 2539 2482 1120 146 131 100 974 1362 587 775 552 547 55 492 271 237 214 52 162 47 221 115 55 180 49 930
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 1 2 1 0 0 1 1 0 0 2 0 2 0 1 1 1 0 0 0 1 2 0 2 0
split_gain=0.00125701 0.0358278 0.0190052 0.00879846 0.00770786 0.00596745 0.0317964 0.0143357 0.0114742 0.0412619 0.025122 0.100411 0.0479335 0.0137392 0.00959448 0.0246302 0.0118773 0.020282 0.0250046 0.022949 0.00947631 0.029588 0.00811349 0.0115861 0.00716248 0.00656936 0.00470497 0.0263828 0.0198317 0.0196151
threshold=40.148327922700012 40.21994457600001 40.300545846000013 40.467253020850002 0.40115565405000009 0.50291907430000016 0.36551300860000008 39.427119987250002 0.36994401365000007 0.51809826055000008 0.51484985480000012 0.37227927305000003 0.37977904855000005 0.52157121045000021 0.52401125715000008 39.065416244600009 0.5380527529500001 37.817254840650008 0.52863686715000002 0.39591628995000006 0.36551300860000008 0.36476452800000009 0.54088200950000009 0.54353163080000011 0.47976108500000009 0.3447052483500001 39.476991512000005 0.54585192060000021 39.354247760400007 0.54413041525000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 7 -7 20 -8 10 11 -10 -13 -11 15 -15 17 18 -16 -19 21 -1 -18 -24 25 -9 27 -25 -29 -28
right_child=1 2 3 -5 -6 6 8 24 9 13 -12 12 -14 14 16 -17 22 19 -20 -21 -22 -23 23 26 -26 -27 29 28 -30 -31
leaf_value=0.0015480157199690495 0.021534610216323555 -0.013045126053184201 0.009764672838119097 -0.00017994833982318259 0.00011720329263842462 0.049426602442955325 -0.02464713084171323 -0.011602497468838908 0.10045739008159167 -0.02522885783075245 0.061668349157185554 -0.1016658968637922 0.021757255070339002 -0.0031887186428746286 -0.10116124102211205 0.024408385256387978 0.0040680514441169321 0.02419139653902096 -0.015476187095661174 -0.015449963622228708 0.017018179630776377 -0.038961098267712387 -0.014848674314294675 0.042806391237357536 -0.01423060006635673 0.0022555279491127322 0.0034260205425725668 -0.0027716550017194939 0.043021083686545919 -0.031498266788671091
leaf_weight=3.2266511901568502 0.77922791102326172 1.1051522312452977 1.7427713166155117 39.332542072852789 1.5779898532046179 0.13256054371595283 0.18352292268536885 0.6087586746316449 0.075888502760789289 0.22297705512028088 0.16943853432940159 0.068527661373082083 0.058182339617360412 0.82263999005249278 0.052810318622135699 0.53289497574223788 2.8479543548351103 0.19419642522336744 0.095908084670867311 0.58889438370488278 0.3304605434300617 0.19097781258551538 0.67591835559960589 0.14600731228154096 1.2580408842724748 0.78085040211512879 0.51453154254704714 2.3673154809997885 0.098508017354106303 0.23393626245151633
leaf_count=327 34 34 40 2981 31 5 10 19 7 29 12 27 18 31 33 29 34 25 24 58 31 22 19 17 31 28 3 569 16 89
internal_value=4.31313e-06 0.000280397 -9.80871e-05 0.000237372 0.0051803 -0.000741886 0.000773755 -0.00313123 0.000125572 0.000591076 0.0332535 0.00948932 -0.0449928 -0.000702407 -0.000106122 0.0076604 -0.00145308 -0.0120488 -0.0459032 -0.00561942 0.000847909 -0.000715642 -1.88943e-05 -0.00290264 -0.00876421 -0.00381538 -0.000499719 0.00150338 -0.000942265 -0.00748969
internal_weight=61.016 44.5377 43.7585 42.6533 3.32076 16.4784 10.0826 6.39574 9.95005 9.76653 0.372037 0.202599 0.12671 9.39449 9.17152 1.35553 7.81598 0.931809 0.148718 0.783091 3.74809 3.41763 6.88417 4.03622 2.64765 1.38961 3.3603 2.61183 2.46582 0.748468
internal_count=4633 3120 3086 3052 71 1513 1055 458 1050 1040 64 52 45 976 947 60 887 140 57 83 380 349 747 713 78 47 694 602 585 92
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 1 1 1 1 2 2 1 2 2 2 2 1 1 0 0 1 0 0 0 0 0 0 1 2
split_gain=0.00116038 0.0105709 0.0186081 0.0057419 0.00274928 0.024701 0.0834022 0.0169827 0.0242414 0.011233 0.00860878 0.0316605 0.0156082 0.0175143 0.010934 0.0049386 0.0143084 0.00638295 0.00564527 0.011606 0.0452003 0.00761308 0.00474505 0.00693583 0.101896 0.0283117 0.0217976 0.0384431 0.0485031 0.0270264
threshold=39.896141435400004 39.683197198900011 0.51484985480000012 39.955516828000007 0.39019789825000006 39.354247760400007 0.34524415440000006 0.39078171310000004 0.39431454150000006 0.3975479776000001 38.983591653800012 38.621016321050007 0.37820723930000005 36.859113051050009 38.171717059500004 37.995872310650007 37.140760352250005 0.36618664115000005 0.36476452800000009 0.49820364660000011 0.49194634890000005 0.34007963835000005 0.53866650695000018 0.54284302865000023 0.54450465555000005 0.54585192060000021 0.54986377655000018 0.55131582885000008 0.43967246490000006 39.354247760400007
decision_type=2 2 2 2 2 2 2 2 2 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 10 -7 -6 -9 -10 11 12 14 -14 15 16 17 18 19 20 21 -1 -11 -24 -25 -26 -27 -28 -29 -30
right_child=3 2 -4 -5 7 6 -8 8 9 22 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.0047690755035231097 0.010148177623304258 -0.036532410647316653 -0.0031410081353179758 0.00011117567867596354 0.013304784430013242 0.016120768310464557 -0.060597931940353691 -0.036173802026268465 0.012680574570768944 -0.0098990052568823182 0.0095910541603829846 -0.040407787090770336 0.0023779282282483981 -0.03891316330457311 0.025664542132122888 -0.0047286489794976412 0.015630309031986225 -0.0093912452484103334 0.010810214557849184 -0.0076843060846319691 0.10036049729115966 -0.09881782810173706 0.0035183650246239499 -0.097689120210087993 0.051026727156440771 -0.056238830096809293 0.099920936730149124 -0.087918982342212793 -0.0018038047675611115 0.056042127772908228
leaf_weight=0.011450999352316742 0.57690498896516018 0.22027948891627669 0.68858328964057602 47.37420461093766 1.0054065792937761 0.28932580325022161 0.27771875560386849 0.18755737883037671 0.65328986804848899 0.56736968550972999 0.87219400321282581 0.19754937034940656 0.2091449889121576 0.20188685157336295 0.19534826410762196 0.96568550002757536 0.7171803129458566 0.6098347771403495 0.53548490314733499 0.58725006383610889 0.042999494849937037 0.018651085182579304 2.2560264538215051 0.1107440577424087 0.10765286326591184 0.070774171957736942 0.037947562286262726 0.062864278803277718 1.2318331013231638 0.0864358892036029
leaf_count=109 17 35 41 3207 28 16 39 34 35 78 34 27 31 18 23 17 46 17 35 9 13 80 30 12 11 17 3 101 452 18
internal_value=4.61899e-06 -0.000832646 -0.011234 0.000231932 -5.19909e-05 -0.00164142 -0.0214534 0.0013764 -0.00085587 0.000421703 0.000533797 -0.00130656 0.00057978 -0.0179031 0.00264201 0.00135282 0.00368065 -0.00106554 0.00318028 -0.00300689 0.0345684 -0.0594128 -0.00134556 -0.000121382 -0.00492826 0.0015022 -0.00207631 0.000624952 -0.00210327 0.00198902
internal_weight=60.9696 13.0185 0.908863 47.9511 12.1096 5.73171 0.567045 6.3779 5.3725 5.18494 5.16466 4.29247 4.09492 0.411032 3.68389 3.48854 2.52285 1.80567 1.19584 0.660352 0.0731016 0.0301021 4.53165 3.96428 1.70825 1.59751 1.48986 1.41908 1.38113 1.31827
internal_count=4633 1409 76 3224 1333 514 55 819 791 757 459 425 398 49 349 326 309 263 246 211 202 189 722 644 614 602 591 574 571 470
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 1 1 0 2 1 0 0 1 1 1 2 2 1 2 1 0 0 0 1 2 1 0 1 2 2
split_gain=0.00115487 0.0056405 0.00503466 0.0046606 0.00256098 0.0218067 0.0265294 0.0227711 0.0174066 0.0565001 0.0188717 0.0994123 0.0377543 0.0405066 0.032064 0.0145085 0.0145052 0.0129208 0.0288354 0.0205887 0.0174145 0.0142362 0.0224598 0.00587872 0.014088 0.080459 0.0242874 0.0462886 0.0321821 0.0115431
threshold=0.47938684470000009 0.47961138885000004 0.47847369840000004 40.250747516500006 41.243661560350013 0.34488488370000009 0.34512439750000007 0.48077901860000011 41.741384785950011 0.34584293880000011 0.48735067810000005 0.49194634890000005 0.40115565405000009 0.41997245590000004 0.42307116555000007 41.559097512700014 41.16018805045001 0.3459626957000001 42.283941020600004 0.34614233110000009 0.48847339900000003 0.48104847160000008 0.48389269780000005 0.34708541665000009 42.027798546600003 0.3475943834000001 0.51017933595000009 0.42039160505000012 41.835830569250014 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -6 -7 -8 9 -9 -11 -12 -13 -14 -15 -16 -3 18 -10 -19 21 -20 -23 -21 25 -25 -27 -28 -29 -26
right_child=1 4 3 -5 5 6 7 8 17 10 11 12 13 14 15 -17 -18 19 20 23 -22 22 -24 24 29 26 27 28 -30 -31
leaf_value=-0.00014592995413780072 0.0058726708249590212 0.00042112683847963768 -0.00049640271414717505 -0.011961832149724337 -0.016881666814928056 0.017652391597135265 -0.02838139009210083 -0.044766551953035284 0.015108091220151908 0.0040939247504233039 -0.11056400949806799 0.0071153971791647263 -0.087358709468514956 0.099742199044347654 -0.10117670049001973 0.012200248651334913 0.021083598006226421 -0.039141704727492982 -0.0050151441407723244 -0.0046910114396777839 -0.017483590331187623 0.0035266094356894359 0.040665465321601896 -0.11516158881424372 0.010841597732249538 0.058745233637245597 -0.10430536818155672 -0.054739049593099345 0.062738057104933229 6.8296204137693035e-05
leaf_weight=11.759264573559859 1.7094664867036033 24.698580689695149 0.68286175036337116 0.73737770004316872 0.8098886917669067 0.80403485638089733 0.29658520924840814 0.35744035325478973 1.818331054411831 1.6594279427081349 0.095097364857792743 0.713732368703063 0.097556370754318777 0.026209414936602116 0.020607181373958561 0.024955255450560543 0.34448811163991777 0.13897473178803821 1.0657126351725312 2.5218643822008735 0.53179422020912159 0.72167813242413092 0.21028216608101502 0.068875610828398659 1.1437146456490266 0.067577419336885214 0.040644069330028287 0.035802090617366389 0.066879034645381807 7.6252001859289162
leaf_count=1111 41 1526 19 55 26 17 34 27 13 12 3 51 12 14 34 41 39 5 7 23 10 81 18 1 27 11 26 19 38 1292
internal_value=3.44588e-06 0.00023232 -0.000825175 -0.00644917 2.27382e-05 -0.000792744 -0.000146178 -0.000885788 -0.000457768 -0.00745649 -0.0024003 -0.0134176 -0.00295589 -0.0454072 0.0116157 -0.0390784 0.000705356 0.000847639 0.00550289 -0.000880873 -0.00140191 0.00287915 0.0119064 -0.00042132 0.00076864 -0.0213215 0.00932442 -0.0139773 0.021777 0.00147344
internal_weight=60.8949 47.7154 13.1795 1.42024 46.0059 20.9629 20.153 19.3489 19.0524 2.99503 2.63759 0.978158 0.883061 0.169328 0.0717719 0.0455624 25.0431 16.0573 4.3478 11.7095 2.52947 1.99767 0.93196 11.5706 9.04869 0.279778 0.210903 0.143325 0.102681 8.76891
internal_count=4633 3448 1185 74 3407 1842 1816 1799 1765 194 167 155 152 101 89 75 1565 1571 129 1442 116 106 99 1437 1414 95 94 83 57 1319
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 0 2 2 1 1 0 0 2 2 2 1 2 2 2 1 2 1 0 0 0 0 0 0 2
split_gain=0.0010907 0.0292709 0.0153928 0.00758368 0.00683393 0.00562345 0.0250691 0.0577948 0.0111053 0.00721315 0.0156868 0.00705761 0.00704103 0.0269746 0.00893821 0.0115939 0.00654114 0.00629424 0.00483429 0.00374254 0.0254543 0.0513552 0.0273964 0.00296074 0.025977 0.00733396 0.00427124 0.00810407 0.022795 0.0160026
threshold=40.148327922700012 40.21994457600001 40.300545846000013 40.467253020850002 0.40115565405000009 0.50291907430000016 0.51809826055000008 38.911218973650008 38.238138001450004 0.36551300860000008 0.36476452800000009 0.52157121045000021 0.52366695610000014 39.065416244600009 40.003678352300007 39.896141435400004 0.36994401365000007 39.476991512000005 39.788107623550012 39.788107623550012 0.34524415440000006 39.354247760400007 0.3447651268000001 0.52769378160000013 0.52925062125000011 0.5380527529500001 0.54088200950000009 0.54413041525000005 0.54585192060000021 39.354247760400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 8 7 16 9 10 -1 -8 13 -13 15 17 -7 23 -19 20 22 -22 -10 -14 -25 -26 -27 -28 -29 -30
right_child=1 2 3 -5 -6 6 11 -9 19 -11 -12 12 14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 26 27 28 29 -31
leaf_value=0.0021473296411349194 0.019595520657612903 -0.011710794983061408 0.0091468807297650275 -0.00016645064535430388 5.2291612480931286e-05 -0.010073452130086676 -0.018138951535792532 0.064713953616664321 -0.024734941423570932 0.015802413154321251 -0.029331139896188407 -0.015759530050020263 -0.0065718724467664765 0.022321075656734916 -0.012155885816282037 0.013287032083529561 0.01403680569745803 -0.013207960581228036 -0.00038241856385430985 -0.004039258438804586 -0.00040674230414933471 -0.075208380712262948 0.0089323365599824379 0.034037286399100988 -0.01108837931880937 0.0058846603355407895 -0.011113391880812458 0.041260651073363928 -0.0023658628511397375 0.040389224162376176
leaf_weight=2.2336118763801234 0.76928512196590659 1.1093222700924119 1.7351065643384771 39.254733465466181 1.5773501817231781 0.26459042145870526 0.22260925042792123 0.19865951786414371 0.36990511667448822 0.32438314176957295 0.1703857076818166 0.28874334172723948 0.58225096464633352 0.52284096539369784 0.65950392509837019 0.60288766842163699 0.19579174991235959 0.69071772187123592 0.5115367811422169 2.2002455090207889 0.21012576118562387 0.16296726301947917 0.69737265204207688 0.22695353506787785 0.58367661017246053 1.2164368237263259 0.6431837093759899 0.1361189046569965 2.3625365922069164 0.090910354197148879
leaf_count=265 34 34 40 2981 31 11 30 32 38 28 20 25 43 29 49 18 35 61 17 38 29 23 17 22 44 23 17 14 569 16
internal_value=1.79902e-06 0.000258805 -8.17768e-05 0.000221281 0.00481615 -0.000696038 0.000783165 0.019633 -0.00301853 0.001805 -8.3738e-05 -0.000546777 -0.000117291 0.00877286 -0.000985878 -2.25637e-05 0.00018018 -0.00116166 -0.00775093 -0.00663342 -0.0105962 -0.0330801 -0.00273632 0.000194359 0.000943367 -0.000548981 0.000833654 -0.00106697 0.00142831 -0.00078161
internal_weight=60.8147 44.4458 43.6765 42.5672 3.31246 16.3689 9.99995 0.659042 6.369 2.72838 2.404 9.34091 9.1183 0.811584 8.30671 7.64721 0.460382 7.04432 1.20225 3.64062 1.44037 0.373093 1.06728 5.84207 5.25982 5.03286 4.44919 3.23275 2.58957 2.45345
internal_count=4633 3120 3086 3052 71 1513 1055 78 458 313 285 977 947 54 893 844 46 826 78 145 107 52 55 748 705 683 639 616 599 585
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=0 1 2 0 0 2 1 0 1 2 2 2 1 2 0 2 0 1 1 2 1 2 1 0 0 0 2 0 0 1
split_gain=0.00112635 0.00679841 0.00786011 0.00647975 0.0123755 0.00868302 0.00440996 0.0159788 0.00434196 0.00423474 0.00974495 0.00788842 0.0091523 0.0143664 0.00505442 0.0125129 0.00727162 0.00627448 0.00838658 0.00742948 0.00464709 0.00453355 0.00732903 0.00976376 0.00406597 0.0041488 0.00404071 0.026679 0.0317333 0.0356926
threshold=0.53998383280000006 0.41917906650000009 37.765550062200006 0.54695967185000016 0.55234873210000013 40.636252116050009 0.45736654595000009 0.56300709560000006 0.4172030777500001 41.772405911750006 40.767054867700004 42.654057868200006 0.46112391845000006 41.808689985400001 0.60134427115000011 48.553014326500012 0.62071494865000021 0.49585341755000006 0.4985778869000001 48.109449608500007 0.51869704500000013 38.911218973650008 0.4671267327000001 0.63378341965000018 0.59751205050000011 0.59930840395000018 40.806664626150003 0.56345618395000019 0.55980359870000018 0.44720217960000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 26 -8 -4 10 21 12 -11 -14 15 -13 -16 -18 -19 -20 -21 -9 -23 -24 -15 -26 27 28 29 -6
right_child=1 3 8 4 6 -7 7 9 -10 11 -12 14 13 24 16 -17 17 18 19 20 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0002022375372107538 0.0022214382263535193 -0.00062607237564874657 -0.015203041707876256 -0.027587844070423435 -0.070409279329731095 0.013213598313677322 0.066338378985786983 -0.049299468800505571 -0.0053553844425898514 0.085335398619510339 -0.10032146440904388 -0.10065666784878709 0.098600471950790913 -0.10034772384143301 0.058277775041446302 0.012391643906510028 -0.064444032628866693 0.097456962269798372 -0.079115063564317994 -0.035926089942855559 0.037118769953178296 0.07011164394708784 -0.10020951900410871 0.076357102070513272 0.10008470631425159 -0.10011218250086895 0.0014412132190279271 -0.00022803607790613107 -0.10169635871326055 0.024856773124626613
leaf_weight=49.99142945926689 1.1053393756266978 0.95452460586147914 0.61984508710539854 0.16879639610488073 0.067289129576297735 0.8633853139654093 0.045500764064890203 0.012650801215483704 1.6124833985122675 0.025169807719066739 0.012517456408812078 0.016324545229565501 0.0087238433197853738 0.0097746013419381939 0.022957875772661396 0.02446387936742056 0.014773390034804379 0.0089734568864514586 0.011247910650671322 0.012995390964988474 0.026409917383929837 0.015163649492478726 0.0080839837486141874 0.0051124843317467148 0.002485907170921565 0.0017737839769633723 3.1915905427981102 1.7673719068574971 0.056630816992537802 0.094643868738785386
leaf_count=2782 36 40 120 29 60 51 17 325 21 4 97 90 4 16 63 63 23 3 125 16 63 15 53 44 1 71 203 169 22 7
internal_value=2.2674e-06 -0.000924477 -0.00467499 0.000755936 -0.000919768 0.00594684 -9.57185e-05 0.0120124 -0.00808976 0.00169583 -0.0230909 0.00882627 0.0437827 -0.00217329 -0.00330137 -0.0328531 0.00907942 -0.00610188 0.00835325 -0.00743189 0.0130295 0.000481652 0.0226879 -0.0318053 -0.0648152 0.0167204 -0.000762458 -0.00430397 -0.0372632 -0.0147298
internal_weight=60.7784 10.787 3.33767 7.44934 5.63143 1.81791 5.46263 0.285103 2.23233 0.239603 0.0535284 0.186074 0.0479279 0.0227581 0.138146 0.0407884 0.0973579 0.0744001 0.0596267 0.0506532 0.0394053 0.0410109 0.0283601 0.0131965 0.0140343 0.00425969 5.17753 1.98594 0.218564 0.161933
internal_count=4633 1851 177 1674 1583 91 1554 1093 141 1076 534 542 96 92 446 153 293 230 207 204 79 437 112 97 88 72 461 258 89 67
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 1 0 0 1 2 2 0 0 2 0 2 2 0 1 2 0 0 2 1 1 2 1 0 2 0
split_gain=0.000985497 0.00557523 0.0269128 0.0182173 0.0054516 0.0275879 0.00462624 0.00674994 0.00546719 0.00356417 0.0222539 0.047779 0.0186029 0.0131978 0.0100335 0.00761806 0.00838 0.00694135 0.00979385 0.00713812 0.021021 0.0284947 0.0489649 0.0191532 0.0139959 0.023829 0.00950229 0.00889379 0.00538187 0.00497532
threshold=0.54413041525000005 0.42209814075000007 39.955516828000007 0.42802610700000004 40.679780036550007 0.42926858475000007 0.53998383280000006 0.54353163080000011 0.41625999220000004 40.806664626150003 39.476991512000005 0.55688452445000014 0.54585192060000021 39.354247760400007 0.54585192060000021 38.751720283100006 38.396531328800009 0.55234873210000013 0.42473279245000012 42.546237522150008 0.56579144335000009 0.57212358910000016 40.858951393400005 0.45932756505000005 0.4417083321000001 43.521589032450009 0.43593006200000012 0.59930840395000018 49.960114208400007 0.55688452445000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -5 -6 8 -8 -1 10 12 -12 -2 15 -11 16 -14 18 -16 20 29 -22 -23 -24 25 -21 28 -25 -27 -19
right_child=9 2 3 4 5 -7 7 -9 -10 14 11 -13 13 -15 17 -17 -18 19 -20 24 21 22 23 27 -26 26 -28 -29 -30 -31
leaf_value=2.9137972342506383e-05 0.037730071248968836 -0.00016425653094239223 -0.0039081438999085854 0.10110026206230488 0.093551039439413952 -0.10064583881070782 -0.0075698888421059235 0.0024736837121491304 0.0050989551841405618 0.033405684703309256 -0.051442914775913222 -0.0020295845786726021 3.4314345853766813e-05 0.037281514178564908 -0.045006183844589709 -0.011124381334635072 0.033879652049037493 0.0077348986544661744 0.0012468710079214097 -0.10144593689426276 0.061126565939763122 0.089152831947659994 -0.10066507596457226 0.031348052152321858 -0.0012373732047030912 -0.10013661663495461 0.058484723062339553 -0.1001460466804845 0.010992394678763177 -0.0043863600419304007
leaf_weight=47.724804351708023 0.13392764080378805 0.58676024501619206 0.04179651505427269 0.044115892145782709 0.03337807321609354 0.0093686310406644741 1.8162589382706065 1.0594896298675849 2.2262847843503542 0.093572820182999172 0.27669424902705941 0.66833357669340054 1.6227232850485229 0.088875567413197021 0.079938943467285362 0.65635005398497259 0.076609084742613187 0.62501621484989323 0.10713266198945348 0.037699350339607807 0.14669121419137809 0.035455535288292594 0.039853195527257412 0.024695282611965297 1.7100323075070436 0.0084180564366267419 0.019899604578583308 0.006496897261054956 0.009035428713545457 0.73903405122473487
leaf_count=2634 14 14 15 2 21 85 47 14 31 30 34 156 468 16 38 72 29 13 12 29 27 6 23 39 523 46 16 130 18 31
internal_value=1.54363e-06 0.000149309 0.00891791 0.0503378 0.0764399 0.0509897 3.05582e-05 -0.00386961 0.000255096 -0.00109631 -0.00336999 -0.0164973 0.00144123 -0.000546889 0.00107892 -0.00197408 0.00156013 0.000236188 -0.0185179 0.00126735 0.00607957 0.032542 -0.00682955 -0.05473 -0.00309241 -0.0453584 0.0112491 0.00395966 -0.0426067 0.00116768
internal_weight=60.7487 53.5423 0.715419 0.128659 0.0868626 0.0427467 52.8268 2.87575 49.9511 7.20649 3.52351 0.945028 2.57849 2.44456 3.68297 2.35568 1.69933 3.5894 0.187072 3.40233 1.61724 0.253192 0.106501 0.0710454 1.78508 0.0750524 0.0373531 0.0311922 0.0174535 1.36405
internal_count=4633 2863 137 123 108 106 2726 61 2665 1770 789 190 599 585 981 569 497 951 50 901 269 225 198 192 632 109 80 169 64 44
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 0 0 0 2 2 1 0 0 1 1 1 0 0 1 0 1 0 2 0 1 1 1 1 0 1
split_gain=0.000973525 0.00293463 0.0694967 0.0295949 0.00889911 0.00104055 0.00471935 0.00435047 0.00442863 0.00330259 0.0334026 0.0351641 0.0170878 0.00706768 0.0138505 0.0117199 0.00339139 0.00849328 0.00271528 0.0145112 0.0123443 0.0121491 0.00814698 0.00621609 0.00920571 0.00765899 0.00806793 0.00267165 0.0302964 0.0113785
threshold=49.292797572200008 0.31118828780000007 49.064150740050003 0.39614083410000006 44.952171034750002 0.47938684470000009 0.47961138885000004 0.47847369840000004 40.250747516500006 43.895345911700005 0.34524415440000006 0.50947576420000018 0.52366695610000014 0.38772791230000009 0.39170982905000007 0.40115565405000009 0.48032993025000009 0.4995209724000001 0.43593006200000012 0.53312775065000018 0.44618424600000006 0.58887458460000019 45.321989007550009 0.61797550970000004 0.49585341755000006 0.4985778869000001 0.51869704500000013 0.34491482290000003 0.48320409570000006 0.34506451900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -3 -9 27 -11 16 -13 -14 -15 -16 -12 -18 19 22 -20 -22 -17 -23 -25 -26 -27 28 -8 -29
right_child=-2 5 -4 -5 -6 6 9 8 -10 10 11 12 13 14 15 18 17 -19 20 -21 21 23 -24 24 25 26 -28 29 -30 -31
leaf_value=-0.10018377995488248 -0.0026094516654229022 -0.00010206307415600953 0.071134016092486971 -0.093978769152461838 0.073175773037863018 0.0054004484103127035 0.012755946318007675 -0.00020491479189875848 -0.011381044988040146 -0.101071483068069 0.0836091376960304 -0.10090604023103898 -0.046204411445764745 0.067146365874260566 -0.10020762077797292 -0.027879541723485363 0.01391278028098695 0.081070316996100192 0.07679551359492498 -0.075063940671101892 -0.10044029646565339 0.03285766950819935 0.064647345462770178 -0.070792533507830227 0.10027496187906132 -0.077835993340828233 0.021581903366146571 -0.0096769419843043322 -0.0073503490246245159 3.6233512897644505e-05
leaf_weight=0.0035550844669377515 1.395139105974933 10.243609538638138 0.09386387035374355 0.057055812292801988 0.017722144242725335 1.7039268404478196 1.5195957636460726 0.68287076370324828 0.73745778971948539 0.026216809987087142 0.043614773312583566 0.016701426058414626 0.026477787220755999 0.034443808253854513 0.011283871229522902 0.016869870793016162 0.036485014879348909 0.03891978963714493 0.024306746478032437 0.023686603500152614 0.011182602237738593 0.056489569045822918 0.021830527781276032 0.019142951089634153 0.0080389361828565598 0.011402052082530645 0.028731389632383753 1.2425176659598935 1.4786525561939923 41.08027940274529
leaf_count=132 314 873 15 60 13 41 22 19 54 8 4 39 25 5 84 12 31 25 8 35 75 41 34 15 1 71 52 19 22 2484
internal_value=1.60731e-06 6.30196e-05 0.0130987 -0.0564432 0.0442102 2.5067e-05 0.000232958 -0.000821203 -0.00600774 4.06117e-05 0.00851007 0.0151973 -0.00251321 0.00307841 0.0079582 -0.000792752 0.0614138 0.0485758 0.0042676 -0.013417 0.0111937 -0.000618978 0.024314 0.00839732 -0.0121293 0.0111826 -0.00666307 -4.45713e-05 0.00284008 -0.000248927
internal_weight=60.7121 59.3169 0.172197 0.078333 0.0212772 59.1447 47.4808 11.6639 1.42033 45.7769 0.455825 0.429608 0.310588 0.293887 0.267409 0.232965 0.11902 0.0754048 0.221681 0.062387 0.159294 0.134988 0.0387004 0.123805 0.0673153 0.0481724 0.0401334 45.321 2.99825 42.3228
internal_count=4633 4319 220 205 145 4099 3153 946 73 3112 565 557 497 458 433 428 60 56 344 81 263 255 46 180 139 124 123 2547 44 2503
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=0 2 0 2 2 2 0 2 2 0 2 2 1 1 1 0 0 2 1 0 1 2 1 2 1 2 0 2 2 0
split_gain=0.00104083 0.0409279 0.00995016 0.00356446 0.001493 0.0526395 0.0070132 0.00658759 0.0166205 0.0395705 0.0104029 0.00269347 0.0038261 0.0149835 0.0132614 0.00879273 0.00817502 0.0127214 0.00532259 0.010188 0.00485286 0.00254202 0.0422121 0.00969618 0.00962493 0.00317537 0.0216307 0.0147751 0.00403373 0.0513256
threshold=0.39614083410000006 48.553014326500012 0.39587138110000003 44.952171034750002 49.064150740050003 49.292797572200008 0.39672464895000009 47.927946529500012 48.96897326980001 0.45798030000000006 48.393869453650005 44.578137159850009 0.4172030777500001 0.44618424600000006 0.34506451900000007 0.54191491270000014 0.60134427115000011 45.711398460000005 0.37644082515000005 0.47905751325000007 0.49585341755000006 43.735142172100005 0.34527409360000011 43.564719632750005 0.3465914194000001 43.182896969600009 0.49067393190000008 43.084051236300006 42.844429421150004 0.48389269780000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -2 11 9 -9 -11 21 14 -14 -13 18 -15 -18 19 -16 -19 23 -23 25 -24 27 -27 28 -8 -30
right_child=4 -3 -4 -5 5 -7 7 8 -10 10 -12 12 13 16 15 -17 17 20 -20 -21 -22 22 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10016165595200176 -0.010491187799132412 -0.065189815877215965 0.10047711202328238 0.025956896763357662 0.079612040551166552 -0.0015209939137264023 -1.941788657029299e-05 0.089241193480477432 -0.031257648574227991 0.031341357077672369 -0.023178059000015794 -0.0032456227356796939 0.071094981586334829 -0.0507665741277636 -0.083070229323584766 0.015085188388401095 0.099406085141796496 -0.077379738536535209 -0.10044875915988534 0.020455591650331815 0.015699562031082987 0.052866591844570626 -0.029697818324462388 -0.011781343857526909 0.00084615543639173126 -0.0017586267896434157 0.018030598917990664 -0.015528834892697489 0.017502258541611741 -0.042159891425508175
leaf_weight=0.0033124078902123655 0.63763640671198274 0.05562678625483386 0.027785936370491982 0.0069280372117646039 0.08487225175582902 1.3839162909436054 50.96264691949618 0.071461928542702391 0.05982918156814776 0.058011200428154552 0.088227156291850406 0.50930871110017761 0.029867899403054565 0.031857472450212754 0.02348828136464931 0.018053010595906471 0.012656637085456168 0.010095681732309458 0.024588254356885386 0.015968384063342 0.012582317325467329 0.15841829660871831 0.11368026272747034 0.69581427559535214 1.1157103987124759 2.1516008681072374 0.74311793494938161 0.61189589321956006 0.78352070202739033 0.17670996489083701
leaf_count=173 18 21 2 10 18 311 2954 5 13 36 39 44 28 27 74 22 8 13 130 27 32 23 28 44 224 50 61 73 59 66
internal_value=1.55042e-06 -0.0105324 0.069423 -0.0148378 1.78338e-05 0.00316718 -6.04135e-05 5.33201e-05 0.0154234 0.0282524 -0.00155079 -1.99708e-05 -0.00623769 0.0121641 -0.00925773 -0.0465549 -0.0140316 0.0190884 -0.06393 -0.0411726 -0.025737 5.4459e-05 0.00428232 -5.00832e-05 -0.00197821 9.71809e-05 0.00332157 -8.04859e-05 0.000101568 0.00652271
internal_weight=60.6792 0.0936532 0.0380264 0.0102404 60.5855 1.46879 59.1167 58.4791 0.277529 0.2177 0.146238 58.2016 0.688467 0.09706 0.591407 0.0820979 0.0671921 0.0353346 0.0640449 0.0394567 0.022678 57.5131 1.38781 56.1253 1.22939 55.4295 2.89472 52.5348 51.9229 0.960231
internal_count=4633 206 185 183 4427 329 4098 4080 93 80 75 3987 405 108 297 253 80 53 231 101 45 3582 275 3307 252 3263 111 3152 3079 125
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 2 2 2 1 2 1 0 0 0 2 2 1 1 0 0 2 0 1 0 0 1 1 1 2 2
split_gain=0.00114106 0.00429493 0.00401439 0.0140978 0.00489252 0.00424903 0.00915238 0.00613108 0.00629623 0.0107219 0.00411924 0.00398262 0.00891135 0.00443142 0.00490467 0.00373754 0.00444569 0.0069654 0.00357689 0.00237599 0.00542882 0.00378001 0.00286676 0.00788671 0.00422826 0.0125131 0.0240017 0.0307917 0.0648898 0.0360213
threshold=0.54504356155000011 0.54585192060000021 0.45736654595000009 0.56300709560000006 0.58454836680000011 41.772405911750006 40.767054867700004 41.808689985400001 0.46097422230000007 44.749265482150008 0.49284452560000008 0.60710757165000018 0.58035687555000015 0.6310290111500001 48.109449608500007 40.722669576350008 0.46636328255000009 0.49146732130000009 0.66718062335000017 0.54353163080000011 40.330620469300008 0.54284302865000023 0.42039160505000012 0.53998383280000006 0.53634621715000008 0.39563186730000005 0.40206880030000008 0.39900002995000006 43.61821939175001 36.772607578000013
decision_type=2 2 2 2 2 2 2 2 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 5 6 10 -7 -9 -10 15 12 -11 -13 -15 16 -5 -18 -16 21 -21 22 23 24 25 -1 27 28 29 -27
right_child=1 2 3 4 -6 7 -8 8 9 11 -12 13 -14 14 18 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00012263704371614538 -0.01741497222874187 -0.0013188189388805569 0.063143721426179397 0.030487812771846735 -0.10036094500692699 0.098109510784414961 -0.10031316909950883 0.038495025092149901 -0.076192723265131421 0.024791529374458589 -0.1001522405246965 0.060207021621070569 -0.10029379245525315 -0.033045153329526664 -0.0068825863627802637 0.10014269567467625 -0.10020515168355942 0.056564405675945832 0.058946670142066719 -0.0015717396308721886 0.011143403904282251 -0.0073931357168971036 0.0065843816132024127 -0.0081547428255974042 0.0025311845228987652 0.015061334509111304 -0.062711555925473908 0.00439965143068991 0.077206785130196909 -0.10142061090485768
leaf_weight=42.04308559781331 0.15972500638781362 6.4783639451173443 0.043690749703749504 0.018635200337136823 0.0046604841068819671 0.0076837592159790793 0.011572095339409727 0.044750330536771799 0.018174387247229973 0.013355116767343134 0.0036534156835486822 0.019196823634729299 0.0099304963344089003 0.021351863427753415 0.015402194892260468 0.0041829203255474559 0.0082658880783690464 0.0043129403238961759 0.017785152468832166 0.7273381490202826 0.62375002183307515 0.67333668563514848 0.68287523301507391 1.1420240398695103 6.9873808951233505 0.035147987051460272 0.084389760471879072 0.59523645387340984 0.036006376723207723 0.10851199764067587
leaf_count=2291 16 619 19 53 115 4 94 19 263 20 213 34 54 38 24 1 118 6 20 22 34 16 136 32 60 12 85 30 90 95
internal_value=2.42269e-06 -0.00120771 -0.000823915 0.011202 0.00102152 0.0031864 -0.022204 0.010854 0.00666231 -0.00570378 0.00094268 0.00750042 -0.028553 0.018886 0.0043417 0.011377 -0.00051833 -0.0464531 0.0283954 0.000157908 0.0042984 5.11243e-05 0.00014805 6.19233e-05 0.000250011 -0.000121517 -0.0120674 -0.00655206 -0.0428352 -0.072922
internal_weight=60.6438 6.90469 6.74497 0.266604 0.222913 0.218253 0.0506225 0.16763 0.159946 0.115196 0.0390504 0.0970216 0.0232856 0.073736 0.0545392 0.0353969 0.031214 0.0125788 0.0331873 53.7391 1.35109 52.388 51.7147 51.0318 49.8898 42.9024 0.859293 0.774903 0.179666 0.14366
internal_count=4633 1730 1714 1095 1076 961 485 476 472 453 391 190 74 116 82 178 177 124 44 2903 56 2847 2831 2695 2663 2603 312 227 197 107
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 2 1 2 1 2 0 0 1 1 1 1 1 0 2 1 2 0 2 0 2 2 0 1 2 0
split_gain=0.00112791 0.00586158 0.018877 0.00557688 0.00452659 0.00342758 0.00604191 0.00359034 0.0106541 0.0106391 0.0100176 0.0872808 0.0860786 0.0242974 0.00676214 0.00382789 0.0196957 0.0245818 0.0179915 0.0250712 0.0129466 0.0115222 0.0158179 0.00973254 0.00541269 0.0210975 0.0207576 0.0150212 0.0139493 0.0116868
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 0.35027394390000005 41.965446242000006 41.835830569250014 0.3459626957000001 41.319407281650008 0.34587287805000005 41.542492784600007 0.48458129995000004 0.49194634890000005 0.39500314360000005 0.46280051495000007 0.34512439750000007 0.34512439750000007 0.34524415440000006 0.47868327295000007 40.621691032550004 0.34458549145000011 40.148327922700012 0.47697673720000006 38.983591653800012 0.47820424540000012 40.94178426300001 41.184662530950007 0.5206281249000001 0.34536391125000004 41.11191809080001 0.48149755995000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 15 9 14 -10 -12 -13 -14 -9 18 17 -17 20 -20 21 22 -1 -22 27 26 -26 -18 -28 -27
right_child=-2 2 3 -5 -6 6 -8 8 10 -11 11 12 13 -15 -16 16 24 -19 19 -21 23 -23 -24 -25 25 29 28 -29 -30 -31
leaf_value=-0.00074875969064322359 -0.00071966483724879445 -0.0070437452110723459 0.0059606522054535815 0.018428763379470216 -0.0084856478672015612 0.011373117635529117 -0.00015004944190027104 0.002540748436718802 -0.0052803920679948598 0.0073863088259436801 -0.10939053903471085 0.063777957754040618 -0.081730297114557843 0.047581625090697799 -0.0067352723145888971 -0.00220204417828203 -0.013853866281803268 0.025844452935226855 -0.0020646098917846355 -0.036878037431018341 -0.00020034688996612449 -0.0090100542185203164 0.03145227379804915 0.013250149000325232 0.02305835459628984 0.0052676164893768994 -0.026962957335343825 0.00021765941835137962 0.012884246782815379 -0.0099115175612642503
leaf_weight=1.6182522982282237 15.978480495538959 0.80159707869561936 0.72691001184284665 0.70832400199248902 0.62000281092418319 0.73486033011290786 1.1948837325157198 1.3496419940313713 1.5961539283598538 1.4761717745837097 0.087944610859267303 0.12470914668011801 0.085492286202224932 0.01750596329066223 1.8814377790899923 0.57335232076255482 0.78663794011675747 0.68689587595872581 0.55296650098394184 0.33050140796876804 1.1004414539572738 1.8252047063433563 0.16842574905172103 1.0524660458322612 0.84983826448206057 1.0422185808344013 0.16539503782805198 21.296457332493983 0.18738839655102524 0.98813088078249389
leaf_count=199 1990 40 7 57 57 26 44 30 36 46 4 29 62 57 32 66 24 14 33 22 26 33 23 25 47 7 32 1493 16 56
internal_value=1.30501e-06 0.000259426 0.00524856 0.012114 -3.81904e-06 0.000122069 0.00423805 -7.72805e-05 -0.00220405 0.000352768 -0.00849944 -0.0247772 0.00790201 -0.059752 -0.00286062 0.000346418 0.000883272 0.0130846 -0.00179965 -0.0150882 0.000236845 -0.0034219 0.00228675 0.00637504 0.000275881 0.00409741 0.0145937 -0.000283593 -0.00579727 -0.00211977
internal_weight=60.6087 44.6302 2.23683 1.43523 42.3934 41.7734 1.92974 39.8436 6.61906 4.70725 1.91181 0.315652 0.227707 0.102998 3.23108 33.2246 26.5763 1.26025 6.64826 0.883468 5.76479 3.61188 1.78668 2.15291 25.3161 3.23297 1.20262 22.0831 0.352783 2.03035
internal_count=4633 2643 104 64 2539 2482 70 2412 296 108 188 152 148 119 62 2116 1755 80 361 55 306 255 222 51 1675 158 95 1517 48 63
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 1 0 1 0 1 2 1 0 0 0 1 0 2 2 2 0 2 0 1 0 1 0 0 0 2
split_gain=0.00898005 0.00699244 0.000829426 0.00319236 0.00321224 0.0230469 0.00682002 0.00426439 0.0037698 0.00379233 0.0147845 0.00705954 0.00307183 0.0076155 0.00460635 0.00742287 0.00528465 0.00320984 0.0051928 0.00218902 0.00198173 0.0054566 0.00446493 0.00230372 0.00644668 0.00380129 0.00194685 0.0178797 0.0527548 0.00960909
threshold=0.39587138110000003 0.3733870243500001 0.54504356155000011 0.54585192060000021 0.46280051495000007 0.46551001470000003 0.56685428580000019 0.58454836680000011 0.68131193680000013 0.51869704500000013 48.109449608500007 0.50634711535000021 0.66011496660000013 0.63528038085000016 0.60710757165000018 0.48616807880000007 0.58887458460000019 44.749265482150008 40.94178426300001 42.498713093000006 0.54353163080000011 40.00488309970001 0.54284302865000023 0.42039160505000012 0.53998383280000006 0.41625999220000004 0.56300709560000006 0.55877069550000014 0.56065686655000013 41.16018805045001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 20 -4 26 -6 -7 8 9 11 -11 12 13 14 15 16 -8 18 -16 -18 22 -22 23 24 25 -2 27 29 -29 -5
right_child=2 -3 3 4 5 6 7 -9 -10 10 -12 -13 -14 -15 17 -17 19 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.018590237087508361 7.0407569946205091e-05 -0.10089463173943541 -0.01497640671602031 -0.003209274456779996 0.077590552020910794 -0.1003457566339272 0.02059008435321516 -0.10032624931597303 -0.10014261825861584 -0.10020992873262656 0.0859371352387438 -0.10042088171894442 0.043593804416778598 -0.10014644028067687 0.036486588932519756 -0.10009510268289959 -0.10018000810927281 0.063269185858112406 -0.10008520760480143 -0.01147121057010006 0.010518019142705526 -0.0022151270875505383 -0.0080540059989147508 0.0059454368257477169 -0.0073252589946417078 0.0043121181710748524 0.0002152661386627224 0.0084816662659053538 -0.10210445524132974 0.018061327999202511
leaf_weight=0.007172602853628046 47.589335528660641 0.015443312488954957 0.15981287219574092 1.878751846945123 0.042049955442053283 0.007269985833261188 0.037071081639043393 0.0042153666360102418 0.0035463603618686992 0.0056206756959027151 0.01771254864797811 0.0069999353286188662 0.016045250768395386 0.0075400907922434498 0.010221827669400163 0.0082726291792010187 0.0058396387135548622 0.017748414817106095 0.0038261845726879082 0.0053122468452784233 0.65184654171548462 0.69579061745707804 0.66949541971553017 0.68042730875367041 1.1466430428938554 2.2109075928647135 4.2326046997459246 0.11404008590307047 0.069384016039975904 0.23945359973467351
leaf_count=18 2446 170 16 120 14 11 82 115 87 198 10 146 13 40 51 91 41 23 30 11 17 39 16 136 32 29 479 32 27 93
internal_value=1.35274e-06 -0.0630002 2.48891e-05 -0.00100769 -0.000676157 0.0118303 -0.00575539 -0.00117007 0.00169758 0.00423721 0.0410967 -0.00299756 0.00309801 -0.00368223 0.00455576 -0.0125798 0.00243336 0.0350021 -0.000710766 -0.0579232 0.000157576 0.00394384 6.00076e-05 0.000165229 8.80306e-05 0.000258721 -0.0010576 -0.00339835 -0.0333499 -0.000804729
internal_weight=60.5604 0.0226159 60.5378 6.89334 6.73353 0.199292 0.157242 0.149972 0.145757 0.142211 0.0233332 0.118877 0.111877 0.0958321 0.088292 0.0564956 0.048223 0.0317964 0.014048 0.0111519 53.6444 1.34764 52.2968 51.6273 50.9469 49.8002 6.53423 2.30163 0.183424 2.11821
internal_count=4633 188 4445 1730 1714 963 949 938 823 736 208 528 382 369 329 225 134 104 81 52 2715 56 2659 2643 2507 2475 751 272 59 213
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 2 1 0 1 1 1 0 1 1 0 0 0 2 2 2 2 0 1 1 1 2 0 1 1
split_gain=0.000927394 0.00507887 0.0159321 0.0191608 0.00364188 0.00281895 0.0159883 0.00518266 0.0127448 0.00494343 0.0772161 0.0122174 0.00861197 0.0281103 0.0116713 0.00903375 0.0359423 0.0287606 0.0168517 0.0126453 0.0570165 0.0386698 0.0822938 0.0244989 0.021611 0.0378698 0.0183411 0.00779833 0.0110771 0.00738727
threshold=42.243697547450004 42.027798546600003 0.35027394390000005 0.3459626957000001 41.965446242000006 42.477827694800006 42.527280425250005 0.35027394390000005 0.53866650695000018 0.34527409360000011 0.3453339720000001 0.34503457980000002 0.47905751325000007 0.34566330350000002 0.34569324270000007 0.48368312325000012 0.48911709230000006 0.48104847160000008 42.546237522150008 43.157831852650006 43.276780833950006 42.670715716450012 0.50386215985000016 0.36510882910000009 0.37977904855000005 0.38334181610000007 43.067541470150012 0.48320409570000006 0.3447052483500001 0.34584293880000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 7 -7 -2 -9 11 -11 27 13 -12 -15 17 -17 -14 -18 21 -21 -20 -23 -24 -25 -26 -27 28 -8 -16
right_child=5 2 -4 -5 -6 6 9 8 -10 10 12 -13 15 14 29 16 18 -19 19 20 -22 22 23 24 25 26 -28 -29 -30 -31
leaf_value=0.00010318521345930336 0.0021321753122584158 0.0097316812790060082 0.017324247799443231 -0.012718349372799531 -0.0076017389471066043 0.032978666733056931 -0.001073668758498366 -0.018205800369909951 0.0016259858828134481 -0.10645278333560784 -0.1028780905016953 0.013823749573004741 -0.0043388286854035779 0.099411564834350083 -0.10021355141000184 -0.023160588249871605 0.015737765457215717 0.020815637894989428 -0.0024720937595104943 0.065171951532149788 -0.00053102879555725192 -0.10344263293440924 0.081141198089620448 -0.089575623090502099 0.10058463725327305 -0.071040691893296898 0.058670528721515937 -0.011452698156271096 0.013205639832199013 0.00277113572819435
leaf_weight=41.708579725819831 0.82916377973840516 0.80599164983974814 0.70450303805830383 0.71959038963541389 0.62262106068730005 0.14431142219979598 2.8844129872031092 0.62905013659747033 0.66833291172940168 0.07005589860324235 0.034913532532629701 0.75003882025498558 1.1797159526413432 0.011387506018081694 0.0080400840266747764 0.74377352806308739 0.62114833463351704 0.73943428688016855 1.8361089377930992 0.13782161286866346 3.1693050601821935 0.1230484865436664 0.03422763776325155 0.029193034744821489 0.030117588117718697 0.042679092454534384 0.014640560672333436 0.52393669344019134 0.66933238418778263 0.052103836844764981
leaf_count=2482 61 35 61 8 57 34 245 32 51 20 29 36 27 6 12 43 10 80 51 23 949 13 5 7 2 63 23 7 32 129
internal_value=5.40224e-07 0.000234898 0.0048862 -0.000857606 -1.01413e-05 -0.000653133 -0.000132631 -0.00404305 -0.00798967 -0.000481276 -0.00188179 0.00209414 -0.00105004 -0.0293215 0.00658048 -0.000704183 -0.00241821 0.005353 0.000136757 -0.00165211 0.00220709 -0.00770081 -0.0427511 0.00675252 -0.0150784 0.00979427 -0.0379099 -6.33768e-05 0.00161578 -0.0109959
internal_weight=60.5376 44.5613 2.23009 1.52558 42.3312 15.9763 13.8497 2.12655 1.29738 13.7054 8.87771 4.82772 8.80766 0.106445 0.0715314 8.70121 6.78206 1.91915 6.03829 5.41714 3.30713 2.11002 0.273906 0.150858 0.11663 0.0874372 0.0573197 4.07768 3.55375 0.0601439
internal_count=4633 2643 104 43 2539 1990 1846 144 83 1812 1492 320 1472 176 147 1296 1189 107 1146 1136 972 164 113 100 95 88 86 284 277 141
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 1 1 1 1 2 1 0 0 0 1 1 1 2 2 0 1 0 2 0 2 2 1 1 1
split_gain=0.000873757 0.00466201 0.0138792 0.0035048 0.00351898 0.00852381 0.00323826 0.0134824 0.00539637 0.00692743 0.0030322 0.0225118 0.0166904 0.0178549 0.0148866 0.00504039 0.0104055 0.010243 0.00391536 0.00350986 0.00279327 0.0112366 0.00492566 0.0117673 0.0110056 0.00569077 0.0135667 0.0165513 0.00533416 0.0109565
threshold=0.47938684470000009 0.47976108500000009 0.34458549145000011 0.47847369840000004 0.34560342505000002 0.34548366815000003 0.34482500525000009 0.34491482290000003 0.34518427590000006 0.34524415440000006 43.895345911700005 0.34566330350000002 0.48634771415000005 0.50947576420000018 0.52366695610000014 0.38772791230000009 0.39170982905000007 0.39670967935000007 44.202975721700007 51.757767929250001 0.61311038590000011 0.48522499325000007 0.58887458460000019 47.309807198350008 0.58035687555000015 48.96897326980001 45.921757303800007 0.40651477500000005 0.42209814075000007 0.43593006200000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -3 -8 -9 -10 -11 -12 -13 18 -15 -16 -17 -18 -14 20 22 -22 24 -24 25 26 27 -19 -29 -30
right_child=1 6 -4 4 -6 -7 7 8 9 10 11 12 13 14 15 16 17 19 -20 -21 21 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00015348671829698346 -0.0029932002854242087 -0.0036634477135951415 0.014419629130184148 -0.022098881752799279 0.0010340513668372073 -0.0017876382848244013 0.014119309246453181 -0.0052434364910052137 0.010305407531095573 -4.6621015213829904e-05 0.10052359199302451 -0.10076529629115533 0.085205567808315008 -0.10079525571212251 -0.041198667039354292 0.056771868782626404 -0.10018262580305926 -0.10042796110836257 0.035424498889564969 -0.056297042616935494 -0.10030938916037985 0.0058783864996907343 -0.0076544353858170643 0.082775398636242767 -0.1003985887818571 0.047978548209798168 -0.10025078858044918 0.077225739509034108 -0.1006621328989783 0.054520007961062891
leaf_weight=11.718660403562323 0.98046962916850933 2.2906053187950866 0.85859439399791881 0.32697387816352719 0.52965956399748393 0.56129814485530005 0.6843495718203475 1.8963190146023396 0.66906678315717627 39.529026844934471 0.024968044366689091 0.015011579787824303 0.023921025254423967 0.014904323937766084 0.02541970253304271 0.034511940924403461 0.010149199944919474 0.0099662015131229964 0.046535508829336547 0.0097955566594655208 0.011902264323353506 0.061231054612633784 0.030100439998250295 0.027569543630692195 0.010037838958254497 0.027522180697136633 0.012431739898147498 0.02188489978857433 0.0065560170760363681 0.014867693259475345
leaf_count=1111 4 41 54 45 19 10 8 32 16 2443 2 4 12 59 25 8 94 12 46 132 19 179 23 25 29 32 46 25 8 70
internal_value=-8.12999e-08 0.000200119 0.00513624 -0.000721657 -0.00541737 -0.00926423 6.44504e-07 0.000194846 -2.91933e-05 0.000214126 4.51989e-05 0.00830757 0.00275037 0.00664194 -0.00314589 0.00148993 0.00525087 -0.00174908 0.0523259 0.00234753 0.00480174 -0.0114034 0.0121657 0.0355762 -0.000907999 0.00980405 -0.00618592 0.0157642 0.0425024 0.00703165
internal_weight=60.4843 47.3477 1.83906 13.1366 1.41793 0.888272 45.5087 43.218 42.5337 40.6374 39.9683 0.439287 0.414319 0.399307 0.328851 0.313946 0.288527 0.254015 0.0704565 0.243865 0.23407 0.0731333 0.160937 0.05767 0.103267 0.0932287 0.0657066 0.0532748 0.0433086 0.0214237
internal_count=4633 3448 58 1185 74 55 3390 3349 3341 3309 3293 850 848 844 786 727 702 694 58 600 468 198 270 48 222 193 161 115 103 78
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 0 1 2 1 2 2 1 1 1 2 0 2 2 1 0 0 1 2 1 2 0 0 2 2
split_gain=0.00104247 0.00360523 0.017709 0.00624227 0.0029826 0.00294473 0.0893287 0.090628 0.030994 0.0236632 0.0672934 0.0613847 0.0119749 0.0541886 0.0120513 0.0168428 0.0128134 0.0454203 0.0360057 0.0126466 0.0102819 0.0506388 0.0350734 0.0172368 0.0234998 0.0118919 0.00781455 0.00853111 0.0067433 0.00932011
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 0.54284302865000023 41.965446242000006 0.49588335680000006 0.49877249185000011 0.35210023650000005 42.684965421050009 0.34626208795000007 42.431220712750012 42.527280425250005 0.34575312120000007 0.3459626957000001 0.34527409360000011 42.783136484500005 0.48847339900000003 43.067541470150012 43.735142172100005 0.34503457980000002 0.52507409960000018 0.53146612375000013 0.37644082515000005 43.521589032450009 0.37820723930000005 43.321682097200004 0.48320409570000006 0.47774018740000007 44.026978245600006 44.279556297950009
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 10 -2 -12 14 -14 19 -16 17 -17 -19 26 22 28 25 -24 -25 -9 27 -10 -22 -30
right_child=5 2 3 -5 -6 6 7 20 12 -11 11 -13 13 -15 15 16 -18 18 -20 -21 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00014484216470489575 -0.10200687299929578 -0.007749587074433119 0.016086693005578061 0.0024590829430245122 -0.0068143382687109386 0.046860991127913837 -0.11506920942686394 0.0074835033265721954 -0.00075055424799484445 -0.0080563422216018889 0.027235938387860145 -0.081595381761094543 0.081058913548551201 0.003774336247073639 0.0024209897571578149 -0.0086878740981639387 -0.0017737528171414352 -0.10677754160430693 -0.020989918185761632 0.014066174305571659 -0.10231462461561117 -0.00081365481060805163 0.075109547708432936 0.090443826965644306 -0.085310996592799518 -0.039887783137849867 -0.011612662664222716 0.012263515713835852 0.081810422674463007 -0.10015406961962606
leaf_weight=41.713043963414314 0.11011459029393256 0.79769420162946625 0.87730418680780509 0.54489573964996829 0.62508432195487884 0.39728424100672555 0.070324039952537443 0.16607966431183799 2.9261441116922575 1.3208563123262136 0.16240172607254788 0.07611762741471706 0.09774757797568101 1.2626242661846316 1.0947798144770788 0.60385731031168155 0.4941943883895874 0.098396905924300171 0.097305058849769921 0.7340458235769346 0.056071856436651857 4.7781874373490618 0.10495200978190766 0.013348983302421402 0.017688169298899242 0.077826706149238589 0.52249222673708562 0.60844664845160412 0.0051403800607658923 0.0062217424187243631
leaf_count=2482 41 40 34 30 57 18 3 25 259 24 33 34 77 166 9 33 2 35 18 32 76 812 16 8 91 38 6 9 5 120
internal_value=7.24754e-11 0.000248066 0.00417636 0.0108655 4.20961e-05 -0.000695062 0.00112722 -0.00230364 -0.00171122 -0.0141728 -0.0373461 -0.00749492 0.0007249 0.00932751 -0.000905086 -0.00670762 -0.0144323 -0.0222563 -0.064123 0.00198766 -0.000786066 -0.00202809 0.0150561 0.0557488 -0.00971939 -0.00763193 -0.000197694 0.0014897 -0.0880797 -0.0178308
internal_weight=60.4607 44.558 2.21989 1.4222 42.3381 15.9026 5.69313 5.29584 10.2095 1.66949 0.348634 0.238519 8.54003 1.36037 7.17966 2.38853 1.29375 0.799559 0.195702 4.79113 5.22552 4.84562 0.379896 0.135989 0.0310372 0.243906 4.05708 3.53459 0.067434 0.0113621
internal_count=4633 2643 104 64 2539 1990 1212 1194 778 132 108 67 646 243 403 97 88 86 53 306 1191 1013 178 115 99 63 274 268 201 125
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 0 2 0 0 1 0 1 2 0 1 0 2 0 0 0 0 0 1 0 1 1 1 0 2
split_gain=0.000860563 0.00293516 0.0144168 0.00514806 0.00240687 0.00280891 0.00551484 0.00350857 0.0404915 0.0979458 0.070517 0.0562035 0.050587 0.0209701 0.00758194 0.0139789 0.0135504 0.00306471 0.00493988 0.012968 0.00293159 0.180949 0.0175416 0.0104088 0.0195568 0.0191253 0.00761227 0.017962 0.00647025 0.0224888
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 0.54284302865000023 41.965446242000006 41.835830569250014 0.48458129995000004 41.444941515100005 0.48271009850000007 0.48654231910000006 0.34587287805000005 0.49194634890000005 0.36510882910000009 41.600558339100012 0.48185683060000012 0.34566330350000002 0.47774018740000007 41.808689985400001 0.56579144335000009 0.58745247150000013 0.48588365620000007 0.48911709230000006 0.48389269780000005 0.34587287805000005 0.48185683060000012 0.34566330350000002 0.34560342505000002 0.34554354660000003 0.50035927070000008 36.859113051050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 7 -7 20 14 -10 -11 -12 -13 -14 15 16 -9 18 -15 -20 22 -22 23 25 -25 26 27 -1 29 -23
right_child=-2 2 3 -5 -6 6 -8 8 9 10 11 12 13 17 -16 -17 -18 -19 19 -21 21 28 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0006884308232398789 -0.00063466743520150916 -0.0069546631824925062 0.014620811472970936 0.0022169054254619807 -0.0061105032087788707 0.010474508409968232 -0.00046956614370036143 0.0088263683735959955 -0.10389325326087376 0.10084396289740456 -0.11137778148715941 0.10071733922838329 0.022428276120946871 -0.075521714939442763 -0.0085181004719958146 0.015563743425434061 -0.010661248811875183 -0.10082250099271446 -0.10028050360088191 0.098883826424282714 0.081071294490623752 0.020349281707282479 -0.018059974798076833 -0.004842397588727617 0.021130457206966581 -0.0097216668245413175 0.0085657447609613687 -0.01647833096430492 0.00035671552636297015 -0.015338832143455317
leaf_weight=12.872650454203415 15.840856427032405 0.79986300627468176 0.86918411956844444 0.54402943085072941 0.62725475318808221 0.76187730164077905 1.1637664698633328 0.65782775912543801 0.13096952997148026 0.056640585418790579 0.055258169770240784 0.041335241054184735 0.044653039803141947 0.029118911398384739 0.64277374371886242 0.69095849619407079 0.77974726015236229 0.019155556219786263 0.0065940710909870859 0.0064838995866161042 0.27878186665475624 0.22445142762899439 0.56197384224722924 0.54308122920364954 0.62187339600095015 2.0817133532837024 1.0892556172329939 0.63980157719925124 16.881648526063135 0.82772243087583774
leaf_count=521 1990 40 34 30 57 33 37 34 14 3 1 5 42 26 9 32 15 7 10 30 41 38 15 77 5 16 7 11 1396 57
internal_value=-1.61348e-06 0.000223482 0.00377369 0.00984581 3.79044e-05 0.000130367 0.00386044 -5.01756e-05 -0.0032464 -0.0334062 0.00220441 -0.0253723 0.00688297 -0.0297063 0.00100019 0.00387452 -0.0017438 -0.0676505 -0.0525919 -0.00153724 0.000225742 0.00112528 -0.000664135 -0.000116409 0.00902237 -0.000754544 0.000523867 -0.000124399 -0.000117483 -0.00772579
internal_weight=60.3913 44.5504 2.21308 1.41321 42.3374 41.7101 1.92564 39.7845 3.16152 0.390209 0.259239 0.202599 0.147341 0.106005 2.77131 2.12853 1.43758 0.0613524 0.0421969 0.013078 36.623 18.2126 18.4103 17.8484 1.16495 16.6834 14.6017 13.5125 17.9338 1.05217
internal_count=4633 2643 104 64 2539 2482 70 2412 228 138 124 121 120 115 90 81 49 73 66 40 2184 1532 652 637 82 555 539 532 1491 95
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 2 2 1 1 2 1 2 0 1 1 1 0 1 1 0 1 2 1 0 1 2 1 2 0
split_gain=0.000925789 0.00641117 0.00545545 0.00283572 0.0208808 0.0104352 0.00479608 0.0193904 0.00986967 0.0195362 0.00445959 0.00431413 0.00431312 0.00365158 0.00284404 0.00244242 0.00278548 0.0351751 0.00488371 0.00883256 0.0582062 0.0650061 0.0277536 0.00678717 0.00694803 0.013116 0.00320886 0.0657059 0.00734018 0.0156769
threshold=0.47868327295000007 0.47905751325000007 0.47880302985000006 0.34458549145000011 0.47736594710000008 0.34491482290000003 42.720329370750001 44.749265482150008 0.34566330350000002 0.34569324270000007 41.444941515100005 0.34503457980000002 41.873095646600007 0.47449178170000011 0.34626208795000007 0.34446573455000007 0.34491482290000003 0.48265022005000008 0.34518427590000006 0.34536391125000004 0.48001556840000009 0.34566330350000002 42.154118731400011 0.34542378970000004 0.48119816770000007 0.34566330350000002 43.477771593600004 0.3475943834000001 43.182896969600009 0.51809826055000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 8 -8 -10 -5 -7 -12 -1 -11 -3 17 -17 -18 22 21 -21 -20 -22 25 -25 28 -28 -26 -30
right_child=1 15 -4 5 -6 6 7 -9 9 14 12 -13 -14 -15 -16 16 18 -19 19 20 23 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=0.00043205371356087391 -0.00017666168635615306 -0.0068433865701731005 0.01308924548772291 -0.0076637380874564238 0.034948398008589579 0.0077832987731786141 -0.083408111483921507 -0.0021410293976585446 0.099267426855593421 -0.10018002532278328 -0.037989568077576509 -0.00071483818240359871 -0.01181518359271082 -0.013880443163754464 -0.022787631736334378 0.014166352529713593 -0.0049434865616678446 -0.0060207128702083369 0.018604536248186029 -0.10351608734152325 -0.010546053085936763 0.011748727489668284 -0.004011096768760606 0.017648382014693181 -0.00012096170896403874 -0.0016516672097386604 -0.075591627140885298 0.00047111345017753587 0.018272191936016129 -0.0044172341827835885
leaf_weight=4.0727498700438174 0.55451349101167469 0.51509156092537622 0.70300778750811332 0.62740076761450936 0.17606258342857461 0.67517130997432673 0.048398351463028552 0.5221615003013369 0.010546804364821583 0.011878367085600416 0.1124570551328361 5.18432846568715 0.14302497504172607 0.18641779627722588 0.0079104688925561578 1.5316566647961729 2.0173309482634059 1.9776493287645278 0.9955664674926078 0.11410753215478209 0.59790684597100252 0.085657698335126042 1.1927010871404489 0.64119578231475916 33.502518173903596 0.78101402132551812 0.12041230243630874 1.9983784031267551 0.65733556098712032 0.56734930540572748
leaf_count=528 27 10 18 39 12 18 63 73 6 24 4 272 36 16 37 26 39 24 26 18 10 35 25 17 2217 25 8 925 17 38
internal_value=-5.31946e-07 0.000192406 0.00723954 -0.000795862 0.00120066 -0.00200173 -0.00060816 -0.00911649 -0.0553776 -0.0106568 -0.012199 0.000264375 -0.0233365 -0.000194384 -0.0692429 5.03402e-06 8.04403e-05 0.00279005 -0.000139308 9.56165e-05 -0.00025069 -0.0540915 0.00627803 2.60423e-05 0.000191222 0.00704966 -7.35053e-05 -0.00385158 0.000157004 0.00776106
internal_weight=60.3319 48.5534 1.25752 11.7785 4.43523 7.34328 6.4604 0.600895 0.078734 0.0303356 0.882883 5.8595 0.255482 4.25917 0.0197888 47.2959 46.7808 3.50931 43.2715 41.2541 39.0659 0.199765 2.18827 38.8661 38.2682 1.42221 36.846 2.11879 34.7272 1.22468
internal_count=4633 3505 45 1128 556 572 493 203 130 67 79 290 40 544 61 3460 3450 50 3400 3361 3310 53 51 3257 3247 42 3205 933 2272 55
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 2 2 2 2 2 2 0 2 2 0 1 0 0 0 1 2 2 1 1 0 1 1 0 0 0
split_gain=0.000870566 0.00930768 0.0182161 0.0359808 0.0605644 0.0116589 0.0111793 0.00713132 0.0054911 0.00233364 0.0143987 0.0138104 0.00351114 0.0142257 0.0127363 0.00233866 0.0328024 0.0110759 0.0089104 0.00559356 0.00351245 0.00625529 0.0035069 0.00461008 0.0044159 0.0196348 0.0426724 0.0337754 0.0131735 0.00571723
threshold=39.896141435400004 39.427119987250002 0.52252926560000013 0.34524415440000006 39.656620114300004 39.683197198900011 39.852039223600009 39.262923716450011 39.955516828000007 39.032633164100012 38.911218973650008 0.52324780695000006 38.474425342400004 38.751720283100006 0.53938504835000012 0.42307116555000007 0.55877069550000014 0.55980359870000018 0.54413041525000005 0.42039160505000012 37.572218886150004 33.361153777850006 0.3975479776000001 0.39431454150000006 0.52252926560000013 0.36880632320000012 0.37644082515000005 0.5195503128500002 0.50101793360000013 0.52769378160000013
decision_type=2 2 2 2 2 2 2 2 2 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 -6 9 -2 10 12 -11 15 14 -14 19 18 -18 -17 22 21 -19 23 24 25 28 -27 -28 -1 -26
right_child=8 2 5 4 6 -7 -8 -9 -10 11 -12 -13 13 -15 -16 16 17 20 -20 -21 -22 -23 -24 -25 29 26 27 -29 -30 -31
leaf_value=0.00097815150583317506 0.0099154589998057749 0.0044422270100768942 0.0083206595129457807 -0.080847851965533499 0.018897977841699037 -0.00995550413633608 -0.025906049762009709 0.0094656356458344207 7.7788261294650638e-05 -0.023316179893476174 0.023300053571030217 0.0032135235296650898 -0.044476215184448331 0.0014242139994236379 0.00094714711034498572 -0.029469457697030882 0.06830793959867551 0.06302623552571178 -0.10210095313292188 0.010161948506479467 0.0012522972692308619 -0.055268241259639486 -0.0051118940887227545 0.0090489258162326416 -0.010615650448201378 0.065152337216695388 -0.034458574562722243 0.032107667908760081 -0.02264941011330629 0.0020906275064547022
leaf_weight=2.6729983722053854 0.57434087257633493 0.34919353591976721 0.76965170877382638 0.1889196464056262 0.10953650734518305 0.63872060441281531 0.11328882188536227 0.81581184772198945 46.823195547871734 0.28541760119242177 0.26258756216604062 0.62785784216319485 0.1540850759591027 0.66446695542727952 0.10298632127989071 0.02970024901560453 0.024308061391820956 0.005458352565462391 0.039162692285160894 0.57944546720227652 0.52286956541289076 0.024689839598020576 1.146714504651446 0.62559384322759104 0.76672438337226345 0.14878018110903202 0.14795898581360234 0.15721872693393379 0.2588232768466695 0.65804175830271561
leaf_count=303 17 25 54 18 21 39 19 34 3207 25 34 43 29 35 24 10 5 156 40 7 65 183 86 30 36 18 25 16 15 14
internal_value=-1.17858e-06 -0.000729827 -0.00670359 -0.0191703 -0.0391956 3.2111e-05 -0.00388128 0.000478839 0.000196996 -0.00026128 0.000227854 -0.00507756 -0.000466127 -0.00630384 -0.026279 0.000222826 -0.00553882 0.00224254 -0.0707753 0.000742646 -0.000661383 -0.0338509 -8.64729e-05 0.000973604 -7.65625e-05 0.00188886 0.0212417 -0.000165573 -0.00110771 -0.00474714
internal_weight=60.2885 12.891 2.16931 0.760939 0.411745 1.40837 0.222825 10.7217 47.3975 9.90589 8.99261 0.913275 8.73003 0.921538 0.257071 7.80849 0.646189 0.577326 0.0688629 7.1623 0.553018 0.0301482 6.58285 5.43614 4.81055 3.38578 0.453958 0.305178 2.93182 1.42477
internal_count=4633 1409 176 83 58 93 40 1233 3224 1199 1131 68 1097 88 53 1009 459 409 50 550 404 339 543 457 427 377 59 41 318 50
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 0 2 0 0 1 1 0 1 2 2 1 1 2 2 2 2 2 2 0 1 2 2 2 2 1
split_gain=0.00101893 0.00448594 0.0717904 0.0202742 0.0213892 0.0097081 0.0128572 0.0589504 0.0122763 0.010078 0.0236024 0.0292151 0.00697864 0.0059436 0.0524032 0.00517052 0.0166495 0.00451066 0.00346027 0.00279735 0.00432713 0.013605 0.0256333 0.00994967 0.0178595 0.108448 0.0195007 0.0457363 0.0085458 0.00720078
threshold=0.54088200950000009 0.42802610700000004 0.54413041525000005 0.5541600551000001 0.54695967185000016 0.55980359870000018 41.835830569250014 0.55688452445000014 0.5619592227500001 0.43837010870000009 0.44512140355000007 0.57559653900000007 0.43694799560000003 37.765550062200006 39.571921479100006 0.42111014640000005 0.41917906650000009 41.087689990200012 40.542362378300005 40.574766824850009 40.300545846000013 40.21994457600001 40.148327922700012 0.50291907430000016 0.38976377950000002 38.751720283100006 36.859113051050009 35.887362732750006 39.427119987250002 0.37977904855000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 13 -3 4 -4 6 7 -5 -7 12 11 -11 17 -2 -15 16 18 -10 -16 20 21 22 23 28 25 26 27 -25 -1 -27
right_child=1 2 3 5 -6 8 -8 -9 9 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31
leaf_value=0.00046143635457991558 0.0019552186510319015 0.10075975252113108 -0.00029153934242302055 -0.066641878635254559 -0.069983167184371795 -0.02719367829078418 0.058131990541178749 0.069423205529818066 -0.007099832811017729 -0.10210715811180836 0.00093067302587955709 0.023377883269435601 0.045776949158666154 -0.051724224133713394 -0.0021218807854345373 -0.0090998027870945533 0.012042232076328365 0.0249514876685136 -0.011715814611446301 -0.00038704823857669765 0.0039240707155117505 -0.010387779826366775 0.019322533935280765 -0.026329845163012063 0.0005839001497084474 0.049476094978974511 -0.022924553422241457 0.045589479785342515 -0.0069905441010574545 0.080228322902023988
leaf_weight=3.7087438188803565 1.6348999953163819 0.071408253349545592 0.092398780605435493 0.061181425276139012 0.084142083577347648 0.15937772948518603 0.067531914543963012 0.066397716651181327 0.084631095152147284 0.048761198768623171 4.0362356732593003 0.029948789739989379 0.076092234042732798 0.22772649503895115 1.0388991930085474 0.79218459285077347 0.79756867820287869 0.091251961552188732 0.58911852905783835 31.727941420202423 4.3368070451762426 1.0959909739904095 0.73737236746819768 0.1736994713428428 4.9434100592687571 0.15035273826288176 0.3535992180914036 0.18011280056089163 2.6303072087057204 0.15426723670680076
leaf_count=380 47 7 16 31 31 22 16 16 30 30 1269 29 29 29 11 53 41 16 112 1870 92 21 15 27 225 29 27 14 78 20
internal_value=-1.56229e-06 -0.000920665 0.00121556 -0.000235713 -0.0335076 0.00100838 0.0228488 0.00417229 6.69193e-05 0.00106184 -0.000126931 -0.0543607 0.0204753 -0.0030102 -0.00536631 -0.00208549 0.000205346 0.00952909 -0.00559357 0.000182464 0.00116106 0.000312903 0.00121284 0.000126696 0.00306167 0.0151647 -0.00631646 0.0102816 -0.00263067 0.0650498
internal_weight=60.2424 10.0498 4.96936 4.89795 0.176541 4.72141 0.195111 0.127579 4.5263 4.36692 4.11495 0.07871 0.251975 5.0804 3.4455 3.21777 2.42559 0.175883 1.62802 50.1926 18.4647 14.1279 13.0319 12.2945 5.95544 1.01203 0.707411 0.353812 6.33905 0.30462
internal_count=4633 1835 1542 1535 47 1488 63 47 1425 1403 1328 59 75 293 246 217 164 46 123 2798 928 836 815 800 342 117 68 41 458 49
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 2 0 0 1 0 0 1 2 2 1 2 0 0 1 1 1 0 2 2 2 2 1 2 2
split_gain=0.000829274 0.00390746 0.0115872 0.00862468 0.0188585 0.00660461 0.00649221 0.0306372 0.0950497 0.0168237 0.0240672 0.00884174 0.0147815 0.0529699 0.0185437 0.0104696 0.00855903 0.00620565 0.0636539 0.0080055 0.00746403 0.0181768 0.00352513 0.00258097 0.0148423 0.00228069 0.00402809 0.0374763 0.00377525 0.0109029
threshold=0.54088200950000009 40.574766824850009 0.54353163080000011 0.41917906650000009 0.54504356155000011 0.55234873210000013 40.003678352300007 0.54413041525000005 0.55688452445000014 0.44765126795000004 0.56065686655000013 0.55131582885000008 0.44720217960000008 35.887362732750006 39.354247760400007 0.43967246490000006 37.688226470200007 0.56345618395000019 0.56579144335000009 0.43694799560000003 0.43837010870000009 0.44512140355000007 0.56300709560000006 38.983591653800012 38.621016321050007 40.574766824850009 40.94178426300001 0.34545372890000009 38.751720283100006 39.032633164100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 -3 -5 -6 11 -8 -9 -10 -11 16 13 -13 22 -15 -4 19 -19 -7 -20 -22 -14 24 -24 28 27 -27 -1 -30
right_child=1 3 6 4 5 17 7 8 9 10 -12 12 14 15 -16 -17 -18 18 20 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0010949829147876948 -0.015087894058400079 -0.01040791253972833 -0.0021059620449359342 0.017575364610499526 -0.015934534595035937 0.014490137391938086 0.0030277755386843657 -0.10427535166867419 0.073500014438466751 0.10032372118311571 -0.10119942295127214 -0.0030269462484180136 0.021481916018291108 -0.10077977920266851 0.049591737302076791 -0.025304982954398904 0.013967127463356991 -0.10233336058069267 0.024789859298315908 -0.00093228515245116555 -0.050542603158522562 0.00073081039809257109 -0.0012969514057767264 -0.0067637226462112432 0.065115806400529844 -0.023709947602924466 2.2331892998565285e-05 0.0022934096233680444 0.012999538738295447 0.0012275602275673729
leaf_weight=5.677342372842527 0.67409977602164506 0.59184440414077766 0.57573724715041497 0.6987941674706234 0.25020182205480512 0.63373867698571495 0.51012405008077599 0.10935757285915315 0.051659740536706522 0.0094550242647528648 0.015878440150535966 0.49551531301493179 0.068865227067220425 0.076385469443394527 0.078866098204444346 0.024202593439177633 0.78034878725884482 0.061802227282896971 0.11955161194691788 0.71779272781907366 0.071303263671481765 2.2796624605871907 0.54093570388062551 0.54472543941570706 0.035883153053433148 0.72289485028734235 28.635241222108661 2.3756038878138241 0.84237935593841839 11.916138084618359
leaf_count=540 21 110 24 35 32 30 2 14 9 1 78 46 10 89 36 18 23 8 37 43 34 724 353 39 19 80 1750 40 36 352
internal_value=-2.29462e-07 -0.000830955 -0.00297764 0.000986233 0.00238159 -0.000186667 -0.000894019 -0.00964872 -0.0443499 0.0407655 -0.0259864 0.000998732 -0.00346813 -0.0164576 0.00263228 -0.0826197 0.00714317 0.000827828 -0.0020924 0.00629935 0.000415223 -0.000824279 -0.000478845 -0.00182728 0.0028345 0.000165631 -0.000348276 -0.0037733 0.00105022 0.0020048
internal_weight=60.1863 10.0167 4.59204 5.42469 4.83285 4.13405 3.91794 0.696475 0.186351 0.0769932 0.0253335 3.22147 1.86538 0.596103 1.26928 0.100588 1.35609 3.88385 2.53232 1.35153 2.47052 2.35097 1.19041 1.12154 0.576819 50.1696 31.7337 3.0985 18.4359 12.7585
internal_count=4633 1835 782 1053 943 908 761 104 102 88 79 657 610 153 457 107 47 876 803 73 795 758 421 411 372 2798 1870 120 928 388
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
lst_pka_pred_nshell3=10248
atom_v_bur_frac_3_5_Cs=9986
atom_v_bur_frac_3_5_Hs_min=9766

parameters:
[boosting: gbdt]
[objective: binary]
[metric: binary_logloss]
[tree_learner: serial]
[device_type: cpu]
[data_sample_strategy: bagging]
[data: ]
[valid: ]
[num_iterations: 1000]
[learning_rate: 0.1]
[num_leaves: 31]
[num_threads: 10]
[seed: 42]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 20]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 1]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 0]
[bagging_seed: 400]
[bagging_by_query: 0]
[feature_fraction: 1]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[early_stopping_min_delta: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0]
[lambda_l2: 0]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[use_quantized_grad: 0]
[num_grad_quant_bins: 4]
[quant_train_renew_leaf: 0]
[stochastic_rounding: 1]
[linear_tree: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[parser_config_file: ]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[lambdarank_position_bias_regularization: 0]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:[]
